WorldCat Identities

Michalski, Ryszard Stanisław 1937-

Overview
Works: 77 works in 299 publications in 4 languages and 2,689 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 Stanisław Michalski
Machine Learning by Tom M Mitchell( Book )

139 editions published between 1982 and 2014 in 4 languages and held by 1,513 WorldCat member libraries worldwide

Machine Learning: An Artificial Intelligence Approach contains tutorial overviews and research papers representative of trends in the area of machine learning as viewed from an artificial intelligence perspective. The book is organized into six parts. Part I provides an overview of machine learning and explains why machines should learn. Part II covers important issues affecting the design of learning programs-particularly programs that learn from examples. It also describes inductive learning systems. Part III deals with learning by analogy, by experimentation, and from experience. Parts IV and V discuss learning from observation and discovery, and learning from instruction, respectively. Part VI presents two studies on applied learning systems-one on the recovery of valuable information via inductive inference; the other on inducing models of simple algebraic skills from observed student performance in the context of the Leeds Modeling System (LMS)
Machine learning and data mining : methods and applications by Ryszard Stanisław Michalski( Book )

11 editions published between 1998 and 1999 in English and held by 250 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 Stanisław Michalski( Book )

16 editions published between 1993 and 2003 in English and held by 76 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
Proceedings of the International Machine Learning Workshop : June 22-24, 1983, Allerton House, Monticello, Illinois, ML-83 by International Machine Learning Workshop( Book )

7 editions published in 1983 in English and held by 16 WorldCat member libraries worldwide

The AQ15 inductive learning system : an overview and experiments by Ryszard Stanisław 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 16 WorldCat member libraries worldwide

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

4 editions published in 1993 in French and held by 14 WorldCat member libraries worldwide

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

4 editions published in 1980 in English and Undetermined and held by 12 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 Stanisław Michalski( Book )

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

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

3 editions published in 1983 in English and Undetermined and held by 8 WorldCat member libraries worldwide

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

3 editions published in 1980 in English and held by 7 WorldCat member libraries worldwide

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

2 editions published in 1971 in English and held by 7 WorldCat member libraries worldwide

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

4 editions published in 1978 in English and held by 7 WorldCat member libraries worldwide

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

3 editions published in 1978 in English and held by 7 WorldCat member libraries worldwide

Concept-based clustering versus numerical taxonomy by Ryszard Stanisław Michalski( Book )

4 editions published between 1971 and 1981 in English and Undetermined and held by 7 WorldCat member libraries worldwide

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

3 editions published in 1978 in English and held by 7 WorldCat member libraries worldwide

A geometrical model for the synthesis of interval covers by Ryszard Stanisław Michalski( Book )

3 editions published in 1971 in English and held by 6 WorldCat member libraries worldwide

Learning by inductive inference by Ryszard Stanisław Michalski( Book )

2 editions published in 1974 in English and held by 6 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 6 WorldCat member libraries worldwide

Advances in machine learning : dedicated to the memory of Professor Ryszard S. Michalski( Book )

3 editions published in 2010 in English and held by 3 WorldCat member libraries worldwide

This is the second volume of a large two-volume editorial project we wish to dedicate to the memory of the late Professor Ryszard S. Michalski who passed away in 2007. He was one of the fathers of machine learning, an exciting and relevant, both from the practical and theoretical points of view, area in modern computer science and information technology. His research career started in the mid-1960s in Poland, in the Institute of Automation, Polish Academy of Sciences in Warsaw, Poland. He left for the USA in 1970, and since then had worked there at various universities, notably, at the University of Illinois at Urbana - Champaign and finally, until his untimely death, at George Mason University. We, the editors, had been lucky to be able to meet and collaborate with Ryszard for years, indeed some of us knew him when he was still in Poland. After he started working in the USA, he was a frequent visitor to Poland, taking part at many conferences until his death. We had also witnessed with a great personal pleasure honors and awards he had received over the years, notably when some years ago he was elected Foreign Member of the Polish Academy of Sciences among some top scientists and scholars from all over the world, including Nobel prize winners. Professor Michalski's research results influenced very strongly the development of machine learning, data mining, and related areas. Also, he inspired many established and younger scholars and scientists all over the world. We feel very happy that so many top scientists from all over the world agreed to pay the last tribute to Professor Michalski by writing papers in their areas of research. These papers will constitute the most appropriate tribute to Professor Michalski, a devoted scholar and researcher. Moreover, we believe that they will inspire many newcomers and younger researchers in the area of broadly perceived machine learning, data analysis and data mining. The papers included in the two volumes, Machine Learning I and Machine Learning II, cover diverse topics, and various aspects of the fields involved. For convenience of the potential readers, we will now briefly summarize the contents of the particular chapters
 
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Machine Learning
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 S. (Ryszard Stanisław), 1937-2007

Michalski, Ryszard Stanislaw

Mikhalʹski, R. 1937-

Mikhalʹski, R. (Ryszard)

Mikhalʹski, R. (Ryszard), 1937-

Mikhalski Ryszard

Mitchell, Ryszard S.

Ryszard Michalski (informatyk)

Ryszard Michalski Polish - American computer scientist

ミカルキー, R. S.

ミカルスキ, ライスザード S.

Languages
Covers
Machine learning and data mining : methods and applicationsMultistrategy learningAdvances in machine learning : dedicated to the memory of Professor Ryszard S. MichalskiAdvances in machine learning : dedicated to the memory of Professor Ryszard S. MichalskiAdvances in Machine Learning II Dedicated to the Memory of Professor Ryszard S. Michalski