| 2007 |
|---|
| 102 | | Takashi Washio,
Zhi-Hua Zhou,
Joshua Zhexue Huang,
Xiaohua Hu,
Jinyan Li,
Chao Xie,
Jieyue He,
Deqing Zou,
Kuan-Ching Li,
Mário M. Freire:
Emerging Technologies in Knowledge Discovery and Data Mining, PAKDD 2007, International Workshops, Nanjing, China, May 22-25, 2007, Revised Selected Papers
Springer 2007 |
| 101 | EE | Xuheng Xu,
Xiaodan Zhang,
Xiaohua Hu:
Using Two-Stage Concept-Based Singular Value Decomposition Technique as a Query Expansion Strategy.
AINA Workshops (1) 2007: 295-300 |
| 100 | EE | Jian Wen,
Zhoujun Li,
Lijuan Zhang,
Xiaohua Hu,
Huowang Chen:
A New Method of Cluster-Based Topic Language Model for Genomic IR.
AINA Workshops (1) 2007: 301-306 |
| 99 | EE | Xiaohua Hu:
Biomedical Literature Mining.
BIBE 2007: 1446 |
| 98 | EE | Jian Wen,
Zhoujun Li,
Xiaohua Hu:
Ontology Based Clustering for Improving Genomic IR.
CBMS 2007: 225-230 |
| 97 | EE | Xiaohua Zhou,
Xiaohua Hu,
Xiaodan Zhang,
Xiajiong Shen:
A segment-based hidden markov model for real-setting pinyin-to-chinese conversion.
CIKM 2007: 1027-1030 |
| 96 | EE | Xiaodan Zhang,
Liping Jing,
Xiaohua Hu,
Michael K. Ng,
Xiaohua Zhou:
A Comparative Study of Ontology Based Term Similarity Measures on PubMed Document Clustering.
DASFAA 2007: 115-126 |
| 95 | EE | Xiaodan Zhang,
Xiaohua Hu,
Jiali Xia,
Xiaohua Zhou,
Palakorn Achananuparp:
Utilization of Global Ranking Information in Graph- Based Biomedical Literature Clustering.
DaWaK 2007: 313-322 |
| 94 | EE | Chen Wu,
Xiaohua Hu,
Zhoujun Li,
Xiaohua Zhou,
Palakorn Achananuparp:
Algorithms for Different Approximations in Incomplete Information Systems with Maximal Compatible Classes as Primitive Granules.
GrC 2007: 169-174 |
| 93 | EE | Chen Wu,
Xiaohua Hu,
Xiajiong Shen,
Xiaodan Zhang,
Yi Pan:
An Incremental Algorithm for Mining Default Definite Decision Rules from Incomplete Decision Tables.
GrC 2007: 175-179 |
| 92 | | Xiaohua Hu,
Fang-Xiang Wu,
Michael K. Ng,
Bahrad A. Sokhansanj:
Mining and Dynamic Simulation of Sub-Networks from Large Biomolecular Networks.
IC-AI 2007: 806-813 |
| 91 | EE | Xiaohua Zhou,
Xiaodan Zhang,
Xiaohua Hu:
Dragon Toolkit: Incorporating Auto-Learned Semantic Knowledge into Large-Scale Text Retrieval and Mining.
ICTAI (2) 2007: 197-201 |
| 90 | EE | Xiaohua Zhou,
Xiaodan Zhang,
Xiaohua Hu:
Semantic Smoothing of Document Models for Agglomerative Clustering.
IJCAI 2007: 2928-2933 |
| 89 | EE | Jinyan Li,
Xiaohua Hu:
Workshop BioDM'07 - An Overview.
PAKDD Workshops 2007: 110-111 |
| 88 | EE | Tao Wang,
Zhoujun Li,
Xiaohua Hu,
Yuejin Yan,
Huowang Chen:
A New Decision Tree Classification Method for Mining High-Speed Data Streams Based on Threaded Binary Search Trees.
PAKDD Workshops 2007: 256-267 |
| 87 | EE | Min Song,
Il-Yeol Song,
Xiaohua Hu,
Robert B. Allen:
Integration of association rules and ontologies for semantic query expansion.
