Wai Lam

According to our database1, Wai Lam authored at least 204 papers between 1993 and 2019.

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Bibliography

2019
Reader Comment Digest through Latent Event Facets and News Specificity.
IEEE Trans. Knowl. Data Eng., 2019

Persona-Aware Tips Generation?
Proceedings of the World Wide Web Conference, 2019

Fact Discovery from Knowledge Base via Facet Decomposition.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Skeleton-to-Response: Dialogue Generation Guided by Retrieval Memory.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Data Augmentation Based on Adversarial Autoencoder Handling Imbalance for Learning to Rank.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

A Unified Model for Opinion Target Extraction and Target Sentiment Prediction.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Word Embedding as Maximum A Posteriori Estimation.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Joint Modeling of Participant Influence and Latent Topics for Recommendation in Event-based Social Networks.
ACM Trans. Inf. Syst., 2018

A learning framework for information block search based on probabilistic graphical models and Fisher Kernel.
Int. J. Machine Learning & Cybernetics, 2018

Learning a unified embedding space of web search from large-scale query log.
Knowl.-Based Syst., 2018

Review-Aware Answer Prediction for Product-Related Questions Incorporating Aspects.
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

CUIS Team at TREC 2018 CAR Track.
Proceedings of the Twenty-Seventh Text REtrieval Conference, 2018

Aspect Term Extraction with History Attention and Selective Transformation.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Product Question Intent Detection using Indicative Clause Attention and Adversarial Learning.
Proceedings of the 2018 ACM SIGIR International Conference on Theory of Information Retrieval, 2018

Entity Retrieval in the Knowledge Graph with Hierarchical Entity Type and Content.
Proceedings of the 2018 ACM SIGIR International Conference on Theory of Information Retrieval, 2018

QuaSE: Sequence Editing under Quantifiable Guidance.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Entity Retrieval via Type Taxonomy Aware Smoothing.
Proceedings of the Advances in Information Retrieval, 2018

Responding E-commerce Product Questions via Exploiting QA Collections and Reviews.
Proceedings of the 27th International Conference on Computational Linguistics, 2018

Guiding Approximate Text Classification Rules via Context Information.
Proceedings of the Information Retrieval Technology, 2018

Learning Domain-Sensitive and Sentiment-Aware Word Embeddings.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Transformation Networks for Target-Oriented Sentiment Classification.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017
A new hybrid method for learning bayesian networks: Separation and reunion.
Knowl.-Based Syst., 2017

Towards a language-independent solution: Knowledge base completion by searching the Web and deriving language pattern.
Knowl.-Based Syst., 2017

Exploiting interactions of review text, hidden user communities and item groups, and time for collaborative filtering.
Knowl. Inf. Syst., 2017

Jointly Learning Word Embeddings and Latent Topics.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Neural Rating Regression with Abstractive Tips Generation for Recommendation.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Deep Recurrent Generative Decoder for Abstractive Text Summarization.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Cascaded Attention based Unsupervised Information Distillation for Compressive Summarization.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Deep Multi-Task Learning for Aspect Term Extraction with Memory Interaction.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Reader-Aware Multi-Document Summarization: An Enhanced Model and The First Dataset.
Proceedings of the Workshop on New Frontiers in Summarization, 2017

Salience Estimation via Variational Auto-Encoders for Multi-Document Summarization.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Unsupervised Extraction of Popular Product Attributes from E-Commerce Web Sites by Considering Customer Reviews.
ACM Trans. Internet Techn., 2016

CUIS at the NTCIR-12 MobileClick2 Task.
Proceedings of the 12th NTCIR Conference on Evaluation of Information Access Technologies, 2016

Who Wants to Join Me?: Companion Recommendation in Location Based Social Networks.
Proceedings of the 2016 ACM on International Conference on the Theory of Information Retrieval, 2016

Exploring Urban Lifestyles Using a Nonparametric Temporal Graphical Model.
Proceedings of the 2016 ACM on International Conference on the Theory of Information Retrieval, 2016

Whether This Participant will Attract You to This Event? Exploiting Participant Influence for Event Recommendation.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Digesting Multilingual Reader Comments via Latent Discussion Topics with Commonality and Specificity.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Digesting News Reader Comments via Fine-Grained Associations with Event Facets and News Contents.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Exploring influence among participants for event recommendation.
Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

A Joint Framework for Collaborative Filtering and Metric Learning.
Proceedings of the Information Retrieval Technology, 2016

Learning a Semantic Space of Web Search via Session Data.
Proceedings of the Information Retrieval Technology, 2016

