MLI Publications Test

To view the publications from a specific year, select the year from the list below:

1969 1970 1971 1972 19731974 1975 19761977 1978 19791980 1981 19821983 1984 19851986 19871988 19891990 19911992 19931994 19951996 19971998 19992000 2001

To obtain a hard copy of a publication send a request to:

MLI Publications are located in two files: MLI Pubs 69-87, containing publications for the period 1969-1987 (University of Illinois) and MLI Pubs, containing publications for the period 1988-Present (George Mason University). Below is a list of MLI Publications for the period 1969 to 1987 (MLI Pubs 69-87). To select publications for the period 1988 onward, click MLI Pubs 88-Present.
 
 

To view a list of the publications available for download on-line, click on-line publications
 
 

69-1
Michalski, R. S., "Recognition of Total or Partial Symmetry in a Completely or Incompletely Specified Switching Function," Proceedings of the IV Congress of the International Federation on Automatic Control (IFAC), Vol. 27 (Finite Automata and Switching Systems), pp. 109-129, Warsaw, June 16-21, 1969.

69-2
Michalski, R. S., "On the Quasi-Minimal Solution of the General Covering Problem," Proceedings of the V International Symposium on Information Processing (FCIP 69), Vol. A3 (Switching Circuits), pp. 125-128., Yugoslavia, Bled, October 8-11, 1969.

70-1
Michalski, R. S., "Automatic Synthesis of the Quasi-Minimal Multiple-Output Switching Circuits", Proceedings of the VI International Symposium on Information Processing (FCIP), pp. 1-7, Yugoslavia,Bled, September 23-26, 1970.

1971

71-1
Michalski, R. S., and McCormick, B. H., "Interval Generalization of Switching Theory," Proceedings of the Third Annual Houston Conference on Computer and System Science, Houston, Texas, April 26-27, 1971.

71-2
Michalski, R. S., and McCormick, B. H.,"Interval Generalization of Switching Theory," (An extended version of above paper), Report No. 442, Department of Computer Science, University of Illinois, Urbana, May 3, 1971.

71-3
Michalski, R. S.,"A Geometrical Model for the Synthesis of Interval Covers", Report No. 461, Department of Computer Science, University of Illinois, Urbana, June 24, 1971.

71-4
Michalski, R. S., and Kulpa, Z.,"A System of Programs for the Synthesis of Switching Circuits Using the Method of Disjoint Stars," Information Processing 71, North-Holland Publishing Co., pp. 61-65. 1971.

72-1
Michalski, R. S., "A Variable-Valued Logic System as Applied to Picture Description and Recognition," Chapter in the book, Graphic Languages, F. Nake and A. Rosenfeld (Editors), North-Holland Publishing Co., 1972.

73-1
Michalski, R. S.,"Discovering Classification Rules Using Variable-Valued Logic SystemVL1," Proceedings of the Third International Joint Conference on Artificial Intelligence, pp. 162-172. Stanford, CA, August 20-23, 1973.

73-2
Michalski, R. S.,"AQVAL/1--Computer Implementation of a Variable-Valued Logic System VL1 and Examples of its Application to Pattern Recognition," Proceedings of the First International Joint Conference on Pattern Recognition, Washington, DC, pp. 3-17. October 30 - November 1, 1973.

74-1
Michalski, R. S., "Variable-Valued Logic: System VL1," Proceedings of the 1974 International Symposium on Multiple-Valued Logic, pp.323-346, West Virginia University, Morgantown, West Virginia, May 29-31, 1974.

74-2
Michalski, R. S., "A Variable Decision Space Approach for Implementing a Classification System," Proceedings of the Second International Joint Conference on Pattern Recognition, pp. 71-75, Copenhagen, Denmark, August 13-15, 1974.

74-3
Michalski, R. S., "Problems of Designing an Inferential Medical Consulting System," Proceedings of the First Illinois Conference on Medical Information Systems, pp. 151-157 Urbana, October 17-18, 1974.

74-4
Baskin, A. B., "A Comparative Discussion of Variable-Valued Logic and Grammatical Inference," Report No. 663, Department of Computer Science, University of Illinois, Urbana, 1974.

74-5
Michalski, R. S., "A Logic-Based Approach to Optimal Classification into a Large Number of Classes," Internal Report, 1974.

74-6
"OMNIBUS: A Program for Quantization of Variables and Evaluation of Inductively Derived Logic Formulas," Internal Report, Department of Computer Science, University of Illinois, Urbana, August 1974.

75-1
Michalski, R. S., "Synthesis of Optimal and Quasi-Optimal Variable-Valued Logic Formulas," Proceedings of the 1975 International Symposium on Multiple-Valued Logic, pp. 76-87. Bloomington, Indiana, May 13-16, 1975.

75-2
Cuneo, R. P., "Selected Problems of Minimization of Variable-Valued Logic Formulas," Masters Thesis, Report No. 726, Department of Computer Science, University of Illinois, Urbana, May 1975.

75-3
Jensen, G. M., "SYM-1: A Program that Detects Symmetry of Variable-Valued Logic Functions," Report No. 729, Department of Computer Science, University of Illinois, Urbana, May 1975.

75-4
Michalski, R. S., "Variable-Valued Logic and Its Applications to Pattern Recognition and Machine Learning," Chapter in Computer Science and Multiple-Valued Logic Theory and Applications, D. C. Rine (Editor), North-Holland Publishing Co., pp. 506-534, 1975.

75-5
Michalski R. S., and Larson, J., "AQVAL/1 (AQ7) User's Guide and Program Description," Report No. 731, Department of Computer Science, University of Illinois, Urbana, June 1975.

75-6
Michalski, R. S., "On the Selection of Representative Samples from Large Relational Tables for Inductive Inference," Report No. M.D.C. 1.1.9, Department of Engineering, University of Illinois at Chicago Circle, Chicago, July 1975.

75-7
Jensen, G. M., "Determination of Symmetric VL1 Formulas: Algorithm and Program SYM4," M.S. Thesis, Report No. 774, Department of Computer Science, University of Illinois, Urbana, December 1975.

76-1
Michalski, R. S., "Learning by Inductive Inference," Chapter in the book, Computer Oriented Learning Processes, J. C. Simon (Editor), NATO Advanced Study Institutes Series, Series E, No. 14, 1976, pp. 321-337, 1976.

76-2
Chilausky, R., Jacobsen, B., and Michalski, R. S., "An Application of Variable-Valued Logic to Inductive Learning of Plant Disease Diagnostic Rules," Proceedings of the 1976 International Symposium on Multiple-Valued Logic, Utah State University, Logan, Utah, May 25-28, 1976.