Data Knowl. Eng. 63(1): 63-75 (2007) |
| 86 | EE | Xiaohua Zhou,
Xiaohua Hu,
Xiaodan Zhang:
Topic Signature Language Models for Ad hoc Retrieval.
IEEE Trans. Knowl. Data Eng. 19(9): 1276-1287 (2007) |
| 85 | EE | Xiaohua Hu,
Daniel Duanqing Wu:
Data Mining and Predictive Modeling of Biomolecular Network from Biomedical Literature Databases.
IEEE/ACM Trans. Comput. Biology Bioinform. 4(2): 251-263 (2007) |
| 84 | EE | John Wang,
Xiaohua Hu,
Dan Zhu:
Diminishing downsides of Data Mining.
IJBIDM 2(2): 177-196 (2007) |
| 83 | EE | Aiguo Du,
Xiaohua Hu,
Yi Pan:
Prediction of the disulphide bridges in proteins using SVM.
IJBRA 3(2): 223-233 (2007) |
| 82 | EE | Illhoi Yoo,
Xiaohua Hu,
Il-Yeol Song:
Biomedical ontology improves biomedical literature clustering performance: a comparison study.
IJBRA 3(3): 414-428 (2007) |
| 2006 |
|---|
| 81 | | Corrado Priami,
Xiaohua Hu,
Yi Pan,
Tsau Young Lin:
Transactions on Computational Systems Biology V
Springer 2006 |
| 80 | | Tsau Young Lin,
Setsuo Ohsuga,
Churn-Jung Liau,
Xiaohua Hu:
Foundations and Novel Approaches in Data Mining
Springer 2006 |
| 79 | | Xiaodan Zhang,
Daniel Duanqing Wu,
Xiaohua Zhou,
Xiaohua Hu:
A Language Modeling Text Mining Approach to the Annotation of Protein Community.
BIBE 2006: 12-19 |
| 78 | EE | Illhoi Yoo,
Xiaohua Hu:
Biomedical Ontology MeSH Improves Document Clustering Qualify on MEDLINE Articles: A Comparison Study.
CBMS 2006: 577-582 |
| 77 | EE | Xiaohua Hu,
Xiaodan Zhang,
Xiaohua Zhou:
Integration of cluster ensemble and EM based text mining for microarray gene cluster identification and annotation.
CIKM 2006: 824-825 |
| 76 | EE | Xiaohua Zhou,
Xiaohua Hu,
Xia Lin,
Hyoil Han,
Xiaodan Zhang:
Relation-Based Document Retrieval for Biomedical Literature Databases.
DASFAA 2006: 689-701 |
| 75 | EE | Illhoi Yoo,
Xiaohua Hu,
Il-Yeol Song:
A Coherent Biomedical Literature Clustering and Summarization Approach Through Ontology-Enriched Graphical Representations.
DaWaK 2006: 374-383 |
| 74 | EE | Xiaohua Zhou,
Xiaodan Zhang,
Xiaohua Hu:
Using Concept-Based Indexing to Improve Language Modeling Approach to Genomic IR.
ECIR 2006: 444-455 |
| 73 | EE | Xiaodan Zhang,
Xiaohua Zhou,
Xiaohua Hu:
Semantic Smoothing for Model-based Document Clustering.
ICDM 2006: 1193-1198 |
| 72 | EE | Xiaohua Hu,
Xiaodan Zhang,
Daniel Duanqing Wu,
Xiaohua Zhou,
Peter Rumm:
Integration of Instance-Based Learning and Text Mining for Identification of Potential Virus/Bacterium as Bio-terrorism Weapons.
ISI 2006: 548-553 |
| 71 | EE | Illhoi Yoo,
Xiaohua Hu:
A comprehensive comparison study of document clustering for a biomedical digital library MEDLINE.
JCDL 2006: 220-229 |
| 70 | EE | Illhoi Yoo,
Xiaohua Hu,
Il-Yeol Song:
Integration of semantic-based bipartite graph representation and mutual refinement strategy for biomedical literature clustering.
