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 | 2012 | |
|---|---|---|
| j32 |      | Ryszard S. Michalski, Janusz Wojtusiak: Reasoning with unknown, not-applicable and irrelevant meta-values in concept learning and pattern discovery. J. Intell. Inf. Syst. 39(1): 141-166 (2012) |
| 2009 | ||
| j31 | | Janusz Wojtusiak, Ryszard S. Michalski, Thipkesone Simanivanh, Ancha V. Baranova: Towards application of rule learning to the meta-analysis of clinical data: An example of the metabolic syndrome. I. J. Medical Informatics 78(12): 104-111 (2009) |
| 2007 | ||
| c46 | | Janusz Wojtusiak, Ryszard S. Michalski, Thipkesone Simanivanh, Anna V. Baranova: The Natural Induction System AQ21 and its Application to Data Describing Patients with Metabolic Syndrome: Initial Results. ICMLA 2007: 518-523 |
| c45 | | |
| 2006 | ||
| j30 | | Ryszard S. Michalski, Kenneth A. Kaufman: Intelligent evolutionary design: A new approach to optimizing complex engineering systems and its application to designing heat exchangers. Int. J. Intell. Syst. 21(12): 1217-1248 (2006) |
| c44 | | Janusz Wojtusiak, Ryszard S. Michalski: The LEM3 implementation of learnable evolution model and its testing on complex function optimization problems. GECCO 2006: 1281-1288 |
| c43 | | Ryszard S. Michalski, Janusz Wojtusiak, Kenneth A. Kaufman: Intelligent Optimization via Learnable Evolution Model. ICTAI 2006: 332-335 |
| c42 | | Janusz Wojtusiak, Ryszard S. Michalski, Kenneth A. Kaufman, Jaroslaw Pietrzykowski: The AQ21 Natural Induction Program for Pattern Discovery: Initial Version and its Novel Features. ICTAI 2006: 523-526 |
| c41 | | Kenneth A. Kaufman, Ryszard S. Michalski, Jaroslaw Pietrzykowski, Janusz Wojtusiak: An Integrated Multi-task Inductive Database VINLEN: Initial Implementation and Early Results. KDID 2006: 116-133 |
| 2005 | ||
| c40 |  | Bartlomiej Sniezynski, Robert Szymacha, Ryszard S. Michalski: Knowledge Visualization Using Optimized General Logic Diagrams. Intelligent Information Systems 2005: 137-146 |
| c39 | | Tomasz Szydlo, Bartlomiej Sniezynski, Ryszard S. Michalski: A Rules-to-Trees Conversion in the Inductive Database System VINLEN. Intelligent Information Systems 2005: 496-500 |
| 2004 | ||
| j29 | | Marcus A. Maloof, Ryszard S. Michalski: Incremental learning with partial instance memory. Artif. Intell. 154(1-2): 95-126 (2004) |
| 2003 | ||
| j28 | | |
| c38 | | Kenneth A. Kaufman, Ryszard S. Michalski: The Development of the Inductive Database System VINLEN: A Review of Current Research. IIS 2003: 267-276 |
| 2002 | ||
| c37 | | Guido Cervone, Kenneth A. Kaufman, Ryszard S. Michalski: Recent Results from the Experimental Evaluation of the Learnable Evolution Model. GECCO Late Breaking Papers 2002: 47-62 |
| c36 | | Guido Cervone, Ryszard S. Michalski: Modeling User Behavior by Integrating AQ Learning with a Database: Initial Results. Intelligent Information Systems 2002: 43-56 |
| c35 | | Marcus A. Maloof, Ryszard S. Michalski: Incremental Learning with Partial Instance Memory. ISMIS 2002: 16-27 |
| 2001 | ||
| c34 | | Ryszard S. Michalski, Kenneth A. Kaufman: Learning Patterns in Noisy Data: The AQ Approach. Machine Learning and Its Applications 2001: 22-38 |