76-3
Larson, J., "A Multi-Step Formation of Variable-Valued Logic Hypotheses," Proceedings of the 1976 International Symposium on Multiple-Valued Logic, Utah State University, Logan, Utah, May 25-28, 1976.

76-4
Forsburg, S., "AQPLUS: An Adaptive Random Search Method for Selecting a Best Set of Attributes from a Large Collection of Candidates," Internal Report, Department of Computer Science, University of Illinois, Urbana, 1976.

77-1
Michalski, R. S., and Negri, P., "An Experiment on Inductive Learning in Chess End Games," Chapter in the book, Machine Representation of Knowledge, MACHINE INTELLIGENCE 8, E. W. Elcock and D. Michie (Editors), Ellis Horwood, 1977, pp. 175-192, 1977.

77-2
Negri, P., "Inductive Learning in a Hierarchical Model for Representing Knowledge," Chapter in the book, Machine Representation of Knowledge, MACHINE INTELLIGENCE 8, E. W. Elcock and D. Michie (Editors), Ellis Horwood, 1977, pp. 193-206, 1977.

77-3
Michalski, R. S., "Toward Computer-Aided Induction: A Brief Review of Currently Implemented AQVAL Programs," Report No. 874, Department of Computer Science, University of Illinois, Urbana, May 1977.

77-4
Yalow, E.,, "YAQ: A 360 Assembler Version of the Algorithm Aq and Comparison with Other PL/1 Programs," Report No. 840, Department of Computer Science, University of Illinois, Urbana, May 1977.

77-5
Larson, J. B., "Inductive Inference in the Variable-Valued Predicate Logic SystemsVL21: Methodology and Computer Implementation," Ph.D. Thesis, Report No.869, Department of Computer Science, University of Illinois, Urbana, May 1977.

77-6
Larson, J. B., "INDUCE-1: An Interactive Inductive Inference Program in VL21 Logic System," Report No. 876, Department of Computer Science, University of Illinois, Urbana, May 1977.

77-7
Larson, J. B., and Michalski, R. S., "Inductive Inference of VL Decision Rules," Invited paper for the Workshop in Pattern-Directed Inference Systems, Hawaii, May 23-27, 1977, and published in SIGART Newsletter, ACM, No. 63, pp. 38-44, June 1977.

77-8
Michalski, R. S., "A System of Programs for Computer-Aided Induction: A Summary", Proceedings of the Fifth International Joint Conference on Artificial Intelligence, MIT, Cambridge, Massachusetts, August 22-25, pp. 319-320, 1977.

77-9
Schubert, R., "The VL Relational Data Sublanguage for an Inferential Computer Consultant," Master's Thesis, Report No. 846, Department of Computer Science, University of Illinois, Urbana, October 1977.

77-10
Bitner, J. R., "Capacity and Efficiency of Decision Functions," IEEE Transactions on Computers, Vol. C-26, No. 11, pp. 1147-1151, November 1977.

78-1
Michalski, R. S., "A Planar Geometrical Model for Representing Multi-Dimensional Discrete Spaces and Multiple-Valued Logic Functions", Report No. 897, Department of Computer Science, University of Illinois, Urbana, January 1978.

78-2
Michalski, R. S., "Designing Extended Entry Decision Tables and Optimal Decision Trees Using Decision Diagrams", Report No. 898, Department of Computer Science, University of Illinois, Urbana, March 1978.

78-3
Michalski, R. S., and Larson, J. B., "Selection of Most Representative Training Examples and Incremental Generation of VL1 Hypotheses: The Underlying Methodology and the Description of Programs ESEL and AQ11", Report No. 867, Department of Computer Science, University of Illinois, Urbana, May 1978.

78-4
Michalski, R. S., "Pattern Recognition as Knowledge-Guided Computer Induction", Report No. 927, Department of Computer Science, University of Illinois, Urbana, June 1978.

78-5
Dietterich, T. G., "Description of Inductive Program INDUCE 1.1," Internal Report, Department of Computer Science, University of Illinois, Urbana, October 1978.

78-6
Lubars, M., "A Discussion of Plausible Inferences and a Formalization of Some Inference Rules," Internal Report, Department of Computer Science, University of Illinois, Urbana, December 1978.

79-1
Chilausky, R. L., "A Prototype Computer Based Consulting System using Variable Valued Logic System VL1: Methodology and Implementation," M.S. Thesis, Department of Computer Science, University of Illinois, Urbana, January 1979.

79-2
Stepp, R., "The Uniclass Inductive Program AQ7UN1: Program Implementation and User's Guide," Report No. 949, Department of Computer Science, University of Illinois, Urbana, July 1979.

79-3
Stepp, R., "Learning Without Negative Examples via Variable-Valued Logic Characterizations: The Uniclass Inductive Program AQ7UN1," Report No. 982, Department of Computer Science, University of Illinois, Urbana, July 1979.

79-4
Michalski, R. S., "Conceptual Clustering: A Theoretical Foundation and a Method for Partitioning Data into Conjunctive Concepts," Seminaries IRIA, Classification Automatique et Perception par Ordinateur, INRIA, France, pp. 253-295, 1979.

79-5
Michalski, R. S., "Detection of Conceptual Patterns Through Inductive Inference," Seminaires IRIA, Classification Automatique et Perception par Ordinateur, INRIA, France, pp. 297-339, 1979.

79-6
Dietterich, T. G., and Michalski, R. S., "Learning and Generalization of Characteristic Descriptions: Evaluation Criteria and Comparative Review of Selected Methods," Proceedings of the Sixth International Joint Conference on Artificial Intelligence, Tokyo, August 20-23, pp. 223-231, 1979.

79-7
Layman, T. C., "A PASCAL Program to Convert Extended Entry Decision Tables Into Optimal Decision Trees," Internal Report, Department of Computer Science, University of Illinois, Urbana, October 1979.

79-8
Reiter, J., "A Program that Paraphrases Variable-Valued Logic Formulas," Internal Report, Department of Computer Science, University of Illinois, Urbana, October 1979.

79-9
Richards, P., "AQLISP: A LISP Program for Inductive Generalization of VL1 Event Sets," Internal Report, Department of Computer Science, University of Illinois, Urbana, December 1979.

80-1
Dietterich, T. G., and Michalski, R. S., "Learning and Generalization of Structural Descriptions: Evaluation Criteria and Comparative Review of Selected Methods," Report No. 1007, Department of Computer Science, University of Illinois, Urbana, February 1980.

