Chengqi Zhang

Proceedings of the 17th International Conference on Computational Intelligence and Security CIS 2021, 2021

Semi-supervised Variational Multi-view Anomaly Detection.

[BibT_eX]

[DOI]

Shaoshen Wang

Farookh Khadeer Hussain

Proceedings of the Web and Big Data - 5th International Joint Conference, 2021

2020

Federated Learning for Open Banking.

[BibT_eX]

[DOI]

Proceedings of the Federated Learning - Privacy and Incentive, 2020

Social Recommendation With Evolutionary Opinion Dynamics.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2020

Time-Variant Graph Classification.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2020

Fast and Low Memory Cost Matrix Factorization: Algorithm, Analysis, and Case Study.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2020

Learning Graph Embedding With Adversarial Training Methods.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2020

Network Representation Learning: A Survey.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2020

Community detection in complex network based on APT method.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2020

Towards Coarse and Fine-grained Multi-Graph Multi-Label Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Measuring Time-Sensitive and Topic-Specific Influence in Social Networks With LSTM and Self-Attention.

[BibT_eX]

[DOI]

IEEE Access, 2020

Cooperative Heterogeneous Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Deep Reinforcement Learning with Stacked Hierarchical Attention for Text-based Games.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Effective Search of Logical Forms for Weakly Supervised Knowledge-Based Question Answering.

[BibT_eX]

[DOI]

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

BiteNet: Bidirectional Temporal Encoder Network to Predict Medical Outcomes.

[BibT_eX]

[DOI]

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

Improving Long-Tail Relation Extraction with Collaborating Relation-Augmented Attention.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computational Linguistics, 2020

RatE: Relation-Adaptive Translating Embedding for Knowledge Graph Completion.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Deep Reinforcement Learning with Transformers for Text Adventure Games.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Games, 2020

Competitive and Cooperative Heterogeneous Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

Attribute Propagation Network for Graph Zero-Shot Learning.

[BibT_eX]

[DOI]

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

2019

Improved Consistent Weighted Sampling Revisited.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

CFOND: Consensus Factorization for Co-Clustering Networked Data.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

Deep Learning From Noisy Image Labels With Quality Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Cost-Sensitive Parallel Learning Framework for Insurance Intelligence Operation.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Electron., 2019

Salient Subsequence Learning for Time Series Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2019

Preliminary Application of Intravoxel Incoherent Motion Diffusion-Weighted Imaging in Diagnosing Lung Cancer.

[BibT_eX]

[DOI]

J. Medical Imaging Health Informatics, 2019

Attributed network embedding via subspace discovery.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2019

Learning to Propagate for Graph Meta-Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Tensorized Self-Attention: Efficiently Modeling Pairwise and Global Dependencies Together.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Graph WaveNet for Deep Spatial-Temporal Graph Modeling.

[BibT_eX]

[DOI]

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

Attributed Graph Clustering: A Deep Attentional Embedding Approach.

[BibT_eX]

[DOI]

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

Prototype Propagation Networks (PPN) for Weakly-supervised Few-shot Learning on Category Graph.

[BibT_eX]

[DOI]

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

2018

Dual influence embedded social recommendation.

[BibT_eX]

[DOI]

World Wide Web, 2018

Multiple Structure-View Learning for Graph Classification.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Dynamic Affinity Graph Construction for Spectral Clustering Using Multiple Features.

[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

K-Ary Tree Hashing for Fast Graph Classification.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

Fast Directional Self-Attention Mechanism.

[BibT_eX]

[DOI]

CoRR, 2018

Adversarially Regularized Graph Autoencoder.

[BibT_eX]

[DOI]

CoRR, 2018

Advances in Processing, Mining, and Learning Complex Data: From Foundations to Real-World Applications.

[BibT_eX]

[DOI]

Complex., 2018

MetaGraph2Vec: Complex Semantic Path Augmented Heterogeneous Network Embedding.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Cost-sensitive Hybrid Neural Networks for Heterogeneous and Imbalanced Data.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Efficient Attributed Network Embedding via Recursive Randomized Hashing.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Reinforced Self-Attention Network: a Hybrid of Hard and Soft Attention for Sequence Modeling.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Adversarially Regularized Graph Autoencoder for Graph Embedding.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Bi-Directional Block Self-Attention for Fast and Memory-Efficient Sequence Modeling.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Learning Representations, 2018

SINE: Scalable Incomplete Network Embedding.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

Binarized attributed network embedding.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Incremental Subgraph Feature Selection for Graph Classification.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Combining Structured Node Content and Topology Information for Networked Graph Clustering.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2017

Positive and Unlabeled Multi-Graph Learning.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

Task Sensitive Feature Exploration and Learning for Multitask Graph Classification.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

Exploring Consensus RNA Substructural Patterns Using Subgraph Mining.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2017

Using propensity scores to predict the kinases of unannotated phosphopeptides.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2017

Boosting for graph classification with universum.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2017

Collective Hyping Detection System for Identifying Online Spam Activities.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2017

Consistent Weighted Sampling Made More Practical.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on World Wide Web, 2017

User Profile Preserving Social Network Embedding.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Recommendation vs Sentiment Analysis: A Text-Driven Latent Factor Model for Rating Prediction with Cold-Start Awareness.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Protecting Location Privacy in Spatial Crowdsourcing using Encrypted Data.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Extending Database Technology, 2017

2016

Towards Anomalous Diffusion Sources Detection in a Large Network.