| c33 | | Guido Cervone, Liviu Panait, Ryszard S. Michalski: The Development of the AQ20 Learning System and Initial Experiments. Intelligent Information Systems 2001: 13-29 |
| c32 | | Jerzy Clowinski, Ryszard S. Michalski: Discovering Multi-head Attributional Rules in Large Databases. Intelligent Information Systems 2001: 31-41 |
| 2000 | ||
| j27 | | Ryszard S. Michalski, Kenneth A. Kaufman: Building Knowledge Scouts Using KGL Metalanguage. Fundam. Inform. 41(4): 433-447 (2000) |
| j26 | | Kenneth A. Kaufman, Ryszard S. Michalski: An Adjustable Description Quality Measure for Pattern Discovery Using the AQ Methodology. J. Intell. Inf. Syst. 14(2-3): 199-216 (2000) |
| j25 | | Floriana Esposito, Ryszard S. Michalski, Lorenza Saitta: Guest Editors' Introduction. Machine Learning 38(1-2): 5-7 (2000) |
| j24 | | Ryszard S. Michalski: Learnable Evolution Model: Evolutionary Processes Guided by Machine Learning. Machine Learning 38(1-2): 9-40 (2000) |
| j23 | | Marcus A. Maloof, Ryszard S. Michalski: Selecting Examples for Partial Memory Learning. Machine Learning 41(1): 27-52 (2000) |
| c31 | | Kenneth A. Kaufman, Ryszard S. Michalski: Applying Learnable Evolution Model to Heat Exchanger Design. AAAI/IAAI 2000: 1014-1019 |
| c30 | | Kenneth A. Kaufman, Ryszard S. Michalski: A Knowledge Scout for Discovering Medical Patterns: Methodology and System SCAMP. FQAS 2000: 485-496 |
| c29 | | Ryszard S. Michalski, Guido Cervone, Kenneth A. Kaufman: Speeding Up Evolution through Learning: LEM. Intelligent Information Systems 2000: 243-256 |
| c28 | | Ryszard S. Michalski: Learning and Evolution: An Introduction to Non-darwinian Evolutionary Computation. ISMIS 2000: 21-30 |
| c27 | | |
| 1999 | ||
| j22 | | Ryszard S. Michalski, R. L. Chilausky: Knowledge acquisition by encoding expert rules versus computer induction from examples: a case study involving soybean pathology. Int. J. Hum.-Comput. Stud. 51(2): 239-263 (1999) |
| c26 | | Mark Coletti, Thomas D. Lash, Ryszard S. Michalski, Craig Mandsager, Rida E. Moustafa: Comparing Performance of the Learnable Evolution Model and Genetic Algorithms. GECCO 1999: 779 |
| c25 | | Kenneth A. Kaufman, Ryszard S. Michalski: Learning from Inconsistent and Noisy Data: The AQ18 Approach. ISMIS 1999: 411-419 |
| 1998 | ||
| j21 | | Eric Bloedorn, Ryszard S. Michalski: Data-Driven Constructive Induction. IEEE Intelligent Systems 13(2): 30-37 (1998) |
| c24 | | Qi Zhang, Zoran Duric, Ryszard S. Michalski: Detecting Targets in SAR Images: A Machine Learning Approach. ACCV (1) 1998: 305-312 |
| 1997 | ||
| j20 | | Ryszard S. Michalski: Seeking Knowledge in the Deluge of Facts. Fundam. Inform. 30(3/4): 283-297 (1997) |
| j19 | | Ryszard S. Michalski, Ibrahim F. Imam: On Learning Decision Structures. Fundam. Inform. 31(1): 49-64 (1997) |
| j18 | | Ryszard S. Michalski, Janusz Wnek: Guest Editors' Introduction. Machine Learning 27(3): 205-208 (1997) |
| 1996 | ||
| c23 | | Eric Bloedorn, Ryszard S. Michalski: The AQ17-DCI System for Data-Driven Constructive Induction and its Application to the Analysis of World Economics. ISMIS 1996: 108-117 |
| c22 | | Ibrahim F. Imam, Ryszard S. Michalski: Learning for Decision Making: the FRD Approach and a Comparative Study. ISMIS 1996: 428-437 |
