Xiaoli Li

IEEE Trans. Knowl. Data Eng., 2021

Multi-View Collaborative Network Embedding.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2021

Prediction of Synthetic Lethal Interactions in Human Cancers Using Multi-View Graph Auto-Encoder.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2021

An Attention Based CNN-LSTM Approach for Sleep-Wake Detection With Heterogeneous Sensors.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2021

Degradation-Aware Remaining Useful Life Prediction With LSTM Autoencoder.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2021

Adversarial Multiple-Target Domain Adaptation for Fault Classification.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2021

Contrastive Adversarial Domain Adaptation for Machine Remaining Useful Life Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2021

Machine Remaining Useful Life Prediction via an Attention-Based Deep Learning Approach.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Electron., 2021

A Novel Ensemble Deep Learning Approach for Sleep-Wake Detection Using Heart Rate Variability and Acceleration.

[BibT_eX]

[DOI]

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

Frame-based Neural Network for Machine Reading Comprehension.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

Frame-based Multi-level Semantics Representation for text matching.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

Frame Semantics guided network for Abstractive Sentence Summarization.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

A many-objective evolutionary algorithm based on vector angle distance scaling.

[BibT_eX]

[DOI]

Xin Li

Kang Wang

J. Intell. Fuzzy Syst., 2021

Attention-based sequence to sequence model for machine remaining useful life prediction.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Deep learning for human activity recognition.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Multiple perspective attention based on double BiLSTM for aspect and sentiment pair extract.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Entity set expansion in knowledge graph: a heterogeneous information network perspective.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2021

Adversarial Domain Adaptation with Self-Training for EEG-based Sleep Stage Classification.

[BibT_eX]

[DOI]

CoRR, 2021

FFConv: Fast Factorized Neural Network Inference on Encrypted Data.

[BibT_eX]

[DOI]

CoRR, 2021

Graph contextualized attention network for predicting synthetic lethality in human cancers.

[BibT_eX]

[DOI]

Bioinform., 2021

Recent advances in network-based methods for disease gene prediction.

[BibT_eX]

[DOI]

Briefings Bioinform., 2021

RST Parsing from Scratch.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

SGDOL: Self-evolving Generative and Discriminative Online Learning for Data Stream Classification.

[BibT_eX]

[DOI]

Proceedings of the 2021 International Conference on Data Mining, 2021

Deep Reinforcement Learning Boosted Partial Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Time-Series Representation Learning via Temporal and Contextual Contrasting.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Integrating Semantic Scenario and Word Relations for Abstractive Sentence Summarization.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Frame Semantic-Enhanced Sentence Modeling for Sentence-level Extractive Text Summarization.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Two Eyes Are Better Than One: Exploiting Binocular Correlation for Diabetic Retinopathy Severity Grading.

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

GCRC: A New Challenging MRC Dataset from Gaokao Chinese for Explainable Evaluation.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

A Knowledge-Guided Framework for Frame Identification.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

A Conditional Splitting Framework for Efficient Constituency Parsing.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

DocOIE: A Document-level Context-Aware Dataset for OpenIE.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Classification of Travel Patterns Including Wandering Based on Bi-directional Long Short-Term Memory Networks.

[BibT_eX]

[DOI]

Proceedings of the Generalization with Deep Learning: For Improvement on Sensing Capability, 2021

2020

Combine Topic Modeling with Semantic Embedding: Embedding Enhanced Topic Model.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2020

Smartphone Sensor-Based Human Activity Recognition Using Feature Fusion and Maximum Full a Posteriori.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2020

SL<sup>2</sup>MF: Predicting Synthetic Lethality in Human Cancers via Logistic Matrix Factorization.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2020

CFSRE: Context-aware based on frame-semantics for distantly supervised relation extraction.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

PM2.5 Estimation Based on Image Analysis.

[BibT_eX]

[DOI]

Shan Zhang

Kang Wang

KSII Trans. Internet Inf. Syst., 2020

A neural model for joint event detection and prediction.

[BibT_eX]

[DOI]

Neurocomputing, 2020

Exploiting Repeated Behavior Pattern and Long-term Item dependency for Session-based Recommendation.

[BibT_eX]

[DOI]

CoRR, 2020

Exploring Global Information for Session-based Recommendation.

