Xindong Wu

IEEE Trans. Knowl. Data Eng., September, 2024

Concept Evolution Detecting over Feature Streams.

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[DOI]

ACM Trans. Knowl. Discov. Data, September, 2024

Heterogeneous Meta-Path Graph Learning for Higher-Order Social Recommendation.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, September, 2024

Towards Faster Deep Graph Clustering via Efficient Graph Auto-Encoder.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, September, 2024

High-degree penalty based global statistical network embedding for name disambiguation in anonymized graph.

[BibT_eX]

[DOI]

Shengxing Bai

Chenyang Bu

Concurr. Comput. Pract. Exp., September, 2024

Fair Feature Selection: A Causal Perspective.

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[DOI]

ACM Trans. Knowl. Discov. Data, August, 2024

Online Heterogeneous Streaming Feature Selection Without Feature Type Information.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, August, 2024

Representation learning: serial-autoencoder for personalized recommendation.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., August, 2024

Geometric-Contextual Mutual Infomax Path Aggregation for Relation Reasoning on Knowledge Graph.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., July, 2024

Give us the Facts: Enhancing Large Language Models With Knowledge Graphs for Fact-Aware Language Modeling.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., July, 2024

Unifying Large Language Models and Knowledge Graphs: A Roadmap.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., July, 2024

Co-occurrence Order-preserving Pattern Mining with Keypoint Alignment for Time Series.

[BibT_eX]

[DOI]

ACM Trans. Manag. Inf. Syst., June, 2024

COPP-Miner: Top-k Contrast Order-Preserving Pattern Mining for Time Series Classification.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., June, 2024

Diverse Structure-Aware Relation Representation in Cross-Lingual Entity Alignment.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, May, 2024

FHCPL: An Intelligent Fixed-Horizon Constrained Policy Learning System for Risk-Sensitive Industrial Scenario.

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[DOI]

IEEE Trans. Ind. Informatics, April, 2024

Fuzzy Ranking-Based Preference Completion via Graph Pattern Matching and Rematching.

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[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., April, 2024

A Comprehensive Survey on Automatic Knowledge Graph Construction.

[BibT_eX]

[DOI]

ACM Comput. Surv., April, 2024

Local causal structure learning with missing data.

[BibT_eX]

[DOI]

Expert Syst. Appl., March, 2024

Self-Adaptive Deep Asymmetric Network for Imbalanced Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., February, 2024

DeepCPR: Deep Path Reasoning Using Sequence of User-Preferred Attributes for Conversational Recommendation.

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[DOI]

ACM Trans. Knowl. Discov. Data, January, 2024

Continuous causal structure learning from incremental instances and feature spaces.

[BibT_eX]

[DOI]

Inf. Fusion, January, 2024

A Chinese power text classification algorithm based on deep active learning.

[BibT_eX]

[DOI]

Appl. Soft Comput., January, 2024

Shared Manifold Regularized Joint Feature Selection for Joint Classification and Regression in Alzheimer's Disease Diagnosis.

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[DOI]

IEEE Trans. Image Process., 2024

ABA-FWI: Augmented Boundary Attention for Full Waveform Inversion.

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[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

LocalTGEP: A Lightweight Edge Partitioner for Time-Varying Graph.

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[DOI]

IEEE Trans. Emerg. Top. Comput., 2024

A cross-network node classification method in open-set scenario.

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[DOI]

Pattern Recognit., 2024

Explainable feature selection and ensemble classification via feature polarity.

[BibT_eX]

[DOI]

Inf. Sci., 2024

Short text classification with Soft Knowledgeable Prompt-tuning.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2024

Effective Instruction Parsing Plugin for Complex Logical Query Answering on Knowledge Graphs.

[BibT_eX]

[DOI]

CoRR, 2024

Order-preserving pattern mining with forgetting mechanism.

[BibT_eX]

[DOI]

CoRR, 2024

Intent-guided Heterogeneous Graph Contrastive Learning for Recommendation.

[BibT_eX]

[DOI]

CoRR, 2024

Synergistic Deep Graph Clustering Network.

[BibT_eX]

[DOI]

CoRR, 2024

Co-occurrence order-preserving pattern mining.

[BibT_eX]

[DOI]

CoRR, 2024

ConsistencyDet: A Robust Object Detector with a Denoising Paradigm of Consistency Model.

[BibT_eX]

[DOI]

CoRR, 2024

An effective algorithm for genealogical graph partitioning.

[BibT_eX]

[DOI]

Appl. Intell., 2024

Transformer-based Graph Neural Networks for Battery Range Prediction in AIoT Battery-Swap Services.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Web Services, 2024

Automatic Fusion for Multimodal Entity Alignment: A New Perspective from Automatic Architecture Search.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

2023

BLoG: Bootstrapped graph representation learning with local and global regularization for recommendation.

[BibT_eX]

[DOI]

Pattern Recognit., December, 2023

Independent Relation Representation With Line Graph for Cross-Lingual Entity Alignment.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., November, 2023

TIRA: Truth Inference via Reliability Aggregation on Object-Source Graph.

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[DOI]

IEEE Trans. Knowl. Data Eng., November, 2023

OPR-Miner: Order-Preserving Rule Mining for Time Series.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., November, 2023

Multi-Label Feature Selection Via Adaptive Label Correlation Estimation.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, November, 2023

Local causal structure learning for streaming features.

[BibT_eX]

[DOI]

Inf. Sci., November, 2023

Difficult Novel Class Detection in Semisupervised Streaming Data.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., October, 2023

Online Learning From Incomplete and Imbalanced Data Streams.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., October, 2023

Adversarial Heterogeneous Graph Neural Network for Robust Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., October, 2023

Self-Adaptive Imbalanced Domain Adaptation With Deep Sparse Autoencoder.

[BibT_eX]

[DOI]

IEEE Trans. Artif. Intell., October, 2023

Representation learning via an integrated autoencoder for unsupervised domain adaptation.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., October, 2023

MCoR-Miner: Maximal Co-Occurrence Nonoverlapping Sequential Rule Mining.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., September, 2023

A Light Causal Feature Selection Approach to High-Dimensional Data.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., August, 2023

High-Dimensional Multi-Label Data Stream Classification With Concept Drifting Detection.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., August, 2023

Three-way Preference Completion via Preference Graph.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, July, 2023

Hierarchical Feature Selection Based on Label Distribution Learning.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., June, 2023

Crowdsourcing Truth Inference via Reliability-Driven Multi-View Graph Embedding.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, June, 2023

Semantic Fusion Enhanced Event Detection via Multi-Graph Attention Network with Skip Connection.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., June, 2023

Graph attention network with dynamic representation of relations for knowledge graph completion.

[BibT_eX]

[DOI]

Expert Syst. Appl., June, 2023

Multi-Level Attention Map Network for Multimodal Sentiment Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., May, 2023

Crowdsourcing Truth Inference Based on Label Confidence Clustering.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, May, 2023

OPP-Miner: Order-Preserving Sequential Pattern Mining for Time Series.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., May, 2023

Counterfactual explanation generation with minimal feature boundary.

[BibT_eX]

[DOI]

Inf. Sci., May, 2023

ONP-Miner: One-off Negative Sequential Pattern Mining.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, April, 2023

DNformer: Temporal Link Prediction with Transfer Learning in Dynamic Networks.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, April, 2023

Causal Feature Selection With Efficient Spouses Discovery.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, April, 2023

Enhancing review-based user representation on learned social graph for recommendation.

[BibT_eX]

[DOI]

Knowl. Based Syst., April, 2023

Natural language watermarking via paraphraser-based lexical substitution.

[BibT_eX]

[DOI]

Artif. Intell., April, 2023

Online Causal Feature Selection for Streaming Features.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., March, 2023

Online Multi-Label Streaming Feature Selection With Label Correlation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., March, 2023

A Quantitative Risk Assessment Model for Distribution Cyber-Physical System Under Cyberattack.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, March, 2023

Are Graph Convolutional Networks With Random Weights Feasible?

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

Integrating Global and Local Feature Selection for Multi-Label Learning.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, January, 2023

Semi-Supervised Graph Pattern Matching and Rematching for Expert Community Location.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, January, 2023

Knowledge Graph for China's Genealogy11.A shorter version of this paper won the Best Paper Award at IEEE ICKG 2020 (the 11th IEEE International Conference on Knowledge Graph, ickg 2020.bigke.org).

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[DOI]

IEEE Trans. Knowl. Data Eng., 2023

Chinese Idiom Paraphrasing.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2023

Relation-propagation meta-learning on an explicit preference graph for cold-start recommendation.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2023

Unsupervised statistical text simplification using pre-trained language modeling for initialization.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2023

Joint user profiling with hierarchical attention networks.

[BibT_eX]

[DOI]

Xiaojian Liu

Yi Zhu

Frontiers Comput. Sci., 2023

REDRL: A review-enhanced Deep Reinforcement Learning model for interactive recommendation.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2023

HUSS: A Heuristic Method for Understanding the Semantic Structure of Spreadsheets.

[BibT_eX]

[DOI]

Data Intell., 2023

Repetitive nonoverlapping sequential pattern mining.

