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Xiaohua Hu
Xiaohua Tony Hu
2010 – today
- 2012
[j62]Qinmin Hu, Jimmy Huang, Xiaohua Hu: Modeling and mining term association for improving biomedical information retrieval performance. BMC Bioinformatics 13(S-9): S2 (2012)- [j61]Xiaohua Hu, Tao Mu, Weihui Dai, Hongzhi Hu, Genghui Dai: Analysis of Browsing Behaviors with Ant Colony Clustering Algorithm. JCP 7(12): 3096-3102 (2012)
- [j60]Xiaohua Hu, Xuan Zhou, Weihui Dai, Zhaozong Zhan, Xiaoyi Liu: Tourism Crisis Management System Based on Ecological Mechanism. JSW 7(12): 2808-2815 (2012)
- [j59]Xin Chen, Xiaohua Hu, Tze Yee Lim, Xiajiong Shen, E. K. Park, Gail L. Rosen: Exploiting the Functional and Taxonomic Structure of Genomic Data by Probabilistic Topic Modeling. IEEE/ACM Trans. Comput. Biology Bioinform. 9(4): 980-991 (2012)
- [j58]Xiaodan Zhang, Xiaohua Hu, Tingting Hu, E. K. Park, Xiaohua Zhou: Utilizing Different Link Types to Enhance Document Clustering Based on Markov Random Field Model With Relaxation Labeling. IEEE Transactions on Systems, Man, and Cybernetics, Part A 42(5): 1167-1182 (2012)
- [c137]Yuan An, Ritu Khare, Xiaohua Hu, Il-Yeol Song: Bridging encounter forms and electronic medical record databases: Annotation, mapping, and integration. BIBM 2012: 1-4
- [c136]Xingpeng Jiang, Jonathan Dushoff, Xin Chen, Xiaohua Hu: Identifying enterotype in human microbiome by decomposing probabilistic topics into components. BIBM 2012: 1-4
- [c135]Xingpeng Jiang, Xiaohua Hu, Huiyu Shen, Tingting He: Manifold learning reveals nonlinear structure in metagenomic profiles. BIBM 2012: 1-6
- [c134]Jiashu Zhao, Jimmy Xiangji Huang, Xiaohua Hu, C. Joseph Kurian, William Melek: A Bayesian-based prediction model for personalized medical health care. BIBM 2012: 1-4
- [c133]Yuan An, Xiaohua Hu, Il-Yeol Song: Learning to discover complex mappings from web forms to ontologies. CIKM 2012: 1253-1262
- [c132]Xin Chen, Xiaohua Hu, Zhongna Zhou, Yuan An, Tingting He, E. K. Park: Modeling semantic relations between visual attributes and object categories via dirichlet forest prior. CIKM 2012: 1263-1272
- [c131]Fang Li, Tingting He, Xinhui Tu, Xiaohua Hu: Incorporating word correlation into tag-topic model for semantic knowledge acquisition. CIKM 2012: 1622-1626
- [c130]Jianwen Wang, Xiaohua Hu, Xinhui Tu, Tingting He: Author-conference topic-connection model for academic network search. CIKM 2012: 2179-2183
- [c129]Ritu Khare, Yuan An, Jiexun Li, Il-Yeol Song, Xiaohua Hu: Exploiting semantic structure for mapping user-specified form terms to SNOMED CT concepts. IHI 2012: 285-294
- [c128]Yuan An, Ritu Khare, Il-Yeol Song, Xiaohua Hu: Data exploration and knowledge discovery in a patient wellness tracking (PWT) system at a nurse-managed health services center. IHI 2012: 661-666
- 2011
- [j57]Wei Kong, Xiaoyang Mou, Xiaohua Hu: Exploring matrix factorization techniques for significant genes identification of Alzheimer's disease microarray gene expression data. BMC Bioinformatics 12(S-5): S7 (2011)
- [j56]Xiaoshi Yin, Zhoujun Li, Jimmy Huang, Xiaohua Hu: Promoting ranking diversity for genomics search with relevance-novelty combined model. BMC Bioinformatics 12(S-5): S8 (2011)
- [j55]Tianyu Cao, Xindong Wu, Song Wang, Xiaohua Hu: Maximizing influence spread in modular social networks by optimal resource allocation. Expert Syst. Appl. 38(10): 13128-13135 (2011)
- [j54]Mingyu You, Rui-Wei Zhao, Guo-Zheng Li, Xiaohua Hu: MAPLSC: A novel multi-class classifier for medical diagnosis. IJDMB 5(4): 383-401 (2011)
- [j53]Xibei Yang, Xiaoning Song, Xiaohua Hu: Generalisation of rough set for rule induction in incomplete system. IJGCRSIS 2(1): 37-50 (2011)
- [j52]Kaushal Desai, David Brott, Xiaohua Hu, Anastasia Christianson: A Systems Biology Approach for Detecting Toxicity-Related Hotspots inside protein Interaction Networks. J. Bioinformatics and Computational Biology 9(5): 647-662 (2011)