80-2
Michalski, R.S. and Chilausky, R. L., "Learning by Being Told and Learning from Examples: An Experimental Comparison of the Two Methods of Knowledge Acquisition in the Context of Developing an Expert System for Soybean Disease Diagnosis," International Journal of Policy Analysis and Information Systems, Vol. 4, No. 2, 1980.

80-3
Dietterich, T. G., "Programmer's Guide to the Eleusis Program," Internal Report, Department of Computer Science, University of Illinois, Urbana,May 1980.

80-4
Dietterich, T. G., "The Methodology of Knowledge Layers for Inducing Descriptions of Sequentially Ordered Events," M.S. Thesis and Report No. 1024, Department of Computer Science, University of Illinois, Urbana, May 1980.

80-5
Michalski, R. S., "Pattern Recognition as Rule-Guided Inductive Inference," IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. PAMI-2, No. 4, pp. 349-361, July 1980.

80-6
Michalski, R. S. and Chilausky, R. L., "Knowledge Acquisition by Encoding Expert Rules versus Computer Induction From Examples: A Case Study Involving Soybean Pathology," International Journal for Man-Machine Studies, No. 12, pp. 63-87, 1980.

80-7
Michalski, R. S., "Inductive Learning as Rule-Guided Generalization and Conceptual Simplification of Symbolic Descriptions: Unifying principles and a methodology," Workshop on Current Developments in Machine Learning, Carnegie-Mellon University, Pittsburgh, July 16-18, 1980.

80-8
Stepp, R., "Learning from Observations: Experiments in Conceptual Clustering," Workshop on Current Developments in Machine Learning, Carnegie-Mellon University, Pittsburgh, July 16-18, 1980.

80-9
Dietterich, T. G., "Multiple-Model Induction in Eleusis," Workshop on Current Developments in Machine Learning, Carnegie-Mellon University, Pittsburgh, July 16-18, 1980.

80-10
Michalski, R. S., "Adaptation through Generalization," Invited paper at the Fifth Annual Ann Arbor Adaptive Systems Workshop, University of Michigan, Ann Arbor, Michigan, July 21-23, 1980.

80-11
Michalski, R. S., "Inductive Inference as Rule-Guided Transformation of Symbolic Descriptions," Invited paper for the International Workshop on Program Construction, Chateau de Bonas (France), September 8-12, 1980.

80-12
Michalski, R. S., "Knowledge Acquisition Through Conceptual Clustering: A Theoretical Framework and an Algorithm for Partitioning Data into Conjunctive Concepts," Journal of Policy Analysis and Information Systems, Vol. 4, No. 3, pp. 219-244, September 1980.

80-13
Boulanger, A., "A Description of the Display Module for Interactive Presentation of Visual Information on a Plasma Terminal (ORION)," Internal Report, Department of Computer Science, University of Illinois, Urbana, 1980.

80-14
Michalski, R. S., "Inductive Inference as Rule-Guided Transformation of Symbolic Descriptions," Chapter in Program Construction, Bierman (Editor), 1980.

80-15
Michalski, R. S., "Knowledge Acquisition Through Conceptual Clustering: A Theoretical Framework and an Algorithm for Partitioning Data into Conjunctive Concepts," Report No. UIUCDCS-R-80-1026, Department of Computer Science, University of Illinois, Urbana, 1980.

81-1
Michalski, R. S., "An Application of Inductive Inference to Determining Computer Architecture and Compiler Structure," Internal Report, Department of Computer Science, University of Illinois, Urbana, February 1981.

81-2
Michalski, R. S., Stepp, R., and Diday, E., "A Recent Advance in Data Analysis: Clustering Objects into Classes Characterized by Conjunctive Concepts," Invited chapter in the book Progress in Pattern Recognition, Vol. 1, L. Kanal and A. Rosenfeld (Editors), North-Holland, pp. 33-55, 1981.

81-3
Mitchell, T., Carbonell, T. J. and Michalski, R. S., (Editors), SIGART Special Issue on Machine Learning, SIGART No. 76, April 1981.

81-4
Michalski, R. S. and Stepp, R., "A Method of Organizing Data into Conceptual Hierarchies," Proceedings of the Classification Society Meeting, Toronto, May 31 - June 2, 1981.

81-5
Dietterich, T. G., and Michalski, R. S., "Inductive Learning of Structural Descriptions: Evaluation Criteria and Comparative Review of Selected Methods," Artificial Intelligence Journal, Vol. 16, No. 3, July 1981, pp. 257-294.

81-6
Collins, A. and Michalski, R. S., "Toward a Formal Theory of Human Plausible Reasoning," Proceedings of the 3rd Annual Conference of the Cognitive Science Society, Berkeley, California, August 19-21, 1981.

81-7
Michalski, R. S. and Stepp, R., "An Application of AI Techniques to Structuring Objects into an Optimal Conceptual Hierarchy," Proceedings of the 7th IJCAI, Vancouver, Canada, August 24-28, 1981.

81-8
Davis, J.,"Convart: A Program for Constructive Induction on Time Dependent Data,,"" M.S. Thesis, Department of Computer Science, University of Illinois, Urbana,September 1981.

81-9
Michalski, R. S. and Stepp, R., "Concept-based Clustering versus Numerical Taxonomy," Report No. 1073, Department of Computer Science, University of Illinois, Urbana, October 1981.

81-10
Michalski, R. S. and Chilausky, R. L., "Knowledge Acquisition by Encoding Expert Rules versus Computer Induction From Examples: A Case Study Involving Soybean Pathology," Selected for a chapter in the book, Fuzzy Reasoning and its Applications, 1981.

82-1
Stepp, R., "INDUCE 1.2, A Program for Learning Structural Descriptions from Examples (Program Listing)," Internal Report, Department of Computer Science, University of Illinois, Urbana, March 1982.

82-2
Michalski, R. S. and Stepp, R., "Conjunctive Conceptual Clustering: Further Results," Abstracts of the Classification Society and the Psychometric Society Meeting, Montreal, May 30 to June 2, 1982.

82-3
Badger, D. G., Campbell, R.., Dershowitz, N., Harandi, M. T., Laursen, A., Michalski, R. S., Michie, D., Penka, R. and Simmonds, M., "Knowledge based programming assistant, KBPA-1", UIUCDCS-F-82-894, Department of Computer Science, University of Illinois, Urbana, April 1982.

82-4
Michalski, R. S., Davis, J. H., Bisht, V. S., and Sinclair, J. B., "PLANT/DS: An Expert Consulting System for the Diagnosis of Soybean Diseases, Plant Diseases and Proceedings of the First European Conference on Artificial Intelligence, Orsay, France, July 12-14, pp. 133-138, 1982.