[BibT_eX]

[DOI]

ACM Trans. Internet Techn., 2016

Compound Rank-k Projections for Bilinear 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

Joint Structure Feature Exploration and Regularization for Multi-Task Graph Classification.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

Convex Sparse PCA for Unsupervised Feature Learning.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2016

SODE: Self-Adaptive One-Dependence Estimators for classification.

[BibT_eX]

[DOI]

Pattern Recognit., 2016

Multi-graph-view subgraph mining for graph classification.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2016

Interval-Based Similarity for Classifying Conserved RNA Secondary Structures.

[BibT_eX]

[DOI]

Yi-Ping Phoebe Chen

IEEE Intell. Syst., 2016

Time-Variant Graph Classification.

[BibT_eX]

[DOI]

CoRR, 2016

PerSentiment: A Personalized Sentiment Classification System for Microblog Users.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on World Wide Web, 2016

Build Emotion Lexicon from the Mood of Crowd via Topic-Assisted Joint Non-negative Matrix Factorization.

[BibT_eX]

[DOI]

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Exploring Heterogeneous Product Networks for Discovering Collective Marketing Hyping Behavior.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016

Cross-View Feature Hashing for Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016

Co-clustering enterprise social networks.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Unsupervised Feature Learning from Time Series.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Tri-Party Deep Network Representation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Depth-First Search Encoding of RNA Substructures.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Computing Theories and Application, 2016

Homophily, Structure, and Content Augmented Network Representation Learning.

[BibT_eX]

[DOI]

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

Inferring Latent Network from Cascade Data for Dynamic Social Recommendation.

[BibT_eX]

[DOI]

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

Canonical Consistent Weighted Sampling for Real-Value Weighted Min-Hash.

[BibT_eX]

[DOI]

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

Collective Classification via Discriminative Matrix Factorization on Sparsely Labeled Networks.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Global and Local Influence-based Social Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Mining Co-locations from Continuously Distributed Uncertain Spatial Data.

[BibT_eX]

[DOI]

Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016

Dynamic Concept Composition for Zero-Example Event Detection.

[BibT_eX]

[DOI]

Alexander G. Hauptmann

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

TrGraph: Cross-Network Transfer Learning via Common Signature Subgraphs.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

Modeling Location-Based User Rating Profiles for Personalized Recommendation.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2015

Graph Ensemble Boosting for Imbalanced Noisy Graph Stream Classification.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2015

Rating Knowledge Sharing in Cross-Domain Collaborative Filtering.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2015

Finding the best not the most: regularized loss minimization subgraph selection for graph classification.

[BibT_eX]

[DOI]

Pattern Recognit., 2015

Self-adaptive attribute weighting for Naive Bayes classification.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2015

RCP Mining: Towards the Summarization of Spatial Co-location Patterns.

[BibT_eX]

[DOI]

Proceedings of the Advances in Spatial and Temporal Databases, 2015

Locally Densest Subgraph Discovery.

[BibT_eX]

[DOI]

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

Online diffusion source detection in social networks.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Scalable Maximum Margin Matrix Factorization by Active Riemannian Subspace Search.

[BibT_eX]

[DOI]

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

Multi-Graph-View Learning for Complicated Object Classification.

[BibT_eX]

[DOI]

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

Towards Mining Trapezoidal Data Streams.

[BibT_eX]

[DOI]

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

Build Emotion Lexicon from Microblogs by Combining Effects of Seed Words and Emoticons in a Heterogeneous Graph.

[BibT_eX]

[DOI]

Proceedings of the 26th ACM Conference on Hypertext & Social Media, 2015

Defragging Subgraph Features for Graph Classification.

[BibT_eX]

[DOI]

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

SocialAnalysis: A Real-Time Query and Mining System from Social Media Data Streams.

[BibT_eX]

[DOI]

Proceedings of the Databases Theory and Applications, 2015

2014

Bag Constrained Structure Pattern Mining for Multi-Graph Classification.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

Active Learning without Knowing Individual Instance Labels: A Pairwise Label Homogeneity Query Approach.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

The effect of varying levels of class distribution on bagging for different algorithms: An empirical study.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., 2014

Matching dominance: capture the semantics of dominance for multi-dimensional uncertain objects.

[BibT_eX]

[DOI]

Ying Zhang

Wenjie Zhang

Xuemin Lin

Muhammad Aamir Cheema

Proceedings of the Conference on Scientific and Statistical Database Management, 2014

Scalable big graph processing in MapReduce.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Management of Data, 2014

Multi-Graph Learning with Positive and Unlabeled Bags.

[BibT_eX]

[DOI]

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

Multi-Instance Learning from Positive and Unlabeled Bags.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

Dual instance and attribute weighting for Naive Bayes classification.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Attribute weighting: How and when does it work for Bayesian Network Classification.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Multi-graph-view Learning for Graph Classification.

[BibT_eX]

[DOI]

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

SNOC: Streaming Network Node Classification.

[BibT_eX]

[DOI]

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

Exploring Features for Complicated Objects: Cross-View Feature Selection for Multi-Instance Learning.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013

Noisy but non-malicious user detection in social recommender systems.

[BibT_eX]

[DOI]

World Wide Web, 2013

Learning colours from textures by sparse manifold embedding.

[BibT_eX]

[DOI]

Signal Process., 2013

Active Class Discovery and Learning for Networked Data.

[BibT_eX]

[DOI]

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

Mining Probabilistic Representative Frequent Patterns From Uncertain Data.

[BibT_eX]

[DOI]

Chunyang Liu

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

Cost-Sensitive Classification with k-Nearest Neighbors.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2013

Summarizing probabilistic frequent patterns: a fast approach.

