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Author : Francesco Bergadano
Publisher :
ISBN 13 : 9783662204955
Total Pages : 460 pages
Book Rating : 4.2/5 (49 download)
Download or read book Machine Learning written by Francesco Bergadano and published by . This book was released on 2014-01-15 with total page 460 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Francesco Bergadano
Publisher : Springer Science & Business Media
ISBN 13 : 9783540578680
Total Pages : 460 pages
Book Rating : 4.5/5 (786 download)
Download or read book Machine Learning: ECML-94 written by Francesco Bergadano and published by Springer Science & Business Media. This book was released on 1994-03-22 with total page 460 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains the proceedings of the European Conference on Machine Learning 1994, which continues the tradition of earlier meetings and which is a major forum for the presentation of the latest and most significant results in machine learning. Machine learning is one of the most important subfields of artificial intelligence and computer science, as it is concerned with the automation of learning processes. This volume contains two invited papers, 19 regular papers, and 25 short papers carefully reviewed and selected from in total 88 submissions. The papers describe techniques, algorithms, implementations, and experiments in the area of machine learning.
Author : Nada Lavrač
Publisher : Springer Science & Business Media
ISBN 13 : 9783540592860
Total Pages : 388 pages
Book Rating : 4.5/5 (928 download)
Download or read book Machine Learning: ECML-95 written by Nada Lavrač and published by Springer Science & Business Media. This book was released on 1995-04-05 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes the proceedings of the Eighth European Conference on Machine Learning ECML-95, held in Heraclion, Crete in April 1995. Besides four invited papers the volume presents revised versions of 14 long papers and 26 short papers selected from a total of 104 submissions. The papers address all current aspects in the area of machine learning; also logic programming, planning, reasoning, and algorithmic issues are touched upon.
Author : Ramon Lopez de Mantaras
Publisher : Springer
ISBN 13 : 3540451641
Total Pages : 469 pages
Book Rating : 4.5/5 (44 download)
Download or read book Machine Learning: ECML 2000 written by Ramon Lopez de Mantaras and published by Springer. This book was released on 2007-03-06 with total page 469 pages. Available in PDF, EPUB and Kindle. Book excerpt: The biennial European Conference on Machine Learning (ECML) series is intended to provide an international forum for the discussion of the latest high quality research results in machine learning and is the major European scienti?c event in the ?eld. The eleventh conference (ECML 2000) held in Barcelona, Catalonia, Spain from May 31 to June 2, 2000, has continued this tradition by attracting high quality papers from around the world. Scientists from 21 countries submitted 100 papers to ECML 2000, from which 20 were selected for long oral presentations and 23 for short oral presentations. This selection was based on the recommendations of at least two reviewers for each submitted paper. It is worth noticing that the number of papers reporting applications of machine learning has increased in comparison to past ECML conferences. We believe this fact shows the growing maturity of the ?eld. This volume contains the 43 accepted papers as well as the invited talks by Katharina Morik from the University of Dortmund and Pedro Domingos from the University of Washington at Seattle. In addition, three workshops were jointly organized by ECML 2000 and the European Network of Excellence - net: “Dealing with Structured Data in Machine Learning and Statistics W- stites”, “Machine Learning in the New Information Age” , and “Meta-Learning: Building Automatic Advice Strategies for Model Selection and Method Com- nation”.
Author : Nada Lavrač
Publisher : Springer Science & Business Media
ISBN 13 : 3540201211
Total Pages : 521 pages
Book Rating : 4.5/5 (42 download)
Download or read book Machine Learning: ECML 2003 written by Nada Lavrač and published by Springer Science & Business Media. This book was released on 2003-09-12 with total page 521 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 14th European Conference on Machine Learning, ECML 2003, held in Cavtat-Dubrovnik, Croatia in September 2003 in conjunction with PKDD 2003. The 40 revised full papers presented together with 4 invited contributions were carefully reviewed and, together with another 40 ones for PKDD 2003, selected from a total of 332 submissions. The papers address all current issues in machine learning including support vector machine, inductive inference, feature selection algorithms, reinforcement learning, preference learning, probabilistic grammatical inference, decision tree learning, clustering, classification, agent learning, Markov networks, boosting, statistical parsing, Bayesian learning, supervised learning, and multi-instance learning.
