A semantic-based approach for mining undiscovered public knowledge from biomedical literature. - Xiaohua Hu 001; Guangrong Li; Illhoi Yoo; Xiaodan Zhang 001; Xuheng Xu (GrC, 2005)

Wavelet transformation and cluster ensemble for gene expression analysis. - Xiaohua Hu 001; Illhoi Yoo; Xiaodan Zhang 001; Payal Nanavati; Debjit Das (Int. J. Bioinform. Res. Appl., 2005)

A Language Modeling Text Mining Approach to the Annotation of Protein Community. - Xiaodan Zhang 001; Daniel Duanqing Wu; Xiaohua Zhou; Xiaohua Hu 001 (BIBE, 2006)

Integration of cluster ensemble and EM based text mining for microarray gene cluster identification and annotation. - Xiaohua Hu 001; Xiaodan Zhang 001; Xiaohua Zhou (CIKM, 2006)

Relation-Based Document Retrieval for Biomedical Literature Databases. - Xiaohua Zhou; Xiaohua Hu 001; Xia Lin; Hyoil Han; Xiaodan Zhang 001 (DASFAA, 2006)

Using Concept-Based Indexing to Improve Language Modeling Approach to Genomic IR. - Xiaohua Zhou; Xiaodan Zhang 001; Xiaohua Hu 001 (ECIR, 2006)

Semantic Smoothing for Model-based Document Clustering. - Xiaodan Zhang 001; Xiaohua Zhou; Xiaohua Hu 001 (ICDM, 2006)

Integration of Instance-Based Learning and Text Mining for Identification of Potential Virus/Bacterium as Bio-terrorism Weapons. - Xiaohua Hu 001; Xiaodan Zhang 001; Daniel Duanqing Wu; Xiaohua Zhou; Peter Rumm (ISI, 2006)

MaxMatcher: Biological Concept Extraction Using Approximate Dictionary Lookup. - Xiaohua Zhou; Xiaodan Zhang 001; Xiaohua Hu 001 (PRICAI, 2006)

A Semantic Approach for Mining Hidden Links from Complementary and Non-interactive Biomedical Literature. - Xiaohua Hu 001; Xiaodan Zhang 001; Illhoi Yoo; Yanqing Zhang 001 (SDM, 2006)

Context-sensitive semantic smoothing for the language modeling approach to genomic IR. - Xiaohua Zhou; Xiaohua Hu 001; Xiaodan Zhang 001; Xia Lin; Il-Yeol Song (SIGIR, 2006)

A Comparison of Local Analysis, Global Analysis and Ontology-based Query Expansion Strategies for Bio-medical Literature Search. - Xuheng Xu; Weizhong Zhu; Xiaodan Zhang 001; Xiaohua Hu 001; Il-Yeol Song (SMC, 2006)

Relation-Based Document Retrieval for Biomedical IR. - Xiaohua Zhou; Xiaohua Hu 001; Guangren Li; Xia Lin; Xiaodan Zhang 001 (Trans. Comp. Sys. Biology, 2006)

Using Two-Stage Concept-Based Singular Value Decomposition Technique as a Query Expansion Strategy. - Xuheng Xu; Xiaodan Zhang 001; Xiaohua Hu 001 (AINA Workshops (1), 2007)

A segment-based hidden markov model for real-setting pinyin-to-chinese conversion. - Xiaohua Zhou; Xiaohua Hu 001; Xiaodan Zhang 001; Xiajiong Shen (CIKM, 2007)

A Comparative Study of Ontology Based Term Similarity Measures on PubMed Document Clustering. - Xiaodan Zhang 001; Liping Jing; Xiaohua Hu 001; Michael K. Ng 001; Xiaohua Zhou (DASFAA, 2007)

Utilization of Global Ranking Information in Graph- Based Biomedical Literature Clustering. - Xiaodan Zhang 001; Xiaohua Hu 001; Jiali Xia; Xiaohua Zhou; Palakorn Achananuparp (DaWaK, 2007)

An Incremental Algorithm for Mining Default Definite Decision Rules from Incomplete Decision Tables. - Chen Wu; Xiaohua Hu 001; Xiajiong Shen; Xiaodan Zhang 001; Yi Pan 001 (GrC, 2007)

Dragon Toolkit: Incorporating Auto-Learned Semantic Knowledge into Large-Scale Text Retrieval and Mining. - Xiaohua Zhou; Xiaodan Zhang 001; Xiaohua Hu 001 (ICTAI (2), 2007)