Detecting Common Discussion Topics Across Culture From News Reader Comments.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015
Web Query Reformulation via Joint Modeling of Latent Topic Dependency and Term Context.
ACM Trans. Inf. Syst., 2015

Adaptive Concept Resolution for document representation and its applications in text mining.
Knowl.-Based Syst., 2015

Supervised topic models with word order structure for document classification and retrieval learning.
Inf. Retr. Journal, 2015

Topic modeling for conference analytics.
Proceedings of the INTERSPEECH 2015, 2015

A Unified Model for Unsupervised Opinion Spamming Detection Incorporating Text Generality.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Reader-Aware Multi-Document Summarization via Sparse Coding.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Multilingual Viewpoint Detection from news comments.
Proceedings of the 2015 International Conference on Asian Language Processing, 2015

Nonparametric Topic Modeling Using Chinese Restaurant Franchise with Buddy Customers.
Proceedings of the Advances in Information Retrieval, 2015

A Unified Posterior Regularized Topic Model with Maximum Margin for Learning-to-Rank.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Abstract Venue Concept Detection from Location-Based Social Networks.
Proceedings of the Information Retrieval Technology, 2015

Entity Retrieval via Entity Factoid Hierarchy.
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

Abstractive Multi-Document Summarization via Phrase Selection and Merging.
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

2014
Knowledge Base Refinement Using Limited Amount of Efforts from Experts.
IJKBO, 2014

Web page segmentation with structured prediction and its application in web page classification.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Latent Aspect Mining via Exploring Sparsity and Intrinsic Information.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Collaborative Filtering Incorporating Review Text and Co-clusters of Hidden User Communities and Item Groups.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Website Community Mining from Query Logs with Two-Phase Clustering.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2014

2013
Robust detection of semi-structured web records using a DOM structure-knowledge-driven model.
TWEB, 2013

Discovering Low-Rank Shared Concept Space for Adapting Text Mining Models.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Wikipedia entity expansion and attribute extraction from the web using semi-supervised learning.
Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

An unsupervised topic segmentation model incorporating word order.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

An N-Gram Topic Model for Time-Stamped Documents.
Proceedings of the Advances in Information Retrieval, 2013

Structured positional entity language model for enterprise entity retrieval.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

A Nonparametric N-Gram Topic Model with Interpretable Latent Topics.
Proceedings of the Information Retrieval Technology, 2013

2012
Probabilistic joint models incorporating logic and learning via structured variational approximation for information extraction.
Knowl. Inf. Syst., 2012

Ranking Text Documents Based on Conceptual Difficulty Using Term Embedding and Sequential Discourse Cohesion.
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence, 2012

An unsupervised technical difficulty ranking model based on conceptual terrain in the latent space.
Proceedings of the 12th ACM/IEEE-CS Joint Conference on Digital Libraries, 2012

N-gram Fragment Sequence Based Unsupervised Domain-Specific Document Readability.
Proceedings of the COLING 2012, 2012

Unsupervised Extraction of Popular Product Attributes from Web Sites.
Proceedings of the Information Retrieval Technology, 2012

2011
Normalizing web product attributes and discovering domain ontology with minimal effort.
Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011

Ontology enhancement and concept granularity learning: keeping yourself current and adaptive.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

An unsupervised ranking method based on a technical difficulty terrain.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Using query log and social tagging to refine queries based on latent topics.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Towards a unified solution: data record region detection and segmentation.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
Learning to Adapt Web Information Extraction Knowledge and Discovering New Attributes via a Bayesian Approach.
IEEE Trans. Knowl. Data Eng., 2010

Discovery of logic relations for text mining adaptation using unlabeled data.
Proceedings of the Recherche d'Information Assistée par Ordinateur, 2010

Adapting relational logic models using unlabeled data.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

Location and Scatter Matching for Dataset Shift in Text Mining.
Proceedings of the ICDM 2010, 2010

Pseudo Conditional Random Fields: Joint Training Approach to Segmenting and Labeling Sequence Data.
Proceedings of the ICDM 2010, 2010

Accelerated Training of Maximum Margin Markov Models for Sequence Labeling: A Case Study of NP Chunking.
Proceedings of the COLING 2010, 2010

Jointly Identifying Entities and Extracting Relations in Encyclopedia Text via A Graphical Model Approach.
Proceedings of the COLING 2010, 2010

Learning ontology resolution for document representation and its applications in text mining.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Bidirectional Integration of Pipeline Models.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009
An unsupervised method for joint information extraction and feature mining across different Web sites.
Data Knowl. Eng., 2009