- [j51]Baoqing Jiang, Xiaohua Hu, Qing Wei, Jingjing Song, Chong Han, Meng Liang: Weak Ratio Rules: A Generalized Boolean Association Rules. IJDWM 7(3): 50-87 (2011)
- [j50]Yanpeng Li, Xiaohua Hu, Hongfei Lin, Zhiahi Yang: A Framework for Semisupervised Feature Generation and Its Applications in Biomedical Literature Mining. IEEE/ACM Trans. Comput. Biology Bioinform. 8(2): 294-307 (2011)
- [j49]Caimei Lu, Xiaohua Hu, Jung-ran Park: Exploiting the Social Tagging Network for Web Clustering. IEEE Transactions on Systems, Man, and Cybernetics, Part A 41(5): 840-852 (2011)
- [p6]Min Song, Xiaohua Hu, Illhoi Yoo, Eric Koppel: A Dynamic and Semantically-Aware Technique for Document Clustering in Biomedical Literature. Integrations of Data Warehousing, Data Mining and Database Technologies 2011: 307-319
- [c127]Xin Chen, Tingting He, Xiaohua Hu, Yuan An, Xindong Wu: Inferring Functional Groups from Microbial Gene Catalogue with Probabilistic Topic Models. BIBM 2011: 3-9
- [c126]Junwan Liu, Xiaohua Hu, Zhoujun Li, Junwan Liu, Yiming Chen: Multiobjective optizition shuffled frog-leaping biclustering. BIBM Workshops 2011: 151-156
- [c125]Yan Chen, Xiaoshi Yin, Zhoujun Li, Xiaohua Hu, Jimmy Xiangji Huang: Promoting Ranking Diversity for Biomedical Information Retrieval Based on LDA. BIBM 2011: 456-461
- [c124]Qinmin Hu, Jimmy Xiangji Huang, Xiaohua Hu: A Term Association Approach for Genomics Information Retrieval. BIBM 2011: 532-537
- [c123]Kaushal Desai, David Brott, Xiaohua Hu, Anastasia Christianson: Mining Protein Interactions and Gene Expression Data to Gain Insights into Drug-induced Toxicity Mechanisms. BIBM 2011: 652-657
- [c122]Xin Chen, Xiaohua Hu, Yuan An, Zunyan Xiong, Tingting He, E. K. Park: Perspective hierarchical dirichlet process for user-tagged image modeling. CIKM 2011: 1341-1346
- [c121]Yuan An, Ritu Khare, Il-Yeol Song, Xiaohua Hu: Automatically Mapping and Integrating Multiple Data Entry Forms into a Database. ER 2011: 261-274
- [c120]Ying Zhang, Caijuan Li, Xiaohua Hu: Content prediction of Chlorophyll-a in seawater based on Fuzzy BP method. FSKD 2011: 611-615
- [c119]
- [c118]
- [c117]Junwan Liu, Zhoujun Li, Xiaohua Hu, Yiming Chen: Online MOACO biclustering of microarray data. GrC 2011: 427-432
- [c116]Anton Slutsky, Yuan An, Xiaohua Tony Hu, Igor Burstyn: Automatic approaches to clustering occupational description data for prediction of probability of workplace exposure to beryllium. GrC 2011: 596-601
- [c115]Kaushal Desai, David Brott, Xiaohua Hu, Anastasia Christianson: A Systems Biology Approach for Detecting Toxicity-Related Hotspots inside Protein Interaction Networks. HISB 2011: 53-60
- [c114]Caimei Lu, Xiaohua Hu, Jung-ran Park, Jia Huang: Post-based collaborative filtering for personalized tag recommendation. iConference 2011: 561-568
- [c113]Tianyu Cao, Xindong Wu, Xiaohua Tony Hu, Song Wang: Active Learning of Model Parameters for Influence Maximization. ECML/PKDD (1) 2011: 280-295
- [e12]Fang-Xiang Wu, Mohammed Javeed Zaki, Shinichi Morishita, Yi Pan, Stephen Wong, Anastasia Christianson, Xiaohua Hu (Eds.): IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2011, Atlanta, GA, USA, 12-15 November, 2011. IEEE 2011, ISBN 978-1-4577-1799-4
- [e11]Haixun Wang, Shijun Li, Satoshi Oyama, Xiaohua Hu, Tieyun Qian (Eds.): Web-Age Information Management - 12th International Conference, WAIM 2011, Wuhan, China, September 14-16, 2011. Proceedings. Lecture Notes in Computer Science 6897, Springer 2011, ISBN 978-3-642-23534-4
- 2010
- [j48]Yanpeng Li, Xiaohua Hu, Hongfei Lin, Zhihao Yang: Learning an enriched representation from unlabeled data for protein-protein interaction extraction. BMC Bioinformatics 11(S-2): 7 (2010)
