2010 | ||
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132 | Caimei Lu, Jung-ran Park, Xiaohua Hu, Il-Yeol Song: Metadata Effectiveness: A Comparison between User-Created Social Tags and Author-Provided Metadata. HICSS 2010: 1-10 | |
2009 | ||
131 | David Wai-Lok Cheung, Il-Yeol Song, Wesley W. Chu, Xiaohua Hu, Jimmy J. Lin: Proceedings of the 18th ACM Conference on Information and Knowledge Management, CIKM 2009, Hong Kong, China, November 2-6, 2009 ACM 2009 | |
130 | Daniel Duanqing Wu, Xiaohua Hu, Tingting He: Exploratory Analysis of Protein Translation Regulatory Networks Using Hierarchical Random Graphs. BIBM 2009: 118-123 | |
129 | Junwan Liu, Zhoujun Li, Xiaohua Hu, Yiming Chen: Microarray Biclustering with Crowding Based MOACO. BIBM 2009: 170-173 | |
128 | Xiaohua Hu: Data mining in bioinformatics: challenges and opportunities. DTMBIO 2009: 1 | |
127 | Xiaohua Zhou, Palakorn Achananuparp, E. K. Park, Xiaohua Hu, Xiaodan Zhang: AskDragon: a redundancy-based factoid question answering system with lightweight local context analysis. JCDL 2009: 483-484 | |
126 | Xiaohua Hu, Xiaodan Zhang, Caimei Lu, E. K. Park, Xiaohua Zhou: Exploiting Wikipedia as external knowledge for document clustering. KDD 2009: 389-396 | |
125 | Palakorn Achananuparp, Xiaohua Hu, Christopher C. Yang: Addressing the Variability of Natural Language Expression in Sentence Similarity with Semantic Structure of the Sentences. PAKDD 2009: 548-555 | |
124 | Xin Chen, Xiaohua Hu, Xiajiong Shen: Spatial Weighting for Bag-of-Visual-Words and Its Application in Content-Based Image Retrieval. PAKDD 2009: 867-874 | |
123 | Bahrad A. Sokhansanj, Suman Datta, Xiaohua Hu: Scalable Dynamic Fuzzy Biomolecular Network Models for Large Scale Biology. Fuzzy Systems in Bioinformatics and Computational Biology 2009: 235-255 | |
122 | Junwan Liu, Zhoujun Li, Xiaohua Hu, Yiming Chen: Biclustering of microarray data with MOSPO based on crowding distance. BMC Bioinformatics 10(S-4): (2009) | |
121 | Hsinchun Chen, Daniel Zeng, David L. Buckeridge, Masoumeh T. Izadi, Aman Verma, Anna Okhmatovskaia, Xiaohua Hu, Xiajiong Shen, Zhidong Cao, Fei-Yue Wang, Xiaolong Zheng, Quanyi Wang: AI for Global Disease Surveillance. IEEE Intelligent Systems 24(6): 66-82 (2009) | |
2008 | ||
120 | Xue-wen Chen, Xiaohua Hu, Sun Kim: 2008 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2008, 3-5 November 2008, Philadephia, Pennsylvania, USA IEEE Computer Society 2008 | |
119 | Xiaohua Zhou, Xiaohua Hu, Xiaodan Zhang, Daniel Duanqing Wu, Tingting He, Aijing Luo: A Mixture Language Model for Class-Attribute Mining from Biomedical Literature Digital Library. BIBM 2008: 17-22 | |
118 | Yuan An, Xiaohua Hu, Il-Yeol Song: Round-Trip Engineering for Maintaining Conceptual-Relational Mappings. CAiSE 2008: 296-311 | |
117 | Min Song, Xiaohua Hu, Illhoi Yoo, Eric Koppel: Document Clustering by Semantic Smoothing and Dynamic Growing Cell Structure (DynGCS) for Biomedical Literature. DaWaK 2008: 217-226 | |
116 | Palakorn Achananuparp, Xiaohua Hu, Xiajiong Shen: The Evaluation of Sentence Similarity Measures. DaWaK 2008: 305-316 | |
115 | Palakorn Achananuparp, Xiaohua Hu, Xiaohua Zhou, Xiaodan Zhang: Utilizing Semantic, Syntactic, and Question Category Information for Automated Digital Reference Services. ICADL 2008: 203-214 | |
114 | Palakorn Achananuparp, Xiaohua Zhou, Xiaohua Hu, Xiaodan Zhang: Semantic representation in text classification using topic signature mapping. IJCNN 2008: 1034-1040 | |
113 | Xiaohua Zhou, Xiaodan Zhang, Xiaohua Hu: Semantic Smoothing for Bayesian Text Classification with Small Training Data. SDM 2008: 289-300 | |
112 | Xiaodan Zhang, Xiaohua Hu, Xiaohua Zhou: A comparative evaluation of different link types on enhancing document clustering. SIGIR 2008: 555-562 | |
111 | I. Jen Chiang, Tsau Young Lin, Ginni Hsiang-Chun Tsai, Jau-Min Wong, Xiaohua Hu: Latent Semantic Space for Web Clustering. Data Mining: Foundations and Practice 2008: 61-77 | |
110 | Ning Jiang, Lindsey J. Leach, Xiaohua Hu, Elena Potokina, Tianye Jia, Arnis Druka, Robbie Waugh, Michael J. Kearsey, Zewei W. Luo: Methods for evaluating gene expression from Affymetrix microarray datasets. BMC Bioinformatics 9: (2008) | |
109 | Yuchun Tang, Yan-Qing Zhang, Zhen Huang, Xiaohua Hu, Yichuan Zhao: Recursive Fuzzy Granulation for Gene Subsets Extraction and Cancer Classification. IEEE Transactions on Information Technology in Biomedicine 12(6): 723-730 (2008) | |