[BibT_eX]

[DOI]

CoRR, 2023

Top-k contrast order-preserving pattern mining for time series classification.

[BibT_eX]

[DOI]

CoRR, 2023

Improving Detection of ChatGPT-Generated Fake Science Using Real Publication Text: Introducing xFakeBibs a Supervised-Learning Network Algorithm.

[BibT_eX]

[DOI]

Christian Schreckenberger

CoRR, 2023

ChatGPT is not Enough: Enhancing Large Language Models with Knowledge Graphs for Fact-aware Language Modeling.

[BibT_eX]

[DOI]

CoRR, 2023

Fair Causal Feature Selection.

[BibT_eX]

[DOI]

CoRR, 2023

Maximal co-occurrence nonoverlapping sequential rule mining.

[BibT_eX]

[DOI]

CoRR, 2023

Semi-supervised Multi-Label Learning with Missing Labels via Correlation Information.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2023

Towards Utilitarian Online Learning - A Review of Online Algorithms in Open Feature Space.

[BibT_eX]

[DOI]

Yi He

Heiner Stuckenschmidt

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

IKGN: Intention-aware Knowledge Graph Network for POI Recommendation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2023

KOSA: KO Enhanced Salary Analytics based on Knowledge Graph and LLM Capabilities.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2023

On Computing Paradigms - Where Will Large Language Models Be Going.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2023

DGDFS: Dependence Guided Discriminative Feature Selection for Predicting Adverse Drug-Drug Interaction : Extended Abstract.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Cross-Knowledge Graph Relation Completion for Non-isomorphic Cross-lingual Entity Alignment.

[BibT_eX]

[DOI]

Proceedings of the 29th International DMS Conference on Visualization and Visual Languages, 2023

User Interaction-Aware Knowledge Graphs for Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2023

2022

The Evolution of Search: Three Computing Paradigms.

[BibT_eX]

[DOI]

Minghui Wu

ACM Trans. Manag. Inf. Syst., 2022

OWSP-Miner: Self-adaptive One-off Weak-gap Strong Pattern Mining.

[BibT_eX]

[DOI]

ACM Trans. Manag. Inf. Syst., 2022

DGDFS: Dependence Guided Discriminative Feature Selection for Predicting Adverse Drug-Drug Interaction.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

A Data-Characteristic-Aware Latent Factor Model for Web Services QoS Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

A Survey on Large-Scale Machine Learning.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Short Text Topic Modeling Techniques, Applications, and Performance: A Survey.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Online Scalable Streaming Feature Selection via Dynamic Decision.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2022

NTP-Miner: Nonoverlapping Three-Way Sequential Pattern Mining.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2022

HW-Forest: Deep Forest with Hashing Screening and Window Screening.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2022

Social Group Query Based on Multi-Fuzzy-Constrained Strong Simulation.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2022

PSL: An Algorithm for Partial Bayesian Network Structure Learning.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2022

MULFE: Multi-Label Learning via Label-Specific Feature Space Ensemble.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2022

User Behavior Analysis Based on Stacked Autoencoder and Clustering in Complex Power Grid Environment.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

Adaptive Regularized Multiattribute Fuzzy Distance Learning for Predicting Adverse Drug-Drug Interaction.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2022

Interval-Valued Intuitionistic Fuzzy Decision With Graph Pattern in Big Graph.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., 2022

Frequent Pattern Mining in Big Social Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., 2022

Dual-Representation-Based Autoencoder for Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Top-k Self-Adaptive Contrast Sequential Pattern Mining.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Towards Efficient Local Causal Structure Learning.

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[DOI]

IEEE Trans. Big Data, 2022

A Two-Phase Method to Balance the Result of Distributed Graph Repartitioning.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2022

Representation learning with deep sparse auto-encoder for multi-task learning.

[BibT_eX]

[DOI]

Pattern Recognit., 2022

Combining embedding-based and symbol-based methods for entity alignment.

[BibT_eX]

[DOI]

Pattern Recognit., 2022

Multi-Attribute Discriminative Representation Learning for Prediction of Adverse Drug-Drug Interaction.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Online feature selection for multi-source streaming features.

[BibT_eX]

[DOI]

Inf. Sci., 2022

NWP-Miner: Nonoverlapping weak-gap sequential pattern mining.

[BibT_eX]

[DOI]

Inf. Sci., 2022

NetNDP: Nonoverlapping (delta, gamma)-approximate pattern matching.

[BibT_eX]

[DOI]

Intell. Data Anal., 2022

General assembly framework for online streaming feature selection via Rough Set models.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2022

Certainty-based Preference Completion.

[BibT_eX]

[DOI]

Data Intell., 2022

Block-Structured Optimization for Subgraph Detection in Interdependent Networks.

[BibT_eX]

[DOI]

CoRR, 2022

Nonoverlapping (delta, gamma)-approximate pattern matching.

[BibT_eX]

[DOI]

CoRR, 2022

Deep Forest with Hashing Screening and Window Screening.

[BibT_eX]

[DOI]

CoRR, 2022

One-off Negative Sequential Pattern Mining.

[BibT_eX]

[DOI]

CoRR, 2022

Embedding Knowledge for Document Summarization: A Survey.

[BibT_eX]

[DOI]

CoRR, 2022

Learning Relation-Specific Representations for Few-shot Knowledge Graph Completion.

[BibT_eX]

[DOI]

CoRR, 2022

Prompt-Learning for Short Text Classification.

[BibT_eX]

[DOI]

CoRR, 2022

OPP-Miner: Order-preserving sequential pattern mining.

[BibT_eX]

[DOI]

CoRR, 2022

Data Stream Classification Based on Extreme Learning Machine: A Review.

[BibT_eX]

[DOI]

Xiulin Zheng

Big Data Res., 2022

A deep selective learning network for cross-domain recommendation.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2022

Self-adaptive nonoverlapping sequential pattern mining.

[BibT_eX]

[DOI]

Appl. Intell., 2022

NetNMSP: Nonoverlapping maximal sequential pattern mining.

[BibT_eX]

[DOI]

Appl. Intell., 2022

NetDPO: (delta, gamma)-approximate pattern matching with gap constraints under one-off condition.

[BibT_eX]

[DOI]

Appl. Intell., 2022

Hypernode: Entity Fusion for Data Traceability and Link Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2022

Which Companies are Likely to Invest: Knowledge-graph-based Recommendation for Investment Promotion.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2022

2021

Dynamic Community Evolution Analysis Framework for Large-Scale Complex Networks Based on Strong and Weak Events.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2021

Deep Attributed Network Embedding by Preserving Structure and Attribute Information.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2021

Short-term Load Forecasting by Using Improved GEP and Abnormal Load Recognition.

[BibT_eX]

[DOI]

ACM Trans. Internet Techn., 2021

Feature Interaction for Streaming Feature Selection.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

Toward Mining Capricious Data Streams: A Generative Approach.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

Context-Dependent Propagating-Based Video Recommendation in Multimodal Heterogeneous Information Networks.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2021

Multi-Label Truth Inference for Crowdsourcing Using Mixture Models.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Unsupervised Statistical Text Simplification.

[BibT_eX]

[DOI]

Jipeng Qiang

IEEE Trans. Knowl. Data Eng., 2021

Stacked Convolutional Sparse Auto-Encoders for Representation Learning.

[BibT_eX]

[DOI]

Yi Zhu

ACM Trans. Knowl. Discov. Data, 2021

Self-Adaptive Skeleton Approaches to Detect Self-Organized Coalitions From Brain Functional Networks Through Probabilistic Mixture Models.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2021

A Dynamic Convolutional Neural Network Based Shared-Bike Demand Forecasting Model.

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[DOI]

ACM Trans. Intell. Syst. Technol., 2021

Local Graph Edge Partitioning.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2021

Using Feature Selection for Local Causal Structure Learning.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., 2021

FSPRM: A Feature Subsequence Based Probability Representation Model for Chinese Word Embedding.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2021

LSBert: Lexical Simplification Based on BERT.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2021

Chinese Lexical Simplification.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2021

Which, Who and How: Detecting fraudulent sale accumulation behavior from multi-dimensional sparse data.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

HANP-Miner: High average utility nonoverlapping sequential pattern mining.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

A coarse-to-fine collective entity linking method for heterogeneous information networks.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

Collaborative filtering with a deep adversarial and attention network for cross-domain recommendation.

[BibT_eX]

[DOI]

Inf. Sci., 2021

Knowledge Graph enhanced Neural Collaborative Filtering with Residual Recurrent Network.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Multi-label text classification via joint learning from label embedding and label correlation.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Hybrid collaborative recommendation of co-embedded item attributes and graph features.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Suffix array for multi-pattern matching with variable length wildcards.

[BibT_eX]

[DOI]

Na Liu

Intell. Data Anal., 2021

Hierarchical features-based targeted aspect extraction from online reviews.

[BibT_eX]

[DOI]

Intell. Data Anal., 2021

Representation learning with collaborative autoencoder for personalized recommendation.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2021

HAOP-Miner: Self-adaptive high-average utility one-off sequential pattern mining.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2021

Knowledge graph enhanced neural collaborative recommendation.