- [j47]Daniel Duanqing Wu, Xiaohua Hu, E. K. Park, Xiaofeng Wang, Jiali Feng, Xindong Wu: Exploratory analysis of protein translation regulatory networks using hierarchical random graphs. BMC Bioinformatics 11(S-3): 2 (2010)
- [j46]Junwan Liu, Zhoujun Li, Xiaohua Hu, Yiming Chen: MOACO Biclustering of gene expression data. I. J. Functional Informatics and Personalised Medicine 3(1): 58-72 (2010)
- [j45]Xiaohua Hu, Xiaodan Zhang, Illhoi Yoo, Xiaofeng Wang, Jiali Feng: Mining hidden connections among biomedical concepts from disjoint biomedical literature sets through semantic-based association rule. Int. J. Intell. Syst. 25(2): 207-223 (2010)
- [j44]Yuan An, Xiaohua Hu, Il-Yeol Song: Maintaining Mappings between Conceptual Models and Relational Schemas. J. Database Manag. 21(3): 36-68 (2010)
- [j43]Caimei Lu, Jung-ran Park, Xiaohua Hu: User tags versus expert-assigned subject terms: A comparison of LibraryThing tags and Library of Congress Subject Headings. J. Information Science 36(6): 763-779 (2010)
- [j42]Ming Xu, Shuigeng Zhou, Jihong Guan, Xiaohua Hu: A path-traceable query routing mechanism for search in unstructured peer-to-peer networks. J. Network and Computer Applications 33(2): 115-127 (2010)
- [p5]Xiaodan Zhang, Liping Jing, Xiaohua Hu, Michael K. Ng, Jiali Xia, Xiaohua Zhou: Medical Document Clustering Using Ontology-Based Term Similarity Measures. Strategic Advancements in Utilizing Data Mining and Warehousing Technologies 2010: 121-132
- [p4]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. Strategic Advancements in Utilizing Data Mining and Warehousing Technologies 2010: 133-150
- [c112]Yiming Chen, Zhoujun Li, Xiaohua Hu, Junwan Liu: Hierarchical Classification with Dynamic-Threshold SVM Ensemble for Gene Function Prediction. ADMA (2) 2010: 336-347
- [c111]Xin Chen, Xiaohua Hu, Xiajiong Shen, Gail Rosen: Probabilistic topic modeling for genomic data interpretation. BIBM 2010: 149-152
- [c110]Wei Kong, Xiaoyang Mou, Xiaohua Hu: Exploring matrix factorization techniques for significant genes identification of microarray dataset. BIBM 2010: 401-405
- [c109]Xiaoshi Yin, Zhoujun Li, Jimmy Xiangji Huang, Xiaohua Hu: A relevance-novelty combined model for genomics search result diversification. BIBM 2010: 692-695
- [c108]Xin Chen, Xiaohua Hu, Zhongna Zhou, Caimei Lu, Gail Rosen, Tingting He, E. K. Park: A probabilistic topic-connection model for automatic image annotation. CIKM 2010: 899-908
- [c107]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
- [c106]Ritu Khare, Yuan An, Il-Yeol Song, Xiaohua Hu: Can clinicians create high-quality databases: a study on a flexible electronic health record (fEHR) system. IHI 2010: 8-17
- [c105]Caimei Lu, Xiaohua Hu, Xin Chen, Jung-ran Park, Tingting He, Zhoujun Li: The topic-perspective model for social tagging systems. KDD 2010: 683-692
- [c104]Palakorn Achananuparp, Xiaohua Hu, Tingting He, Christopher C. Yang, Yuan An, Lifan Guo: Answer Diversification for Complex Question Answering on the Web. PAKDD (1) 2010: 375-382
- [c103]Tianyu Cao, Xindong Wu, Song Wang, Xiaohua Hu: OASNET: an optimal allocation approach to influence maximization in modular social networks. SAC 2010: 1088-1094
- [c102]Palakorn Achananuparp, Xiaohua Hu, Lifan Guo, Tingting He, Yuan An, Zhoujun Li: Improving Diversity of Focused Summaries through the Negative Endorsements of Redundant Facts. Web Intelligence 2010: 342-349
- [e10]Taesung Park, Stephen Kwok-Wing Tsui, Luonan Chen, Michael K. Ng, Limsoon Wong, Xiaohua Hu (Eds.): 2010 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2010, Hong Kong, China, 18 - 21 December 2010, Proceedings. IEEE Computer Society 2010
- [e9]Xiaohua Hu, Tsau Young Lin, Vijay V. Raghavan, Jerzy W. Grzymala-Busse, Qing Liu, Andrei Z. Broder (Eds.): 2010 IEEE International Conference on Granular Computing, GrC 2010, San Jose, California, USA, 14-16 August 2010. IEEE Computer Society 2010, ISBN 978-0-7695-4161-7
