WorldCat Identities

Brazdil, Pavel B. 1945-

Overview
Works: 35 works in 83 publications in 1 language and 1,314 library holdings
Genres: Conference proceedings 
Roles: Editor
Classifications: Q325.5, 006.31
Publication Timeline
Key
Publications about  Pavel B Brazdil Publications about Pavel B Brazdil
Publications by  Pavel B Brazdil Publications by Pavel B Brazdil
Most widely held works by Pavel B Brazdil
Metalearning applications to data mining by Pavel Brazdil ( )
14 editions published between 2008 and 2009 in English and held by 403 WorldCat member libraries worldwide
"Metalearning is the study of principled methods that exploit metaknowledge to obtain efficient models and solutions by adapting machine learning and data mining processes. While the variety of machine learning and data mining techniques now available can, in principle, provide good model solutions, a methodology is still needed to guide the search for the most appropriate model in an efficient way. Metalearning provides one such methodology that allows systems to become more effective through experience." "This book discusses several approaches to obtaining knowledge concerning the performance of machine learning and data mining algorithms. It shows how this knowledge can be reused to select, combine, compose and adapt both algorithms and models to yield faster, more effective solutions to data mining problems. It can thus help developers improve their algorithms and also develop learning systems that can improve themselves." "The book will be of interest to researchers and graduate students in the areas of machine learning, data mining and artificial intelligence."--Jacket
Progress in artificial intelligence : knowledge extraction, multi-agent systems, logic programming, and constraint solving : 10th Portuguese Conference on Artificial Intelligence, EPIA 2001, Porto, Portugal, December 17-20, 2001 : proceedings by Pavel B Brazdil ( Book )
11 editions published in 2001 in English and held by 300 WorldCat member libraries worldwide
This book constitutes the refereed proceedings of the 10th Portuguese Conference on Artificial Intelligence, EPTA 2001, held in Porto, Portugal, in December 2001. The 21 revised long papers and 18 revised short papers were carefully reviewed and selected from a total of 88 submissions. The papers are organized in topical sections on extraction of knowledge from databases, AI techniques for financial time series analysis, multi-agent systems, AI logics and logic programming, constraint satisfaction, and AI planning
Machine learning, ECML-93 : European Conference on Machine Learning, Vienna, Australia, April 5-7, 1993 : proceedings by European Conference on Machine Learning ( Book )
4 editions published in 1993 in English and held by 222 WorldCat member libraries worldwide
"This volume contains the proceedings of the Eurpoean Conference on Machine Learning (ECML-93), continuing the tradition of the five earlier EWSLs (European Working Sessions on Learning). The aim of these conferences is to provide a platform for presenting the latest results in the area of machine learning. The ECML-93 programme included invited talks, selected papers, and the presentation of ongoing work in poster sessions. The programme was completed by several workshops on specific topics. The volume contains papers related to all these activities. The first chapter of the proceedings contains two invited papers, one by Ross Quinlan and one by Stephen Muggleton on inductive logic programming. The second chapter contains 18 scientific papers accepted for the main sessions of the conference. The third chapter contains 18 shorter position papers. The final chapter includes three overview papers related to the ECML-93 workshops."--PUBLISHER'S WEBSITE
Machine learning, meta-reasoning, and logics by Pavel B Brazdil ( Book )
11 editions published between 1989 and 1990 in English and Undetermined and held by 201 WorldCat member libraries worldwide
Machine learning: ECML-93 : European Conference on Machine Learning, Vienna, Austria, April 5-7, 1993 : proceedings by Pavel B Brazdil ( )
10 editions published in 1993 in English and held by 136 WorldCat member libraries worldwide
This volume contains the proceedings of the Eurpoean Conference on Machine Learning (ECML-93), continuing the tradition of the five earlier EWSLs (European Working Sessions on Learning). The aim of these conferences is to provide a platform for presenting the latest results in the area of machine learning. The ECML-93 programme included invited talks, selected papers, and the presentation of ongoing work in poster sessions. The programme was completed by several workshops on specific topics. The volume contains papers related to all these activities. The first chapter of the proceedings contains two invited papers, one by Ross Quinlan and one by Stephen Muggleton on inductive logic programming. The second chapter contains 18 scientific papers accepted for the main sessions of the conference. The third chapter contains 18 shorter position papers. The final chapter includes three overview papers related to the ECML-93 workshops
