WorldCat Identities

Michalski, Ryszard S. (Ryszard Stanisław) 1937-2007

Overview
Works: 89 works in 333 publications in 3 languages and 2,820 library holdings
Genres: Conference papers and proceedings 
Roles: Author, Editor, Honoree, Other
Classifications: Q325, 006.31
Publication Timeline
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Most widely held works by Ryszard S Michalski
Machine learning : an artificial intelligence approach by Ryszard S Michalski( Book )

87 editions published between 1982 and 2013 in English and Undetermined and held by 1,200 WorldCat member libraries worldwide

Machine Learning: An Artificial Intelligence Approach, Volume III presents a sample of machine learning research representative of the period between 1986 and 1989. The book is organized into six parts. Part One introduces some general issues in the field of machine learning. Part Two presents some new developments in the area of empirical learning methods, such as flexible learning concepts, the Protos learning apprentice system, and the WITT system, which implements a form of conceptual clustering. Part Three gives an account of various analytical learning methods and how analytic learning c
Machine learning : a guide to current research by Tom M Mitchell( Book )

11 editions published between 1986 and 1989 in English and held by 339 WorldCat member libraries worldwide

One of the currently most active research areas within Artificial Intelligence is the field of Machine Learning. which involves the study and development of computational models of learning processes. A major goal of research in this field is to build computers capable of improving their performance with practice and of acquiring knowledge on their own. The intent of this book is to provide a snapshot of this field through a broad. representative set of easily assimilated short papers. As such. this book is intended to complement the two volumes of Machine Learning: An Artificial Intelligence Approach (Morgan-Kaufman Publishers). which provide a smaller number of in-depth research papers. Each of the 77 papers in the present book summarizes a current research effort. and provides references to longer expositions appearing elsewhere. These papers cover a broad range of topics. including research on analogy. conceptual clustering. explanation-based generalization. incremental learning. inductive inference. learning apprentice systems. machine discovery. theoretical models of learning. and applications of machine learning methods. A subject index IS provided to assist in locating research related to specific topics. The majority of these papers were collected from the participants at the Third International Machine Learning Workshop. held June 24-26. 1985 at Skytop Lodge. Skytop. Pennsylvania. While the list of research projects covered is not exhaustive. we believe that it provides a representative sampling of the best ongoing work in the field. and a unique perspective on where the field is and where it is headed
Machine learning and data mining : methods and applications by Ryszard S Michalski( Book )

12 editions published between 1998 and 1999 in English and held by 263 WorldCat member libraries worldwide

A review of machine learning methods. Data mining and knowledge discovery: A reciew of issues and a multistrategy approach. Fielded applications of machine learning.Applications of inductive logic programming. Application of machine learning in finite element computation. Application of inductive learning and case-based reasoning for troubleshooting industrial machines. Empirical assembly sequence planning: A multistrategy constructive learning approach. Inductive learning in design of antifriction bearing systems. finding assocIations in collections of text. Learning patterns in images. Applications of machine learning to music research: empirical investigations into the phenomenon of musical expression.Web watcher: A learning apprentice for the world wide web. Biologically inspired defences against computer viruses. Behavioural cloning of control skill. Acquiring first-order knowledge about air traffic control. Application of machine learning to medical diagnosis. Learning to classificy biomedical signals. Machine learning applications in biological classification of river water quality
Multistrategy learning by Ryszard S Michalski( )

16 editions published between 1993 and 2003 in English and held by 127 WorldCat member libraries worldwide

Most machine learning research has been concerned with the development of systems that implememnt one type of inference within a single representational paradigm. Such systems, which can be called monostrategy learning systems, include those for empirical induction of decision trees or rules, explanation-based generalization, neural net learning from examples, genetic algorithm-based learning, and others. Monostrategy learning systems can be very effective and useful if learning problems to which they are applied are sufficiently narrowly defined. Many real-world applications, however, pose learning problems that go beyond the capability of monostrategy learning methods. In view of this, recent years have witnessed a growing interest in developing multistrategy systems, which integrate two or more inference types and/or paradigms within one learning system. Such multistrategy systems take advantage of the complementarity of different inference types or representational mechanisms. Therefore, they have a potential to be more versatile and more powerful than monostrategy systems. On the other hand, due to their greater complexity, their development is significantly more difficult and represents a new great challenge to the machine learning community. Multistrategy Learning contains contributions characteristic of the current research in this area
Machine learning : an artificial intelligence approach : volume II( Book )

17 editions published in 1986 in English and Undetermined and held by 83 WorldCat member libraries worldwide

Machine learning, a multistrategy approach by Ryszard S Michalski( Book )

19 editions published between 1990 and 1994 in English and Undetermined and held by 77 WorldCat member libraries worldwide