2000 – 2009
- 2009
- [j41]Junwan Liu, Zhoujun Li, Xiaohua Hu, Yiming Chen: Biclustering of microarray data with MOSPO based on crowding distance. BMC Bioinformatics 10(S-4) (2009)
- [j40]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)
- [j39]Min Song, Xiaohua Hu, Illhoi Yoo, Eric Koppel: A Dynamic and Semantically-Aware Technique for Document Clustering in Biomedical Literature. IJDWM 5(4): 44-57 (2009)
- [j38]Minghui Wang, Xiaohua Hu, Gang Li, Lindsey J. Leach, Elena Potokina, Arnis Druka, Robbie Waugh, Michael J. Kearsey, Zewei Luo: Robust Detection and Genotyping of Single Feature Polymorphisms from Gene Expression Data. PLoS Computational Biology 5(3) (2009)
- [j37]Xiaohua Hu, Michael K. Ng, Fang-Xiang Wu, Bahrad A. Sokhansanj: Mining, Modeling, and Evaluation of Subnetworks From Large Biomolecular Networks and Its Comparison Study. IEEE Transactions on Information Technology in Biomedicine 13(2): 184-194 (2009)
- [j36]Xiaohua Hu, E. K. Park, Xiaodan Zhang: Microarray Gene Cluster Identification and Annotation Through Cluster Ensemble and EM-Based Informative Textual Summarization. IEEE Transactions on Information Technology in Biomedicine 13(5): 832-840 (2009)
- [c101]Daniel Duanqing Wu, Xiaohua Hu, Tingting He: Exploratory Analysis of Protein Translation Regulatory Networks Using Hierarchical Random Graphs. BIBM 2009: 118-123
- [c100]Junwan Liu, Zhoujun Li, Xiaohua Hu, Yiming Chen: Microarray Biclustering with Crowding Based MOACO. BIBM 2009: 170-173
- [c99]
- [c98]Yiming Chen, Zhoujun Li, Xiaohua Hu, Hongxiang Diao, Junwan Liu: Predicting gene function with positive and unlabeled examples. GrC 2009: 89-94
- [c97]Junwan Liu, Zhoujun Li, Xiaohua Hu, Yiming Chen: Multi-objective ant colony optimization biclustering of microarray data. GrC 2009: 424-429
- [c96]Xibei Yang, Jing-Yu Yang, Xiaohua Hu: A new rough set model for knowledge acquisition in incomplete information system. GrC 2009: 696-701
- [c95]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
- [c94]Xiaohua Hu, Xiaodan Zhang, Caimei Lu, E. K. Park, Xiaohua Zhou: Exploiting Wikipedia as external knowledge for document clustering. KDD 2009: 389-396
- [c93]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
- [c92]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
- [p3]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
- [e8]David Wai-Lok Cheung, Il-Yeol Song, Wesley W. Chu, Xiaohua Hu, Jimmy J. Lin (Eds.): Proceedings of the 18th ACM Conference on Information and Knowledge Management, CIKM 2009, Hong Kong, China, November 2-6, 2009. ACM 2009, ISBN 978-1-60558-512-3
- 2008
- [j35]Ning Jiang, Lindsey J. Leach, Xiaohua Hu, Elena Potokina, Tianye Jia, Arnis Druka, Robbie Waugh, Michael J. Kearsey, Zewei Luo: Methods for evaluating gene expression from Affymetrix microarray datasets. BMC Bioinformatics 9 (2008)
- [j34]John Wang, Xiaohua Hu, Kimberly Hollister, Dan Zhu: A Comparison and Scenario Analysis of Leading Data Mining Software. IJKM 4(2): 17-34 (2008)
- [j33]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)
- [j32]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)
- [j31]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)
- [j30]Chen Wu, Xiaohua Hu, Jingyu Yang: On blocks and coverings based on semi-equivalence relation in pansystems methodology. Kybernetes 37(6): 739-748 (2008)
- [j29]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)
- [c91]Chengying Mao, Xiaohua Hu, Yansheng Lu: Towards a software diagnosis method based on rough set reasoning. CIT 2008: 718-723
- [c90]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
- [c89]Yuan An, Xiaohua Hu, Il-Yeol Song: Round-Trip Engineering for Maintaining Conceptual-Relational Mappings. CAiSE 2008: 296-311