82-5
Baim, P., "The PROMISE Method For Selecting Most Relevant Attributes For Inductive Learning Systems," Reports of the Intelligent Systems Group, ISG 82-1, UIUCDCS-F-82-898, Department of Computer Science, University of Illinois, Urbana, September 1982.

82-6
O'Rorke, P., "A Comparative Study of Inductive Learning Systems AQ11P and ID-3 Using a Chess Endgame Test Problem," Reports of the Intelligent Systems Group, ISG 82-2, UIUCDCS-F-82-899, Department of Computer Science, University of Illinois, Urbana, September 1982.

82-7
Uhrik, C. T., "PLANT/DS Revisited: Non-Homogeneous Evaluation Schema in Expert Systems," Proceedings of the National Conference on Artificial Intelligence, AAAI-82, Pittsburgh, August 18-20, 1982.

82-8
Michalski, R. S., Baskin, A. B. and Spackman, K. A., "A Logic-based Approach to Conceptual Database Analysis," 6th Annual Symposium on Computer Applications in Medical Care (SCAMC-6), George Washington University Medical Center, Washington, DC, pp. 792-796, November 1-2, 1982.

82-9
Michalski, R. S. and Stepp, R., "Revealing Conceptual Structure in Data by Inductive Inference," Chapter in the book, Machine Intelligence 10, D. Michie, J. E. Hayes and H-H Pao (Eds.), Ellis Horwood Ltd., New York, pp. 173-196, 1982.

82-10
Layman, T., "OPTREE: A Program for Transfering Decision Tables to Optimal or Suboptimal Decision Trees," a revised version of 1979 report, Department of Computer Science, University of Illinois, Urbana, 1982.

83-1
Michalski, R. S. and Stepp, R., "Learning from Observation: Conceptual Clustering," Chapter in the book, Machine Learning: An Artificial Intelligence Approach, R. S. Michalski, J.G. Carbonell and T.M. Mitchell (Eds.), TIOGA Publishing Co., Palo Alto, pp. 331-363, 1983.

83-2
Carbonell, J. Michalski, R. S. and Mitchell, T., "An Overview of Machine Learning," Chapter in the book Machine Learning An Artificial Intelligence Approach, R. S. Michalski, J. Carbonell and T. Mitchell (Eds.), TIOGA Publishing Co., Palo Alto, pp. 3-23, 1983.

83-3
Michalski, R. S., "A Theory and Methodology of Inductive Learning," Chapter in the book, Machine Learning: An Artificial Intelligence Approach, R. S. Michalski, J. Carbonell and T. Mitchell (Eds.), TIOGA Publishing Co., Palo Alto, pp. 83-134, 1983.

83-4
Dietterich, T. and Michalski, R. S., "A Comparative Review of Selected Methods for Learning from Examples," Chapter in the book, Machine Learning: An Artificial Intelligence Approach, R. S. Michalski, J. Carbonell and T. Mitchell (Eds.), TIOGA Publishing Co., Palo Alto, pp. 41-81, 1983.

83-5
Michalski, R. S., Carbonell, J. and Mitchell, T., (Editors), Machine Learning: An Artificial Intelligence Approach, TIOGA Publishing Company, TIOGA Publishing Co., Palo Alto, 1983.

83-6
Michalski, R S., Davis, J. H., Bisht, V. S., and Sinclair, J. B., "A Computer-Based Advisory System for Diagnosing Soybean Diseases in Illinois Plant Disease ", pp. 459-463, April 1983.

83-7
Cramm, S., "ESEL/2: A Program for Selecting the Most Representative Training Events for Inductive Learning," Reports of the Intelligent Systems Group, ISG 83-1, UIUCDCS-F-83-901, Department of Computer Science, University of Illinois, Urbana, January 1983.

83-8
Pollack, J., "Relevant Variable Selection for Inductive Learning Programs," Reports of the Intelligent Systems Group, ISG 83-2, UIUCDCS-F-83-902, Department of Computer Science, University of Illinois, Urbana, January 1983.

83-9
Seyler, M., "A Knowledge Guided Image Interpretation Program", Reports of the Intelligent Systems Group, ISG 83-3, UIUCDCS-F-83-903, Department of Computer Science, University of Illinois, Urbana, January 1983.

83-10
Hoff, W., Michalski, R. S., Stepp, R., "INDUCE 2: A Program for Learning Structural Descriptions from Examples," Reports of the Intelligent Systems Group, ISG 83-4, UIUCDCS-F-83-904, Department of Computer Science, University of Illinois, Urbana, January 1983.

83-11
Michalski, R. S. and Larson, J. B., "Incremental Generation of VL1 Hypotheses: The Underlying Methodology and the Description of Program AQ11," Reports of the Intelligent Systems Group, ISG 83-5, UIUCDCS-F-83-905, Department of Computer Science, University of Illinois, Urbana, January 1983.

83-12
Michalski, R. S., "A Theory and Methodology of Inductive Learning" (Modified version of 1983-3), Artificial Intelligence, 20, pp. 111-161, 1983.

83-13
Stauffer, M. and Michalski, R. S., "Determining Computer Architectures and Compiler Structures Through Inductive Inference: A Preliminary Investigation," Reports of the Intelligent Systems Group, ISG 83-6, UIUCDCS-F-83-906, Department of Computer Science, University of Illinois, Urbana, January 1983.

83-14
Vaidya, P., "A Representation Scheme for Constructive Induction," Reports of the Intelligent Systems Group, ISG 83-7, UIUCDCS-F-83-907, Department of Computer Science, University of Illinois, Urbana, January 1983.

83-15
Orejel-Opisso, J. L., "On the Representation of Rules," Reports of the Intelligent Systems Group, ISG 83-8, UIUCDCS-F-83-908, Department of Computer Science, University of Illinois, Urbana, January 1983.

83-16
Michalski, R. S. and Stepp, R., "Conjunctive Conceptual Clustering: Classification Using Background Knowledge," Submitted to the North American Branch of the Classification Society, Philadelphia, May 29-31, 1983.

83-17
Vaidya, P., "On Induction Experiments, Their Validity and Constructive Induction," Reports of the Intelligent Systems Group, ISG 83-9, UIUCDCS-F-83-909, Department of Computer Science, University of Illinois, Urbana, May 1983.

83-18
Michalski, R. S., "Inductive Learning: A Review of Some Recent Work," Invited paper for the Third Yale Workshop on Applications of Adaptive Systems Theory, June 15-17, 1983.