[BibT_eX]

[DOI]

Chunyang Liu

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

Multi-instance Multi-graph Dual Embedding Learning.

[BibT_eX]

[DOI]

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

Mining Dependent Frequent Serial Episodes from Uncertain Sequence Data.

[BibT_eX]

[DOI]

Li Wan

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

Graph stream classification using labeled and unlabeled graphs.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Mining frequent serial episodes over uncertain sequence data.

[BibT_eX]

[DOI]

Li Wan

Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013

2012

Probabilistic Exposure Fusion.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2012

Cost-sensitive classification with inadequate labeled data.

[BibT_eX]

[DOI]

Inf. Syst., 2012

Session Communication and Integration

[BibT_eX]

[DOI]

Guoxin Su

Mingsheng Ying

CoRR, 2012

Mining bridging rules between conceptual clusters.

[BibT_eX]

[DOI]

Appl. Intell., 2012

Semantic Analysis of Component-aspect Dynamism for Connector-based Architecture Styles.

[BibT_eX]

[DOI]

Guoxin Su

Mingsheng Ying

Proceedings of the 2012 Joint Working IEEE/IFIP Conference on Software Architecture and European Conference on Software Architecture, 2012

Nested Subtree Hash Kernels for Large-Scale Graph Classification over Streams.

[BibT_eX]

[DOI]

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

TCSST: transfer classification of short & sparse text using external data.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

An efficient and simple under-sampling technique for imbalanced time series classification.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

A Comparative Study of Sampling Methods and Algorithms for Imbalanced Time Series Classification.

[BibT_eX]

[DOI]

Proceedings of the AI 2012: Advances in Artificial Intelligence, 2012

System Modeling of a Smart-Home Healthy Lifestyle Assistant.

[BibT_eX]

[DOI]

Proceedings of the Agents and Data Mining Interaction - 8th International Workshop, 2012

Active Learning from Oracle with Knowledge Blind Spot.

[BibT_eX]

[DOI]

Meng Fang

Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011

Combined Mining: Discovering Informative Knowledge in Complex Data.

[BibT_eX]

[DOI]

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

One-class learning and concept summarization for data streams.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2011

Enhancing grid-density based clustering for high dimensional data.

[BibT_eX]

[DOI]

J. Syst. Softw., 2011

Margin-based ensemble classifier for protein fold recognition.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2011

CLAP: Collaborative pattern mining for distributed information systems.

[BibT_eX]

[DOI]

Decis. Support Syst., 2011

Semi-supervised Variable Weighting for Clustering.

[BibT_eX]

[DOI]

Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

Agent-Based Subspace Clustering.

[BibT_eX]

[DOI]

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

Similarity-Based Approach for Positive and Unlabeled Learning.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2011, 2011

Cross-Domain Collaborative Filtering over Time.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2011, 2011

Do they belong to the same class: active learning by querying pairwise label homogeneity.

[BibT_eX]

[DOI]

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

e-NSP: efficient negative sequential pattern mining based on identified positive patterns without database rescanning.

[BibT_eX]

[DOI]

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

Empirical Study of Bagging Predictors on Medical Data.

[BibT_eX]

[DOI]

Proceedings of the Ninth Australasian Data Mining Conference, AusDM 2011, Ballarat, 2011

An Empirical Study of Bagging Predictors for Imbalanced Data with Different Levels of Class Distribution.

[BibT_eX]

[DOI]

Proceedings of the AI 2011: Advances in Artificial Intelligence, 2011

An Empirical Evaluation of Bagging with Different Algorithms on Imbalanced Data.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 7th International Conference, 2011

An Empirical Study of Bagging Predictors for Different Learning Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010

Introduction to the Domain-Driven Data Mining Special Section.

[BibT_eX]

[DOI]

Philip S. Yu

David A. Bell

IEEE Trans. Knowl. Data Eng., 2010

Flexible Frameworks for Actionable Knowledge Discovery.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2010

Combining kNN Imputation and Bootstrap Calibrated: Empirical Likelihood for Incomplete Data Analysis.

[BibT_eX]

[DOI]

Yongsong Qin

Int. J. Data Warehous. Min., 2010

Against-Expectation Pattern Discovery: Identifying Interactions within Items with Large Relative-Contrasts in Databases.

[BibT_eX]

[DOI]

Dingrong Yuan

Xiaofang You

IEEE Intell. Informatics Bull., 2010

Combining Support Vector Machines and the t-statistic for Gene Selection in DNA Microarray Data Analysis.

[BibT_eX]

[DOI]

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

A Novel Prototype Reduction Method for the K-Nearest Neighbor Algorithm with K >= 1.

[BibT_eX]

[DOI]

Tao Yang

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

Testing Adaptive Local Hyperplane for multi-class classification by double cross-validation.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2010

An ADL-Approach to Specifying and Analyzing Centralized-Mode Architectural Connection.

[BibT_eX]

[DOI]

Guoxin Su

Mingsheng Ying

Proceedings of the Software Architecture, 4th European Conference, 2010

A Multiple System Performance Monitoring Model for Web Services.

[BibT_eX]

[DOI]

Yong Yang

Proceedings of the Agents and Data Mining Interaction, 2010

Cost Sensitive Classification in Data Mining.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 6th International Conference, 2010

2009

Customer Activity Sequence Classification for Debt Prevention in Social Security.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2009

An Agent-Based Hybrid System for Microarray Data Analysis.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2009

Genetic algorithm-based strategy for identifying association rules without specifying actual minimum support.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2009

Estimating confidence intervals for structural differences between contrast groups with missing data.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2009

POP algorithm: Kernel-based imputation to treat missing values in knowledge discovery from databases.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2009

Adaptive Anomaly Detection of Coupled Activity Sequences.