KDD 2006: 791-796 |
| 69 | EE | Illhoi Yoo,
Xiaohua Hu:
Clustering Large Collection of Biomedical Literature Based on Ontology-Enriched Bipartite Graph Representation and Mutual Refinement Strategy.
PAKDD 2006: 303-312 |
| 68 | EE | Xiaohua Zhou,
Xiaodan Zhang,
Xiaohua Hu:
MaxMatcher: Biological Concept Extraction Using Approximate Dictionary Lookup.
PRICAI 2006: 1145-1149 |
| 67 | EE | Chen Wu,
Xiaohua Hu,
Jingyu Yang,
Xibei Yang:
Expanding Tolerance RST Models Based on Cores of Maximal Compatible Blocks.
RSCTC 2006: 235-243 |
| 66 | EE | Daniel Duanqing Wu,
Xiaohua Hu:
Mining and analyzing the topological structure of protein-protein interaction networks.
SAC 2006: 185-189 |
| 65 | EE | Xiaohua Hu,
Xiaodan Zhang,
Illhoi Yoo,
Yanqing Zhang:
A Semantic Approach for Mining Hidden Links from Complementary and Non-interactive Biomedical Literature.
SDM 2006 |
| 64 | EE | Xiaohua Zhou,
Xiaohua Hu,
Xiaodan Zhang,
Xia Lin,
Il-Yeol Song:
Context-sensitive semantic smoothing for the language modeling approach to genomic IR.
SIGIR 2006: 170-177 |
| 63 | EE | Katherine M. Shelfer,
Xiaohua Hu:
Making Better Sense of the Demographic Data Value in the Data Mining Procedure.
Foundations and Novel Approaches in Data Mining 2006: 331-362 |
| 62 | EE | Xiaohua Hu:
GE-Miner: integration of cluster ensemble and text mining for comprehensive gene expression analysis.
IJBRA 2(3): 325-338 (2006) |
| 61 | EE | Zhong Huang,
Yun Li,
Xiaohua Hu:
Anti-parallel Coiled Coils Structure Prediction by Support Vector Machine Classification.
T. Comp. Sys. Biology: 1-8 (2006) |
| 60 | EE | Xiaohua Zhou,
Xiaohua Hu,
Guangren Li,
Xia Lin,
Xiaodan Zhang:
Relation-Based Document Retrieval for Biomedical IR.
T. Comp. Sys. Biology: 112-128 (2006) |
| 59 | EE | Xiaohua Hu,
T. Y. Lin,
Il-Yeol Song,
Illhoi Yoo,
Min Song:
A semi-supervised efficient learning approach to extract biological relationships from web-based biomedical digital library.
Web Intelligence and Agent Systems 4(3): 327-339 (2006) |
| 2005 |
|---|
| 58 | | Xiaohua Hu,
Qing Liu,
Andrzej Skowron,
Tsau Young Lin,
Ronald R. Yager,
Bo Zhang:
2005 IEEE International Conference on Granular Computing, Beijing, China, July 25-27, 2005
IEEE 2005 |
| 57 | | Dominik Slezak,
Jingtao Yao,
James F. Peters,
Wojciech Ziarko,
Xiaohua Hu:
Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 10th International Conference, RSFDGrC 2005, Regina, Canada, August 31 - September 3, 2005, Proceedings, Part II
Springer 2005 |
| 56 | | Tsau Young Lin,
Setsuo Ohsuga,
Churn-Jung Liau,
Xiaohua Hu,
Shusaku Tsumoto:
Foundations of Data Mining and knowledge Discovery
Springer 2005 |
| 55 | EE | Yuchun Tang,
Yan-Qing Zhang,
Zhen Huang,
Xiaohua Hu:
Granular SVM-RFE Gene Selection Algorithm for Reliable Prostate Cancer Classification on Microarray Expression Data.
BIBE 2005: 290-293 |
| 54 | | Daniel Duanqing Wu,
Xiaohua Hu:
An Efficient Approach to Detect a Protein Community from a Seed.