83-19
Michalski, R. S., (Editor), Proceedings of the International Machine Learning Workshop, University of Illinois Allerton House, Urbana, June 22-24, 1983.
contd. section 2, section 3.

83-20
Michalski, R. S. and Stepp, R., "How to Structure Structured Objects," Proceedings of the International Machine Learning Workshop, University of Illinois Allerton House, Urbana, pp. 156-160, June 22-24,1983.

83-21
Dietterich, T. and Michalski, R. S., "Discovering Patterns in Sequences of Events," Proceedings of the International Machine Learning Workshop, University of Illinois Allerton House, Urbana, pp. 41-57, June 22-24, 1983.

83-22
Michalski, R. S. and Stepp, R., "Automated Construction of Classifications: Conceptual Clustering versus Numerical Taxonomy," IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. PAMI-5, No. 4, pp. 396-410, July, 1983.

83-23
Biswas, B.,"A Programmer's Guide for CLUSTER, A Program for Conjunctive Clustering," Reports of the Intelligent Systems Group, ISG 83-10,UIUCDCS-F-83-910, Department of Computer Science, University of Illinois,Urbana, July 1983.

83-24
Boulanger A.,, "The Expert System Plant/CD: A Case Study in Applying the General Purpose Inference System Advise to Predicting Black Cutworm Damage in Corn," M.S. Thesis, UIUCDCS-R-83-1134, Department of Computer Science, University of Illinois, Urbana, July 1983.

83-25
Michalski, R. S., and Baskin, A. B., "Integrating Multiple Knowledge Representations and Learning Capabilities in an Expert System: The ADVISE System," Proceedings of the 8th IJCAI Meeting, Karlsruhe, West Germany, pp. 256-258, 1983.

83-26
Carbonell, J. G., Michalski, R. S. and Mitchell, T. M., "Machine Learning: A Historical and Methodological Analysis," The AI Magazine, pp. 69-79, 1983.

83-27
R. S. Michalski, R. S., Baskin, A. B. and Spackman, K., "A Logic-Based Approach to Conceptual Data Base Analysis," (Revised version), Med. Inform., Vol. 8, No. 3, pp. 187-195, 1983.

83-28
Becker, J., "AQINTERLISP: An INTERLISP Program for Inductive Generalization of VL1Event Sets, User's and Programmer's Guide," Reports of the Intelligent Systems Group, ISG 83-11, UIUCDCS-F-83-911, Department of Computer Science, University of Illinois, Urbana, September 1983.

83-29
Reinke, R., "PLANT/DS: An Expert System for the Diagnosis of Soybean Diseases Common in Illinois, User's Guide and Program Description," Reports of the Intelligent Systems Group, ISG 83-12, UIUCDCS-F-83-912, Department of Computer Science, University of Illinois, Urbana, October 1983.

83-30
Stepp, R., "A Description and User's Guide for CLUSTER/2, A Program for Conjunctive Conceptual Clustering," Report No. UIUCDCS-R-83-1084, Department of Computer Science, University of Illinois, Urbana, November 1983.

83-31
Spackman, K A., "QUIN: Integration of Inferential Operators within a Relational Database," Reports of the Intelligent Systems Group, ISG 83-13, UIUCDCS-F-83-917, M.S. Thesis, Department of Computer Science, University of Illinois, Urbana, 1983.

83-32
Michalski, R. S., "A Theory and Methodology of Inductive Learning" (Modified version of 1983-3), Report No. UIUCDCS-R-83-1122, Department of Computer Science, University of Illinois, Urbana, January 1983.

83-33
De Jong, K., "Intelligent Control: Integrating AI and Control Theory," Proceedings of the IEEE Trends and Applications Conference, Washington, DC, May 1983.

84-1
Pua K.-E., "Translating Annotated Predicate Calculus to PROLOG," Reports of the Intelligent Systems Group, ISG 84-1, UIUCDCS-F-918, Department of Computer Science, University of Illinois, Urbana, June, 1984.

84-2
Channic, T. D., "ADVISECORE: A Screen Package for Expert Systems," Reports of the Intelligent Systems Group, ISG 84-2, UIUCDCS-F-84-919, Department of Computer Science, University of Illinois, Urbana, July, 1984.

84-3
Rodewald, L. E., "BABY: An Expert System for Patient Monitoring in a Newborn Intensive Care Unit," M.S. Thesis, Reports of the Intelligent Systems Group, ISG 84-3, UIUCDCS-F-84-920, Department of Computer Science, University of Illinois, Urbana, July, 1984.

84-4
Reinke, R. E., "Knowledge Acquisition and Refinement Tools for the ADVISE META-EXPERT System," M.S. Thesis, Reports of the Intelligent Systems Group, ISG 84-4, UIUCDCS-F-84-921, Department of Computer Science, University of Illinois, Urbana, July, 1984.

84-5
Baim, P. W., "Automated Acquisition of Decision Rules: The Problems of Attribute Construction and Selection," M.S. Thesis,," Reports of the Intelligent Systems Group, ISG 84-5, UIUCDCS-F-84-922, Department of Computer Science, University of Illinois, Urbana, July, 1984.

84-6
Michalski, R. S., "Inductive Learning as Rule-Guided Generalization of Symbolic Descriptions: A Theory and Implementation," Chapter 24, in Automatic Program Construction Techniques, Macmillan Publishing Company, New York, pp. 517-552, 1984.

84-7
Stepp, R. E., "Conjunctive Conceptual Clustering: A Methodology and Experimentation," Ph.D Thesis, UIUCDCS-R-84-1189, Department of Computer Science, University of Illinois, Urbana, September, 1984.

84-8
Michalski, R. S., "Learning Strategies and Automated Knowledge Acquisition: An Overview," Reports of the Intelligent Systems Group, ISG 84-6, UIUCDCS-F-84-926, Department of Computer Science, University of Illinois, Urbana, November, 1984.

84-9
Falkenhainer, B.,"ABACUS: Adding Domain Constraints to Quantitative Scientific Discovery," Reports of the Intelligent Systems Group, ISG 84-7, UIUCDCS-F-84-927, Department of Computer Science, University of Illinois, Urbana, November , 1984.

84-10
Pua, K.-E., "An Annotated Predicate Calculus Inference System (APCIS)," Reports of the Intelligent Systems Group, ISG 84-8, UIUCDCS-F-84-928, Department of Computer Science, University of Illinois, Urbana, November, 1984.