An active learning framework for semi-supervised document clustering with language modeling.
Data Knowl. Eng., 2009

Mining employment market via text block detection and adaptive cross-domain information extraction.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

A Semi-Supervised Framework for Feature Mapping and Multiclass Classification.
Proceedings of the SIAM International Conference on Data Mining, 2009

Cross Language Information Extraction Knowledge Adaptation.
Proceedings of the Rough Sets and Knowledge Technology, 4th International Conference, 2009

An Efficient Method for Generating, Storing and Matching Features for Text Mining.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

Extracting discriminative concepts for domain adaptation in text mining.
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

An integrated discriminative probabilistic approach to information extraction.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008
Learning to extract and summarize hot item features from multiple auction web sites.
Knowl. Inf. Syst., 2008

Towards More Effective Text Summarization Based on Textual Association Networks.
Proceedings of the Fourth International Conference on Semantics, Knowledge and Grid, 2008

An unsupervised framework for extracting and normalizing product attributes from multiple web sites.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Chinese NER Using CRFs and Logic for the Fourth SIGHAN Bakeoff.
Proceedings of the Third International Joint Conference on Natural Language Processing, 2008

A Framework Based on Graphical Models with Logic for Chinese Named Entity Recognition.
Proceedings of the Third International Joint Conference on Natural Language Processing, 2008

An Online Cascaded Approach to Biomedical Named Entity Recognition.
Proceedings of the Third International Joint Conference on Natural Language Processing, 2008

An Integrated Probabilistic and Logic Approach to Encyclopedia Relation Extraction with Multiple Features.
Proceedings of the COLING 2008, 2008

Coreference resolution using expressive logic models.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

Pronoun Resolution with Markov Logic Networks.
Proceedings of the Information Retrieval Technology, 2008

Hidden Dynamic Probabilistic Models for Labeling Sequence Data.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

An Unsupervised Approach for Product Record Normalization across Different Web Sites.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007
Adapting Web information extraction knowledge via mining site-invariant and site-dependent features.
ACM Trans. Internet Techn., 2007

Named entity translation matching and learning: With application for mining unseen translations.
ACM Trans. Inf. Syst., 2007

Introduction to the special topic section on mining Web resources for enhancing information retrieval.
JASIST, 2007

Customized classification learning based on query projections.
Inf. Sci., 2007

Efficient in-memory extensible inverted file.
Inf. Syst., 2007

Utilizing hierarchical feature domain values for prediction.
Data Knowl. Eng., 2007

Active Learning of Constraints for Semi-supervised Text Clustering.
Proceedings of the Seventh SIAM International Conference on Data Mining, 2007

Semi-supervised Document Clustering via Active Learning with Pairwise Constraints.
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

A Cascaded Approach to Biomedical Named Entity Recognition Using a Unified Model.
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Efficient Methods for Biomedical Named Entity Recognition.
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

Building Knowledge Base for Reading from Encyclopedia.
Proceedings of the Machine Reading, 2007

2006
Introduction to the special topic section on multilingual information systems.
JASIST, 2006

Integrating XML and CORBA to support collaborative writing using off-the-shelf editing software.
Inf. Syst., 2006

Using Semantic Relations with World Knowledge for Question Answering.
Proceedings of the Fifteenth Text REtrieval Conference, 2006

Refining hierarchical taxonomy structure via semi-supervised learning.
Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

Collaborative Information Extraction and Mining from Multiple Web Documents.
Proceedings of the Sixth SIAM International Conference on Data Mining, 2006

Extracting and Summarizing Hot Item Features Across Different Auction Web Sites.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

Text Clustering with Limited User Feedback Under Local Metric Learning.
Proceedings of the Information Retrieval Technology, 2006

2005
Automatic Domain Ontology Generation from Web sites.
Transactions of the SDPS, 2005

Context-based generic cross-lingual retrieval of documents and automated summaries.
JASIST, 2005

Extracting causation knowledge from natural language texts.
Int. J. Intell. Syst., 2005

Pattern Based Customized Learning for TREC Genomics Track Categorization Task.
Proceedings of the Fourteenth Text REtrieval Conference, 2005

Learning to Refine Ontology for a New Web Site Using a Bayesian Approach.
Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

Lazy Learning for Classification Based on Query Projections.
Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

Training Conditional Random Fields with Unlabeled Data and Limited Number of Labeled Examples.
Proceedings of the Advances in Machine Learning and Cybernetics, 2005

Exploring Query Matrix for Support Pattern Based Classification Learning.
Proceedings of the Advances in Machine Learning and Cybernetics, 2005