CIBCB 2005: 135-141 |
| 53 | | Yuchun Tang,
Yuanchen He,
Yan-Qing Zhang,
Zhen Huang,
Xiaohua Hu,
Rajshekhar Sunderraman:
A Hybrid CI-Based Knowledge Discovery System on Microarray Gene Expression Data.
CIBCB 2005: 25-30 |
| 52 | EE | Xiaohua Hu,
Illhoi Yoo,
Min Song,
Yanqing Zhang,
Il-Yeol Song:
Mining undiscovered public knowledge from complementary and non-interactive biomedical literature through semantic pruning.
CIKM 2005: 249-250 |
| 51 | EE | Min Song,
Il-Yeol Song,
Xiaohua Hu,
Robert B. Allen:
Semantic Query Expansion Combining Association Rules with Ontologies and Information Retrieval Techniques.
DaWaK 2005: 326-335 |
| 50 | EE | Xiaohua Hu,
Guangrong Li,
Illhoi Yoo,
Xiaodan Zhang,
Xuheng Xu:
A semantic-based approach for mining undiscovered public knowledge from biomedical literature.
GrC 2005: 22-27 |
| 49 | EE | Weizhong Zhu,
Xia Lin,
Xiaohua Hu,
Bahrad A. Sokhansanj:
Visualization of protein-protein interaction network for knowledge discovery.
GrC 2005: 373-377 |
| 48 | EE | Eric Louie,
Tsau Young Em,
Xiaohua Hu:
Analysis of using granules to find association rules.
GrC 2005: 556-560 |
| 47 | EE | Zhong Huang,
Yun Li,
Xiaohua Hu:
SVM Classification to Predict Two Stranded Anti-parallel Coiled Coils based on Protein Sequence Data.
ICCSA (3) 2005: 374-380 |
| 46 | EE | Xiaohua Hu,
Illhoi Yoo,
Peter Rumm,
Michael Atwood:
Mining Candidate Viruses as Potential Bio-terrorism Weapons from Biomedical Literature.
ISI 2005: 60-71 |
| 45 | EE | Min Song,
Il-Yeol Song,
Xiaohua Hu,
Robert B. Allen:
Integrating Text Chunking with Mixture Hidden Markov Models for Effective Biomedical Information Extraction.
International Conference on Computational Science (2) 2005: 976-984 |
| 44 | EE | Min Song,
Il-Yeol Song,
Xiaohua Hu,
Robert B. Allen:
An Automatic Unsupervised Querying Algorithm for Efficient Information Extraction in Biomedical Domain.
PAKDD 2005: 173-179 |
| 43 | EE | Jianchao Han,
Ricardo Sanchez,
Xiaohua Hu:
Feature Selection Based on Relative Attribute Dependency: An Experimental Study.
RSFDGrC (1) 2005: 214-223 |
| 42 | EE | Xiaohua Hu:
A Data Mining Approach for Retailing Bank Customer Attrition Analysis.
Appl. Intell. 22(1): 47-60 (2005) |
| 41 | EE | Xiaohua Hu,
Il-Yeol Song,
Hyoil Han,
Illhoi Yoo,
Ann Prestrud,
Murray F. Brennan,
Ari D. Brooks:
Temporal rule induction for clinical outcome analysis.
IJBIDM 1(1): 122-136 (2005) |
| 40 | EE | Xiaohua Hu:
Mining and analysing scale-free proteinprotein interaction network.
IJBRA 1(1): 81-101 (2005) |
| 39 | EE | Xiaohua Hu,
Illhoi Yoo,
Xiaodan Zhang,
Payal Nanavati,
Debjit Das:
Wavelet transformation and cluster ensemble for gene expression analysis.
IJBRA 1(4): 447-460 (2005) |
| 38 | EE | Xiaohua Hu,
Xuheng Xu:
Mining novel connections from online biomedical text databases using semantic query expansion and semantic-relationship pruning.
IJWGS 1(2): 222-239 (2005) |
| 37 | EE | Min Song,
Il-Yeol Song,
Xiaohua Hu,
Robert B. Allen:
KXtractor: An Effective Biomedical Information Extraction Technique Based on Mixture Hidden Markov Models.