[BibT_eX]

[DOI]

Yuming Ou

IEEE Intell. Informatics Bull., 2009

Confidence Metrics for Association Rule Mining.

[BibT_eX]

[DOI]

Appl. Artif. Intell., 2009

Developing Actionable Trading Strategies for Trading Agents.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE/WIC/ACM International Conference on Web Intelligence, 2009

Efficient approximate entity extraction with edit distance constraints.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

Debt Detection in Social Security by Sequence Classification Using Both Positive and Negative Patterns.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

Mining Both Positive and Negative Impact-Oriented Sequential Rules from Transactional Data.

[BibT_eX]

[DOI]

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

Debt Detection in Social Security by Adaptive Sequence Classification.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, 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

Ubiquitous Intelligence in Agent Mining.

[BibT_eX]

[DOI]

Proceedings of the Agents and Data Mining Interaction, 4th International Workshop, 2009

Agent-Based Distributed Data Mining: A Survey.

[BibT_eX]

[DOI]

Proceedings of the Data Mining and Multi-agent Integration, 2009

2008

Intelligent Agent.

[BibT_eX]

[DOI]

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

Engineering Open Complex Agent Systems: A Case Study.

[BibT_eX]

[DOI]

MengChu Zhou

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

Mining Impact-Targeted Activity Patterns in Imbalanced Data.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2008

Missing Value Imputation Based on Data Clustering.

[BibT_eX]

[DOI]

Trans. Comput. Sci., 2008

Computing the minimum-support for mining frequent patterns.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2008

Editorial.

[BibT_eX]

[DOI]

David L. Olson

Int. J. Softw. Informatics, 2008

Activity Mining: from Activities to Actions.

[BibT_eX]

[DOI]

Int. J. Inf. Technol. Decis. Mak., 2008

Efficient Mining of Event-Oriented Negative Sequential Rules.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE / WIC / ACM International Conference on Web Intelligence, 2008

Domain-Driven Local Exceptional Pattern Mining for Detecting Stock Price Manipulation.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2008: Trends in Artificial Intelligence, 2008

Combined Association Rule Mining.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

Cleansing Noisy Data Streams.

[BibT_eX]

[DOI]

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

Multi-Space-Mapped SVMs for Multi-class Classification.

[BibT_eX]

[DOI]

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

F-TRADE 3.0: An Agent-Based Integrated Framework for Data Mining Experiments.

[BibT_eX]

[DOI]

Peerapol Moemeng

Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2008

Exception Mining on Multiple Time Series in Stock Market.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2008

Combined Pattern Mining: From Learned Rules to Actionable Knowledge.

[BibT_eX]

[DOI]

Proceedings of the AI 2008: Advances in Artificial Intelligence, 2008

Secure Transaction Protocol Analysis: Models and Applications

[BibT_eX]

[DOI]

Lecture Notes in Computer Science 5111, Springer, ISBN: 978-3-540-85073-1, 2008

2007

Building agent-based hybrid intelligent systems: A case study.

[BibT_eX]

[DOI]

Web Intell. Agent Syst., 2007

DDDM2007: Domain Driven Data Mining.

[BibT_eX]

[DOI]

SIGKDD Explor., 2007

EDUA: An efficient algorithm for dynamic database mining.

[BibT_eX]

[DOI]

Jilian Zhang

Inf. Sci., 2007

The Evolution of KDD: towards Domain-Driven Data Mining.

[BibT_eX]

[DOI]

Int. J. Pattern Recognit. Artif. Intell., 2007

Knowledge actionability: satisfying technical and business interestingness.

[BibT_eX]

[DOI]

Int. J. Bus. Intell. Data Min., 2007

Domain-Driven, Actionable Knowledge Discovery.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2007

Detecting inconsistency in biological molecular databases using ontologies.

[BibT_eX]

[DOI]

Yi-Ping Phoebe Chen

Data Min. Knowl. Discov., 2007

Semi-parametric optimization for missing data imputation.

[BibT_eX]

[DOI]

Appl. Intell., 2007

On Data Structures for Association Rule Discovery.

[BibT_eX]

[DOI]

Appl. Artif. Intell., 2007

Efficient Attribute Reduction Based on Discernibility Matrix.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets and Knowledge Technology, Second International Conference, 2007

GBKII: An Imputation Method for Missing Values.

[BibT_eX]

[DOI]

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

Evolutionary Optimization of Trading Strategies.

[BibT_eX]

[DOI]

Proceedings of the Applications of Data Mining in E-Business and Finance, 2007

Towards Business Interestingness in Actionable Knowledge Discovery.

[BibT_eX]

[DOI]

Proceedings of the Applications of Data Mining in E-Business and Finance, 2007

Cost-Time Sensitive Decision Tree with Missing Values.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, 2007

Detecting Turning Points of Trading Price and Return Volatility for Market Surveillance Agents.

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2007

Developing Actionable Trading Strategies for Trading Agents.

[BibT_eX]

[DOI]

Chao Luo

Proceedings of the 2007 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2007

Class Association Rule Mining with Multiple Imbalanced Attributes.

[BibT_eX]

[DOI]

Proceedings of the AI 2007: Advances in Artificial Intelligence, 2007

F-trade: an agent-mining symbiont for financial services.

[BibT_eX]

[DOI]

Proceedings of the 6th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2007), 2007

Agent-Mining Interaction: An Emerging Area.

