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David A. Bell

Papers on DiSC'06


On combining classifier mass functions for text categorization

Publications


Note: Links lead to the DBLP on the Web.

David A. Bell

Gongde Guo , Hui Wang , David A. Bell, Yaxin Bi , Kieran Greer : Using k NN model for automatic text categorization. Soft Comput. 10 (5): 423-430 (2006)

Jun Hong , Weiru Liu , David A. Bell, Qingyuan Bai : Answering Queries Using Views in the Presence of Functional Dependencies. BNCOD 2005 : 70-81

Guilin Qi , Weiru Liu , David A. Bell: Multiple Semi-revision in Possibilistic Logic. ECSQARU 2005 : 465-476

Guilin Qi , Weiru Liu , David A. Bell: Combining Multiple Knowledge Bases by Negotiation: A Possibilistic Approach. ECSQARU 2005 : 501-513

Guilin Qi , Weiru Liu , David A. Bell: Measuring conflict and agreement between two prioritized belief bases. IJCAI 2005 : 552-557

David A. Bell, J. W. Guan , Yaxin Bi : On Combining Classifier Mass Functions for Text Categorization. IEEE Trans. Knowl. Data Eng. 17 (10): 1307-1319 (2005)

Qingxiang Wu , David A. Bell, T. Martin McGinnity : Multiknowledge for decision making. Knowl. Inf. Syst. 7 (2): 246-266 (2005)

Gongde Guo , Hui Wang , David A. Bell, Yaxin Bi , Kieran Greer : An kNN Model-Based Approach and Its Application in Text Categorization. CICLing 2004 : 559-570

Yaxin Bi , David A. Bell, Hui Wang , Gongde Guo , Werner Dubitzky : Classification Decision Combination for Text Categorization: An Experimental Study. DEXA 2004 : 222-231

Gongde Guo , Hui Wang , David A. Bell, Zhining Liao : Contextual Probability-Based Classification. ER 2004 : 313-326

Gongde Guo , Hui Wang , David A. Bell, Zhining Liao : Financial Time Series Analysis and Prediction. IC-AI 2004 : 1013-1022

Yaxin Bi , David A. Bell, Jiwen Guan : Combining Evidence from Classifiers in Text Categorization. KES 2004 : 521-528

Yaxin Bi , David A. Bell, Hui Wang , Gongde Guo , Kieran Greer : Combining Multiple Classifiers Using Dempster's Rule of Combination for Text Categorization. MDAI 2004 : 127-138

J. W. Guan , David A. Bell, Dayou Liu : Discovering Maximal Frequent Patterns in Sequence Groups. Rough Sets and Current Trends in Computing 2004 : 602-609

J. W. Guan , Dayou Liu , David A. Bell: Discovering Motifs in DNA Sequences. Fundam. Inform. 59 (2-3): 119-134 (2004)

Zhi Jin , David A. Bell: Involving End Users in Requirements Elicitation and Goal-Oriented Analysis. Applied Informatics 2003 : 1308-1313

Yaxin Bi , David A. Bell, Joanne Lamb : Aggregate Table-Driven Querying via Navigation Ontologies in Distributed Statistical Databases. BNCOD 2003 : 58-66

Gongde Guo , Hui Wang , David A. Bell, Yaxin Bi , Kieran Greer : KNN Model-Based Approach in Classification. CoopIS/DOA/ODBASE 2003 : 986-996

Yaxin Bi , David A. Bell, Joanne Lamb , Kieran Greer : Visual Querying with Ontologies for Distributed Statistical Databases. DEXA 2003 : 651-661

J. W. Guan , David A. Bell, Dayou Liu : The Rough Set Approach to Association Rule Mining. ICDM 2003 : 529-532

Qingxiang Wu , David A. Bell: Multi-knowledge Extraction and Application. RSFDGrC 2003 : 274-278

David A. Bell, J. W. Guan : Data Mining for Motifs in DNA Sequences. RSFDGrC 2003 : 507-514

Hui Wang , David A. Bell, Ivo Düntsch : A Density Based Approach to Classification. SAC 2003 : 470-474

Yaxin Bi , David A. Bell, Joanne Lamb , Kieran Greer : Ontology-Based Access to Distributed Statistical Databases. WAIM 2003 : 389-396

Zhi Jin , David A. Bell, F. George Wilkie , D. G. Leahy : Automated Requirements Elicitation: Combining a Model-Driven Approach with Concept Reuse. International Journal of Software Engineering and Knowledge Engineering 13 (1): 53-82 (2003)

Gongde Guo , Hui Wang , David A. Bell: Asymmetric Neighbourhood Selection and Support Aggregation for Effective Classification. IBERAMIA 2002 : 21-31

David A. Bell, David H. Glass : Evaluating Evidence When Making Difficult Decisions. IC-AI 2002 : 1283-