Discovery science 12th international conference, DS 2009, Porto, Portugal, October 3-5, 2009 : proceedings by João Gama ( )
4 editions published in 2009 in English and held by 19 WorldCat member libraries worldwide
We are pleased to present the proceedings of the 12th International Conference on Discovery Science (DS 2009), held in Porto, Portugal, October 3-5, 2009. DS 2009 was collocated with ALT 2009, the 20th International Conference on AlgorithmicLearningTheory,continuingthesuccessfulDSconferenceseries. DS 2009 provided an open forum for intensive discussions and the exchange of new ideas among researchers working in the area of discovery science. The scope of the conference included the development and analysis of methods for automatic scienti?c knowledge discovery, machine learning, intelligent data analysis, and theory of learning, as well as their applications. We were honored to have a very strong program. Acceptance for the conference proceedings was very compe- tive. There were 92 papers submitted, with the authors coming from roughly 20 di?erent countries. All paperswere reviewedby three senior researchersfollowed by an extensive discussion. The program committee decided to accept 23 long papers (an acceptance rate of 25%) and 12 regular papers. The overall acc- tance rate was 38%. The contributed papers cover a wide range of topics, from discovery in general to data mining in particular. In addition to the technicalpapers, we weredelighted to have?ve prestigious invited speakers and two tutorials. Fernando Pereira, University of Penns- vania, USA, presented new fundamental questions that should be investigated in natural language processing in web mining. Hector Ge?ner, from Pompeu Fabra University, Spain, discussed learning methods for solving complete pl- ning domains
Discovery science : 12th international conference, DS 2009, Porto, Portugal, October 3 - 5, 2009 ; proceedings ( )
1 edition published in 2009 in English and held by 12 WorldCat member libraries worldwide
Machine learning, ECML-93 : 6th European Conference on machine learning, Vienna, Austria Feb. 1993: proceedings ( Book )
1 edition published in 1993 in English and held by 3 WorldCat member libraries worldwide
Machine learning : ECML-93 : European Conference on Machine Learning, Vienna, Austria ... 1993 : proceedings by European Conference on Machine Learning ( )
1 edition published in 1993 in English and held by 2 WorldCat member libraries worldwide
International Summer School on Knowledge Discovery in Databases and Data Mining: Methods and Applications ( Book )
1 edition published in 1998 in English and held by 2 WorldCat member libraries worldwide
Machine learning -- ECML 2005 16th European Conference on Machine Learning, Porto, Portugal, October 3-7, 2005 : proceedings by Pavel Brazdil ( )
1 edition published in 2005 in English and held by 2 WorldCat member libraries worldwide
Proceedigs of the PlanLearn-08, Second Planning to Learn Workshop(PlanLearn) at the ICML/COLT/UAI 2008, July 9, 2008, Helsinki, Finland by ICML/COLT/UAI ( Book )
1 edition published in 2008 in English and held by 2 WorldCat member libraries worldwide
Machine learning, meta-reasoning, and logics : International workshop : Selected edited papers ( )
1 edition published in 1989 in English and held by 1 WorldCat member library worldwide
The experimental learning model by Pavel B Brazdil ( Book )
1 edition published in 1976 in English and held by 1 WorldCat member library worldwide
Meta-learning ( Book )
1 edition published in 2004 in English and held by 1 WorldCat member library worldwide
Metalearning applications to data mining ; with 11 tables ( )
1 edition published in 2008 in English and held by 1 WorldCat member library worldwide
A model for error detection and correction by Pavel Brazdil ( )
1 edition published in 1981 in English and held by 1 WorldCat member library worldwide
Multistrategy learning by Ryszard Stanisław Michalski ( Book )
1 edition published in 2003 in English and held by 1 WorldCat member library 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
 
moreShow More Titles
fewerShow Fewer Titles
Audience Level
0
Audience Level
1
  Kids General Special  
Audience level: 0.80 (from 0.00 for Proceedigs ... to 0.90 for Machine le ...)
Alternative Names
Brazdil, P.
Brazdil, P. B. 1945-
Brazdil, P. B. (Pavel B.), 1945-
Brazdil, Pavel
Brazdil, Pavel B. 1945-
Brazdil, Pavel Bernard
Languages
English (67)
Covers