T. Comp. Sys. Biology 2: 68-81 (2005) |
| 2004 |
|---|
| 36 | EE | Xiaohua Hu,
Illhoi Yoo:
Cluster Ensemble and Its Applications in Gene Expression Analysis.
APBC 2004: 297-302 |
| 35 | EE | Huiling Chen,
Huan-Xiang Zhou,
Xiaohua Hu,
Illhoi Yoo:
Classification Comparison of Prediction of Solvent Accessibility From Protein Sequences.
APBC 2004: 333-338 |
| 34 | EE | Xiaohua Hu:
Integration of Cluster Ensemble and Text Summarization for Gene Expression Analysis.
BIBE 2004: 251-258 |
| 33 | EE | Hyoil Han,
Il-Yeol Song,
Xiaohua Hu,
Ann Prestrud,
Murray F. Brennan,
Ari D. Brooks:
Managing and Mining Clinical Outcomes.
DASFAA 2004: 405-416 |
| 32 | EE | Tsau Young Lin,
Nick Cercone,
Xiaohua Hu,
Jianchao Han:
Intelligent Query Answering Based on Neighborhood Systems and Data Mining Techniques.
IDEAS 2004: 91-96 |
| 31 | EE | Jianchao Han,
Xiaohua Hu,
Tsau Young Lin:
Feature Subset Selection Based on Relative Dependency between Attributes.
Rough Sets and Current Trends in Computing 2004: 176-185 |
| 30 | EE | Jianchao Han,
Nick Cercone,
Xiaohua Hu:
A Weighted Freshness Metric for Maintaining Search Engine Local Repository.
Web Intelligence 2004: 677-680 |
| 29 | EE | Xiaohua Hu,
Tsau Young Lin,
Il-Yeol Song,
Xia Lin,
Illhoi Yoo,
Mark Lechner,
Min Song:
Ontology-Based Scalable and Portable Information Extraction System to Extract Biological Knowledge from Huge Collection of Biomedical Web Documents.
Web Intelligence 2004: 77-83 |
| 28 | EE | Xiaohua Hu,
Tsau Young Lin,
Jianchao Han:
A New Rough Sets Model Based on Database Systems.
Fundam. Inform. 59(2-3): 135-152 (2004) |
| 27 | EE | Xiaohua Hu,
Nick Cercone:
A data warehouse/online analytic processing framework for web usage mining and business intelligence reporting.
Int. J. Intell. Syst. 19(7): 585-606 (2004) |
| 2003 |
|---|
| 26 | EE | Xiaohua Hu,
Jianchao Han,
Nick Cercone:
Discovering Cyber Communities from the WWW.
COMPSAC 2003: 590-594 |
| 25 | EE | Jianchao Han,
Xiaohua Hu,
Tsau Young Lin:
A New Computation Model for Rough Set Theory Based on Database Systems.
DaWaK 2003: 381-390 |
| 24 | EE | Xiaohua Hu,
Tsau Young Lin,
Eric Louie:
Bitmap Techniques for Optimizing Decision Support Queries and Association Rule Algorithms.
IDEAS 2003: 34-43 |
| 23 | EE | Jianchao Han,
Xiaohua Hu,
Tsau Young Lin:
An Efficient Algorithm for Computing Core Attributes in Database Systems.
ISMIS 2003: 663-667 |
| 22 | EE | Xiaohua Hu,
Tsau Young Lin,
Jianchao Han:
A New Rough Sets Model Based on Database Systems.
RSFDGrC 2003: 114-121 |
| 21 | EE | Min Song,
Il-Yeol Song,
Xiaohua Hu:
KPSpotter: a flexible information gain-based keyphrase extraction system.
WIDM 2003: 50-53 |
| 20 | EE | Xiaohua Hu:
DB-HReduction: A data preprocessing algorithm for data mining applications.
Appl. Math. Lett. 16(6): 889-895 (2003) |
| 19 | EE | Xiaohua Hu:
Data-mining and Uncertain Reasoning: An Integrated Approach (Book Review).