84-11
Nowicki, A. R., "A Comparison of Performances of a SUN-2 Workstation, VAX 11/780, and the Xerox Dolphin on a Learning Algorithm," Reports of the Intelligent Systems Group, ISG 84-9, UIUCDCS-F-84-929, Department of Computer Science, University of Illinois, Urbana, December, 1984.

84-12
De Jong, K., "Applying AI to the Diagnosis of Complex Systems," Proceedings of the Conference on Intelligent Systems and Machines, Rochester, MI, April 1984.

85-1
Becker, J., "AQ-PROLOG: A Prolog Implementation of an Attribute-Based Inductive Learning System," Reports of the Intelligent Systems Group, ISG 85-1, UIUCDCS-F-85-930, Department of Computer Science, University of Illinois, Urbana, January 1985.

85-2
Rendell, L., "Substantial Constructive Induction Using Layered Information Compression: Tractable Feature Formation in Search," UIUCDCS-R-85-1198, Department of Computer Science, University of Illinois, Urbana.

85-3
Hoffman, P., "MEL - A Learning Program that Improves by Experience in Playing the Game of MILL," Reports of the Intelligent Systems Group, ISG 85-2, UIUCDCS-F-85-931, Department of Computer Science, University of Illinois, Urbana, January 1985.

85-4
Newkirk, P., "TURF: An Expert System for Ground Development," Reports of the Intelligent Systems Group, ISG 85-3, UIUCDCS-F-85-933, Department of Computer Science, University of Illinois, Urbana, January 1985.

85-5
Channic, T., "Editing Network-Structured Knowledge Bases in the ADVISE System," Reports of the Intelligent Systems Group, ISG 85-4, UIUCDCS-F-85-934, Department of Computer Science, University of Illinois, Urbana, February 1985.

85-6
Becker, J., "Topics in Incremental Learning of Discriminant Descriptions," Reports of the Intelligent Systems Group, ISG 85-5, UIUCDCS-F-85-935, Department of Computer Science, University of Illinois, Urbana, February 1985.

85-7
Becker, J., "Word Sense Disambiguation Using Constraints and Supports," Reports of the Intelligent Systems Group, ISG 85-6, UIUCDCS-F-85-936, Department of Computer Science, University of Illinois, Urbana, February 1985.

85-8
Becker, J., "Macros and Utilities for Franz Lisp," Reports of the Intelligent Systems Group, ISG 85-7, UIUCDCS-F-85-937, Department of Computer Science, University of Illinois, Urbana, February 1985.

85-9
Michalski, R. S., "Understanding the Nature of Learning: Issues and Research Directions," Reports of the Intelligent Systems Group, ISG 85-8, UIUCDCS-F-85-938, Department of Computer Science, University of Illinois, Urbana, February 1985.

85-10
Dietterich, T. and Michalski, R. S., "Discovering Patterns in Sequence of Events," Artificial Intelligence Journal, Vol. 25, No 2, pp. 187-232, 1985.

85-11
Dietterich, T. and Michalski, R. S., "Learning to Predict Sequences," Reports of the Intelligent Systems Group, ISG 85-9, UIUCDCS-F-85-939, Department of Computer Science, University of Illinois, Urbana, February 1985.

85-12
Stepp, R. and Michalski, R. S., "Conceptual Clustering: Inventing Goal-Oriented Classifications of Structured Objects," Reports of the Intelligent Systems Group, ISG 85-10, UIUCDCS-F-85-940, Department of Computer Science, University of Illinois, Urbana, February 1985.

85-13
Michalski, R. S., Ko, H. and Chen, K., "SPARC/E(V.2), An Eleusis Rule Generator and Game Player," Reports of the Intelligent Systems Group, ISG 85-11, UIUCDCS-F-85-941, Department of Computer Science, University of Illinois, Urbana, February 1985.

85-14
Mozetic, I., "Compression of the ECG Knowledge-base Using the AQ Inductive Learning Algorithm," Reports of the Intelligent Systems Group, ISG 85-13, UIUCDCS-F-85-943, Department of Computer Science, University of Illinois, Urbana, March 1985.

85-15
Reinke, R. E. and Michalski, R. S., "Incremental Learning of Decision Rules: A Method and Experimental Results," presented at the Machine Intelligence Workshop II, Ross Priory, University of Strathclyde, March 1985.

85-16
Michalski, R. S., "Knowledge Repair Mechanisms: Evolution vs Revolution," Reports of the Intelligent Systems Group, ISG 85-14, UIUCDCS-F-85-946, Department of Computer Science, University of Illinois, Urbana, July 1985.

85-17
Rendell, L., "Utility Patterns as Criteria for Efficient Generalization Learning," UIUCDCS-R-85-1206, Department of Computer Science, University of Illinois, Urbana, April 1985.

85-18
Rendell, L., "Induction, of and by Probability," UIUCDCS-R-85-1209, Department of Computer Science, University of Illinois, Urbana, July 1985.

85-19
Rendell, L., "A Scientific Approach to Practical Induction," UIUCDCS-R-85-1211, Department of Computer Science, University of Illinois, Urbana, May 1985.

85-20
Rendell, L., "Genetic Plans and the Probabilistic Learning System: Synthesis and Results," UIUCDCS-R-85-1217, Department of Computer Science, University of Illinois, Urbana, July, 1985.

85-21
Fermanian, T., Michalski, R. S. and Katz, B., "An Expert System to Assist Turfgrass Managers in Weed Identification," Proceedings of the 1985 Summer Computer Simulation Conference, Chicago, IL, July, 1985.

85-22
Becker, J., "Inductive Learning of Decision Rules with Exceptions: Methodology and Experimentation," Reports of the Intelligent Systems Group, ISG 85-14, UIUCDCS-F-85-945, Master of Science Thesis, Department of Computer Science, University of Illinois, Urbana, August, 1985.

85-23
Falkenhainer, B., "Quantitative Empirical Learning: An Analysis and Methodology," Reports of the Intelligent Systems Group, ISG 85-16, UIUCDCS-F-85-947, Master of Science Thesis, Department of Computer Science, University of Illinois, Urbana, August, 1985.

85-24
Michalski, R. S. and Winston, P. H., "Variable Precision Logic," in Artificial Intelligence Memo, No. 857, MIT, Cambridge, MA, September 1985. An updated version appeared in AI Journal, 1986.

85-25
Michalski, R. S. and Durham, T., "Trying to Mimic the Mind," (An article about research done by R.S.M. and his collaborators), in Computing Magazine, April 18, 1985.

85-26
R. S. Michalski, "Equipment of Artificial Intelligence Laboratory," Department of Computer Science, University of Illinois, Urbana, 1985.