Machine learning : an artificial intelligence approach : 2nd International workshop : Revised papers by Ryszard S Michalski( Book )

14 editions published between 1983 and 2014 in Japanese and English and held by 50 WorldCat member libraries worldwide

Apprentissage symbolique : une approche de l'intelligence artificielle by Yves Kodratoff( Book )

3 editions published in 1993 in French and held by 18 WorldCat member libraries worldwide

The AQ15 inductive learning system : an overview and experiments by Ryszard S Michalski( Book )

4 editions published in 1986 in English and held by 16 WorldCat member libraries worldwide

Proceedings of the First International Workshop on Multistrategy Learning (MSL-91) : November 7-9, 1991, Harpers Ferry by International Workshop on Multistrategy Learning( Book )

3 editions published in 1991 in English and held by 15 WorldCat member libraries worldwide

Knowledge acquisition through conceptual clustering : a theoretical framework and an algorithm for partitioning data into conjunctive concepts by Ryszard S Michalski( Book )

4 editions published in 1980 in English and held by 14 WorldCat member libraries worldwide

Proceedings of the International Machine Learning Workshop, June 22-24, 1983, Allerton House, Monticello, Illinois by International Machine Learning Workshop( Book )

4 editions published in 1983 in English and held by 13 WorldCat member libraries worldwide

Selection of most representative training examples and incremental generation of VL₁ hypotheses : the underlying methodology and the description of programs, ESEL and AQ11 by Ryszard S Michalski( Book )

5 editions published in 1978 in English and held by 13 WorldCat member libraries worldwide

Designing extended entry decision tables and optimal decision trees using decision diagrams by Ryszard S Michalski( Book )

3 editions published in 1978 in English and held by 11 WorldCat member libraries worldwide

Pattern recognition as knowledge-guided computer induction by Ryszard S Michalski( Book )

3 editions published in 1978 in English and held by 11 WorldCat member libraries worldwide

A planar geometrical model for representing multidimensional discrete spaces and multiple-valued logic functions by Ryszard S Michalski( Book )

4 editions published in 1978 in English and held by 11 WorldCat member libraries worldwide

Learning and generalization of structural descriptions : evaluation criteria and comparative review of selected methods by Thomas Glen Dietterich( Book )

5 editions published in 1980 in English and held by 10 WorldCat member libraries worldwide

A theory and methodology of inductive learning by Ryszard S Michalski( Book )

4 editions published in 1983 in English and held by 10 WorldCat member libraries worldwide

AQVAL/1 (AQ7) user's guide and program description by James Larson( Book )

2 editions published in 1975 in English and held by 9 WorldCat member libraries worldwide

Interval generalization of switching theory by Ryszard S Michalski( Book )

2 editions published in 1971 in English and held by 9 WorldCat member libraries worldwide

 
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Machine learning : an artificial intelligence approach Machine learning : an artificial intelligence approach : volume II Machine learning : an artificial intelligence approach : 2nd International workshop : Revised papers
Covers
Machine learning : a guide to current researchMachine learning and data mining : methods and applicationsMultistrategy learningMachine learning : an artificial intelligence approach : volume IIMachine learning, a multistrategy approachMachine learning : an artificial intelligence approach : 2nd International workshop : Revised papersAdvances in machine learning : dedicated to the memory of Professor Ryszard S. Michalski
Alternative Names
Michalski, R. S.

Michalski, R. S. 1937-

Michalski, R. S. 1937-2007

Michalski, R. S. (Ryszard Stanisław)

Michalski, R. S. (Ryszard Stanisław), 1937-

Michalski, R. S. (Ryszard Stanisław), 1937-2007

Michalski, Ryszard

Michalski, Ryszard 1937-2007

Michalski, Ryszard S.

Michalski, Ryszard S. 1937-

Michalski, Ryszard S. 1937-2007

Michalski, Ryszard S. (Ryszard Stanisław)

Michalski, Ryszard S. (Ryszard Stanisław), 1937-

Michalski, Ryszard Stanislaw

Michalski, Ryszard Stanisław, 1937-

Michalski, Ryszard Stanisław 1937-2007

Mikhalʹski, R. 1937-

Mikhalʹski, R. (Ryszard)

Mikhalʹski, R. (Ryszard), 1937-

Mikhalski Ryszard

Mitchell, Ryszard S.

Ryszard Michalski (informatyk)

Ryszard Michalski Polish - American computer scientist

ريزارد ميشالسكي عالِم حاسوب من الولايات المتحدة الأمريكية

ミカルキー, R. S.

ミカルスキ, ライスザード S.

Languages
English (208)

Japanese (8)

French (3)