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[DOI]

Expert Syst. Appl., 2021

Shared-view and specific-view information extraction for recommendation.

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[DOI]

Expert Syst. Appl., 2021

Causality-based Feature Selection: Methods and Evaluations.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2021

Unsupervised Lifelong Learning with Curricula.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

A Weak Supervision Approach with Adversarial Training for Named Entity Recognition.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2021: Trends in Artificial Intelligence, 2021

High-Quality Noise Detection for Knowledge Graph Embedding with Rule-Based Triple Confidence.

[BibT_eX]

[DOI]

Yan Hong

Chenyang Bu

Proceedings of the PRICAI 2021: Trends in Artificial Intelligence, 2021

A Scheme for Kinship Reasoning based on Ontology.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Big Knowledge, 2021

A Chinese Knowledge Base Question Answering System.

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[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

HAO Unity: A Graph-based System for Unifying Heterogeneous Data.

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Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Online Learning in Variable Feature Spaces under Incomplete Supervision.

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[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Time series indexing by dynamic covering with cross-range constraints.

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[DOI]

VLDB J., 2020

REMIAN: Real-Time and Error-Tolerant Missing Value Imputation.

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[DOI]

ACM Trans. Knowl. Discov. Data, 2020

GLLPA: A Graph Layout based Label Propagation Algorithm for community detection.

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[DOI]

Knowl. Based Syst., 2020

NetNCSP: Nonoverlapping closed sequential pattern mining.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

A no self-edge stochastic block model and a heuristic algorithm for balanced anti-community detection in networks.

[BibT_eX]

[DOI]

Inf. Sci., 2020

Towards efficient and effective discovery of Markov blankets for feature selection.

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[DOI]

Inf. Sci., 2020

Collaborative deep recommendation with global and local item correlations.

[BibT_eX]

[DOI]

Neurocomputing, 2020

Weighted partial order oriented three-way decisions under score-based common voting rules.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2020

Multi-fuzzy-constrained graph pattern matching with big graph data.

[BibT_eX]

[DOI]

Guliu Liu

Intell. Data Anal., 2020

Trustworthy Preference Completion in Social Choice.

[BibT_eX]

[DOI]

CoRR, 2020

Chinese Lexical Simplification.

[BibT_eX]

[DOI]

CoRR, 2020

LSBert: A Simple Framework for Lexical Simplification.

[BibT_eX]

[DOI]

CoRR, 2020

Numerical sensitive data recognition based on hybrid gene expression programming for active distribution networks.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2020

NetDAP: (δ, γ) -approximate pattern matching with length constraints.

[BibT_eX]

[DOI]

Appl. Intell., 2020

NetNPG: Nonoverlapping pattern matching with general gap constraints.

[BibT_eX]

[DOI]

Appl. Intell., 2020

Targeted aspects oriented topic modeling for short texts.

[BibT_eX]

[DOI]

Appl. Intell., 2020

A Framework for Subgraph Detection in Interdependent Networks via Graph Block-Structured Optimization.

[BibT_eX]

[DOI]

IEEE Access, 2020

Hybrid Collaborative Recommendation via Dual-Autoencoder.

[BibT_eX]

[DOI]

IEEE Access, 2020

Deep Matrix Tri-Factorization: Mining Vertex-wise Interactions in Multi-Space Attributed Graphs.

[BibT_eX]

[DOI]

Proceedings of the 2020 SIAM International Conference on Data Mining, 2020

Scale invariant learning from trapezoidal data streams.

[BibT_eX]

[DOI]

Jeevithan Alagurajah

Xu Yuan

Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020

A Speech-to-Knowledge-Graph Construction System.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Learning Interpretable Representations with Informative Entanglements.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Active Learning with Multi-Granular Graph Auto-Encoder.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Balanced Tree Partitioning with Succinct Logic.

[BibT_eX]

[DOI]

Shaojing Sheng

Peng Zhou

Proceedings of the 2020 IEEE International Conference on Knowledge Graph, 2020

Knowledge Graph for China's Genealogy.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Knowledge Graph, 2020

An Event-Centric Prediction System for COVID-19.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Knowledge Graph, 2020

Online Learning to Accelerate Neural Network Inference with Traveling Classifiers.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

On Partial Multi-Task Learning.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Lexical Simplification with Pretrained Encoders.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Recommending New Features from Mobile App Descriptions.

[BibT_eX]

[DOI]

ACM Trans. Softw. Eng. Methodol., 2019

Object Detection With Deep Learning: A Review.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2019

Majority Voting and Pairing with Multiple Noisy Labeling.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

A Study on Big Knowledge and Its Engineering Issues.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

Detecting and Assessing Anomalous Evolutionary Behaviors of Nodes in Evolving Social Networks.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2019

Heterogeneous-Length Text Topic Modeling for Reader-Aware Multi-Document Summarization.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2019

BAMB: A Balanced Markov Blanket Discovery Approach to Feature Selection.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2019

SEEN: A Selective Encryption Method to Ensure Confidentiality for Big Sensing Data Streams.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2019

OFS-Density: A novel online streaming feature selection method.

[BibT_eX]

[DOI]

Pattern Recognit., 2019

On big wisdom.

[BibT_eX]

[DOI]

Minghui Wu

Knowl. Inf. Syst., 2019

Multi-Objective Optimization-Based Networked Multi-Label Active Learning.

[BibT_eX]

[DOI]

J. Database Manag., 2019

Online streaming feature selection using adapted Neighborhood Rough Set.

[BibT_eX]

[DOI]

Inf. Sci., 2019

Transfer learning with deep manifold regularized auto-encoders.

[BibT_eX]

[DOI]

Neurocomputing, 2019

Multi-modal multi-view Bayesian semantic embedding for community question answering.

[BibT_eX]

[DOI]

Neurocomputing, 2019

A practical algorithm for solving the sparseness problem of short text clustering.

[BibT_eX]

[DOI]

Intell. Data Anal., 2019

A Simple BERT-Based Approach for Lexical Simplification.

[BibT_eX]

[DOI]

CoRR, 2019

Online Feature Selection for Streaming Features Using Self-Adaption Sliding-Window Sampling.

[BibT_eX]

[DOI]

IEEE Access, 2019

Document Specific Supervised Keyphrase Extraction With Strong Semantic Relations.

[BibT_eX]

[DOI]

IEEE Access, 2019

Two-Stage Entity Alignment: Combining Hybrid Knowledge Graph Embedding with Similarity-Based Relation Alignment.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

A Data-Aware Latent Factor Model for Web Service QoS Prediction.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

AAANE: Attention-Based Adversarial Autoencoder for Multi-scale Network Embedding.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

Online Learning from Capricious Data Streams: A Generative Approach.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Block-Structured Optimization for Anomalous Pattern Detection in Interdependent Networks.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Automatic Knowledge Graph Construction: A Report on the 2019 ICDM/ICBK Contest.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Local Graph Edge Partitioning with a Two-Stage Heuristic Method.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

CEPV: A Tree Structure Information Extraction and Visualization Tool for Big Knowledge Graph.

[BibT_eX]

[DOI]

Shaojing Sheng

Peng Zhou

Proceedings of the 2019 IEEE International Conference on Big Knowledge, 2019

Online Feature Selection with Capricious Streaming Features: A General Framework.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Online Learning from Data Streams with Varying Feature Spaces.

[BibT_eX]

[DOI]

Ege Beyazit

Jeevithan Alagurajah

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Improving Crowdsourced Label Quality Using Noise Correction.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Multi-Instance Learning with Discriminative Bag Mapping.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

A Fast Parallel Community Discovery Model on Complex Networks Through Approximate Optimization.

[BibT_eX]

[DOI]

Louis Alberto Gutierrez

IEEE Trans. Knowl. Data Eng., 2018

Editorial: TKDD Special Issue on Interactive Data Exploration and Analytics.

[BibT_eX]

[DOI]

Charu C. Aggarwal

ACM Trans. Knowl. Discov. Data, 2018

Employing Semantic Context for Sparse Information Extraction Assessment.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2018

Predicting Long-Term Trajectories of Connected Vehicles via the Prefix-Projection Technique.

[BibT_eX]

[DOI]

Louis Alberto Gutierrez

IEEE Trans. Intell. Transp. Syst., 2018

A Novel Variable Precision Reduction Approach to Comprehensive Knowledge Systems.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2018

NOSEP: Nonoverlapping Sequence Pattern Mining With Gap Constraints.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2018

Learning From Short Text Streams With Topic Drifts.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2018

Joint Feature Selection and Classification for Multilabel Learning.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2018

Multi-pattern matching with variable-length wildcards using suffix tree.

[BibT_eX]

[DOI]

Na Liu

Pattern Anal. Appl., 2018

Co-occurrence pattern mining based on a biological approximation scoring matrix.

[BibT_eX]

[DOI]

Pattern Anal. Appl., 2018

Welcoming two new Co-Editors-in-Chief for KAIS.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2018

Collective semantic behavior extraction in social networks.