- [c88]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
- [c87]Palakorn Achananuparp, Xiaohua Hu, Xiajiong Shen: The Evaluation of Sentence Similarity Measures. DaWaK 2008: 305-316
- [c86]Guangrong Li, Xiaohua Hu, Xiajiong Shen, Xin Chen, Zhoujun Li: A Novel Unsupervised Feature Selection Method for Bioinformatics Data Sets through Feature Clustering. GrC 2008: 41-47
- [c85]Baoqing Jiang, Chong Han, Xiaohua Hu: A Finite Ranked Poset and its Application in Visualization of Association Rules. GrC 2008: 322-325
- [c84]Junwan Liu, Zhoujun Li, Xiaohua Hu, Yiming Chen: Multi-objective Evolutionary Algorithm for Mining 3D Clusters in Gene-sample-time Microarray Data. GrC 2008: 442-447
- [c83]Caimei Lu, Xiaodan Zhang, Jung-ran Park, Xiaohua Hu, Tingting He: Web Clustering based on the Information of Sibling Pages. GrC 2008: 480-485
- [c82]Chen Wu, Xiaohua Hu, Enbin Wang: Combination of Granules, Rough Sets with Evidence Theory and its Application in Incomplete Data Fusion for Belief Estimation. GrC 2008: 653-658
- [c81]Palakorn Achananuparp, Xiaohua Hu, Xiaohua Zhou, Xiaodan Zhang: Utilizing Semantic, Syntactic, and Question Category Information for Automated Digital Reference Services. ICADL 2008: 203-214
- [c80]Palakorn Achananuparp, Xiaohua Zhou, Xiaohua Hu, Xiaodan Zhang: Semantic representation in text classification using topic signature mapping. IJCNN 2008: 1034-1040
- [c79]Xiaohua Zhou, Xiaodan Zhang, Xiaohua Hu: Semantic Smoothing for Bayesian Text Classification with Small Training Data. SDM 2008: 289-300
- [c78]Xiaodan Zhang, Xiaohua Hu, Xiaohua Zhou: A comparative evaluation of different link types on enhancing document clustering. SIGIR 2008: 555-562
- [p2]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
- [e7]Xue-wen Chen, Xiaohua Hu, Sun Kim (Eds.): 2008 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2008, 3-5 November 2008, Philadephia, Pennsylvania, USA. IEEE Computer Society 2008, ISBN 978-0-7695-3452-7
- 2007
- [j28]Xiaohua Hu, Fang-Xiang Wu: Mining and state-space modeling and verification of sub-networks from large-scale biomolecular networks. BMC Bioinformatics 8 (2007)
- [j27]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)
- [j26]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)
- [j25]
- [j24]
- [j23]Illhoi Yoo, Xiaohua Hu, Il-Yeol Song: Biomedical ontology improves biomedical literature clustering performance: a comparison study. IJBRA 3(3): 414-428 (2007)
- [j22]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)
- [j21]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)
- [j20]Xiaohua Zhou, Xiaohua Hu, Xiaodan Zhang: Topic Signature Language Models for Ad hoc Retrieval. IEEE Trans. Knowl. Data Eng. 19(9): 1276-1287 (2007)
- [c77]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
- [c76]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
- [c75]
- [c74]Jian Wen, Zhoujun Li, Xiaohua Hu: Ontology Based Clustering for Improving Genomic IR. CBMS 2007: 225-230
- [c73]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
- [c72]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
- [c71]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
- [c70]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
- [c69]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
- [c68]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
- [c67]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
- [c66]Xiaohua Zhou, Xiaodan Zhang, Xiaohua Hu: Semantic Smoothing of Document Models for Agglomerative Clustering. IJCAI 2007: 2928-2933
- [c65]
- [c64]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
- [e6]Takashi Washio, Zhi-Hua Zhou, Joshua Zhexue Huang, Xiaohua Hu, Jinyan Li, Chao Xie, Jieyue He, Deqing Zou, Kuan-Ching Li, Mário M. Freire (Eds.): Emerging Technologies in Knowledge Discovery and Data Mining, PAKDD 2007, International Workshops, Nanjing, China, May 22-25, 2007, Revised Selected Papers. Lecture Notes in Computer Science 4819, Springer 2007, ISBN 978-3-540-77016-9