85-27
De Jong, K., "Genetic Algorithms: A 10 Year Perspective," Proceedings of the First International Conference on Genetic Algorithms and Their Applications, Pittsburgh, PA, July, 1985.

85-28
Michalski, R. S., "Knowledge Repair Mechanisms: Evolution vs Revolution," Proceedings of the Third International Machine Learning Workshop, Skytop, Rutgers University, June, 1985.

85-29
Rendell, L., "Substantial Constructive Induction Using Layered Information Compression: Tractable Feature Formation in Search," Revised paper, Proceedings of the Ninth International Joint Conference on Artificial Intelligence, University of California at Los Angeles, 1985.

85-30
Rendell, L., "Utility Patterns as Criteria for Efficient Generalization Learning," Proceedings of the 1985 Conference on Intelligent Systems and Machines, Rochester, MI, April 1985.

85-31
Michalski, R. S., "Knowledge Repair Mechanisms: Evolution vs Revolution," Proceedings of the Third International Machine Learning Workshop, Skytop, Rutgers University, pp. 116-119, June 24-26, 1985.

85-32
Rendell, L., "Induction, of and by Probability," Proceedings of the Workshop on Uncertainty and Probability in Artificial Intelligence, Sponsored by AAAI and IEEE, University of California at Los Angeles, August 1985.

85-33
Rendell, L., "Genetic Plans and the Probabilistic Learning System: Synthesis and Results," Proceedings of the International Conference on Genetic Algorithms and Their Applications, Carnegie-Mellon University, July, 1985.

85-34
Rendell, L., "Genetic Plans and the Probabilistic Learning System: Synthesis and Results," revised version, in Machine Learning: A Guide to Current Research, T. Mitchell, J. Carbonell and R.S. Michalski (eds.) Kluwer Publishing Company, 1985.

85-35
Rendell, L., "A Scientific Approach to Practical Induction," Proceedings of the Third International Machine Learning Workshop, Skytop Lodge, Rutgers University, June 1985.

85-36
Rendell, L., "A Scientific Approach to Practical Induction," revised version in Machine Learning: A Guide to Current Research, T. Mitchell, J. Carbonell, and R. S. Michalski (Eds.), Kluwer Publishing Company, 1985.

86-1
Medin, D. L., Wattenmaker, W. D. and Michalski, R. S., "Constraints and Preferences in Inductive Learning: An Experimental Study Comparing Human and Machine Performance," Reports of the Intelligent Systems Group, ISG 86-1, UIUCDCS-F-86-952, Department of Computer Science, University of Illinois, Urbana, February 1986.

86-2
Goldfain, M., "A Translation System from Clausal Form into Annotated Predicate Calculus," Reports of the Intelligent Systems Group, ISG 86-2, UIUCDCS-F-86-954, Department of Computer Science, University of Illinois, Urbana, February 1986.

86-3
Collins, A. and Michalski, R. S., "The Logic of Plausible Reasoning: An Advanced Report," Reports of the Intelligent Systems Group, ISG 86-3, UIUCDCS-F-86-951, Department of Computer Science, University of Illinois, Urbana, February 1986.

86-4
Michalski, R. S., Ko, H. and Chen, K., "Qualitative Prediction: A Method and A Program SPARC/G," Reports of the Intelligent Systems Group, ISG 86-4, UIUCDCS-F-86-942, Department of Computer Science, University of Illinois, Urbana, 1986.

86-5
Hong, J., Mozetic, I. and Michalski, R. S., "AQ15: Incremental Learning of Attribute-Based Descriptions from Examples, The Method and User's Guide," Reports of the Intelligent Systems Group, ISG 86-5, UIUCDCS-F-86-949, Department of Computer Science, University of Illinois, Urbana, May 1986.

86-6
Michalski, R. S., "Machine Learning Research in the Artificial Intelligence Laboratory at Illinois," Machine Learning: A Guide to Current Research, T. Mitchell, J. Carbonell, and R. S. Michalski (Eds.), Kluwer Publishing Company, 1986.

86-7
Ko, H. and Lee, L., "Toward a Practical Planning System for Assembly Task," Reports of the Intelligent Systems Group, ISG 86-7, UIUCDCS-F-86-957, Department of Computer Science, University of Illinois Urbana, 1986.

86-8
Michalski, R. S., Baskin, A. B., Uhrik, C., Channic, T., Borodkin, S., Boulanger, A. G., Rodewald, L. and Reinke, R. E., "A Technical Description of the ADVISE.1 Meta-Expert System that Integrates Multiple Knowledge Representations and Learning Capabilities," Reports of the Intelligent Systems Group, ISG 86-8, UIUCDCS-F-86-962, Department of Computer Science, University of Illinois, Urbana, March 6, 1986.

86-9
Michalski, R. S. and Stepp, R., "INDUCE.3: A Program for Learning Structural Descriptions from Examples," Reports of the Intelligent Systems Group, ISG 86-9, UIUCDCS-F-86-960, Department of Computer Science, University of Illinois, Urbana, 1986.

86-10
Iwanska, L., "Critical Issues in Natural Language Understanding and their Importance to Machine Learning," Reports of the Intelligent Systems Group, ISG 86-10, UIUCDCS-F-86-953, Department of Computer Science, University of Illinois, Urbana, 1986.

86-11
Haddawy, P., "IImplementation of and Experiments with a Variable Precision Logic Inference System," Reports of the Intelligent Systems Group, ISG 86-11, UIUCDCS-F-86-959, Department of Computer Science, University of Illinois, Urbana, 1986.

86-12
Chen, K., "Smooth Path Tracking through Symbolic Computations," Reports of the Intelligent Systems Group," , ISG 86-13, UIUCDCS-F-86-963, Department of Computer Science, University of Illinois, Urbana, 1986.

86-13
Chen, K., "The Inductive Acquisition of Temporal Knowledge," Reports of the Intelligent Systems Group, ISG 86-14, UIUCDCS-F-86-964, Department of Computer Science, University of Illinois, Urbana 1986.

86-14
Thornburg, G., "Where Expert Systems Intersect with Information Retrieval: Issues and Applications," Reports of the Intelligent Systems Group, ISG-86-15, UIUCDCS-F-86-956, Department of Computer Science, University of Illinois, Urbana, 1986.

86-15
Michalski, R, S,, "Dynamic Recognition: An Outline of Theory of How to Recognize Concepts without Matching Rules," Reports of the Intelligent Systems Group, ISG 86-16, UIUCDCS-F-86-965, Urbana, 1986.