[BibT_eX]

[DOI]

J. Comput. Sci., 2018

A set-level joint sparse representation for image set classification.

[BibT_eX]

[DOI]

Inf. Sci., 2018

A framework for semantic connection based topic evolution with DeepWalk.

[BibT_eX]

[DOI]

Jiamiao Wang

Intell. Data Anal., 2018

Collaborative social deep learning for celebrity recommendation.

[BibT_eX]

[DOI]

Intell. Data Anal., 2018

Efficient pattern matching with periodical wildcards in uncertain sequences.

[BibT_eX]

[DOI]

Intell. Data Anal., 2018

A survey on online feature selection with streaming features.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2018

Document-specific keyphrase candidate search and ranking.

[BibT_eX]

[DOI]

Qingren Wang

Expert Syst. Appl., 2018

STTM: A Tool for Short Text Topic Modeling.

[BibT_eX]

[DOI]

CoRR, 2018

Short text clustering based on Pitman-Yor process mixture model.

[BibT_eX]

[DOI]

Appl. Intell., 2018

NETASPNO: Approximate Strict Pattern Matching Under Nonoverlapping Condition.

[BibT_eX]

[DOI]

IEEE Access, 2018

Multi-Label Inference for Crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Scalable Active Learning by Approximated Error Reduction.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Supervised Data Synthesizing and Evolving - A Framework for Real-World Traffic Crash Severity Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

Feature-Induced Partial Multi-label Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

ASTM: An Attentional Segmentation Based Topic Model for Short Texts.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

Online Feature Selection for Streaming Features with High Redundancy Using Sliding-Window Sampling.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Big Knowledge, 2018

Stochastic Optimization for Market Return Prediction Using Financial Knowledge Graph.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Big Knowledge, 2018

Learning Simplified Decision Boundaries from Trapezoidal Data Streams.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

Knowledge Graph for Public Security Analytics.

[BibT_eX]

Proceedings of the 10th International Joint Conference on Knowledge Discovery, 2018

2017

Robust Joint Graph Sparse Coding for Unsupervised Spectral Feature Selection.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2017

Markov Blanket Feature Selection Using Representative Sets.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2017

On Deep Learning for Trust-Aware Recommendations in Social Networks.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2017

Incremental Subgraph Feature Selection for Graph Classification.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Learning on Big Graph: Label Inference and Regularization with Anchor Hierarchy.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

User Vitality Ranking and Prediction in Social Networking Services: A Dynamic Network Perspective.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Big Search in Cyberspace.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Streaming Feature Selection for Multilabel Learning Based on Fuzzy Mutual Information.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2017

Positive and Unlabeled Multi-Graph Learning.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

Image set classification based on cooperative sparse representation.

[BibT_eX]

[DOI]

Pattern Recognit., 2017

SALE: Self-adaptive LSH encoding for multi-instance learning.

[BibT_eX]

[DOI]

Pattern Recognit., 2017

Online feature selection for high-dimensional class-imbalanced data.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2017

Efficient sequential pattern mining with wildcards for keyphrase extraction.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2017

Consensus algorithms for biased labeling in crowdsourcing.

[BibT_eX]

[DOI]

Inf. Sci., 2017

Three-layer concept drifting detection in text data streams.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Towards Effective Bug Triage with Towards Effective Bug Triage with Software Data Reduction Techniques.

[BibT_eX]

[DOI]

CoRR, 2017

Strict pattern matching under non-overlapping condition.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2017

LDA-Based Topic Strength Analysis.

[BibT_eX]

[DOI]

Jiamiao Wang

Comput. Informatics, 2017

Knowledge Engineering With Big Data (BigKE): A 54-Month, 45-Million RMB, 15-Institution National Grand Project.

[BibT_eX]

[DOI]

IEEE Access, 2017

Topic Modeling over Short Texts by Incorporating Word Embeddings.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

A Self-Adaptive Sliding Window Based Topic Model for Non-uniform Texts.

[BibT_eX]

[DOI]

Jin He

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

Keyphrase Extraction with Sequential Pattern Mining.

[BibT_eX]

[DOI]

Qingren Wang

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Spatiochromatic Context Modeling for Color Saliency Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2016

Online Learning from Trapezoidal Data Streams.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

Multi-Class Ground Truth Inference in Crowdsourcing with Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

On the Feasibility of Distributed Kernel Regression for Big Data.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

Scalable Semi-Supervised Learning by Efficient Anchor Graph Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

Learning Label-Specific Features and Class-Dependent Labels for Multi-Label Classification.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

Discovering the k Representative Skyline Over a Sliding Window.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

Scalable and Accurate Online Feature Selection for Big Data.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2016

Scalable Nearest Neighbor Sparse Graph Approximation by Exploiting Graph Structure.

[BibT_eX]

[DOI]

Ming Shao

Yun Fu

IEEE Trans. Big Data, 2016

Corrupted and occluded face recognition via cooperative sparse representation.

[BibT_eX]

[DOI]

Pattern Recognit., 2016

LOFS: A library of online streaming feature selection.

[BibT_eX]

[DOI]

Kui Yu

Wei Ding

Knowl. Based Syst., 2016

Multi-document summarization using closed patterns.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2016

带有通配符和长度约束的模式匹配问题求解模型 (Models for Pattern Matching with Wildcards and Length Constraints).

[BibT_eX]

[DOI]

Hao Wang

Haiping Wang

计算机科学, 2016

Approximate pattern matching with gap constraints.

[BibT_eX]

[DOI]

J. Inf. Sci., 2016

Web News Extraction via Tag Path Feature Fusion Using DS Theory.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2016

Multi-label feature selection with streaming labels.

[BibT_eX]

[DOI]

Inf. Sci., 2016

Neighbor selection for multilabel classification.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Trust Agent-Based Behavior Induction in Social Networks.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2016

Camera Fingerprint: A New Perspective for Identifying User's Identity.

[BibT_eX]

[DOI]

CoRR, 2016

On digital image trustworthiness.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2016

Learning from crowdsourced labeled data: a survey.

[BibT_eX]

[DOI]

Artif. Intell. Rev., 2016

Topic Discovery from Heterogeneous Texts.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

Single Image Super Resolution with Neighbor Embedding and In-place Patch Matching.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Computing Theories and Application, 2016

A Real-Time Head Pose Estimation Using Adaptive POSIT Based on Modified Supervised Descent Method.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Computing Theories and Application, 2016

WEFEST: Word Embedding Feature Extension for Short Text Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

Concept Based Short Text Stream Classification with Topic Drifting Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Link Prediction-Based Multi-label Classification on Networked Data.

[BibT_eX]

[DOI]

Yinfeng Zhao

Proceedings of the IEEE First International Conference on Data Science in Cyberspace, 2016

2015

Imbalanced Multiple Noisy Labeling.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

Towards Effective Bug Triage with Software Data Reduction Techniques.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

Online Feature Selection with Group Structure Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

Visual Classification by ℓ1-Hypergraph Modeling.

[BibT_eX]

[DOI]

Meng Wang

Xueliang Liu

IEEE Trans. Knowl. Data Eng., 2015

Active Learning through Adaptive Heterogeneous Ensembling.

[BibT_eX]

[DOI]

Josh C. Bongard

IEEE Trans. Knowl. Data Eng., 2015

A Large Probabilistic Semantic Network Based Approach to Compute Term Similarity.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

Graph-Based Learning via Auto-Grouped Sparse Regularization and Kernelized Extension.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

Classification with Streaming Features: An Emerging-Pattern Mining Approach.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2015

Active Learning With Imbalanced Multiple Noisy Labeling.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2015

Cross-domain sentiment classification-feature divergence, polarity divergence or both?

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2015

Penalized partial least square discriminant analysis with l1 for multi-label data.

[BibT_eX]

[DOI]

Pattern Recognit., 2015

CEKA: a tool for mining the wisdom of crowds.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2015

Pattern matching with wildcards and length constraints using maximum network flow.

[BibT_eX]

[DOI]

J. Discrete Algorithms, 2015

Twitter K-H networks in action: Advancing biomedical literature for drug search.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2015

Automatic determination about precision parameter value based on inclusion degree with variable precision rough set model.

[BibT_eX]

[DOI]

Inf. Sci., 2015

Security and privacy protocols for perceptual image hashing.

[BibT_eX]

[DOI]

Int. J. Sens. Networks, 2015

ApLeaf: An efficient android-based plant leaf identification system.

[BibT_eX]

[DOI]

Chun Lung Philip Chen

Neurocomputing, 2015

Learning concept-drifting data streams with random ensemble decision trees.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Expanding dictionary for robust face recognition: pixel is not necessary while sparsity is.

[BibT_eX]

[DOI]

IET Comput. Vis., 2015

Knowledge Engineering with Big Data.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2015

Strict approximate pattern matching with general gaps.

[BibT_eX]

[DOI]

Appl. Intell., 2015

An Incremental Decision Tree for Mining Multilabel Data.

[BibT_eX]

[DOI]

Appl. Artif. Intell., 2015

Community Influence Analysis Based on Social Network Structures.