Adele Marshall , David A. Bell, Roy Sterritt : Handling Uncertainty in a Medical Study of Dietary Intake During Pregnancy. Soft-Ware 2002 : 206-216

Gongde Guo , Hui Wang , David A. Bell: Data Reduction and Noise Filtering for Predicting Times Series. WAIM 2002 : 421-429

Jie Cheng , Russell Greiner , Jonathan Kelly , David A. Bell, Weiru Liu : Learning Bayesian networks from data: An information-theory based approach. Artif. Intell. 137 (1-2): 43-90 (2002)

Sally I. McClean , Isambo Karali , Bryan W. Scotney , Kieran Greer , Georgios-Dimitrios Kapos , Rónán Páircéir , Jun Hong , David A. Bell, Michael Hatzopoulos : Agents for Querying Distributed Statistical Databases Over the Internet. International Journal on Artificial Intelligence Tools 11 (1): 63-94 (2002)

Hui Wang , Ivo Düntsch , David A. Bell, Dayou Liu : Classification through Maximizing Density. ICDM 2001 : 655-656

Gongde Guo , Hui Wang , David A. Bell, Qingxiang Wu : Data Reduction Based on Spatial Partitioning. International Conference on Computational Science (2) 2001 : 245-252

J. W. Guan , David A. Bell, Z. Guan : Matrix computation for information systems. Inf. Sci. 131 (1-4): 129-156 (2001)

Gongde Guo , Hui Wang , David A. Bell: Data Ranking Based on Spatial Partitioning. IDEAL 2000 : 78-84

J. W. Guan , David A. Bell: Data Mining for Monitoring Loose Parts in Nuclear Power Plants. Rough Sets and Current Trends in Computing 2000 : 314-321

David A. Bell, Hui Wang : A Formalism for Relevance and Its Application in Feature Subset Selection. Machine Learning 41 (2): 175-195 (2000)

Alex G. Büchner , John G. Hughes , David A. Bell: Contextual Data and Domain Knowledge for Incorporation in Knowledge Discovery Systems. CONTEXT 1999 : 447-450

J. W. Guan , David A. Bell: Rough Knowledge Discovery and Applications. ESCQARU 1999 : 179-189

Hui Wang , Werner Dubitzky , Ivo Düntsch , David A. Bell: A Lattice Machine Approach to Automated Casebase Design: Marrying Lazy and Eager Learning. IJCAI 1999 : 254-263

Werner Dubitzky , Alex G. Büchner , John G. Hughes , David A. Bell: Towards Concept-Oriented Databases. Data Knowl. Eng. 30 (1): 23-55 (1999)

Hui Wang , David A. Bell, Fionn Murtagh : Axiomatic Approach to Feature Subset Selection Based on Relevance. IEEE Trans. Pattern Anal. Mach. Intell. 21 (3): 271-277 (1999)

F. J. McErlean , David A. Bell, Jiwen Guan : Modification of belief in evidential causal networks. Information & Software Technology 41 (9): 597-603 (1999)

Richard C. Simpson , Simon P. Levine , David A. Bell, Lincoln A. Jaros , Yoram Koren , Johann Borenstein : NavChair: An Assistive Wheelchair Navigation System with Automatic Adaptation. Assistive Technology and Artificial Intelligence 1998 : 235-255

Weng Zu Mao , David A. Bell: Integrating Visual Ontologies and Wavelets for Image Content Retrieval. DEXA Workshop 1998 : 379-384

Weng Zu Mao , David A. Bell: Interactive Query for Image Contents by Semantic Cases and Multi-Agent. IDEAS 1998 : 51

Hui Wang , Ivo Düntsch , David A. Bell: Data Reduction Based on Hyper Relations. KDD 1998 : 349-353

Sarabjot S. Anand , W. R. David Patterson , John G. Hughes , David A. Bell: Discovering Case Knowledge Using Data Mining. PAKDD 1998 : 25-35

J. W. Guan , David A. Bell: Rough Computational Methods for Information. Artif. Intell. 105 (1-2): 77-103 (1998)

F. F. Cai , M. Elizabeth C. Hull , David A. Bell: The design and evaluation of a buffer algorithm for database machines. Concurrency - Practice and Experience 10 (15): 1291-1316 (1998)

David A. Bell, J. W. Guan : Computational Methods for Rough Classification and Discovery. JASIS 49 (5): 403-414 (1998)

Sarabjot S. Anand , A. R. Patrick , John G. Hughes , David A. Bell: A Data Mining methodology for cross-sales. Knowl.-Based Syst. 10 (7): 449-461 (1998)

Jie Cheng , David A. Bell, Weiru Liu : Learning Belief Networks from Data: An Information Theory Based Approach. CIKM 1997 : 325-331