[BibT_eX]

[DOI]

CoRR, 2020

Attention Sequence to Sequence Model for Machine Remaining Useful Life Prediction.

[BibT_eX]

[DOI]

CoRR, 2020

Modeling Marked Temporal Point Process Using Multi-relation Structure RNN.

[BibT_eX]

[DOI]

Cogn. Comput., 2020

A graph regularized generalized matrix factorization model for predicting links in biomedical bipartite networks.

[BibT_eX]

[DOI]

Bioinform., 2020

Predicting human microbe-drug associations via graph convolutional network with conditional random field.

[BibT_eX]

[DOI]

Bioinform., 2020

Aspect-Context Interactive Attention Representation for Aspect-Level Sentiment Classification.

[BibT_eX]

[DOI]

IEEE Access, 2020

HyperML: A Boosting Metric Learning Approach in Hyperbolic Space for Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

Global Context Enhanced Graph Neural Networks for Session-based Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Multi-domain Transfer Learning for Text Classification.

[BibT_eX]

[DOI]

Xuefeng Su

Ru Li

Proceedings of the Natural Language Processing and Chinese Computing, 2020

Adversarial Transfer Learning for Machine Remaining Useful Life Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Prognostics and Health Management, 2020

Sea-Net: Squeeze-And-Excitation Attention Net For Diabetic Retinopathy Grading.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

Mahalanobis Distance Based Adversarial Network for Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Public Sentiment Drift Analysis Based on Hierarchical Variational Auto-encoder.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Deep learning with long short-term memory networks for classification of dementia related travel patterns.

[BibT_eX]

[DOI]

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Incorporating Syntax and Frame Semantics in Neural Network for Machine Reading Comprehension.

[BibT_eX]

[DOI]

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

Predicting Drugs for COVID-19/SARS-CoV-2 via Heterogeneous Graph Attention Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

WEKE: Learning Word Embeddings for Keyphrase Extraction.

[BibT_eX]

[DOI]

Proceedings of the Web and Big Data - 4th International Joint Conference, 2020

We Mind Your Well-Being: Preventing Depression in Uncertain Social Networks by Sequential Interventions.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Conference on Automated Planning and Scheduling, 2020

Differentiable Window for Dynamic Local Attention.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Efficient Constituency Parsing by Pointing.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

A Frame-based Sentence Representation for Machine Reading Comprehension.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Cooperative Hybrid Semi-Supervised Learning for Text Sentiment Classification.

[BibT_eX]

[DOI]

Symmetry, 2019

Computational prediction of drug-target interactions using chemogenomic approaches: an empirical survey.

[BibT_eX]

[DOI]

Briefings Bioinform., 2019

Interact and Decide: Medley of Sub-Attention Networks for Effective Group Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Mobile Robot Routing with Energy Consumption Optimization.

[BibT_eX]

[DOI]

Proceedings of the ICRAI 2019: 5th International Conference on Robotics and Artificial Intelligence, 2019

Heterogeneous Graph Attention Networks for Semi-supervised Short Text Classification.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

A Deep Learning Approach for Sleep-Wake Detection from HRV and Accelerometer Data.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

2018

Hyperbolic Recommender Systems.

[BibT_eX]

[DOI]

CoRR, 2018

Adversarial adaptive 1-D convolutional neural networks for bearing fault diagnosis under varying working condition.

[BibT_eX]

[DOI]

CoRR, 2018

Attention-based Group Recommendation.

[BibT_eX]

[DOI]

CoRR, 2018

Intelligent Fault Diagnosis Under Varying Working Conditions Based on Domain Adaptive Convolutional Neural Networks.

[BibT_eX]

[DOI]

IEEE Access, 2018

A Generalized Predictive Framework for Data Driven Prognostics and Diagnostics using Machine Logs.

[BibT_eX]

[DOI]

Shili Xiang

Dong Huang

Proceedings of the TENCON 2018, 2018

Category Multi-representation: A Unified Solution for Named Entity Recognition in Clinical Texts.

[BibT_eX]

[DOI]

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

A Heterogeneous Information Network Method for Entity Set Expansion in Knowledge Graph.

[BibT_eX]

[DOI]

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

Periodic-CRN: A Convolutional Recurrent Model for Crowd Density Prediction with Recurring Periodic Patterns.