86-16
Hong, J., Michalski, R. S. and Uhrik, C., "An Extension Matrix Approach to the General Covering Problem," in SPIE Applications of Artificial Intelligence III, Vol. 635, 1986.

86-17
Michalski, R, S., "Concept Learning," AI Encyclopedia, January 1986.

86-18
Michalski, R. S. and Stepp, R., "Clustering," AI Encyclopedia, January 1986.

86-19
Stepp, R. and Michalski, R. S., "Conceptual Clustering of Structured Objects: A Goal-Oriented Approach," AI Journal, 1986.

86-20
Falkenhainer, B. and Michalski, R. S., "Integrating Quantitative and Qualitative Discovery: The ABACUS System," Reports of the Intelligent Systems Group, ISG-86-17, UIUCDCS-F-86-967, University of Illinois, Urbana, May, 1986.

86-21
Skorstad, G. and Skorstad, J. C., "Parallel Concept Learning on the Connection Machine," Reports of the Intelligent Systems Group, ISG 86-18, UIUCDCS-F-86-966, University of Illinois, Urbana, July, 1986.

86-22
Fermanian, T. W., Michalski, R. S. and Katz, B., "Applications of Artificial Intelligence to Agricultural Problems," International Congress on Computers in Biotechnology Abstracts, Baltimore Convention Center, Maryland, January 30-31, 1986.

86-23
Michalski, R. S., Mozetic, I., Hong, J., Lavrac, N., "The AQ15 Inductive Learning System: An Overview and Experiments," Reports of the Intelligent Systems Group, ISG 86-20, UIUCDCS-R-86-1260, Department of Computer Science, University of Illinois, Urbana, 1986.

86-24
Michalski, R. S., "Two-Tiered Concept Meaning, Inferential Matching and Conceptual Cohesiveness," Invited paper for the Allerton Conference on Analogy and Similarity , ISG 86-21, UIUCDCS-F-86-968, University of Illinois, Urbana, IL, June 12-14, 1986.

86-25
Uhrik, C. T., "A Rule Exerciser for Knowledge Base Enhancement in Expert Systems," Reports of the Intelligent Systems Group, ISG 86-23, UIUCDCS-F-86-969, M.S. Thesis, Department of Computer Science, University of Illinois, Urbana, IL, September 1986.

86-26
Michalski, R. S., Mozetic, I., Hong, J., Lavrac, N., "The Multi-Purpose Incremental Learning System AQ15 and its Testing Application to Three Medical Domains," Proceedings of the National Conference on Artificial Intelligence, AAAI, Philadelphia, August 11-15, 1986.

86-27
Ko, H., "Controlling Attention in Inference Machine," Technical Report, University of Illinois, Urbana, IL, 1986.

86-28
Michalski, R. S., "Understanding the Nature of Learning: Issues and Research Directions," chapter in Machine Learning: An Artificial Intelligence Approach Vol. II, Morgan-Kaufmann Publishers, pp. 1-25, 1986.

86-29
Michalski, R. S. and Winston, P. H., "Variable Precision Logic," Artificial Intelligence Journal 29 (1986), Elsevier Science Publishers B.V. (North-Holland), pp. 121-146, 1986.

86-30
Stepp, R. and Michalski, R. S., "Conceptual Clustering: Inventing Goal-Oriented Classifications of Structured Objects," chapter in Machine Learning: An Artificial Intelligence Approach, Vol. II, Morgan-Kaufmann Publishers, 1986.

86-31
De Jong, K., "Fault Isolation Systems," Proceedings of the IEEE Symposium on VLSI Design, Atlantic City, NJ, March, 1986

86-32
De Jong, K., "Knowledge Acquisition for Fault Isolation Systems," Proceedings of the Workshop on Knowledge Acquisition for Knowledge-Based Systems, Banff, Canada, October, 1986.

86-33
Michalski, R. S., Ko, H. and Chen, K., "Qualitative Prediction: A Method and A Program SPARC/G," chapter in Expert Systems, C. Guetler (Ed.), Academic Press Inc., London, 1986.

87-1
Michalski, R. S., Baskin, A. B., Uhrik, C. and Channic, T., "The ADVISE.1 Meta-Expert System: The General Design and a Technical Description," Reports of the Intelligent Systems Group, ISG 86-8, UIUCDCS-F-87-962, Department of Computer Science, University of Illinois, Urbana-Champaign, January 1987.

87-2
Bentrup, J. A., Mehler, G. J. and Riedesel, J. D.,"IINDUCE 4: A Program for Incrementally Learning Structural Descriptions from Examples," Reports of the Intelligent Systems Group, ISG 87-2, UIUCDCS-F-87-958, Department of Computer Science, University of Illinois, Urbana-Champaign, February,1987.

87-3
Baskin, A. B. and Stepp, R. E., "The Role of Deterministic and Non-Deterministic Rule Scheduling in Expert Systems," Sixth National Conference on Artificial Intelligence, AAAI, 1987.

87-4
Katz, B., Fermanian, T. W. and Michalski, R. S., "AgAssistant: An Experimental Expert System Builder for Agricultural Applications," Reports of the Intelligent Systems Group, ISG 87-16, UIUCDCS-F-87-978, Department of Computer Science, University of Illinois, Urbana-Champaign, October 1987.

87-5
Michalski, R. S., Ko, H., and Chen, K., "Qualitative Prediction: the SPARC/G Methodology for Inductively Describing and Predicting Discrete Processes," Current Issues in Expert Systems, A. Van Lamsweerde and P. Dufour (Eds.), London: Academic Press Inc., pp. 125-158, 1987.

87-6
Michalski, R. S., "Learning Strategies and Automated Knowledge Acquisition: An Overview," Computational Models of Learning: Symbolic Computation, L. Bolc (Ed.), New York: Springer-Verlag, pp. 1-19, 1987.

87-7
Whitehall, Bradley Lane, "Substructure Discovery in Executed Action Sequences," Reports of the Intelligent Systems Group, UILU-ENG-87-2256, Department of Computer Sciences, University of Illinois, Urbana-Champaign, September 1987.

87-8
Wechsler, H. and Zimmerman, G. L., "Fault-Tolerant Recognition Using DAM's," Proceedings of the IEEE First International Conference on Neural Networks, Vol. II, San Diego, CA, pp. 719-726, June 21-24, 1987.

87-9
De Jong, K., "On Using Genetic Algorithms to Search Program Spaces," Proceedings of the Second International Conference on Genetic Algorithms, Cambridge, MA, pp. 210-216, July 28-31, 1987.

* Includes publications of its predecessor, the Intelligent Systems Group at the University of Illinois at Champaign-Urbana, and related papers.