[BibT_eX]

[DOI]

Yi Li

Proceedings of the 2015 IEEE International Conference on Smart City/SocialCom/SustainCom/DataCom/SC2 2015, 2015

Tornado Forecasting with Multiple Markov Boundaries.

[BibT_eX]

[DOI]

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Saliency Detection with a Deeper Investigation of Light Field.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Plant identification using triangular representation based on salient points and margin points.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Towards Mining Trapezoidal Data Streams.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Learning Label Specific Features for Multi-label Classification.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Prediction of rice brown planthoppers based on system dynamics.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Fuzzy Systems and Knowledge Discovery, 2015

Improving Label Quality in Crowdsourcing Using Noise Correction.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014

Clustering web documents using hierarchical representation with multi-granularity.

[BibT_eX]

[DOI]

World Wide Web, 2014

Mining Semantically Consistent Patterns for Cross-View Data.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

Data Mining with Big Data.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

3-D Object Retrieval With Hausdorff Distance Learning.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Electron., 2014

Image Annotation by Multiple-Instance Learning With Discriminative Feature Mapping and Selection.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2014

How to Estimate the Regularization Parameter for Spectral Regression Discriminant Analysis and its Kernel Version?

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2014

A twitter recruitment intelligent system: association rule mining for smoking cessation.

[BibT_eX]

[DOI]

Alan Rubin

Soc. Netw. Anal. Min., 2014

A Matching Algorithm in PMWL based on CluTree.

[BibT_eX]

[DOI]

New Gener. Comput., 2014

Authorship identification from unstructured texts.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2014

Knowledge reduction for decision tables with attribute value taxonomies.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2014

Pattern Matching with Flexible Wildcards.

[BibT_eX]

[DOI]

Jipeng Qiang

J. Comput. Sci. Technol., 2014

MLSLR: Multilabel Learning via Sparse Logistic Regression.

[BibT_eX]

[DOI]

Inf. Sci., 2014

Image quality assessment based on matching pursuit.

[BibT_eX]

[DOI]

Inf. Sci., 2014

Quality of information-based source assessment and selection.

[BibT_eX]

[DOI]

Yaojin Lin

Neurocomputing, 2014

A New Supervised Feature Selection Method for Pattern Classification.

[BibT_eX]

[DOI]

Comput. Intell., 2014

Optimizing widths with PSO for center selection of Gaussian radial basis function networks.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2014

Editor's note.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2014

Misleading classification.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2014

Mining sequential patterns with periodic wildcard gaps.

[BibT_eX]

[DOI]

Appl. Intell., 2014

Ensemble learning from multiple information sources via label propagation and consensus.

[BibT_eX]

[DOI]

Yaojin Lin

Appl. Intell., 2014

Online learning with mobile sensor data for user recognition.

[BibT_eX]

[DOI]

Hai-Guang Li

Proceedings of the Symposium on Applied Computing, 2014

Single multiplicatively updated matrix factorization for co-clustering.

[BibT_eX]

[DOI]

Proceedings of the Symposium on Applied Computing, 2014

Towards Scalable and Accurate Online Feature Selection for Big Data.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Document-Specific Keyphrase Extraction Using Sequential Patterns with Wildcards.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Does Social Media Big Data Make the World Smaller? An Exploratory Analysis of Keyword-Hashtag Networks.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27, 2014

Mining patterns in Big Data K-H networks.

[BibT_eX]

[DOI]

Tamer Fandy

Proceedings of the 11th IEEE/ACS International Conference on Computer Systems and Applications, 2014

Plant Leaf Identification via a Growing Convolution Neural Network with Progressive Sample Learning.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2014, 2014

2013

Bridging Causal Relevance and Pattern Discriminability: Mining Emerging Patterns from High-Dimensional Data.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2013

Visual-Textual Joint Relevance Learning for Tag-Based Social Image Search.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2013

Multimedia encyclopedia construction by mining web knowledge.

[BibT_eX]

[DOI]

Signal Process., 2013

Online Feature Selection with Streaming Features.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2013

Anonymizing classification data using rough set theory.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2013

Extracting elite pairwise constraints for clustering.

[BibT_eX]

[DOI]

Neurocomputing, 2013

MAIL: mining sequential patterns with wildcards.

[BibT_eX]

[DOI]

Int. J. Data Min. Bioinform., 2013

Pnfs: Personalized Web News Filtering and Summarization.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Tools, 2013

Mining stable patterns in multiple correlated databases.

[BibT_eX]

[DOI]

Decis. Support Syst., 2013

PMBC: Pattern mining from biological sequences with wildcard constraints.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2013

Multi-level rough set reduction for decision rule mining.

[BibT_eX]

[DOI]

Appl. Intell., 2013

A relation extraction method of Chinese named entities based on location and semantic features.

[BibT_eX]

[DOI]

Appl. Intell., 2013

A real-time transportation prediction system.

[BibT_eX]

[DOI]

Appl. Intell., 2013

Pattern matching with wildcards and gap-length constraints based on a centrality-degree graph.

[BibT_eX]

[DOI]

Appl. Intell., 2013

Feature Selection by Joint Graph Sparse Coding.

[BibT_eX]

[DOI]

Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Multi-View Visual Classification via a Mixed-Norm Regularizer.

[BibT_eX]

[DOI]

Xiaofeng Zhu

Zi Huang

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

Towards long-lead forecasting of extreme flood events: a data mining framework for precipitation cluster precursors identification.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Online Group Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2013, 2013

Flexible Pattern Matching with Gap-Length and One-Off Conditions.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013

Markov Blanket Feature Selection with Non-faithful Data Distributions.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Group Feature Selection with Streaming Features.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Web news extraction via path ratios.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Computing term similarity by large probabilistic isA knowledge.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Assessing sparse information extraction using semantic contexts.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

A threshold method for imbalanced multiple noisy labeling.

[BibT_eX]

[DOI]

Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

A Twitter-based smoking cessation recruitment system.

[BibT_eX]

[DOI]

James R. Fingar

Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

Imbalanced Multiple Noisy Labeling for Supervised Learning.

[BibT_eX]

[DOI]

Victor Shengli Sheng

Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

Subchloroplast Location Prediction via Homolog Knowledge Transfer and Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

Online Group Feature Selection from Feature Streams.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012

ProteinNET: A Protein Interaction Network Integration System.

[BibT_eX]

[DOI]

Tianyu Cao

Xiaohua Hu

Proceedings of the Modern Advances in Intelligent Systems and Tools, 2012

Mining Recurring Concept Drifts with Limited Labeled Streaming Data.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2012

Cooperative Sparse Representation in Two Opposite Directions for Semi-Supervised Image Annotation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2012

Multimodal Graph-Based Reranking for Web Image Search.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2012

Compressed labeling on distilled labelsets for multi-label learning.

[BibT_eX]

[DOI]

Tianyi Zhou

Dacheng Tao

Mach. Learn., 2012

Fast Co-Clustering by Ranking and Sampling.

[BibT_eX]

[DOI]

Int. J. Softw. Informatics, 2012

Learning from concept drifting data streams with unlabeled data.

[BibT_eX]

[DOI]

Neurocomputing, 2012

Top-10 Data Mining Case Studies.

[BibT_eX]

[DOI]

Geoffrey J. McLachlan

Jian Pei

Ashok Srivastava

Osmar R. Zaïane

Int. J. Inf. Technol. Decis. Mak., 2012

The Apriori property of sequence pattern mining with wildcard gaps.

[BibT_eX]

[DOI]

Youxi Wu

Int. J. Funct. Informatics Pers. Medicine, 2012

Intrusion Detection Models Based on Data Mining.

[BibT_eX]

[DOI]

Guojun Mao

Xuxian Jiang

Int. J. Comput. Intell. Syst., 2012

Exploring Causal Relationships with Streaming Features.

[BibT_eX]

[DOI]

Comput. J., 2012

Mining bridging rules between conceptual clusters.

[BibT_eX]

[DOI]

Appl. Intell., 2012

Extracting Web News Using Tag Path Patterns.

[BibT_eX]

[DOI]

Gong-Qing Wu

Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence, 2012

Mining emerging patterns by streaming feature selection.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Coupled behavior analysis for capturing coupling relationships in group-based market manipulations.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Self-Taught Active Learning from Crowds.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

A Distributed Cache for Hadoop Distributed File System in Real-Time Cloud Services.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM/IEEE International Conference on Grid Computing, 2012

Online pattern matching with wildcards.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Granular Computing, 2012

Pattern matching with wildcards based on multiple suffix trees.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Granular Computing, 2012

2011

Fundamentals of association rules in data mining and knowledge discovery.

[BibT_eX]

[DOI]

WIREs Data Mining Knowl. Discov., 2011

Ontology-Based Business Process Customization for Composite Web Services.

[BibT_eX]

[DOI]

Qianhui Liang

E. K. Park

Taghi M. Khoshgoftaar

Chi-Hung Chi

IEEE Trans. Syst. Man Cybern. Part A, 2011

Subkilometer crater discovery with boosting and transfer learning.