Hui Wang , David A. Bell: A Novel Associative Network Accomodating Pattern Deformation. ICANN 1997 : 457-462

Werner Dubitzky , Alfons Schuster , John G. Hughes , David A. Bell, Kenneth Adamson : How Similar is VERY YOUNG to 43 Years of Age? On the Representation and Comparison of Polymorphic Properties. IJCAI (1) 1997 : 226-231

Alfons Schuster , Werner Dubitzky , Philippe Lopes , Kenneth Adamson , David A. Bell, John G. Hughes , John A. White : Aggregating Features and Matching Cases on Vague Linguistic Expressions. IJCAI (1) 1997 : 252-257

Richard G. Martin , Ray J. Hickey , David A. Bell: Instance Based Symbolic Pattern Association. SCAI 1997 : 240-248

Bingning Dai , David A. Bell, John G. Hughes : Query Processing in Temporal Evidential Databases. SOFSEM 1997 : 383-390

Alex G. Büchner , Werner Dubitzky , Alfons Schuster , Philippe Lopes , Peter G. O'Donoghue , John G. Hughes , David A. Bell, Kenneth Adamson , John A. White , John Anderson , Maurice D. Mulvenna : Corporate Evidential Decision Making in Performance Prediction Domains. UAI 1997 : 38-45

Werner Dubitzky , Alfons Schuster , John G. Hughes , David A. Bell: An Advanced Case-Knowledge Architecture Based on Fuzzy Objects. Appl. Intell. 7 (3): 187-204 (1997)

Sarabjot S. Anand , Bryan W. Scotney , Mee G. Tan , Sally I. McClean , David A. Bell, John G. Hughes , Ian C. Magill : Designing a Kernel for Data Mining. IEEE Expert 12 (2): 65-74 (1997)

J. W. Guan , David A. Bell: Approximate Reasoning and Evidence Theory. Inf. Sci. 96 (3&4): 207-235 (1997)

J. W. Guan , Z. Guan , David A. Bell: Bayesian Probability on Boolean Algebras and Applications to Decision Theory. Inf. Sci. 97 (3&4): 267-292 (1997)

Werner Dubitzky , John G. Hughes , David A. Bell: Case Memory and the Behaviouristic Model of Concepts and Cognition. EWCBR 1996 : 120-134

Sarabjot S. Anand , David A. Bell, John G. Hughes , C. M. Shapcott : A High-Performance Data Mining Server. HPCN Europe 1996 : 907-908

Jie Cheng , David A. Bell, Weiru Liu : A Practical Approach to Knowledge Representation and Reasoning in Relational Databases. ICTAI 1996 : 470-471

Bingning Dai , John G. Hughes , David A. Bell: A Temporal Probabilistic Object-Oriented Data Model. International Hong Kong Computer Society Database Workshop 1996 : 375-377

Bingning Dai , David A. Bell, John G. Hughes : Evidential Temporal Representations and Reasoning. PRICAI 1996 : 411-422

David A. Bell, J. W. Guan , Suk Kyoon Lee : Generalized Union and Project Operations for Pooling Uncertain and Imprecise Information. Data Knowl. Eng. 18 (2): 89-117 (1996)

Sarabjot S. Anand , David A. Bell, John G. Hughes : EDM: A General Framework for Data Mining Based on Evidence Theory. Data Knowl. Eng. 18 (3): 189-223 (1996)

Werner Dubitzky , Alfons Schuster , John G. Hughes , David A. Bell: Conceptual Distance of Numerically Specified Case Features. ANNES 1995 : 210-213

Sarabjot S. Anand , David A. Bell, John G. Hughes : The Role of Domain Knowledge in Data Mining. CIKM 1995 : 37-43

Sarabjot S. Anand , David A. Bell, John G. Hughes , C. M. Shapcott : Evidential techniques in parallel database mining. HPCN Europe 1995 : 190-195

David A. Bell: Value-Added Databases: Knowledge Discovery and Evidential Reasoning (Invited Paper). ADBIS 1994 : 2-9

Simon P. Levine , David A. Bell, Yoram Koren : NavChair: An Example of a Shared-Control System for Assistive Technologies. ICCHP 1994 : 136-143

David A. Bell, Johann Borenstein , Simon P. Levine , Yoram Koren , Lincoln A. Jaros : An Assistive Navigation System for Wheelchairs Based upon Mobile Robot Obstacle Avoidance. ICRA 1994 : 2018-2022

J. W. Guan , Z. Guan , David A. Bell: A Framework for Fault Diagnosis in Distributed Expert Systems. ICTAI 1994 : 654-660

J. W. Guan , Z. Guan , David A. Bell: Evidential Reasoning in Expert Systems: Computational Methods. IEA/AIE 1994 : 657-666

ShengLi Shi , M. Elizabeth C. Hull , David A. Bell: A New Rule for Updating Evidence. ISMIS 1994 : 95-104