[BibT_eX]

[DOI]

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

Dynamic Bayesian Logistic Matrix Factorization for Recommendation with Implicit Feedback.

[BibT_eX]

[DOI]

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

Using PageRank for Characterizing Topic Quality in LDA.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM SIGIR International Conference on Theory of Information Retrieval, 2018

Is a Common Phrase an Entity Mention or Not? Dual Representations for Domain-Specific Named Entity Recognition.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2018

2017

Learning to Align Comments to News Topics.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2017

Network Motif Discovery: A GPU Approach.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Protein Complex Detection via Effective Integration of Base Clustering Solutions and Co-Complex Affinity Scores.

[BibT_eX]

[DOI]

Min Wu

Le Ou-Yang

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

Drug-Target Interaction Prediction with Graph Regularized Matrix Factorization.

[BibT_eX]

[DOI]

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

Guest Editorial: Special Section on Biological Data Mining and Its Applications in Healthcare.

[BibT_eX]

[DOI]

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

FREERL: Fusion relation embedded representation learning framework for aspect extraction.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2017

Pruning Convolutional Neural Networks for Image Instance Retrieval.

[BibT_eX]

[DOI]

CoRR, 2017

Low-rank decomposition meets kernel learning: A generalized Nyström method.

[BibT_eX]

[DOI]

Artif. Intell., 2017

Entity Set Expansion with Meta Path in Knowledge Graph.

[BibT_eX]

[DOI]

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

Multiple Medoids based Multi-view Relational Fuzzy Clustering with Minimax Optimization.

[BibT_eX]

[DOI]

Yangtao Wang

Lihui Chen

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

Learning User Dependencies for Recommendation.

[BibT_eX]

[DOI]

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

MIKE: Keyphrase Extraction by Integrating Multidimensional Information.

[BibT_eX]

[DOI]

Yuxiang Zhang

Yaocheng Chang

Xiaoqing Liu

Chunjing Xiao

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

People-Centric Mobile Crowdsensing Platform for Urban Design.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 13th International Conference, 2017

Mobile Robot Scheduling with Multiple Trips and Time Windows.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 13th International Conference, 2017

What Happens Next? Future Subevent Prediction Using Contextual Hierarchical LSTM.

[BibT_eX]

[DOI]

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

Incorporating Expert Knowledge into Keyphrase Extraction.

[BibT_eX]

[DOI]

Peng Yang

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

2016

Neighborhood Regularized Logistic Matrix Factorization for Drug-Target Interaction Prediction.

[BibT_eX]

[DOI]

PLoS Comput. Biol., 2016

Variable-Length Hashing.

[BibT_eX]

[DOI]

CoRR, 2016

Incremental Minimax Optimization based Fuzzy Clustering for Large Multi-view Data.

[BibT_eX]

[DOI]

Yangtao Wang

Lihui Chen

CoRR, 2016

Learning Optimal Social Dependency for Recommendation.

[BibT_eX]

[DOI]

CoRR, 2016

Keyphrase Extraction using Sequential Labeling.

[BibT_eX]

[DOI]

CoRR, 2016

A two-layer integration framework for protein complex detection.

[BibT_eX]

[DOI]

BMC Bioinform., 2016

Drug-target interaction prediction via class imbalance-aware ensemble learning.

[BibT_eX]

[DOI]

BMC Bioinform., 2016

Efficient Multi-Class Selective Sampling on Graphs.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, 2016

Learning Correlative and Personalized Structure for Online Multi-Task Classification.

[BibT_eX]

[DOI]

Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

On finding the maximum edge biclique in a bipartite graph: a subspace clustering approach.

[BibT_eX]

[DOI]

Eran Shaham

Honghai Yu

Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Detecting Public Influence on News Using Topic-Aware Dynamic Granger Test.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Social Identity Link Across Incomplete Social Information Sources Using Anchor Link Expansion.

[BibT_eX]

[DOI]

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

Meta-cognitive Regression Neural Network for function approximation: Application to Remaining Useful Life estimation.

[BibT_eX]

[DOI]

G. Sateesh Babu

Suresh Sundaram

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

Exploring the Context of Locations for Personalized Location Recommendations.