[BibT_eX]

[DOI]

Wei Ding

Tomasz F. Stepinski

Yang Mu

Lourenço P. C. Bandeira

ACM Trans. Intell. Syst. Technol., 2011

A structurally motivated framework for discriminant analysis.

[BibT_eX]

[DOI]

Bo Yang

Songcan Chen

Pattern Anal. Appl., 2011

A Chinese time ontology for the Semantic Web.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2011

Corrective classification: Learning from data imperfections with aggressive and diverse classifier ensembling.

[BibT_eX]

[DOI]

Inf. Syst., 2011

Maximizing influence spread in modular social networks by optimal resource allocation.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2011

CLAP: Collaborative pattern mining for distributed information systems.

[BibT_eX]

[DOI]

Decis. Support Syst., 2011

Robust ensemble learning for mining noisy data streams.

[BibT_eX]

[DOI]

Decis. Support Syst., 2011

Manifold elastic net: a unified framework for sparse dimension reduction.

[BibT_eX]

[DOI]

Tianyi Zhou

Dacheng Tao

Data Min. Knowl. Discov., 2011

Mining Approximate Repeating Patterns from Sequence Data with Gap Constraints.

[BibT_eX]

[DOI]

Comput. Intell., 2011

A Bit-Parallel Algorithm for Sequential Pattern Matching with Wildcards.

[BibT_eX]

[DOI]

Cybern. Syst., 2011

Automatic clustering using genetic algorithms.

[BibT_eX]

[DOI]

Yongguo Liu

Yi-Dong Shen

Appl. Math. Comput., 2011

Active Learning of Model Parameters for Influence Maximization.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

Random Ensemble Decision Trees for Learning Concept-Drifting Data Streams.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2011

Cross-Domain Collaborative Filtering over Time.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2011, 2011

Personalized News Filtering and Summarization on the Web.

[BibT_eX]

[DOI]

Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011

Weighted Nonnegative Matrix Tri-Factorization for Co-clustering.

[BibT_eX]

[DOI]

Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011

An Epidemic Model for News Spreading on Twitter.

[BibT_eX]

[DOI]

Saeed Abdullah

Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011

Keyword extraction based on sequential pattern mining.

[BibT_eX]

[DOI]

Proceedings of the ICIMCS 2011, 2011

Causal Associative Classification.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

K-Means Clustering with Bagging and MapReduce.

[BibT_eX]

[DOI]

Proceedings of the 44th Hawaii International International Conference on Systems Science (HICSS-44 2011), 2011

Feature selection using hierarchical feature clustering.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Inferring Functional Groups from Microbial Gene Catalogue with Probabilistic Topic Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2011

2010

Discretization Methods.

[BibT_eX]

[DOI]

Geoffrey I. Webb

Proceedings of the Data Mining and Knowledge Discovery Handbook, 2nd ed., 2010

Nonnegative Matrix Factorization on Orthogonal Subspace.

[BibT_eX]

[DOI]

Hong Peng

Pattern Recognit. Lett., 2010

A Modified Semi-Supervised Learning Algorithm on Laplacian Eigenmaps.

[BibT_eX]

[DOI]

Neural Process. Lett., 2010

Special issue on selected papers from IEEE DMF 2008.

[BibT_eX]

[DOI]

Keith C. C. Chan

Knowl. Inf. Syst., 2010

Integrating induction and deduction for noisy data mining.

[BibT_eX]

[DOI]

Inf. Sci., 2010

News Filtering and Summarization on the Web.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2010

Exploratory analysis of protein translation regulatory networks using hierarchical random graphs.

[BibT_eX]

[DOI]

BMC Bioinform., 2010

A Random Decision Tree Ensemble for Mining Concept Drifts from Noisy Data Streams.

[BibT_eX]

[DOI]

Appl. Artif. Intell., 2010

Adaptive Informative Sampling for Active Learning.

[BibT_eX]

[DOI]

Josh C. Bongard

Proceedings of the SIAM International Conference on Data Mining, 2010

OASNET: an optimal allocation approach to influence maximization in modular social networks.

[BibT_eX]

[DOI]

Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Fast Orthogonal Nonnegative Matrix Tri-Factorization for Simultaneous Clustering.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

Rule Synthesizing from Multiple Related Databases.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

A matrix modular SVM robust to imbalanced data for efficient visual concept detection.

[BibT_eX]

[DOI]

Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010

Ensemble pruning via individual contribution ordering.

[BibT_eX]

[DOI]

Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

A Nettree for pattern Matching with flexible wildcard Constraints.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Information Reuse and Integration, 2010

Sequential Pattern Mining with Wildcards.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Conference on Tools with Artificial Intelligence, 2010

A Nettree for Approximate Maximal Pattern Matching with Gaps and One-Off Constraint.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Conference on Tools with Artificial Intelligence, 2010

Online Streaming Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010

NESVM: A Fast Gradient Method for Support Vector Machines.

[BibT_eX]

[DOI]

Tianyi Zhou

Dacheng Tao

Proceedings of the ICDM 2010, 2010

Causal Discovery from Streaming Features.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2010, 2010

SMILE: A Similarity-Based Approach for Multiple Instance Learning.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2010, 2010

10 Years of Data Mining Research: Retrospect and Prospect.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2010, 2010

Mining distribution change in stock order streams.

[BibT_eX]

[DOI]

Kotagiri Ramamohanarao

Proceedings of the 26th International Conference on Data Engineering, 2010

A Double-Window-Based Classification Algorithm for Concept Drifting Data Streams.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE International Conference on Granular Computing, 2010

Pattern Matching with Flexible Wildcards and Recurring Characters.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE International Conference on Granular Computing, 2010

A New Automatic Categorization Algorithm for Web Services.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE International Conference on Granular Computing, 2010

A 2-Tier Clustering Algorithm with Map-Reduce.

[BibT_eX]

[DOI]

Proceedings of the Fifth Annual ChinaGrid Conference, ChinaGrid 2010, Guangzhou, 2010

Semi-supervised Learning by Spectral Mapping with Label Information.

[BibT_eX]

[DOI]

Zhong-Qiu Zhao

Jun Gao

Proceedings of the Artificial Intelligence and Computational Intelligence, 2010

A Phrase-Based Method for Hierarchical Clustering of Web Snippets.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

Efficient missing data imputation for supervised learning.

[BibT_eX]

[DOI]

Manlong Zhu

Proceedings of the 9th IEEE International Conference on Cognitive Informatics, 2010

Online causal discovery.

[BibT_eX]

[DOI]

Kui Yu

Hao Wang

Proceedings of the 9th IEEE International Conference on Cognitive Informatics, 2010

Keyphrase extraction based on semantic relatedness.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Conference on Cognitive Informatics, 2010

2009

Optimizing Service Systems Based on Application-Level QoS.

[BibT_eX]

[DOI]

Qianhui Althea Liang

Hoong Chuin Lau

IEEE Trans. Serv. Comput., 2009

EIC Editorial: Introducing the New Editor-in-Chief and Four New Associate Editors.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2009

Regional category parsing in undirected graphical models.

[BibT_eX]

[DOI]

Zhao Xie

Jun Gao

Pattern Recognit. Lett., 2009

Geometric Mean for Subspace Selection.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2009

Ubiquitous Mining with Interactive Data Mining Agents.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2009

An Agent-Based Hybrid System for Microarray Data Analysis.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2009

Mining globally interesting patterns from multiple databases using kernel estimation.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2009

A Comparative Study of Pattern Matching Algorithms on Sequences.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets, 2009

BPBM: An Algorithm for String Matching with Wildcards and Length Constraints.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets, 2009

An Aggregate Ensemble for Mining Concept Drifting Data Streams with Noise.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

Parameter Estimdation in Semi-Random Decision Tree Ensembling on Streaming Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

Pattern Matching with Wildcards based on Key Character Location.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Information Reuse and Integration, 2009

Error Detection and Uncertainty Modeling for Imprecise Data.

[BibT_eX]

[DOI]

Proceedings of the ICTAI 2009, 2009

Approximate Repeating Pattern Mining with Gap Requirements.

[BibT_eX]

[DOI]

Proceedings of the ICTAI 2009, 2009

Vague One-Class Learning for Data Streams.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2009, 2009

Multi-sphere Support Vector Data Description for Outliers Detection on Multi-distribution Data.

[BibT_eX]

[DOI]

Proceedings of the ICDM Workshops 2009, 2009

Active Learning with Adaptive Heterogeneous Ensembles.

[BibT_eX]

[DOI]

Josh C. Bongard

Proceedings of the ICDM 2009, 2009

Ubiquitous personalized information processing with wildcards.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE International Conference on Granular Computing, 2009

A relation extraction method of Chinese named entities based on location and semantic features.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE International Conference on Granular Computing, 2009

Pattern Matching with Independent Wildcard Gaps.

[BibT_eX]

[DOI]

Proceedings of the Eighth IEEE International Conference on Dependable, 2009

Local Semi-linear Regression for River Runoff Forecasting.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

Mining Frequent Patterns with Gaps and One-Off Condition.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

MReC4.5: C4.5 Ensemble Classification with MapReduce.