[BibT_eX]

[DOI]

Chao Luo

Proceedings of the Autonomous Intelligent Systems: Multi-Agents and Data Mining, 2007

Cost-Sensitive Imputing Missing Values with Ordering.

[BibT_eX]

[DOI]

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

Ontology-based integration of business intelligence.

[BibT_eX]

[DOI]

Jiming Liu

Web Intell. Agent Syst., 2006

Domain-Driven Data Mining: A Practical Methodology.

[BibT_eX]

[DOI]

Int. J. Data Warehous. Min., 2006

A Neural Network Abductive Model.

[BibT_eX]

[DOI]

Kankana Chakrabarty

Aust. J. Intell. Inf. Process. Syst., 2006

Intelligence Metasynthesis in Building Business Intelligence Systems.

[BibT_eX]

[DOI]

Proceedings of the Web Intelligence Meets Brain Informatics, 2006

Dynamic Focus Strategies for Electronic Trade Execution in Limit Order Markets.

[BibT_eX]

[DOI]

Jiaqi Wang

Proceedings of the Eighth IEEE International Conference on E-Commerce Technology (CEC 2006) / Third IEEE International Conference on Enterprise Computing, 2006

Optimized Parameters for Missing Data Imputation.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

Mining Frequent Itemsets for Protein Kinase Regulation.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

Fuzzy Genetic Algorithms for Pairs Mining.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

Is Frequency Enough for Decision Makers to Make Decisions?.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

Domain-Driven Actionable Knowledge Discovery in the Real World.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 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

Stock Data Mining through Fuzzy Genetic Algorithms.

[BibT_eX]

[DOI]

Proceedings of the 2006 Joint Conference on Information Sciences, 2006

A Human-Friendly MAS for Mining Stock Data.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2006

A dynamic storage method for stock transaction data.

[BibT_eX]

Proceedings of the Second IASTED International Conference on Computational Intelligence, 2006

Discovering Debtor Patterns of Centrelink Customers.

[BibT_eX]

[DOI]

Proceedings of the Data Mining and Analytics 2006, 2006

Enhancing DWT for Recent-Biased Dimension Reduction of Time Series Data.

[BibT_eX]

[DOI]

Proceedings of the AI 2006: Advances in Artificial Intelligence, 2006

Adapting K-Means Algorithm for Discovering Clusters in Subspaces.

[BibT_eX]

[DOI]

Proceedings of the Frontiers of WWW Research and Development, 2006

Detecting Collusion Attacks in Security Protocols.

[BibT_eX]

[DOI]

Proceedings of the Frontiers of WWW Research and Development, 2006

Efficient Frequent Itemsets Mining by Sampling.

[BibT_eX]

[DOI]

Proceedings of the Advances in Intelligent IT, 2006

Kernel-Based Multi-Imputation for Missing Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Intelligent IT, 2006

Domain-Driven Data Mining: Methodologies and Applications.

[BibT_eX]

[DOI]

Proceedings of the Advances in Intelligent IT, 2006

Missing or absent? A Question in Cost-sensitive Decision Tree.

[BibT_eX]

[DOI]

Zhenxing Qin

Proceedings of the Advances in Intelligent IT, 2006

Agent Services-Oriented Architectural Design of a Framework for Artificial Stock Markets.

[BibT_eX]

[DOI]

Proceedings of the Advances in Intelligent IT, 2006

2005

Identifying Interesting Patterns in Multidatabases.

[BibT_eX]

[DOI]

Jeffrey Xu Yu

Proceedings of the Classification and Clustering for Knowledge Discovery, 2005

Guest Editors' Introduction: Special Section on Intelligent Data Preparation.

[BibT_eX]

[DOI]

Qiang Yang

Bing Liu

IEEE Trans. Knowl. Data Eng., 2005

An improved model-based method to test circuit faults.

[BibT_eX]

[DOI]

Theor. Comput. Sci., 2005

ENDL: A Logical Framework for Verifying Secure Transaction Protocols.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 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

Identifying Interesting Customers through Web Log Classification.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2005

Association-Based Segmentation for Chinese-Crossed Query Expansion.

[BibT_eX]

[DOI]

Zhenxing Qin

IEEE Intell. Informatics Bull., 2005

XEvent: An Event Notification System over Distributed Hash Table (DHT) Networks.

[BibT_eX]

[DOI]

Ruili Wang

Weixiong Rao

IEEE Intell. Informatics Bull., 2005

Armga: Identifying Interesting Association Rules with Genetic Algorithms.

[BibT_eX]

[DOI]

Appl. Artif. Intell., 2005

A Recent-Biased Dimension Reduction Technique for Time Series Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2005

An Efficient Implementation of the Backtesting of Trading Strategies.

[BibT_eX]

[DOI]

Proceedings of the Parallel and Distributed Processing and Applications, 2005

Agent Services-Orinted Architectural Design of Open Complex Agent Systems.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2005

Genetic Algorithms for Robust Optimization in Financial Applications.

[BibT_eX]

Li Lin

Proceedings of the IASTED International Conference on Computational Intelligence, 2005

Dynamic Test-Sensitive Decision Trees with Multiple Cost Scales.

[BibT_eX]

[DOI]

Proceedings of the Fuzzy Systems and Knowledge Discovery, Second International Conference, 2005

A Framework for Merging Inconsistent Beliefs in Security Protocol Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2005 International Workshop on Data Engineering Issues in E-Commerce (DEEC 2005), 2005

The Visualization of Large Database in Stock Market.

[BibT_eX]

Li Lin

Proceedings of the IASTED International Conference on Databases and Applications, 2005

A Decremental Algorithm for Maintaining Frequent Itemsets in Dynamic Databases.