Information Visualization 2(1): 78-79 (2003) |
| 18 | EE | Jianchao Han,
Xiaohua Hu,
Nick Cercone:
A visualization model of interactive knowledge discovery systems and its implementations.
Information Visualization 2(2): 105-125 (2003) |
| 2002 |
|---|
| 17 | EE | Xiaohua Hu:
Comparison of Classification Methods for Customer Attrition Analysis.
Rough Sets and Current Trends in Computing 2002: 487-492 |
| 16 | EE | Nick Cercone,
Lijun Hou,
Vlado Keselj,
Aijun An,
Kanlaya Naruedomkul,
Xiaohua Hu:
From Computational Intelligence to Web Intelligence.
IEEE Computer 35(11): 72-76 (2002) |
| 2001 |
|---|
| 15 | | Xiaohua Hu:
Using Rough Sets Theory and Database Operations to Construct a Good Ensemble of Classifiers for Data Mining Applications.
ICDM 2001: 233-240 |
| 14 | | Xiaohua Hu,
Nick Cercone:
Discovering Maximal Generalized Decision Rules Through Horixontal and Vertical Data Reduction.
Computational Intelligence 17(3): 684-702 (2001) |
| 2000 |
|---|
| 13 | EE | Yang Xiang,
Xiaohua Hu,
Nick Cercone,
Howard J. Hamilton:
Learning Pseudo-independent Models: Analytical and Experimental Results.
Canadian Conference on AI 2000: 227-239 |
| 12 | EE | Jianchao Han,
Xiaohua Hu,
Nick Cercone:
Supervised Learning: A Generalized Rough Set Approach.
Rough Sets and Current Trends in Computing 2000: 322-329 |
| 1999 |
|---|
| 11 | EE | Xiaohua Hu,
Nick Cercone:
Data Mining via Discretization, Generalization and Rough Set Feature Selection.
Knowl. Inf. Syst. 1(1): 33-60 (1999) |
| 1997 |
|---|
| 10 | EE | Xiaohua Hu,
Nick Cercone:
Learning Maximal Generalized Decision Rules via Discretization, Generalization, and Rough Set Feature Selection.
ICTAI 1997: 548- |
| 1996 |
|---|
| 9 | EE | Xiaohua Hu,
Nick Cercone:
Mining Knowledge Rules from Databases: A Rough Set Approach.
ICDE 1996: 96-105 |
| 8 | | Wojciech Ziarko,
Nick Cercone,
Xiaohua Hu:
Rule Discovery from Databases with Decision Matrices.
ISMIS 1996: 653-662 |
| 1995 |
|---|
| 7 | EE | Ning Shan,
Xiaohua Hu:
A Decision Matrix Approach for Constructing Multiple Knowledge Bases System.
IEA/AIE 1995: 517-524 |
| 6 | | Xiaohua Hu,
Nick Cercone:
Rough Sets Similarity-Based Learning from Databases.
KDD 1995: 162-167 |
| 5 | | Xiaohua Hu,
Nick Cercone:
Learning in Relational Databases: A Rough Set Approach.
Computational Intelligence 11: 323-338 (1995) |
| 1994 |
|---|
| 4 | EE | Xiaohua Hu,
Nick Cercone:
Discovery of Decision Rules in Relational Databases: A Rough Set Approach.
CIKM 1994: 392-400 |
| 3 | | Xiaohua Hu,
Ning Shan,
Nick Cercone,
Wojciech Ziarko:
DBROUGH: A Rough Set Based Knowledge Discovery System.
ISMIS 1994: 386-395 |
| 2 | | Xiaohua Hu,
Nick Cercone,
Jinshi Xie:
Learning Data Trend Regularities From Databases in a Dynamic Environment.
KDD Workshop 1994: 323-334 |
| 1993 |
|---|
| 1 | | Xiaohua Hu,
Nick Cercone,
Jiawei Han:
An Attribute-Oriented Rough Set Approach for Knowledge Discovery in Databases.
RSKD 1993: 90-99 |