Hot Item Mining and Summarization from Multiple Auction Web Sites.
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Discovering Patterns from Ontology-Derived Texts.
Proceedings of the Digital Libraries: Implementing Strategies and Sharing Experiences, 2005

A New Approach for Semi-supervised Online News Classification.
Proceedings of the Web and Communication Technologies and Internet-Related Social Issues, 2005

Gene Ontology Classification of Biomedical Literatures Using Context Association.
Proceedings of the Information Retrieval Technology, 2005

2004
Learning phonetic similarity for matching named entity translations and mining new translations.
Proceedings of the SIGIR 2004: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2004

Text Mining from Site Invariant and Dependent Features for Information Extraction Knowledge Adaptation.
Proceedings of the Fourth SIAM International Conference on Data Mining, 2004

Exploiting Hierarchical Domain Values in Classification Learning.
Proceedings of the Fourth SIAM International Conference on Data Mining, 2004

Lazy Learning by Scanning Memory Image Lattice.
Proceedings of the Fourth SIAM International Conference on Data Mining, 2004

MEAD - A Platform for Multidocument Multilingual Text Summarization.
Proceedings of the Fourth International Conference on Language Resources and Evaluation, 2004

Mining events and new name translations from online daily news.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2004

Financial Activity Mining from Online Multilingual News.
Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC'04), 2004

Phoneme-Based Transliteration of Foreign Names for OOV Problem.
Proceedings of the Natural Language Processing, 2004

A Probabilistic Approach for Adapting Information Extraction Wrappers and Discovering New Attributes.
Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

Query-Driven Support Pattern Discovery for Classification Learning.
Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

CatRelate: A New Hierarchical Document Category Integration Algorithm by Learning Category Relationships.
Proceedings of the Digital Libraries: International Collaboration and Cross-Fertilization, 2004

Interpretable Query Projection Learning.
Proceedings of the Computational and Information Science, First International Symposium, 2004

Improving Transliteration with Precise Alignment of Phoneme Chunks and Using Contextual Features.
Proceedings of the Information Retrieval Technology, Asia Information Retrieval Symposium, 2004

2003
Automatic Textual Document Categorization Based on Generalized Instance Sets and a Metamodel.
IEEE Trans. Pattern Anal. Mach. Intell., 2003

Direct gold and copper wires bonding on copper.
Microelectronics Reliability, 2003

High-Dimensional Learning Framework for Adaptive Document Filtering.
Computational Intelligence, 2003

Web Discovery and Filtering Based on Textual Relevance Feedback Learning.
Computational Intelligence, 2003

Exploiting Hierarchical Domain Values for Bayesian Learning.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2003

Using Support Vector Machines for Terrorism Information Extraction.
Proceedings of the Intelligence and Security Informatics, First NSF/NIJ Symposium, 2003

Discovering Bilingual Name Association and Translation From Online News of Different Sources.
Proceedings of the International Conference on Information and Knowledge Engineering. IKE'03, June 23, 2003

Supporting Story Link Detection Using Automatic Topic Type Categorization.
Proceedings of the International Conference on Information and Knowledge Engineering. IKE'03, June 23, 2003

Beyond Supervised Learning of Wrappers for Extracting Information from Unseen Web Sites.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2003

Exploiting Heterogeneous Features for Classification Learning.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2003

Digesting Bilingual Web News via Mining Financial Activities and Events.
Proceedings of the Digital Libraries: Technology and Management of Indigenous Knowledge for Global Access, 2003

Stock prediction: Integrating text mining approach using real-time news.
Proceedings of the 2003 IEEE International Conference on Computational Intelligence for Financial Engineering, 2003

Evaluation Challenges in Large-Scale Document Summarization.
Proceedings of the 41st Annual Meeting of the Association for Computational Linguistics, 2003

2002
Learning nonlinear multiregression networks based on evolutionary computation.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2002

A Distributed Learning Algorithm for Bayesian Inference Networks.
IEEE Trans. Knowl. Data Eng., 2002

Learning good prototypes for classification using filtering and abstraction of instances.
Pattern Recognition, 2002

Discovering Useful Concept Prototypes for Classification Based on Filtering and Abstraction.
IEEE Trans. Pattern Anal. Mach. Intell., 2002

News Sensitive Stock Trend Prediction.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2002

Extracting Causation Knowledge from Natural Language Texts.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2002

Developing Infrastructure for the Evaluation of Single and Multi-document Summarization Systems in a Cross-lingual Environment.
Proceedings of the Third International Conference on Language Resources and Evaluation, 2002

Adapting Information Extraction Knowledge For Unseen Web Sites.
Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002