- 2006
- [e5]Tsau Young Lin, Setsuo Ohsuga, Churn-Jung Liau, Xiaohua Hu (Eds.): Foundations and Novel Approaches in Data Mining. Studies in Computational Intelligence 9, Springer 2006, ISBN 978-3-540-28315-7
- [j19]Xiaohua Hu: GE-Miner: integration of cluster ensemble and text mining for comprehensive gene expression analysis. IJBRA 2(3): 325-338 (2006)
- [j18]Zhong Huang, Yun Li, Xiaohua Hu: Anti-parallel Coiled Coils Structure Prediction by Support Vector Machine Classification. : 1-8 (2006)
- [j17]Xiaohua Zhou, Xiaohua Hu, Guangren Li, Xia Lin, Xiaodan Zhang: Relation-Based Document Retrieval for Biomedical IR. : 112-128 (2006)
- [j16]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)
- [c63]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
- [c62]Illhoi Yoo, Xiaohua Hu: Biomedical Ontology MeSH Improves Document Clustering Qualify on MEDLINE Articles: A Comparison Study. CBMS 2006: 577-582
- [c61]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
- [c60]Xiaohua Zhou, Xiaohua Hu, Xia Lin, Hyoil Han, Xiaodan Zhang: Relation-Based Document Retrieval for Biomedical Literature Databases. DASFAA 2006: 689-701
- [c59]Illhoi Yoo, Xiaohua Hu, Il-Yeol Song: A Coherent Biomedical Literature Clustering and Summarization Approach Through Ontology-Enriched Graphical Representations. DaWaK 2006: 374-383
- [c58]Xiaohua Zhou, Xiaodan Zhang, Xiaohua Hu: Using Concept-Based Indexing to Improve Language Modeling Approach to Genomic IR. ECIR 2006: 444-455
- [c57]Xiaohua Hu: Ensembles of classifiers based on rough sets theory and set-oriented database operations. GrC 2006: 67-73
- [c56]Weizhong Zhu, Xuheng Xu, Xiaohua Hu, Il-Yeol Song, Robert B. Allen: Using UMLS-based Re-Weighting Terms as a Query Expansion Strategy. GrC 2006: 217-222
- [c55]
- [c54]Xiaodan Zhang, Xiaohua Zhou, Xiaohua Hu: Semantic Smoothing for Model-based Document Clustering. ICDM 2006: 1193-1198
- [c53]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
- [c52]Illhoi Yoo, Xiaohua Hu: A comprehensive comparison study of document clustering for a biomedical digital library MEDLINE. JCDL 2006: 220-229
- [c51]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
- [c50]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
- [c49]Xiaohua Zhou, Xiaodan Zhang, Xiaohua Hu: MaxMatcher: Biological Concept Extraction Using Approximate Dictionary Lookup. PRICAI 2006: 1145-1149
- [c48]Chen Wu, Xiaohua Hu, Jingyu Yang, Xibei Yang: Expanding Tolerance RST Models Based on Cores of Maximal Compatible Blocks. RSCTC 2006: 235-243
- [c47]Daniel Duanqing Wu, Xiaohua Hu: Mining and analyzing the topological structure of protein-protein interaction networks. SAC 2006: 185-189
- [c46]Xiaohua Hu, Xiaodan Zhang, Illhoi Yoo, Yanqing Zhang: A Semantic Approach for Mining Hidden Links from Complementary and Non-interactive Biomedical Literature. SDM 2006
- [c45]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
- [c44]Xuheng Xu, Weizhong Zhu, Xiaodan Zhang, Xiaohua Hu, Il-Yeol Song: A Comparison of Local Analysis, Global Analysis and Ontology-based Query Expansion Strategies for Bio-medical Literature Search. SMC 2006: 3441-3446
- [c43]Chen Wu, Xiaohua Hu, Lijuan Wang, Xibei Yang, Yi Pan: Knowledge Dependency Relationships in Incomplete Information System Based on Tolerance Relations. SMC 2006: 4773-4777
- [p1]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
- [e4]Corrado Priami, Xiaohua Hu, Yi Pan, Tsau Young Lin (Eds.): Transactions on Computational Systems Biology V. Lecture Notes in Computer Science 4070, Springer 2006, ISBN 3-540-36048-4
- 2005