108 | Xiaodan Zhang, Liping Jing, Xiaohua Hu, Michael K. Ng, Jiali Xia Jiangxi, Xiaohua Zhou: Medical Document Clustering Using Ontology-Based Term Similarity Measures. IJDWM 4(1): 62-73 (2008) | |
107 | Xiaodan Zhang, Xiaohua Hu, Jiali Xia, Xiaohua Zhou, Palakorn Achananuparp: A Graph-Based Biomedical Literature Clustering Approach Utilizing Term's Global and Local Importance Information. IJDWM 4(4): 84-101 (2008) | |
106 | Guobiao Hu, Shuigeng Zhou, Jihong Guan, Xiaohua Hu: Towards effective document clustering: A constrained K-means based approach. Inf. Process. Manage. 44(4): 1397-1409 (2008) | |
2007 | ||
105 | 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 | |
104 | 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 | |
103 | 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 | |
102 | Xiaohua Hu: Biomedical Literature Mining. BIBE 2007: 1446 | |
101 | Jian Wen, Zhoujun Li, Xiaohua Hu: Ontology Based Clustering for Improving Genomic IR. CBMS 2007: 225-230 | |
100 | 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 | |
99 | 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 | |
98 | 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 | |
97 | 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 | |
96 | 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 | |
95 | 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 | |
94 | 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 | |
93 | Xiaohua Zhou, Xiaodan Zhang, Xiaohua Hu: Semantic Smoothing of Document Models for Agglomerative Clustering. IJCAI 2007: 2928-2933 | |
92 | Jinyan Li, Xiaohua Hu: Workshop BioDM'07 - An Overview. PAKDD Workshops 2007: 110-111 | |
91 | 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 | |
90 | Illhoi Yoo, Xiaohua Hu, Il-Yeol Song: A coherent graph-based semantic clustering and summarization approach for biomedical literature and a new summarization evaluation method. BMC Bioinformatics 8(S-9): (2007) | |
89 | Xiaohua Hu, Fang-Xiang Wu: Mining and state-space modeling and verification of sub-networks from large-scale biomolecular networks. BMC Bioinformatics 8: (2007) | |
88 | 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) | |
87 | Xiaohua Hu, Bahrad A. Sokhansanj, Daniel Duanqing Wu, Yuchun Tang: A Novel Approach for Mining and Fuzzy Simulation of Subnetworks From Large Biomolecular Networks. IEEE T. Fuzzy Systems 15(6): 1219-1229 (2007) | |
86 | 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 | 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 | John Wang, Xiaohua Hu, Dan Zhu: Diminishing downsides of Data Mining. IJBIDM 2(2): 177-196 (2007) | |
83 | Aiguo Du, Xiaohua Hu, Yi Pan: Prediction of the disulphide bridges in proteins using SVM. IJBRA 3(2): 223-233 (2007) | |
82 | 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 | Illhoi Yoo, Xiaohua Hu: Biomedical Ontology MeSH Improves Document Clustering Qualify on MEDLINE Articles: A Comparison Study. CBMS 2006: 577-582 | |
77 | 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 | Xiaohua Zhou, Xiaohua Hu, Xia Lin, Hyoil Han, Xiaodan Zhang: Relation-Based Document Retrieval for Biomedical Literature Databases. DASFAA 2006: 689-701 | |
75 | 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 | Xiaohua Zhou, Xiaodan Zhang, Xiaohua Hu: Using Concept-Based Indexing to Improve Language Modeling Approach to Genomic IR. ECIR 2006: 444-455 | |
73 | Xiaodan Zhang, Xiaohua Zhou, Xiaohua Hu: Semantic Smoothing for Model-based Document Clustering. ICDM 2006: 1193-1198 | |
72 | 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 | Illhoi Yoo, Xiaohua Hu: A comprehensive comparison study of document clustering for a biomedical digital library MEDLINE. JCDL 2006: 220-229 | |
70 | 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 | 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 | Xiaohua Zhou, Xiaodan Zhang, Xiaohua Hu: MaxMatcher: Biological Concept Extraction Using Approximate Dictionary Lookup. PRICAI 2006: 1145-1149 | |
67 | Chen Wu, Xiaohua Hu, Jingyu Yang, Xibei Yang: Expanding Tolerance RST Models Based on Cores of Maximal Compatible Blocks. RSCTC 2006: 235-243 | |
66 | Daniel Duanqing Wu, Xiaohua Hu: Mining and analyzing the topological structure of protein-protein interaction networks. SAC 2006: 185-189 | |
65 | 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 | 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 | 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 | Xiaohua Hu: GE-Miner: integration of cluster ensemble and text mining for comprehensive gene expression analysis. IJBRA 2(3): 325-338 (2006) | |