Meta-evaluation of Summaries in a Cross-lingual Environment using Content-based Metrics.
Proceedings of the 19th International Conference on Computational Linguistics, 2002

2001
FIDS: an intelligent financial Web news articles digest system.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 2001

Chinese document indexing based on a new partitioned signature file: Model and evaluation.
JASIST, 2001

Modeling user interest shift using a bayesian approach.
JASIST, 2001

Web-based Workflow Framework with CORBA.
Concurrent Engineering: R&A, 2001

A Meta-Learning Approach for Text Categorization.
Proceedings of the SIGIR 2001: Proceedings of the 24th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2001

Automatic Textual Document Categorization Using Multiple Similarity-Based Models.
Proceedings of the First SIAM International Conference on Data Mining, 2001

Meta-learning Models for Automatic Textual Document Categorization.
Proceedings of the Knowledge Discovery and Data Mining, 2001

Automatic event generation from multi-lingual news stories.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2001

Automatic Story Segmentation for Spoken Document Retrieval.
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001

A Collaborative Word Processing Systems using a CORBA-Based Workflow Framework.
Proceedings of the 3rd International Symposium on Distributed Objects and Applications, 2001

2000
Using discretization and Bayesian inference network learning for automatic filtering profile generation.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2000

Automatic classification using supervised learning in a medical document filtering application.
Inf. Process. Manage., 2000

Prototype Generation Based on Instance Filtering and Averaging.
Proceedings of the Knowledge Discovery and Data Mining, 2000

Learning to Extract Hierarchical Information from Semi-structured Documents.
Proceedings of the 2000 ACM CIKM International Conference on Information and Knowledge Management, 2000

1999
Automatic Text Categorization and Its Application to Text Retrieval.
IEEE Trans. Knowl. Data Eng., 1999

Using Evolutionary Programming and Minimum Description Length Principle for Data Mining of Bayesian Networks.
IEEE Trans. Pattern Anal. Mach. Intell., 1999

Intelligent content-based document delivery via automatic filtering profile generation.
Int. J. Intell. Syst., 1999

Medical data mining using evolutionary computation.
Artificial Intelligence in Medicine, 1999

An Intelligent Adaptive Filtering Agent Based on an On-Line Learning Model (poster abstract).
Proceedings of the SIGIR '99: Proceedings of the 22nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 1999

To believe is to understand.
Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999

Updating of Association Rules Dynamically.
Proceedings of the 1999 International Symposium on Database Applications in Non-Traditional Environments (DANTE '99), 1999

1998
Bayesian Network Refinement Via Machine Learning Approach.
IEEE Trans. Pattern Anal. Mach. Intell., 1998

Discovering nonlinear-integral networks from databases using evolutionary computation and minimum description length principle.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

Using a Generalized Instance Set for Automatic Text Categorization.
Proceedings of the SIGIR '98: Proceedings of the 21st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 1998

Constructing Text Filters Based on Bayesian Network Learning.
Proceedings of the 13th European Conference on Artificial Intelligence, 1998

A New On-Line Learning Algorithm for Adaptive Text Filtering.
Proceedings of the 1998 ACM CIKM International Conference on Information and Knowledge Management, 1998

1997
A Multilevel Approach to Intelligent Information Filtering: Model, System, and Evaluation.
ACM Trans. Inf. Syst., 1997

Using a Bayesian Network Induction Approach for Text Categorization.
Proceedings of the Fifteenth International Joint Conference on Artificial Intelligence, 1997

Distributed Data Mining of Probabilistic Knowledge.
Proceedings of the 17th International Conference on Distributed Computing Systems, 1997

1996
Detection of Shifts in User Interests for Personalized Information Filtering.
Proceedings of the 19th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 1996

A Two-Level Approach to Learning in Nonstationary Environments.
Proceedings of the Advances in Artificial Intelligence, 1996

1994
Learning Bayesian Belief Networks: An Approach Based on the MDL Principle.
Computational Intelligence, 1994

Using New Data to Refine a Bayesian Network.
Proceedings of the UAI '94: Proceedings of the Tenth Annual Conference on Uncertainty in Artificial Intelligence, 1994

Abstraction in Bayesian Belief Networks and Automatic Discovery from Past Inference Sessions.
Proceedings of the 12th National Conference on Artificial Intelligence, Seattle, WA, USA, July 31, 1994

1993
Using Causal Information and Local Measures to Learn Bayesian Networks.
Proceedings of the UAI '93: Proceedings of the Ninth Annual Conference on Uncertainty in Artificial Intelligence, 1993


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