[BibT_eX]

[DOI]

Xin Liu

Yong Liu

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

Matrix Eigen-decomposition via Doubly Stochastic Riemannian Optimization.

[BibT_eX]

[DOI]

Proceedings of the 33nd International Conference on Machine Learning, 2016

Semantic proximity search on graphs with metagraph-based learning.

[BibT_eX]

[DOI]

Yuan Fang

Wenqing Lin

Vincent Wenchen Zheng

Min Wu

Kevin Chen-Chuan Chang

Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Deceptive Review Spam Detection via Exploiting Task Relatedness and Unlabeled Data.

[BibT_eX]

[DOI]

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Domain-Specific Entity Linking via Fake Named Entity Detection.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2016

Deep Convolutional Neural Network Based Regression Approach for Estimation of Remaining Useful Life.

[BibT_eX]

[DOI]

Giduthuri Sateesh Babu

Peilin Zhao

Proceedings of the Database Systems for Advanced Applications, 2016

2015

Predicting essential genes and synthetic lethality via influence propagation in signaling pathways of cancer cell fates.

[BibT_eX]

[DOI]

J. Bioinform. Comput. Biol., 2015

Introduction to the CSBio2014 special issue.

[BibT_eX]

[DOI]

Jie Zheng

J. Bioinform. Comput. Biol., 2015

Classification and its application to drug-target interaction prediction.

[BibT_eX]

[DOI]

CoRR, 2015

Orthogonal mechanism for answering batch queries with differential privacy.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Scientific and Statistical Database Management, 2015

Rank-GeoFM: A Ranking based Geographical Factorization Method for Point of Interest Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Achieving Accuracy Guarantee for Answering Batch Queries with Differential Privacy.

[BibT_eX]

[DOI]

Dong Huang

Shuguo Han

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Stochastic least squares learning for deep architectures.

[BibT_eX]

[DOI]

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

Deep Convolutional Neural Networks on Multichannel Time Series for Human Activity Recognition.

[BibT_eX]

[DOI]

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

Behaviors and Profit Based Sales Campaign Design.

[BibT_eX]

[DOI]

Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence, 2015

Analysis of the noise robustness problem and a new blind channel identification algorithm.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

Cost-Sensitive Online Classification with Adaptive Regularization and Its Applications.

[BibT_eX]

[DOI]

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

An Aggressive Graph-Based Selective Sampling Algorithm for Classification.

[BibT_eX]

[DOI]

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

CDR-To-MoVis: Developing a Mobility Visualization System from CDR data.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

TSDPMM: Incorporating Prior Topic Knowledge into Dirichlet Process Mixture Models for Text Clustering.

[BibT_eX]

[DOI]

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

EMNLP versus ACL: Analyzing NLP research over time.

[BibT_eX]

[DOI]

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

A Synthetic Minority Oversampling Method Based on Local Densities in Low-Dimensional Space for Imbalanced Learning.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2015

Measuring the Influence from User-Generated Content to News via Cross-dependence Topic Modeling.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2015

Where you Instagram?: Associating Your Instagram Photos with Points of Interest.

[BibT_eX]

[DOI]

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

Learning Topic Hierarchies for Wikipedia Categories.

[BibT_eX]

[DOI]

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

Human activity classification in people centric sensing exploiting sparseness measurement.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Information, 2015

2014

Microbial community pattern detection in human body habitats via ensemble clustering framework.

[BibT_eX]

[DOI]

BMC Syst. Biol., 2014

Finding trans-regulatory genes and protein complexes modulating meiotic recombination hotspots of human, mouse and yeast.

[BibT_eX]

[DOI]

BMC Syst. Biol., 2014

Detecting temporal protein complexes from dynamic protein-protein interaction networks.

[BibT_eX]

[DOI]

BMC Bioinform., 2014

Class Augmented Active Learning.

[BibT_eX]

[DOI]

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

Document Analysis and Retrieval Tasks in Scientific Digital Libraries.

[BibT_eX]

[DOI]

Cornelia Caragea

C. Lee Giles

Proceedings of the Information Retrieval, 2014

Activity Recognition Using a Few Label Samples.

[BibT_eX]

[DOI]

Heidar Davoudi

Minh Nhut Nguyen

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

Oscillation Resolution for Mobile Phone Cellular Tower Data to Enable Mobility Modelling.