| c21 | | Kenneth A. Kaufman, Ryszard S. Michalski: A Method for Reasoning with Structured and Continuous Attributes in the INLEN-2 Multistrategy Knowledge Discovery System. KDD 1996: 232-237 |
| 1995 | ||
| j17 | | Jianping Zhang, Ryszard S. Michalski: An Integration of Rule Induction and Exemplar-Based Learning for Graded Concepts. Machine Learning 21(3): 235-267 (1995) |
| c20 | | |
| 1994 | ||
| j16 | | Janusz Wnek, Ryszard S. Michalski: Hypothesis-Driven Constructive Induction in AQ17-HCI: A Method and Experiments. Machine Learning 14(1): 139-168 (1994) |
| c19 | | Ryszard S. Michalski, Ibrahim F. Imam: Learning Problem-Oriented Decision Structures from Decision Rule: The AQDT-2 System. ISMIS 1994: 416-426 |
| c18 | | Ibrahim F. Imam, Ryszard S. Michalski: From Facts to Rules to Decisions: An Overview of the FRD-1 System. KDD Workshop 1994: 229-236 |
| 1993 | ||
| j15 | | Michael R. Hieb, Ryszard S. Michalski: Multitype Inference in Multistratgey Task - Adaptive Learning: Dynamic Interlaced Hierachies. Informatica (Slovenia) 17(4) (1993) |
| j14 | | Ibrahim F. Imam, Ryszard S. Michalski: Learning Decision Trees from Decision Rules: A Method and Initial Results from a Comparative Study. J. Intell. Inf. Syst. 2(3): 279-304 (1993) |
| j13 | | Ryszard S. Michalski: Inferential Theory of Learning as a Conceptual Basis for Multistrategy Learning. Machine Learning 11: 111-151 (1993) |
| c17 | | Ibrahim F. Imam, Ryszard S. Michalski: Should Decision Trees be Learned from Examples of from Decision Rules? ISMIS 1993: 395-404 |
| 1992 | ||
| j12 | | Ryszard S. Michalski, Larry Kerschberg, Kenneth A. Kaufman, James S. Ribeiro: Mining for Knowledge in Databases: The INLEN Architecture, Initial Implementation and First Results. J. Intell. Inf. Syst. 1(1): 85-113 (1992) |
| c16 | | Jerzy W. Bala, Ryszard S. Michalski, Janusz Wnek: The Principal Axes Method for Constructive Induction. ML 1992: 20-29 |
| 1991 | ||
| p1 | | Kenneth A. Kaufman, Ryszard S. Michalski, Larry Kerschberg: Mining for Knowledge in Databases: Goals and General Description of the INLEN System. Knowledge Discovery in Databases 1991: 449-464 |
| c15 | | Gheorghe Tecuci, Ryszard S. Michalski: A Method for Multistrategy Task-Adaptive Learning Based on Plausible Justifications. ML 1991: 549-553 |
| c14 | | Kenneth A. Kaufman, Ryszard S. Michalski, Larry Kerschberg: Knowledge Extraction from Databases: Design Princiles of the INLEN System. ISMIS 1991: 152-161 |
| c13 | | Gheorghe Tecuci, Ryszard S. Michalski: Input Understanding as a Basis for Multistrategy Task-Adaptive Learning. ISMIS 1991: 419-428 |
| 1990 | ||
| c12 | | |
| 1989 | ||
| j11 | | Allan M. Collins, Ryszard S. Michalski: The Logic of Plausible Reasoning: A Core Theory. Cognitive Science 13(1): 1-49 (1989) |
| c11 | | Jianping Zhang, Ryszard S. Michalski: A Description of Preference Criterion in Constructive Learning: A Discussion of Basis Issues. ML 1989: 17-19 |
| 1988 | ||
| c10 | | Francesco Bergadano, Stan Matwin, Ryszard S. Michalski, Jianping Zhang: Measuring Quality of Concept Descriptions. EWSL 1988: 1-14 |
| c9 | | Francesco Bergadano, Stan Matwin, Ryszard S. Michalski, Jianping Zhang: Representing and Acquiring Imprecise and Context-dependent Concepts in Knowledge-Based Systems. ISMIS 1988: 270-280 |