[BibT_eX]

[DOI]

Proceedings of the Fourth ChinaGrid Annual Conference, ChinaGrid 2009, Yantai, Shandong, 2009

Clustering Web Services for Automatic Categorization.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE International Conference on Services Computing (SCC 2009), 2009

2008

Data Mining.

[BibT_eX]

[DOI]

Proceedings of the Wiley Encyclopedia of Computer Science and Engineering, 2008

Mining With Noise Knowledge: Error-Aware Data Mining.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part A, 2008

TKDE 20(12) (December 2008) EIC Editorial: State of the Transactions.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2008

Editorial: TKDE Editorial Board Changes.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2008

Bayesian Tensor Approach for 3-D Face Modeling.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2008

Computing the minimum-support for mining frequent patterns.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2008

Top 10 algorithms in data mining.

[BibT_eX]

[DOI]

Geoffrey J. McLachlan

Knowl. Inf. Syst., 2008

Tensor Rank One Discriminant Analysis - A convergent method for discriminative multilinear subspace selection.

[BibT_eX]

[DOI]

Neurocomputing, 2008

Conceptual equivalence for contrast mining in classification learning.

[BibT_eX]

[DOI]

Data Knowl. Eng., 2008

Error-Tolerant Data Mining.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based Software Engineering, 2008

Automatic Recognition of News Web Pages.

[BibT_eX]

[DOI]

Proceedings of the Intelligence and Security Informatics, 2008

Keyphrase Extraction from Chinese News Web Pages Based on Semantic Relations.

[BibT_eX]

[DOI]

Proceedings of the Intelligence and Security Informatics, 2008

Bayesian tensor analysis.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2008

Robust Application-Level QoS Management in Service-Oriented Systems.

[BibT_eX]

[DOI]

Qianhui Liang

Hoong Chuin Lau

Proceedings of the 2008 IEEE International Conference on e-Business Engineering, 2008

Cleansing Noisy Data Streams.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Multilayer Change-Point Detection on Stock Order Flows by Wavelet Transformation.

[BibT_eX]

[DOI]

Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Keyword Extraction Based on Lexical Chains and Word Co-occurrence for Chinese News Web Pages.

[BibT_eX]

[DOI]

Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Data Mining: Algorithms and Problems.

[BibT_eX]

[DOI]

Proceedings of the Hybrid Artificial Intelligence Systems, Third International Workshop, 2008

A New Descriptive Clustering Algorithm based on Nonnegative Matrix Factorization.

[BibT_eX]

[DOI]

Hong Peng

Proceedings of the 2008 IEEE International Conference on Granular Computing, 2008

An Intrusion Detection Model Based on Mining Data Streams.

[BibT_eX]

DongJun Zong

Guojun Mao

Proceedings of The 2008 International Conference on Data Mining, 2008

Mining Concept-Drifting Data Streams with Multiple Semi-Random Decision Trees.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications, 4th International Conference, 2008

User-Centered Biological Information Location by Combining User Profiles and Domain Knowledge.

[BibT_eX]

[DOI]

Jeffrey Stone

Marc Greenblatt

Proceedings of the Next Generation of Data Mining., 2008

2007

EIC Editorial: 2007 TKDE Editorial Board Changes.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2007

TKDE Guidelines for Survey Papers.

[BibT_eX]

[DOI]

Christopher W. Clifton

Christos Faloutsos

IEEE Trans. Knowl. Data Eng., 2007

Generic object recognition with regional statistical models and layer joint boosting.

[BibT_eX]

[DOI]

Jun Gao

Zhao Xie

Pattern Recognit. Lett., 2007

General Tensor Discriminant Analysis and Gabor Features for Gait Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2007

Mining Sequential Patterns across Time Sequences.

[BibT_eX]

[DOI]

Gong Chen

New Gener. Comput., 2007

Supervised tensor learning.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2007

Mining maximal frequent itemsets from data streams.

[BibT_eX]

[DOI]

J. Inf. Sci., 2007

Real-Time Texture Synthesis Using s-Tile Set.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2007

A Semi-Random Multiple Decision-Tree Algorithm for Mining Data Streams.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2007

A New Algorithm for Attribute Reduction in Decision Tables.

[BibT_eX]

[DOI]

Junhua Shi

Proceedings of the Rough Sets, 2007

A Parallel Algorithm for Learning Bayesian Networks.

[BibT_eX]

[DOI]

Kui Yu

Hao Wang

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

Class Noise vs Attribute Noise: Their Impacts, Detection and Cleansing.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

Varying Density Spatial Clustering Based on a Hierarchical Tree.

[BibT_eX]

[DOI]

Dongbo Wang

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2007

Mining Frequent Patterns with Wildcards from Biological Sequences.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Information Reuse and Integration, 2007

An Empirical Study of the Noise Impact on Cost-Sensitive Learning.

[BibT_eX]

[DOI]

Taghi M. Khoshgoftaar

Yong Shi

Proceedings of the IJCAI 2007, 2007

Mining Complex Patterns across Sequences with Gap Requirements.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2007, 2007

Probabilistic Tensor Analysis with Akaike and Bayesian Information Criteria.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing, 14th International Conference, 2007

Noise Modeling with Associative Corruption Rules.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

General Averaged Divergence Analysis.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Discovering Relational Patterns across Multiple Databases.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Data Engineering, 2007

Mining Frequent Itemsets Using a Pruned Concept Lattice.

[BibT_eX]

[DOI]

Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007

Mining with Noise Knowledge: Error Aware Data Mining.

[BibT_eX]

[DOI]

Proceedings of the Computational Intelligence and Security, International Conference, 2007

SAIL-APPROX: An Efficient On-Line Algorithm for Approximate Pattern Matching with Wildcards and Length Constraints.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2007

Iterative Refinement of Repeat Sequence Specification Using Constrained Pattern Matching.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

Measuring the Uncertainty of Differences for Contrasting Groups.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006

SVM-OD: SVM Method to Detect Outliers.

[BibT_eX]

[DOI]

Proceedings of the Foundations and Novel Approaches in Data Mining, 2006

Class Noise Handling for Effective Cost-Sensitive Learning by Cost-Guided Iterative Classification Filtering.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2006

EIC Editorial: TKDE Editorial Board Changes.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2006

EIC Editorial: State of the Transactions.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2006

Asymmetric Bagging and Random Subspace for Support Vector Machines-Based Relevance Feedback in Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2006

Effective classification of noisy data streams with attribute-oriented dynamic classifier selection.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2006

Efficient string matching with wildcards and length constraints.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2006

10 Challenging Problems in Data Mining Research.

[BibT_eX]

[DOI]

Qiang Yang

Int. J. Inf. Technol. Decis. Mak., 2006

A logical framework for identifying quality knowledge from different data sources.

[BibT_eX]

[DOI]

Decis. Support Syst., 2006

Bridging Local and Global Data Cleansing: Identifying Class Noise in Large, Distributed Data Datasets.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2006

Mining in Anticipation for Concept Change: Proactive-Reactive Prediction in Data Streams.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2006

Identifying bridging rules between conceptual clusters.

[BibT_eX]

[DOI]

Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

Triangulation of Bayesian Networks Using an Adaptive Genetic Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems, 16th International Symposium, 2006

Ontology-based feature weighting for biomedical literature classification.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Conference on Information Reuse and Integration, 2006

Scalable Representative Instance Selection and Ranking.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Corrective Classification: Classifier Ensembling with Corrective and Diverse Base Learners.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Elapsed Time in Human Gait Recognition: A New Approach.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Error awareness data mining.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Conference on Granular Computing, 2006

User-Centered Agents for Structured Information Location on the Web.

[BibT_eX]

[DOI]

Proceedings of the Tenth IEEE International Enterprise Distributed Object Computing Conference (EDOC 2006), 2006

Human Carrying Status in Visual Surveillance.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

2005

Video Data Mining: Semantic Indexing and Event Detection from the Association Perspective.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2005

Cost-Constrained Data Acquisition for Intelligent Data Preparation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2005

Editorial: TKDE Topic Area Revisions.

[BibT_eX]

[DOI]

Christos Faloutsos

IEEE Trans. Knowl. Data Eng., 2005

Mining Frequent Patterns with the Pattern Tree.

[BibT_eX]

[DOI]

Hao Huang

Richard Relue

New Gener. Comput., 2005

Database classification for multi-database mining.

[BibT_eX]

[DOI]

Inf. Syst., 2005

Support vector machines based on K-means clustering for real-time business intelligence systems.

[BibT_eX]

[DOI]

Jiaqi Wang

Int. J. Bus. Intell. Data Min., 2005

Rearranging data objects for efficient and stable clustering.

[BibT_eX]

[DOI]

Gyesung Lee

Jinho Chon

Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005

Combining proactive and reactive predictions for data streams.

[BibT_eX]

[DOI]

Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005

Scalable Inductive Learning on Partitioned Data.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems, 15th International Symposium, 2005

ACE: An Aggressive Classifier Ensemble with Error Detection, Correction, and Cleansing.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2005), 2005

Sequential Pattern Mining in Multiple Streams.

[BibT_eX]

[DOI]

Gong Chen

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

A Decremental Algorithm for Maintaining Frequent Itemsets in Dynamic Databases.