[BibT_eX]

[DOI]

Proceedings of the IEEE 15th International Conference on Mobile Data Management, 2014

Home and Work Place Prediction for Urban Planning Using Mobile Network Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE 15th International Conference on Mobile Data Management, 2014

An Interactive Analytics Tool for Understanding Location Semantics and Mobility of Users Using Mobile Network Data.

[BibT_eX]

[DOI]

James Decraene

Amy Shi Nash

Proceedings of the IEEE 15th International Conference on Mobile Data Management, 2014

Incremental Graph Clustering for Efficient Retrieval from Streaming Egocentric Video Data.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Rule-Based Classification.

[BibT_eX]

[DOI]

Proceedings of the Data Classification: Algorithms and Applications, 2014

2013

Integrated Oversampling for Imbalanced Time Series Classification.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2013

Multi-Resolution-Test for Consistent phenotype Discrimination and biomarker Discovery in Translational Bioinformatics.

[BibT_eX]

[DOI]

J. Bioinform. Comput. Biol., 2013

Drug-target interaction prediction by learning from local information and neighbors.

[BibT_eX]

[DOI]

Bioinform., 2013

What Users Care About: A Framework for Social Content Alignment.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2013, 2013

Meta-analysis of Genomic and Proteomic Features to Predict Synthetic Lethality of Yeast and Human Cancer.

[BibT_eX]

[DOI]

Proceedings of the ACM Conference on Bioinformatics, 2013

2012

Ensemble Based Real-Time Adaptive Classification System for Intelligent Sensing Machine Diagnostics.

[BibT_eX]

[DOI]

IEEE Trans. Reliab., 2012

Discovery of Protein Complexes with Core-Attachment Structures from Tandem Affinity Purification (TAP) Data.

[BibT_eX]

[DOI]

J. Comput. Biol., 2012

Positive-unlabeled learning for disease gene identification.

[BibT_eX]

[DOI]

Bioinform., 2012

Globalized bipartite local model for drug-target interaction prediction.

[BibT_eX]

[DOI]

Proceedings of the 11th International Workshop on Data Mining in Bioinformatics, 2012

An NER-based Product Identification and Lucene-based Product Linking Approach to CPROD1 Challenge: Description of Submission System to CPROD1 Challenge.

[BibT_eX]

[DOI]

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

An integrated framework for human activity recognition.

[BibT_eX]

[DOI]

Proceedings of the 2012 ACM Conference on Ubiquitous Computing, 2012

An integrated framework for human activity classification.

[BibT_eX]

[DOI]

Proceedings of the 2012 ACM Conference on Ubiquitous Computing, 2012

Real-time adaptive classification system for intelligent sensing in manufacturing environment A feasibility study.

[BibT_eX]

[DOI]

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

Effective Next-Items Recommendation via Personalized Sequential Pattern Mining.

[BibT_eX]

[DOI]

Ghim-Eng Yap

Philip S. Yu

Proceedings of the Database Systems for Advanced Applications, 2012

Ensemble Based Positive Unlabeled Learning for Time Series Classification.

[BibT_eX]

[DOI]

Minh Nhut Nguyen

Proceedings of the Database Systems for Advanced Applications, 2012

NetPipe: a network-based pipeline for discovery of genes and protein complexes regulating meiotic recombination hotspots.

[BibT_eX]

[DOI]

Proceedings of the ACM International Conference on Bioinformatics, 2012

2011

Multi-resolution independent component analysis for high-performance tumor classification and biomarker discovery.

[BibT_eX]

[DOI]

Henry Han

BMC Bioinform., 2011

Construction of co-complex score matrix for protein complex prediction from AP-MS data.

[BibT_eX]

[DOI]

Bioinform., 2011

Positive Unlabeled Leaning for Time Series Classification.

[BibT_eX]

[DOI]

Minh Nhut Nguyen

Proceedings of the IJCAI 2011, 2011

SPO: Structure Preserving Oversampling for Imbalanced Time Series Classification.

[BibT_eX]

[DOI]

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

ECODE: Event-Based Community Detection from Social Networks.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2011

Integrating Community Question and Answer Archives.

[BibT_eX]

[DOI]

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

2010

Integrating diverse biological and computational sources for reliable protein-protein interactions.

