Xiaodan Zhang

Affiliations:
  • Vertex Pharmaceuticals Inc., Cambridge, MA, USA
  • Drexel University, College of Information Science and Technology, Philadelphia, PA, USA (PhD 2009)


According to our database1, Xiaodan Zhang authored at least 38 papers between 2005 and 2012.

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Bibliography

2012
Utilizing Different Link Types to Enhance Document Clustering Based on Markov Random Field Model With Relaxation Labeling.
IEEE Trans. Syst. Man Cybern. Part A, 2012

2011
Mining Biomedical Knowledge Using Mutual information ABC.
Proceedings of the 2011 IEEE International Conference on Granular Computing, 2011

2010
Mining hidden connections among biomedical concepts from disjoint biomedical literature sets through semantic-based association rule.
Int. J. Intell. Syst., 2010

Medical Document Clustering Using Ontology-Based Term Similarity Measures.
Proceedings of the Strategic Advancements in Utilizing Data Mining and Warehousing Technologies: New Concepts and Developments, 2010

A Graph-Based Biomedical Literature Clustering Approach Utilizing Term's Global and Local Importance Information.
Proceedings of the Strategic Advancements in Utilizing Data Mining and Warehousing Technologies: New Concepts and Developments, 2010

2009
Microarray Gene Cluster Identification and Annotation Through Cluster Ensemble and EM-Based Informative Textual Summarization.
IEEE Trans. Inf. Technol. Biomed., 2009

Exploiting Wikipedia as external knowledge for document clustering.
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

AskDragon: a redundancy-based factoid question answering system with lightweight local context analysis.
Proceedings of the 2009 Joint International Conference on Digital Libraries, 2009

A text mining method for discovering hidden links.
Proceedings of the 2009 IEEE International Conference on Granular Computing, 2009

2008
Medical Document Clustering Using Ontology-Based Term Similarity Measures.
Int. J. Data Warehous. Min., 2008

A Graph-Based Biomedical Literature Clustering Approach Utilizing Term's Global and Local Importance Information.
Int. J. Data Warehous. Min., 2008

A comparative evaluation of different link types on enhancing document clustering.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Semantic Smoothing for Bayesian Text Classification with Small Training Data.
Proceedings of the SIAM International Conference on Data Mining, 2008

Semantic representation in text classification using topic signature mapping.
Proceedings of the International Joint Conference on Neural Networks, 2008

Utilizing Semantic, Syntactic, and Question Category Information for Automated Digital Reference Services.
Proceedings of the Digital Libraries: Universal and Ubiquitous Access to Information, 2008

Web Clustering based on the Information of Sibling Pages.
Proceedings of the 2008 IEEE International Conference on Granular Computing, 2008

A Mixture Language Model for Class-Attribute Mining from Biomedical Literature Digital Library.
Proceedings of the 2008 IEEE International Conference on Bioinformatics and Biomedicine, 2008

2007
Topic Signature Language Models for Ad hoc Retrieval.
IEEE Trans. Knowl. Data Eng., 2007

Semantic Smoothing of Document Models for Agglomerative Clustering.
Proceedings of the IJCAI 2007, 2007

Dragon Toolkit: Incorporating Auto-Learned Semantic Knowledge into Large-Scale Text Retrieval and Mining.
Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007

An Incremental Algorithm for Mining Default Definite Decision Rules from Incomplete Decision Tables.
Proceedings of the 2007 IEEE International Conference on Granular Computing, 2007

Utilization of Global Ranking Information in Graph- Based Biomedical Literature Clustering.
Proceedings of the Data Warehousing and Knowledge Discovery, 9th International Conference, 2007

A Comparative Study of Ontology Based Term Similarity Measures on PubMed Document Clustering.
Proceedings of the Advances in Databases: Concepts, 2007

A segment-based hidden markov model for real-setting pinyin-to-chinese conversion.
Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007

Using Two-Stage Concept-Based Singular Value Decomposition Technique as a Query Expansion Strategy.
Proceedings of the 21st International Conference on Advanced Information Networking and Applications (AINA 2007), 2007

2006
Relation-Based Document Retrieval for Biomedical IR.
Trans. Comp. Sys. Biology, 2006

A Comparison of Local Analysis, Global Analysis and Ontology-based Query Expansion Strategies for Bio-medical Literature Search.
Proceedings of the IEEE International Conference on Systems, 2006

Context-sensitive semantic smoothing for the language modeling approach to genomic IR.
Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

A Semantic Approach for Mining Hidden Links from Complementary and Non-interactive Biomedical Literature.
Proceedings of the Sixth SIAM International Conference on Data Mining, 2006

MaxMatcher: Biological Concept Extraction Using Approximate Dictionary Lookup.
Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

Integration of Instance-Based Learning and Text Mining for Identification of Potential Virus/Bacterium as Bio-terrorism Weapons.
Proceedings of the Intelligence and Security Informatics, 2006

Semantic Smoothing for Model-based Document Clustering.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Using Concept-Based Indexing to Improve Language Modeling Approach to Genomic IR.
Proceedings of the Advances in Information Retrieval, 2006

Relation-Based Document Retrieval for Biomedical Literature Databases.
Proceedings of the Database Systems for Advanced Applications, 2006

Integration of cluster ensemble and EM based text mining for microarray gene cluster identification and annotation.
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

A Language Modeling Text Mining Approach to the Annotation of Protein Community.
Proceedings of the Sixth IEEE International Symposium on BioInformatics and BioEngineering (BIBE 2006), 2006

2005
Wavelet transformation and cluster ensemble for gene expression analysis.
Int. J. Bioinform. Res. Appl., 2005

A semantic-based approach for mining undiscovered public knowledge from biomedical literature.
Proceedings of the 2005 IEEE International Conference on Granular Computing, 2005


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