[BibT_eX]

[DOI]

Proceedings of the Data Warehousing and Knowledge Discovery, 2005

Any-Cost Discovery: Learning Optimal Classification Rules.

[BibT_eX]

[DOI]

Ailing Ni

Xiaofeng Zhu

Proceedings of the AI 2005: Advances in Artificial Intelligence, 2005

The Fish-eye Visualization of Foreign Currency Exchange Data Streams.

[BibT_eX]

[DOI]

Li Lin

Proceedings of the Asia-Pacific Symposium on Information Visualisation, 2005

Agents and Data Mining: Mutual Enhancement by Integration.

[BibT_eX]

[DOI]

Proceedings of the Autonomous Intelligent Systems: Agents and Data Mining, 2005

In-Depth Data Mining and Its Application in Stock Market.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications, First International Conference, 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

An efficient strategy for mining exceptions in multi-databases .

[BibT_eX]

[DOI]

Jeffrey Xu Yu

Inf. Sci., 2004

A fuzzy logic based method to acquire user threshold of minimum-support for mining association rules.

[BibT_eX]

[DOI]

Jingli Lu

Inf. Sci., 2004

Identifying Software Component Association With Genetic Algorithm.

[BibT_eX]

[DOI]

Int. J. Softw. Eng. Knowl. Eng., 2004

Guest Editors' Introduction: Information Enhancement for Data Mining.

[BibT_eX]

[DOI]

Qiang Yang

IEEE Intell. Syst., 2004

Identifying Global Exceptional Patterns in Multi-database Mining.

[BibT_eX]

[DOI]

IEEE Intell. Informatics Bull., 2004

Mining Dependent Patterns In Probabilistic Databases.

[BibT_eX]

[DOI]

Jeffrey Xu Yu

Cybern. Syst., 2004

Clustering High-Dimensional Data with Low-Order Neighbors.

[BibT_eX]

[DOI]

Yi-Dong Shen

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

Integration of Business Intelligence Based on Three-Level Ontology Services.

[BibT_eX]

[DOI]

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

A Platform for Dynamic Organization of Agents in Agent-Based Systems.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT 2004), 2004

Agent Services-Based Infrastructure for Online Assessment of Trading Strategies.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT 2004), 2004

Integrative Early Requirements Analysis for Agent-Based Systems.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Hybrid Intelligent Systems (HIS 2004), 2004

Discovering Interesting Association Rules by Clustering.

[BibT_eX]

[DOI]

Proceedings of the AI 2004: Advances in Artificial Intelligence, 2004

Cost-Sensitive Decision Trees with Multiple Cost Scales.

[BibT_eX]

[DOI]

Zhenxing Qin

Proceedings of the AI 2004: Advances in Artificial Intelligence, 2004

Agent Services-Driven Plug-and-Play in F-TRADE.

[BibT_eX]

[DOI]

Proceedings of the AI 2004: Advances in Artificial Intelligence, 2004

A Verification Model for Electronic Transaction Protocols.

[BibT_eX]

[DOI]

Proceedings of the Advanced Web Technologies and Applications, 2004

KBSVM: KMeans-based SVM for Business Intelligence.

[BibT_eX]

[DOI]

Jiaqi Wang

Proceedings of the 10th Americas Conference on Information Systems, 2004

Agent-Based Hybrid Intelligent Systems: An Agent-Based Framework for Complex Problem Solving

[BibT_eX]

[DOI]

Lecture Notes in Computer Science 2938, Springer, ISBN: 3-540-20908-5, 2004

2003

Post-mining: maintenance of association rules by weighting.

[BibT_eX]

[DOI]

Inf. Syst., 2003

Multi-Database Mining.

[BibT_eX]

[DOI]

IEEE Intell. Informatics Bull., 2003

Identifying Approximate Itemsets of Interest in Large Databases.

[BibT_eX]

[DOI]

Geoffrey I. Webb

Appl. Intell., 2003

Discovering Associations in Very Large Databases by Approximating.

[BibT_eX]

[DOI]

Acta Cybern., 2003

A Probability Data Model and its Semantics.

[BibT_eX]

J. Res. Pract. Inf. Technol., 2003

An Agent-Based Hybrid Framework for Database Mining.

[BibT_eX]

[DOI]

Appl. Artif. Intell., 2003

Temporal Constraint Satisfaction in Matrix Method.

[BibT_eX]

[DOI]

Appl. Artif. Intell., 2003

Data Preparation for Data Mining.

[BibT_eX]

[DOI]

Qiang Yang

Appl. Artif. Intell., 2003

Toward Databases Mining: Pre-Processing Collected Data.

[BibT_eX]

[DOI]

Appl. Artif. Intell., 2003

Cooperative Strategy for Web Data Mining and Cleaning.

[BibT_eX]

[DOI]

Appl. Artif. Intell., 2003

Open Giant Intelligent Information Systems and Its Multiagent-Oriented System Design.

[BibT_eX]

Proceedings of the International Conference on Software Engineering Research and Practice, 2003

A Database-Independent Strategy for Confidence Determination.

[BibT_eX]

Proceedings of the Fifteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2003), 2003

Open Giant Intelligent Information Systems and Its Agent-Oriented Analysis and Design.

[BibT_eX]

Proceedings of the Fifteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2003), 2003

Identifying Frequent Terms in Text Databases by Association Semantics.

[BibT_eX]

[DOI]

Proceedings of the 2003 International Symposium on Information Technology (ITCC 2003), 2003

An Agent-Based Curve-Digitizing System for Well-Logging Data Management.