[BibT_eX]

[DOI]

BMC Bioinform., 2010

Negative Training Data Can be Harmful to Text Classification.

[BibT_eX]

[DOI]

Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

A possible mutation that enables H1N1 influenza a virus to escape antibody recognition.

[BibT_eX]

[DOI]

Chinh T. T. Su

Stephanus Daniel Handoko

Chee Keong Kwoh

Christian Schönbach

Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine, 2010

Distributional Similarity vs. PU Learning for Entity Set Expansion.

[BibT_eX]

[DOI]

Proceedings of the ACL 2010, 2010

2009

Positive Unlabelled Learning for Document Classification.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

A core-attachment based method to detect protein complexes in PPI networks.

[BibT_eX]

[DOI]

BMC Bioinform., 2009

Positive Unlabeled Learning for Data Stream Classification.

[BibT_eX]

[DOI]

Proceedings of the SIAM International Conference on Data Mining, 2009

Searching for Rising Stars in Bibliography Networks.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2009

2008

Inferring Transcription Factor interactions using a novel HV-SVM classifier.

[BibT_eX]

[DOI]

Int. J. Comput. Biol. Drug Des., 2008

A Unified Scoring Scheme for Detecting Essential Proteins in Protein Interaction Networks.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008

2007

Learning to Identify Unexpected Instances in the Test Set.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2007, 2007

The Analysis of Bullwhip Effect in Supply Chain Based on Strategic Alliance.

[BibT_eX]

[DOI]

Proceedings of the Integration and Innovation Orient to E-Society, 2007

Learning to Classify Documents with Only a Small Positive Training Set.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: ECML 2007, 2007

An HV-SVM Classifier to Infer TF-TF Interactions Using Protein Domains and GO Annotations.

[BibT_eX]

[DOI]

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

2006

Improving domain-based protein interaction prediction using biologically-significant negative dataset.

[BibT_eX]

[DOI]

Soon-Heng Tan

Int. J. Data Min. Bioinform., 2006

Systematic gene function prediction from gene expression data by using a fuzzy nearest-cluster method.

[BibT_eX]

[DOI]

Cheston Yin Chet Tan

BMC Bioinform., 2006

Systematic Gene Function Prediction Using a Fuzzy Nearest-Cluster Method on Gene Expression Data.

[BibT_eX]

[DOI]

Cheston Yin Chet Tan

Proceedings of the Interdisciplinary and Multidisciplinary Research in Computer Science, 2006

2005

Protein Interaction Prediction Using Inferred Domain Interactions and Biologically-Significant Negative Dataset.

[BibT_eX]

[DOI]

Soon-Heng Tan

Proceedings of the Computational Science and Its Applications, 2005

Learning from Positive and Unlabeled Examples with Different Data Distributions.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: ECML 2005, 2005

2004

Dealing with different distributions in learning from.

[BibT_eX]

[DOI]

Proceedings of the 13th international conference on World Wide Web, 2004

Classifying Biomedical Citations without Labeled Training Examples.

[BibT_eX]

[DOI]

Rohit Joshi

Sreeram Ramachandaran

Tze-Yun Leong

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

Text Classification by Labeling Words.

[BibT_eX]

[DOI]

Proceedings of the Nineteenth National Conference on Artificial Intelligence, 2004

2003

Eliminating noisy information in Web pages for data mining.

[BibT_eX]

[DOI]

Lan Yi

Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003

Learning to Classify Texts Using Positive and Unlabeled Data.

[BibT_eX]

[DOI]

Proceedings of the IJCAI-03, 2003

Building Text Classifiers Using Positive and Unlabeled Examples.

[BibT_eX]

[DOI]

Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003

2002

Innovating Web Page Classification Through Reducing Noise.

[BibT_eX]

[DOI]

Zhongzhi Shi

J. Comput. Sci. Technol., 2002

A refinement approach to handling model misfit in text categorization.

[BibT_eX]

[DOI]

Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2002

Partially Supervised Classification of Text Documents.

[BibT_eX]

Proceedings of the Machine Learning, 2002

Using micro information units for internet search.

[BibT_eX]

[DOI]

Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, 2002

2000

A Document Classifier Based on Word Semantic Association.

[BibT_eX]

[DOI]