Sarabjot S. Anand , David A. Bell, John G. Hughes : Database Mining in the Architecture of a Semantic Preprocessor for State Aware Query Optimization. KDD Workshop 1994 : 287-298

Sarabjot S. Anand , David A. Bell, John G. Hughes : An Empirical Performance Study of the Ingres Search Accelerator for a Large Property Management Database System. VLDB 1994 : 676-685

Rakesh Agrawal , Seán Baker , David A. Bell: 19th International Conference on Very Large Data Bases, August 24-27, 1993, Dublin, Ireland, Proceedings. Morgan Kaufmann 1993

Haihong Dai , John G. Hughes , David A. Bell: A Distributed Real-Time Knowledge-Based System and Its Implementation Using Object-Oriented Techniques. CoopIS 1993 : 23-30

J. W. Guan , David A. Bell: Improving Shafer-Logan's Algorithm for Handling Hierarchical Evidence. DEXA 1993 : 413-423

David A. Bell: Contingency Models for Architectural Design. HCI (2) 1993 : 470-475

J. W. Guan , David A. Bell: Generalization of the Dempster-Shafer Theory. IJCAI 1993 : 592-597

J. W. Guan , David A. Bell: Discounting and Combination Operations in Evidential Reasoning. UAI 1993 : 477-484

David A. Bell: From Data Properties to Evidence. IEEE Trans. Knowl. Data Eng. 5 (6): 965-969 (1993)

Zhi An , David A. Bell, John G. Hughes : REL - a logic for relative evidential support. Int. J. Approx. Reasoning 8 (3): 205-230 (1993)

Zhi An , David A. Bell, John G. Hughes : Relation-based evidential reasoning. Int. J. Approx. Reasoning 8 (3): 231-251 (1993)

Zhi An , David A. Bell, John G. Hughes : RES: A Relative Method for Evidential Reasoning. UAI 1992 : 1-8

D. H. O. Ling , David A. Bell: Modelling and Managing Time in Database Systems. Comput. J. 35 (4): 332-341 (1992)

J. Shao , David A. Bell, M. Elizabeth C. Hull : Combining Rule Decomposition and Data Partitioning in Parallel Datalog Program Processing. PDIS 1991 : 106-115

C. Zhang , David A. Bell: HECODES: A Framework for Heterogeneous Cooperative Distributed Expert Systems. Data Knowl. Eng. 6 : 251-273 (1991)

David A. Bell, J. Shao , M. Elizabeth C. Hull : A Pipelined Strategy for Processing Recursive Queries in Parallel. Data Knowl. Eng. 6 : 367-391 (1991)

J. Shao , David A. Bell, M. Elizabeth C. Hull : An Experimental Performance Study of a Pipelined Recursive Query Processing Strategy. DPDS 1990 : 30-43

David A. Bell, J. Shao , M. Elizabeth C. Hull : Integrated Deductive Database System Implementation: A Systematic Study. Comput. J. 33 (1): 40-48 (1990)

F. J. McErlean , David A. Bell, Sally I. McClean : The use of simulated annealing for clustering data in databases. Inf. Syst. 15 (2): 233-245 (1990)

David A. Bell, F. J. McErlean , P. M. Stewart , Sally I. McClean : Application of simulated annealing to clustering tuples in databases. JASIS 41 (2): 98-110 (1990)

David A. Bell, D. H. O. Ling , Sally I. McClean : Pragmatic Estimation of Join Sizes and Attribute Correlations. ICDE 1989 : 76-84

P. M. Stewart , David A. Bell, F. J. McErlean : Some Aspects of a Physical Database Design and Reorganisation Tool (PDRT). Data Knowl. Eng. 3 : 303-322 (1989)

J. Shao , David A. Bell, M. Elizabeth C. Hull : LQL: A Unified Language for Deductive Database Systems. DS-3 1988 : 329-343

David A. Bell, F. J. McErlean , P. M. Stewart , W. Arbuckle : Clustering Related Tuples in Databases. Comput. J. 31 (3): 253-257 (1988)

David A. Bell: Issues in Relational Database Performance (invited paper ISDBMS). Data Knowl. Eng. 3 (1): 49-61 (1988)

David A. Bell, Jane Grimson , D. H. O. Ling : EDDS - A System To Harmonise Access to Heterogeneous Database On Distributed Micro and Main Frames. Information & Software Technology 29 (7): 362-370 (1987)

David A. Bell, S. Misbah Deen : Hash Trees Versus B-Trees. Comput. J. 27 (3): 218-224 (1984)

David A. Bell: Difficult Data Placement Problems. Comput. J. 27 (4): 315-320 (1984)

David A. Bell, S. Misbah Deen : Key Space Compression and Hashing in PRECI. Comput. J. 25 (4): 486-492 (1982)

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