[BibT_eX]

[DOI]

Mei Wang

Proceedings of the 2003 International Symposium on Information Technology (ITCC 2003), 2003

Theoretical Evaluation of Ring-Based Architectural Model for Middle Agents in Agent-Based System.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems, 14th International Symposium, 2003

A Database-Independent Approach of Mining Association Rules with Genetic Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning, 2003

A Ring-Based Architectural Model for Middle Agents in Agent-Based System.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning, 2003

Verifying the Payment Authorization in SET Protocol.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning, 2003

An Approach to Digitizing and Managing Well-Logging Parameter Graphs with Agent-Based Perspective.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE/WIC International Conference on Intelligent Agent Technology (IAT 2003), 2003

Building Agent-Based Hybrid Intelligent Systems.

[BibT_eX]

Proceedings of the Design and Application of Hybrid Intelligent Systems, 2003

Systematic Engineering in Designing Architecture of Telecommunications Business Intelligence System.

[BibT_eX]

Proceedings of the Design and Application of Hybrid Intelligent Systems, 2003

SCTR: An Approach to Digitizing Welllogging Graphn.

[BibT_eX]

Proceedings of the Sixth IASTED International Conference on Computer Graphics and Imaging, 2003

Verifying the Purchase Request in SET Protocol.

[BibT_eX]

[DOI]

Proceedings of the Web Technologies and Applications, 5th Asian-Pacific Web Conference, 2003

2002

Encoding probability propagation in belief networks.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part A, 2002

Anytime mining for multiuser applications.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part A, 2002

A Hybrid Model for Sharing Information Between Fuzzy, Uncertain and Default Reasoning Models in Multi-agent Systems.

[BibT_eX]

[DOI]

Nicholas R. Jennings

Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2002

Discovering Causality in Large Databases.

[BibT_eX]

[DOI]

Appl. Artif. Intell., 2002

Propagating Temporal Relations of Intervals by Matrix.

[BibT_eX]

[DOI]

Appl. Artif. Intell., 2002

An Agent-Based Hybrid Intelligent System for Financial Investment Planning.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2002: Trends in Artificial Intelligence, 2002

Mining Very Large Databases Using Software Agents.

[BibT_eX]

Proceedings of the 2002 International Conference on Machine Learning and Applications, 2002

Association Rule Mining by Agents.

[BibT_eX]

Proceedings of the 2002 International Conference on Machine Learning and Applications, 2002

Mining Both Positive and Negative Association Rules.

[BibT_eX]

Proceedings of the Machine Learning, 2002

Database clustering for mining multi-databases.

[BibT_eX]

[DOI]

Proceedings of the 2002 IEEE International Conference on Fuzzy Systems, 2002

Mind the Trends When You Mine: Incremental Data Mining.

[BibT_eX]

Proceedings of the FSDK'02, 2002

Identifying Exceptional Patterns in Multi-Databases.

[BibT_eX]

Proceedings of the FSDK'02, 2002

An Application of Fuzzy Cluster analysis to Matchmaking in Middle Agents.

[BibT_eX]

Proceedings of the FSDK'02, 2002

An improvement to matchmaking algorithms for middle agents.

[BibT_eX]

[DOI]

Proceedings of the First International Joint Conference on Autonomous Agents & Multiagent Systems, 2002

An Agent-Based Framework for Petroleum Information Services from Distributed Heterogeneous Data Resources.

[BibT_eX]

[DOI]

Proceedings of the 9th Asia-Pacific Software Engineering Conference (APSEC 2002), 2002

Association Rule Mining, Models and Algorithms

[BibT_eX]

[DOI]

Lecture Notes in Computer Science 2307, Springer, ISBN: 3-540-43533-6, 2002

2001

A model for compressing probabilities in belief networks.

[BibT_eX]

Informatica (Slovenia), 2001

Information sharing between heterogeneous uncertain reasoning models in a multi-agent environment: a case study.

[BibT_eX]

[DOI]

Ho-fung Leung

Int. J. Approx. Reason., 2001

Estimating Itemsets of Interst by Sampling.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001

Mining Small Databases by Collecting Knowledge.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, Proceedings of the 7th International Conference on Database Systems for Advanced Applications (DASFAA 2001), 18-20 April 2001, 2001

A Logical Framework for Knowledge Sharing in Multi-agent Systems.

[BibT_eX]

[DOI]

Proceedings of the Computing and Combinatorics, 7th Annual International Conference, 2001

Post-processing of multimedia information - concents, problems, and techniques.

[BibT_eX]

Proceedings of the ISCA 16th International Conference Computers and Their Applications, 2001

Approaches to implementing decision aggregation in multi-agent systems.

[BibT_eX]

Proceedings of the ISCA 16th International Conference Computers and Their Applications, 2001

Reasoning with Multimedia Information Using Symbolic Projection.

[BibT_eX]

[DOI]

Proceedings of the AI 2001: Advances in Artificial Intelligence, 2001

Pattern Discovery in Probabilistic Databases.

[BibT_eX]

[DOI]

Proceedings of the AI 2001: Advances in Artificial Intelligence, 2001

Collecting Quality Data for Database Mining.

[BibT_eX]

[DOI]

Proceedings of the AI 2001: Advances in Artificial Intelligence, 2001

2000

An information filtering model on the Web and its application in JobAgent.

[BibT_eX]

[DOI]

Jason R. Swan

Knowl. Based Syst., 2000

An Agent-Based Soft Computing Society.