[BibT_eX]

[DOI]

Proceedings of the Data Warehousing and Knowledge Discovery, 2005

Discretization Methods.

[BibT_eX]

Geoffrey I. Webb

Proceedings of the Data Mining and Knowledge Discovery Handbook., 2005

2004

Knowledge Discovery in Multiple Databases.

[BibT_eX]

[DOI]

Advanced Information and Knowledge Processing, Springer, ISBN: 978-0-85729-388-6, 2004

Efficient mining of both positive and negative association rules.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2004

Exploring video content structure for hierarchical summarization.

[BibT_eX]

[DOI]

Multim. Syst., 2004

Editorial: Introducing the New Editor-in-Chief.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2004

Parameter Tuning for Induction-Algorithm-Oriented Feature Elimination.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2004

Guest Editors' Introduction: Mining Actionable Knowledge on the Web.

[BibT_eX]

[DOI]

Qiang Yang

Craig A. Knoblock

IEEE Intell. Syst., 2004

Data Mining: An AI Perspective.

[BibT_eX]

[DOI]

IEEE Intell. Informatics Bull., 2004

Class Noise vs. Attribute Noise: A Quantitative Study.

[BibT_eX]

[DOI]

Artif. Intell. Rev., 2004

Data Mining: Artificial Intelligence in Data Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2004), 2004

Dealing with Predictive-but-Unpredictable Attributes in Noisy Data Sources.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery in Databases: PKDD 2004, 2004

OIDM: Online Interactive Data Mining.

[BibT_eX]

[DOI]

Proceedings of the Innovations in Applied Artificial Intelligence, 2004

Data Acquisition with Active and Impact-Sensitive Instance Selection.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2004), 2004

Knowledge Discovery in Multiple Databases.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2004), 2004

Dynamic Classifier Selection for Effective Mining from Noisy Data Streams.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

Cost-Guided Class Noise Handling for Effective Cost-Sensitive Learning.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

An Intelligent Digital Library System for Biologists.

[BibT_eX]

[DOI]

Jeffrey Stone

Marc Greenblatt

Proceedings of the 3rd International IEEE Computer Society Computational Systems Bioinformatics Conference, 2004

Error Detection and Impact-Sensitive Instance Ranking in Noisy Datasets.

[BibT_eX]

[DOI]

Proceedings of the Nineteenth National Conference on Artificial Intelligence, 2004

2003

Synthesizing High-Frequency Rules from Different Data Sources.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2003

Hierarchical video content description and summarization using unified semantic and visual similarity.

[BibT_eX]

[DOI]

Multim. Syst., 2003

Data Mining: How Research Meets Practical Development?

[BibT_eX]

[DOI]

Gregory Piatetsky-Shapiro

Philip S. Yu

Knowl. Inf. Syst., 2003

Online First publication.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2003

Multi-Database Mining.

[BibT_eX]

[DOI]

IEEE Intell. Informatics Bull., 2003

Mining Video Associations for Efficient Database Management.

[BibT_eX]

[DOI]

Proceedings of the IJCAI-03, 2003

Eliminating Class Noise in Large Datasets.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2003

Sequential association mining for video summarization.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

2002

Using Knowledge Anchors to Reduce Cognitive Overheads.

[BibT_eX]

[DOI]

Stephen Ransom

Computer, 2002

Message from the TCCI Chair.

[BibT_eX]

[DOI]

IEEE Intell. Informatics Bull., 2002

Knowledge discovery in very large databases.

[BibT_eX]

[DOI]

Proceedings of the 14th international conference on Software engineering and knowledge engineering, 2002

Dynamic Refinement of Classification Rules.

[BibT_eX]

[DOI]

Kalyani K. Manchi

Proceedings of the 14th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2002), 2002

Mining Both Positive and Negative Association Rules.

[BibT_eX]

Proceedings of the Machine Learning, 2002

Association Analysis with One Scan of Databases.

[BibT_eX]

[DOI]

Hao Huang

Richard Relue

Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002

2001

Large Scale Data Mining Based on Data Partitioning.

[BibT_eX]

[DOI]

Appl. Artif. Intell., 2001

User-Centered Agents for Structured Information Location.

[BibT_eX]

[DOI]

Daniel Ngu

Sameer Pradhan

Proceedings of the E-Commerce Agents, 2001

Efficient Runtime Generation of Association Rules.

[BibT_eX]

[DOI]

Richard Relue

Hao Huang

Proceedings of the 2001 ACM CIKM International Conference on Information and Knowledge Management, 2001

2000

Knowledge object modeling.

[BibT_eX]

[DOI]

Kevin Cai

IEEE Trans. Syst. Man Cybern. Part A, 2000

Building Intelligent Learning Database Systems.

[BibT_eX]

[DOI]

AI Mag., 2000

1999

Induction By Attribute Elimination.

[BibT_eX]

[DOI]

David Urpani

IEEE Trans. Knowl. Data Eng., 1999

Fuzzy interpretation of discretized intervals.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 1999

Editorial.

[BibT_eX]

[DOI]

Benjamin W. Wah

Knowl. Inf. Syst., 1999

Induction as Pre-processing.

[BibT_eX]

[DOI]

Proceedings of the Methodologies for Knowledge Discovery and Data Mining, 1999

1998

RIEVL: Recursive Induction Learning in Hand Gesture Recognition.

[BibT_eX]

[DOI]

Meide Zhao

Francis K. H. Quek

IEEE Trans. Pattern Anal. Mach. Intell., 1998

Rule Induction with Extension Matrices.

[BibT_eX]

[DOI]

J. Am. Soc. Inf. Sci., 1998

LFA+: A Fast Chaining Algorithm for Rule-Based Systems.

[BibT_eX]

Guang Fang

Matjaz Gams

Informatica (Slovenia), 1998

Object-Oriented Modeling of Multimedia Documents.

[BibT_eX]

[DOI]

Thuy-Linh Nguyen

Sayed Sajeev

Comput. Networks, 1998

Wide Area Selection as a Hyperdocument Search Interface.

[BibT_eX]

[DOI]

Jason Lowder

Comput. Networks, 1998

Learning Design Knowledge as Generalization.

[BibT_eX]

[DOI]

Heng Li

Cybern. Syst., 1998

Interest Discovery for Incremental Web Exploration.

[BibT_eX]

Daniel Siaw Weng Ngu

Proceedings of WebNet 98, 1998

Multi-layer Incremental Induction.

[BibT_eX]

[DOI]

William H. W. Lo

Proceedings of the PRICAI'98, 1998

1997

Disorientation and Cognitive Overhead in Hypertext Systems.

[BibT_eX]

[DOI]

Stephen Ransom

Heinz W. Schmidt

Int. J. Artif. Intell. Tools, 1997

SiteHelper: A Localized Agent That Helps Incremental Exploration of the World Wide Web.

[BibT_eX]

[DOI]

Daniel Siaw Weng Ngu

Comput. Networks, 1997

Hybrid Interpretation of 'No Match' and 'Multiple Match' in Induction.

[BibT_eX]

[DOI]

Comput. J., 1997

A Study of Causal Discovery With Weak Links and Small Samples.

[BibT_eX]

[DOI]

Proceedings of the Fifteenth International Joint Conference on Artificial Intelligence, 1997

Schedular++: Scheduling with Knowledge Objects.

[BibT_eX]

[DOI]

Kevin Cai

Heinz W. Schmidt

Proceedings of the 9th International Conference on Tools with Artificial Intelligence, 1997

1996

Noise Handling with Extension Matrices.

[BibT_eX]

[DOI]

Johan Krisár

Petter Måhlén

Int. J. Artif. Intell. Tools, 1996

A Bayesian Discretizer for Real-Valued Attributes.

[BibT_eX]

[DOI]

Comput. J., 1996

RITIO - Rule Induction Two In One.

[BibT_eX]

[DOI]

David Urpani

Jim Sykes

Proceedings of the Second International Conference on Knowledge Discovery and Data Mining (KDD-96), 1996

Rule Induction Without Decision Tree Construction.

[BibT_eX]

David Urpani

James A. Sykes

Proceedings of the 12th European Conference on Artificial Intelligence, 1996

1995

Knowledge Objects.

[BibT_eX]

Sita Ramakrishnan

Heinz W. Schmidt

Informatica (Slovenia), 1995

Fuzzy Interpretation of Induction Results.

[BibT_eX]

[DOI]

Petter Måhlén

Proceedings of the First International Conference on Knowledge Discovery and Data Mining (KDD-95), 1995

SIKT: A Structured Interactive Knowledge Transfer Program.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, 1995

1994

Lecture Notes in Machine Learning.

[BibT_eX]

Informatica (Slovenia), 1994

1993

Inductive learning.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 1993

A Prolog-Based Presentation for Integrating Knowledge and Data.

[BibT_eX]

Informatica (Slovenia), 1993

Inductive learning: Algorithms and frontiers.

[BibT_eX]

[DOI]

Artif. Intell. Rev., 1993

The HCV Induction Algorithm.

[BibT_eX]

[DOI]