- [e3]Tsau Young Lin, Setsuo Ohsuga, Churn-Jung Liau, Xiaohua Hu, Shusaku Tsumoto (Eds.): Foundations of Data Mining and knowledge Discovery. Studies in Computational Intelligence 6, Springer 2005, ISBN 978-3-540-26257-2
- [j15]Xiaohua Hu: A Data Mining Approach for Retailing Bank Customer Attrition Analysis. Appl. Intell. 22(1): 47-60 (2005)
- [j14]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)
- [j13]Xiaohua Hu: Mining and analysing scale-free proteinprotein interaction network. IJBRA 1(1): 81-101 (2005)
- [j12]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)
- [j11]
- [j10]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)
- [c42]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
- [c41]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
- [c40]Daniel Duanqing Wu, Xiaohua Hu: An Efficient Approach to Detect a Protein Community from a Seed. CIBCB 2005: 135-141
- [c39]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
- [c38]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
- [c37]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
- [c36]Bo Jin, Yan-Qing Zhang, Xiaohua Tony Hu: Support vector machines with evolutionary interval neural networks for granular feature transformation in making effective biomedical data classification. GrC 2005: 163-166
- [c35]Weizhong Zhu, Xia Lin, Xiaohua Hu, Bahrad A. Sokhansanj: Visualization of protein-protein interaction network for knowledge discovery. GrC 2005: 373-377
- [c34]Eric Louie, Tsau Young Em, Xiaohua Hu: Analysis of using granules to find association rules. GrC 2005: 556-560
- [c33]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
- [c32]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
- [c31]Xiaohua Hu, Illhoi Yoo, Peter Rumm, Michael Atwood: Mining Candidate Viruses as Potential Bio-terrorism Weapons from Biomedical Literature. ISI 2005: 60-71
- [c30]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
- [c29]Jianchao Han, Ricardo Sanchez, Xiaohua Hu: Feature Selection Based on Relative Attribute Dependency: An Experimental Study. RSFDGrC (1) 2005: 214-223
- [e2]Xiaohua Hu, Qing Liu, Andrzej Skowron, Tsau Young Lin, Ronald R. Yager, Bo Zhang (Eds.): 2005 IEEE International Conference on Granular Computing, Beijing, China, July 25-27, 2005. IEEE 2005, ISBN 0-7803-9017-2
- [e1]Dominik Slezak, Jingtao Yao, James F. Peters, Wojciech Ziarko, Xiaohua Hu (Eds.): Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 10th International Conference, RSFDGrC 2005, Regina, Canada, August 31 - September 3, 2005, Proceedings, Part II. Lecture Notes in Computer Science 3642, Springer 2005, ISBN 3-540-28660-8
- 2004
- [j9]Xiaohua Hu, Tsau Young Lin, Jianchao Han: A New Rough Sets Model Based on Database Systems. Fundam. Inform. 59(2-3): 135-152 (2004)
- [j8]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)
- [c28]Xiaohua Hu, Illhoi Yoo: Cluster Ensemble and Its Applications in Gene Expression Analysis. APBC 2004: 297-302
- [c27]Huiling Chen, Huan-Xiang Zhou, Xiaohua Hu, Illhoi Yoo: Classification Comparison of Prediction of Solvent Accessibility From Protein Sequences. APBC 2004: 333-338
- [c26]Xiaohua Hu: Integration of Cluster Ensemble and Text Summarization for Gene Expression Analysis. BIBE 2004: 251-258
- [c25]Xiaohua Hu, Illhoi Yoo, Il-Yeol Song, Min Song, Jianchao Han, Mark Lechner: Extracting and mining protein-protein interaction network from biomedical literature. CIBCB 2004: 244-251
- [c24]Hyoil Han, Il-Yeol Song, Xiaohua Hu, Ann Prestrud, Murray F. Brennan, Ari D. Brooks: Managing and Mining Clinical Outcomes. DASFAA 2004: 405-416
- [c23]Tsau Young Lin, Nick Cercone, Xiaohua Hu, Jianchao Han: Intelligent Query Answering Based on Neighborhood Systems and Data Mining Techniques. IDEAS 2004: 91-96
- [c22]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
- [c21]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