[BibT_eX]

[DOI]

Ong Swee San

Proceedings of the Rough Sets and Current Trends in Computing, 2000

Perceiving Environments for Intelligent Agents.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2000, Topics in Artificial Intelligence, 6th Pacific Rim International Conference on Artificial Intelligence, Melbourne, Australia, August 28, 2000

Building an Ontology for Financial Investment.

[BibT_eX]

[DOI]

Swee San Ong

Proceedings of the Intelligent Data Engineering and Automated Learning, 2000

Agent-Based Risk Learning for Computing Systems.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Multi-Agent Systems, 2000

Result Fusion in Multi-Agent Systems Based on OWA Operator.

[BibT_eX]

[DOI]

Proceedings of the 23rd Australasian Computer Science Conference (ACSC 2000), 31 January, 2000

Mobile Agents for Admitting New Students to Institutions of China.

[BibT_eX]

Bin Li

Proceedings of the ISCA 9th International Conference on Intelligent Systems, 2000

1999

Potential Cases, Methodologies, and Strategies of Synthesis of Solutions in Distributed Expert Systems.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 1999

Proof of the Correctness of EMYCIN Sequential Propagation Under Conditional Independence Assumptions.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 1999

IMC: A Method for Interval Calculus in Matrix.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 1999

An Axiom Foundation for Uncertain Reasonings in Rule-Based Expert Systems: NT-Algebra.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 1999

Isomorphic transformations of uncertainties for incorporating EMYCIN-style and PROSPECTOR-style systems into a distributed expert system.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 1999

Introduction to the Special Issue on Learning in Intelligent Algorithms and Systems Design.

[BibT_eX]

[DOI]

Ling Guan

Zheru Chi

J. Adv. Comput. Intell. Intell. Informatics, 1999

A Class of Isomorphic Transformations for Integrating EMYCIN-Style and PROSPECTOR-Style Systems into a Rule-Based Multi-Agent System.

[BibT_eX]

[DOI]

Ho-fung Leung

Proceedings of the Approaches to Intelligent Agents, 1999

A Serving Agent for Integrating Soft Computing and Software Agents.

[BibT_eX]

[DOI]

Proceedings of the Advanced Topics in Artificial Intelligence, 1999

Information-Based Cooperation in Multiple Agent Systems.

[BibT_eX]

[DOI]

Proceedings of the Advanced Topics in Artificial Intelligence, 1999

1998

LSLNCF: A Hybrid Uncertain Reasoning Model Based on Probability.

[BibT_eX]

[DOI]

Int. J. Uncertain. Fuzziness Knowl. Based Syst., 1998

A Neural Network Diagnosis Model without Disorder Independence Assumption.

[BibT_eX]

[DOI]

Proceedings of the PRICAI'98, 1998

An efficient and practical diagnosis model.

[BibT_eX]

[DOI]

Proceedings of the Tenth IEEE International Conference on Tools with Artificial Intelligence, 1998

1997

The Weighting Issue in Fuzzy Logic.

[BibT_eX]

Jingqiu Cai

Informatica (Slovenia), 1997

Transformation between the EMYCIN Model and the Bayesian Network.

[BibT_eX]

[DOI]

Proceedings of the Agents and Multi-Agent Systems Formalisms, 1997

An Algorithm for Plan Verification in Multiple Agent Systems.

[BibT_eX]

[DOI]

Proceedings of the Agents and Multi-Agent Systems Formalisms, 1997

1996

A Unified Algebraic Structure for Uncertain Reasoning.

[BibT_eX]

[DOI]

Proceedings of the PRICAI'96: Topics in Artificial Intelligence, 1996

An Improved Critical Diagnosis Reasoning Method.

[BibT_eX]

[DOI]

Proceedings of the Eigth International Conference on Tools with Artificial Intelligence, 1996

Methodologies of Solution Synthesis in Distributed Expert Systems.

[BibT_eX]

[DOI]

Proceedings of the Multi-Agent Systems: Methodologies and Applications, 1996

Application of MAS in Implementing Rational IP Routers on the Priced Internet.

[BibT_eX]

[DOI]

Hongxia Yang

Proceedings of the Multi-Agent Systems: Methodologies and Applications, 1996

1995

The design and implementation of a knowledge-based communication system in a framework for distributed expert systems.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 1995

The Consensus of Uncertainties in Distributed Expert Systems.

[BibT_eX]

Proceedings of the First International Conference on Multiagent Systems, 1995

Neural Network Strategies for Solving Synthesis Problems in Non-conflilct Cases in Distributed Expert Systems.

[BibT_eX]

[DOI]

Proceedings of the Distributed Artificial Intelligence: Architecture and Modelling, 1995

Definition and Application of a Comprehensive Framework for Distributed Problem Solving.

[BibT_eX]

[DOI]

Hongxia Yang

Proceedings of the Distributed Artificial Intelligence: Architecture and Modelling, 1995

1994

Heterogeneous Transformation of Uncertainties of Propositions Among Inexact Reasoning Models.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 1994

1992

Cooperation Under Uncertainty in Distributed Expert Systems.

[BibT_eX]

[DOI]

Artif. Intell., 1992

1991

HECODES: A Framework for Heterogeneous Cooperative Distributed Expert Systems.

[BibT_eX]

[DOI]

David A. Bell

Data Knowl. Eng., 1991

1990

Hecodes: a framework for heterogenous cooperative distributed expert systems

[BibT_eX]

[DOI]

PhD thesis, 1990

Description and treatment of deadlocks in the Hecodes distributed expert system.

[BibT_eX]

[DOI]

David A. Bell