| 1987 | ||
| j10 | | Douglas L. Medin, William D. Wattenmaker, Ryszard S. Michalski: Constraints and Preferences in Inductive Learning: An Experimental Study of Human and Machine Performance. Cognitive Science 11(3): 299-339 (1987) |
| 1986 | ||
| j9 | | Robert E. Stepp, Ryszard S. Michalski: Conceptual Clustering of Structured Objects: A Goal-Oriented Approach. Artif. Intell. 28(1): 43-69 (1986) |
| j8 | | Ryszard S. Michalski, Patrick H. Winston: Variable Precision Logic. Artif. Intell. 29(2): 121-146 (1986) |
| j7 | | Pat Langley, Ryszard S. Michalski: Machine Learning and Discovery. Machine Learning 1(4): 363-366 (1986) |
| j6 | | Brian Falkenhainer, Ryszard S. Michalski: Integrating Quantitative and Qualitative Discovery: The ABACUS System. Machine Learning 1(4): 367-401 (1986) |
| c8 | | Ryszard S. Michalski, Igor Mozetic, Jiarong Hong, Nada Lavrac: The Multi-Purpose Incremental Learning System AQ15 and Its Testing Application to Three Medical Domains. AAAI 1986: 1041-1047 |
| 1985 | ||
| j5 | | Thomas G. Dietterich, Ryszard S. Michalski: Discovering Patterns in Sequences of Events. Artif. Intell. 25(2): 187-232 (1985) |
| 1983 | ||
| j4 | | Ryszard S. Michalski: A Theory and Methodology of Inductive Learning. Artif. Intell. 20(2): 111-161 (1983) |
| j3 | | Jaime G. Carbonell, Ryszard S. Michalski, Tom M. Mitchell: Machine Learning: A Historical and Methodological Analysis. AI Magazine 4(3): 69-79 (1983) |
| j2 | | Ryszard S. Michalski, Robert E. Stepp: Automated Construction of Classifications: Conceptual Clustering Versus Numerical Taxonomy. IEEE Trans. Pattern Anal. Mach. Intell. 5(4): 396-410 (1983) |
| c7 | | Ryszard S. Michalski, Arthur B. Baskin: Integrating Multiple Knowledge Representations and Learning Capabilities in an Expert System: The ADVISE System. IJCAI 1983: 256-258 |
| 1982 | ||
| c6 | | Ryszard S. Michalski, J. H. Davis, V. S. Bisht, J. B. Sinclair: PLANT/ds: An Expert Consulting System for the Diagnosis of Soybean Diseases. ECAI 1982: 133-138 |
| 1981 | ||
| j1 | | Thomas G. Dietterich, Ryszard S. Michalski: Inductive Learning of Structural Descriptions: Evaluation Criteria and Comparative Review of Selected Methods. Artif. Intell. 16(3): 257-294 (1981) |
| c5 | | Ryszard S. Michalski, Robert E. Stepp: An Application of AI Techniques to Structuring Objects into an Optimal Conceptual Hierarchy. IJCAI 1981: 460-465 |
| 1979 | ||
| c4 | | Thomas G. Dietterich, Ryszard S. Michalski: Learning and Generalization of Characteristic Descriptions: Evaluation Criteria and Comparative Review of Selected Methods. IJCAI 1979: 223-231 |
| 1977 | ||
| c3 | | Ryszard S. Michalski: A System of Programs for Computer-Aided Induction: A Summary. IJCAI 1977: 319-320 |
| 1973 | ||
| c2 | | Ryszard S. Michalski: Discovering Classification Rules Using variable-Valued Logic System VL_1. IJCAI 1973: 162-172 |
| 1971 | ||
| c1 | | Ryszard S. Michalski, Zenon Kulpa: A System of Programs for the Synthesis of Switching Circuits Using the Method of Disjoint Stars. IFIP Congress (1) 1971: 61-65 |
Colors in the list of coauthors
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