Semantic Smoothing of Document Models for Agglomerative Clustering. - Xiaohua Zhou; Xiaodan Zhang 001; Xiaohua Hu 001 (IJCAI, 2007)

Topic Signature Language Models for Ad hoc Retrieval. - Xiaohua Zhou; Xiaohua Hu 001; Xiaodan Zhang 001 (IEEE Trans. Knowl. Data Eng., 2007)

A Mixture Language Model for Class-Attribute Mining from Biomedical Literature Digital Library. - Xiaohua Zhou; Xiaohua Hu 001; Xiaodan Zhang 001; Daniel Duanqing Wu; Tingting He 003; Aijing Luo (BIBM, 2008)

Web Clustering based on the Information of Sibling Pages. - Caimei Lu; Xiaodan Zhang 001; Jung-ran Park; Xiaohua Hu 001; Tingting He 003 (GrC, 2008)

Utilizing Semantic, Syntactic, and Question Category Information for Automated Digital Reference Services. - Palakorn Achananuparp; Xiaohua Hu 001; Xiaohua Zhou; Xiaodan Zhang 001 (ICADL, 2008)

Semantic representation in text classification using topic signature mapping. - Palakorn Achananuparp; Xiaohua Zhou; Xiaohua Hu 001; Xiaodan Zhang 001 (IJCNN, 2008)

Semantic Smoothing for Bayesian Text Classification with Small Training Data. - Xiaohua Zhou; Xiaodan Zhang 001; Xiaohua Hu 001 (SDM, 2008)

A comparative evaluation of different link types on enhancing document clustering. - Xiaodan Zhang 001; Xiaohua Hu 001; Xiaohua Zhou (SIGIR, 2008)

A Graph-Based Biomedical Literature Clustering Approach Utilizing Term's Global and Local Importance Information. - Xiaodan Zhang 001; Xiaohua Hu 001; Jiali Xia; Xiaohua Zhou; Palakorn Achananuparp (Int. J. Data Warehous. Min., 2008)

Medical Document Clustering Using Ontology-Based Term Similarity Measures. - Xiaodan Zhang 001; Liping Jing; Xiaohua Hu 001; Michael K. Ng 001; Jiali Xia Jiangxi; Xiaohua Zhou (Int. J. Data Warehous. Min., 2008)

A text mining method for discovering hidden links. - Guangrong Li; Xiaodan Zhang 001; Illhoi Yoo; Xiaohua Zhou (GrC, 2009)

AskDragon: a redundancy-based factoid question answering system with lightweight local context analysis. - Xiaohua Zhou; Palakorn Achananuparp; E. K. Park; Xiaohua Hu 001; Xiaodan Zhang 001 (JCDL, 2009)

Exploiting Wikipedia as external knowledge for document clustering. - Xiaohua Hu 001; Xiaodan Zhang 001; Caimei Lu; E. K. Park; Xiaohua Zhou (KDD, 2009)

Microarray Gene Cluster Identification and Annotation Through Cluster Ensemble and EM-Based Informative Textual Summarization. - Xiaohua Hu 001; E. K. Park; Xiaodan Zhang 001 (IEEE Trans. Inf. Technol. Biomed., 2009)

A Graph-Based Biomedical Literature Clustering Approach Utilizing Term's Global and Local Importance Information. - Xiaodan Zhang 001; Xiaohua Hu 001; Jiali Xia; Xiaohua Zhou; Palakorn Achananuparp (Strategic Advancements in Utilizing Data Mining and Warehousing Technologies, 2010)

Medical Document Clustering Using Ontology-Based Term Similarity Measures. - Xiaodan Zhang 001; Liping Jing; Xiaohua Hu 001; Michael K. Ng 001; Jiali Xia; Xiaohua Zhou (Strategic Advancements in Utilizing Data Mining and Warehousing Technologies, 2010)

Mining hidden connections among biomedical concepts from disjoint biomedical literature sets through semantic-based association rule. - Xiaohua Hu 001; Xiaodan Zhang 001; Illhoi Yoo; Xiaofeng Wang; Jiali Feng (Int. J. Intell. Syst., 2010)

Mining Biomedical Knowledge Using Mutual information ABC. - Guangrong Li; Xiaodan Zhang 001 (GrC, 2011)

Utilizing Different Link Types to Enhance Document Clustering Based on Markov Random Field Model With Relaxation Labeling. - Xiaodan Zhang 001; Xiaohua Hu 001; Tingting Hu; E. K. Park; Xiaohua Zhou (IEEE Trans. Syst. Man Cybern. Part A, 2012)