- [c20]Jianchao Han, Nick Cercone, Xiaohua Hu: A Weighted Freshness Metric for Maintaining Search Engine Local Repository. Web Intelligence 2004: 677-680
- 2003
- [j7]Xiaohua Hu: DB-HReduction: A data preprocessing algorithm for data mining applications. Appl. Math. Lett. 16(6): 889-895 (2003)
- [j6]Xiaohua Hu: Data-mining and Uncertain Reasoning: An Integrated Approach (Book Review). Information Visualization 2(1): 78-79 (2003)
- [j5]Jianchao Han, Xiaohua Hu, Nick Cercone: A visualization model of interactive knowledge discovery systems and its implementations. Information Visualization 2(2): 105-125 (2003)
- [c19]Xiaohua Hu, Jianchao Han, Nick Cercone: Discovering Cyber Communities from the WWW. COMPSAC 2003: 590-594
- [c18]Jianchao Han, Xiaohua Hu, Tsau Young Lin: A New Computation Model for Rough Set Theory Based on Database Systems. DaWaK 2003: 381-390
- [c17]Xiaohua Hu, Tsau Young Lin, Eric Louie: Bitmap Techniques for Optimizing Decision Support Queries and Association Rule Algorithms. IDEAS 2003: 34-43
- [c16]Jianchao Han, Xiaohua Hu, Tsau Young Lin: An Efficient Algorithm for Computing Core Attributes in Database Systems. ISMIS 2003: 663-667
- [c15]Xiaohua Hu, Tsau Young Lin, Jianchao Han: A New Rough Sets Model Based on Database Systems. RSFDGrC 2003: 114-121
- [c14]Min Song, Il-Yeol Song, Xiaohua Hu: KPSpotter: a flexible information gain-based keyphrase extraction system. WIDM 2003: 50-53
- 2002
- [j4]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)
- [c13]Xiaohua Hu: Comparison of Classification Methods for Customer Attrition Analysis. Rough Sets and Current Trends in Computing 2002: 487-492
- 2001
- [j3]Xiaohua Hu, Nick Cercone: Discovering Maximal Generalized Decision Rules Through Horixontal and Vertical Data Reduction. Computational Intelligence 17(3): 684-702 (2001)
- [c12]Xiaohua Hu: Using Rough Sets Theory and Database Operations to Construct a Good Ensemble of Classifiers for Data Mining Applications. ICDM 2001: 233-240
- 2000
- [c11]Yang Xiang, Xiaohua Hu, Nick Cercone, Howard J. Hamilton: Learning Pseudo-independent Models: Analytical and Experimental Results. Canadian Conference on AI 2000: 227-239
- [c10]Jianchao Han, Xiaohua Hu, Nick Cercone: Supervised Learning: A Generalized Rough Set Approach. Rough Sets and Current Trends in Computing 2000: 322-329
1990 – 1999
- 1999
- [j2]Xiaohua Hu, Nick Cercone: Data Mining via Discretization, Generalization and Rough Set Feature Selection. Knowl. Inf. Syst. 1(1): 33-60 (1999)
- 1997
- [c9]Xiaohua Hu, Nick Cercone: Learning Maximal Generalized Decision Rules via Discretization, Generalization, and Rough Set Feature Selection. ICTAI 1997: 548-
- 1996
- [c8]Xiaohua Hu, Nick Cercone: Mining Knowledge Rules from Databases: A Rough Set Approach. ICDE 1996: 96-105
- [c7]Wojciech Ziarko, Nick Cercone, Xiaohua Hu: Rule Discovery from Databases with Decision Matrices. ISMIS 1996: 653-662
- 1995
- [j1]Xiaohua Hu, Nick Cercone: Learning in Relational Databases: A Rough Set Approach. Computational Intelligence 11: 323-338 (1995)
- [c6]Ning Shan, Xiaohua Hu: A Decision Matrix Approach for Constructing Multiple Knowledge Bases System. IEA/AIE 1995: 517-524
- [c5]
- 1994
- [c4]Xiaohua Hu, Nick Cercone: Discovery of Decision Rules in Relational Databases: A Rough Set Approach. CIKM 1994: 392-400
- [c3]Xiaohua Hu, Ning Shan, Nick Cercone, Wojciech Ziarko: DBROUGH: A Rough Set Based Knowledge Discovery System. ISMIS 1994: 386-395
- [c2]Xiaohua Hu, Nick Cercone, Jinshi Xie: Learning Data Trend Regularities From Databases in a Dynamic Environment. KDD Workshop 1994: 323-334
- 1993
- [c1]Xiaohua Hu, Nick Cercone, Jiawei Han: An Attribute-Oriented Rough Set Approach for Knowledge Discovery in Databases. RSKD 1993: 90-99
Coauthor Index
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last updated on 2013-04-06 19:39 CEST by the dblp team