61 | 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 | 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 | Xiaohua Hu, Tsau Young 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 | 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 | 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 | 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 | 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 | Weizhong Zhu, Xia Lin, Xiaohua Hu, Bahrad A. Sokhansanj: Visualization of protein-protein interaction network for knowledge discovery. GrC 2005: 373-377 | |
48 | Eric Louie, Tsau Young Em, Xiaohua Hu: Analysis of using granules to find association rules. GrC 2005: 556-560 | |
47 | 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 | Xiaohua Hu, Illhoi Yoo, Peter Rumm, Michael Atwood: Mining Candidate Viruses as Potential Bio-terrorism Weapons from Biomedical Literature. ISI 2005: 60-71 | |
45 | 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 | 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 | Jianchao Han, Ricardo Sanchez, Xiaohua Hu: Feature Selection Based on Relative Attribute Dependency: An Experimental Study. RSFDGrC (1) 2005: 214-223 | |
42 | Xiaohua Hu: A Data Mining Approach for Retailing Bank Customer Attrition Analysis. Appl. Intell. 22(1): 47-60 (2005) | |
41 | 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 | Xiaohua Hu: Mining and analysing scale-free proteinprotein interaction network. IJBRA 1(1): 81-101 (2005) | |
39 | 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 | 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 | 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 | Xiaohua Hu, Illhoi Yoo: Cluster Ensemble and Its Applications in Gene Expression Analysis. APBC 2004: 297-302 | |
35 | Huiling Chen, Huan-Xiang Zhou, Xiaohua Hu, Illhoi Yoo: Classification Comparison of Prediction of Solvent Accessibility From Protein Sequences. APBC 2004: 333-338 | |
34 | Xiaohua Hu: Integration of Cluster Ensemble and Text Summarization for Gene Expression Analysis. BIBE 2004: 251-258 | |
33 | 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 | 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 | 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 | Jianchao Han, Nick Cercone, Xiaohua Hu: A Weighted Freshness Metric for Maintaining Search Engine Local Repository. Web Intelligence 2004: 677-680 | |
29 | 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 | 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 | 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 | Xiaohua Hu, Jianchao Han, Nick Cercone: Discovering Cyber Communities from the WWW. COMPSAC 2003: 590-594 | |
25 | Jianchao Han, Xiaohua Hu, Tsau Young Lin: A New Computation Model for Rough Set Theory Based on Database Systems. DaWaK 2003: 381-390 | |
24 | Xiaohua Hu, Tsau Young Lin, Eric Louie: Bitmap Techniques for Optimizing Decision Support Queries and Association Rule Algorithms. IDEAS 2003: 34-43 | |
23 | Jianchao Han, Xiaohua Hu, Tsau Young Lin: An Efficient Algorithm for Computing Core Attributes in Database Systems. ISMIS 2003: 663-667 | |
22 | Xiaohua Hu, Tsau Young Lin, Jianchao Han: A New Rough Sets Model Based on Database Systems. RSFDGrC 2003: 114-121 | |
21 | Min Song, Il-Yeol Song, Xiaohua Hu: KPSpotter: a flexible information gain-based keyphrase extraction system. WIDM 2003: 50-53 | |
20 | Xiaohua Hu: DB-HReduction: A data preprocessing algorithm for data mining applications. Appl. Math. Lett. 16(6): 889-895 (2003) | |
19 | Xiaohua Hu: Data-mining and Uncertain Reasoning: An Integrated Approach (Book Review). Information Visualization 2(1): 78-79 (2003) | |
18 | 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 | Xiaohua Hu: Comparison of Classification Methods for Customer Attrition Analysis. Rough Sets and Current Trends in Computing 2002: 487-492 | |
16 | 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 | 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 | 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 | Xiaohua Hu, Nick Cercone: Data Mining via Discretization, Generalization and Rough Set Feature Selection. Knowl. Inf. Syst. 1(1): 33-60 (1999) | |
1997 | ||
10 | Xiaohua Hu, Nick Cercone: Learning Maximal Generalized Decision Rules via Discretization, Generalization, and Rough Set Feature Selection. ICTAI 1997: 548- | |
1996 | ||
9 | 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 | 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 | 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 |