Author : Jean-Francois Boulicaut
Publisher : Springer Science & Business Media
ISBN 13 : 3540231056
Total Pages : 597 pages
Book Rating : 4.5/5 (42 download)
Download or read book Machine Learning: ECML 2004 written by Jean-Francois Boulicaut and published by Springer Science & Business Media. This book was released on 2004-09-07 with total page 597 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 15th European Conference on Machine Learning, ECML 2004, held in Pisa, Italy, in September 2004, jointly with PKDD 2004. The 45 revised full papers and 6 revised short papers presented together with abstracts of 5 invited talks were carefully reviewed and selected from 280 papers submitted to ECML and 107 papers submitted to both, ECML and PKDD. The papers present a wealth of new results in the area and address all current issues in machine learning.
Author : Nigel Shadbolt
Publisher : Springer Science & Business Media
ISBN 13 : 9783540612735
Total Pages : 392 pages
Book Rating : 4.6/5 (127 download)
Download or read book Advances in Knowledge Acquisition written by Nigel Shadbolt and published by Springer Science & Business Media. This book was released on 1996-04-26 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the refereed proceedings of the 9th European Knowledge Acquisition Workshop, EKAW '96, held in Nottingham, UK, in May 1996. The 23 revised full papers included address the most relevant theoretical and applicational aspects of knowledge acquisition with a certain emphasis on the acquisition of knowledge for the modelling or automation of complex problem-solving behaviour. The volume is organized in sections on theoretical and general issues, eliciting knowledge from textual or other sources, data-mining, group elicitation, and planning.
Author :
Publisher :
ISBN 13 :
Total Pages : 614 pages
Book Rating : 4.3/5 (91 download)
Download or read book Machine Learning, ECML- ... written by and published by . This book was released on 2004 with total page 614 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : William W. Cohen
Publisher : Morgan Kaufmann
ISBN 13 : 1483298183
Total Pages : 398 pages
Book Rating : 4.4/5 (832 download)
Download or read book Machine Learning Proceedings 1994 written by William W. Cohen and published by Morgan Kaufmann. This book was released on 2014-06-28 with total page 398 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machine Learning Proceedings 1994
Author : Georgios Paliouras
Publisher : Springer
ISBN 13 : 3540446737
Total Pages : 334 pages
Book Rating : 4.5/5 (44 download)
Download or read book Machine Learning and Its Applications written by Georgios Paliouras and published by Springer. This book was released on 2003-06-29 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years machine learning has made its way from artificial intelligence into areas of administration, commerce, and industry. Data mining is perhaps the most widely known demonstration of this migration, complemented by less publicized applications of machine learning like adaptive systems in industry, financial prediction, medical diagnosis and the construction of user profiles for Web browsers. This book presents the capabilities of machine learning methods and ideas on how these methods could be used to solve real-world problems. The first ten chapters assess the current state of the art of machine learning, from symbolic concept learning and conceptual clustering to case-based reasoning, neural networks, and genetic algorithms. The second part introduces the reader to innovative applications of ML techniques in fields such as data mining, knowledge discovery, human language technology, user modeling, data analysis, discovery science, agent technology, finance, etc.
Author : David Page
Publisher : Springer Science & Business Media
ISBN 13 : 9783540647386
Total Pages : 316 pages
Book Rating : 4.6/5 (473 download)
Download or read book Inductive Logic Programming written by David Page and published by Springer Science & Business Media. This book was released on 1998-07-08 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 8th International Conference on Inductive Logic Programming, ILP-98, held in Madison, Wisconsin, USA, in July 1998. The 27 revised full papers presented together with the abstracts of three invited talks were carefully reviewed and selected for inclusion in the book. All relevant aspects of inductive logic programming are covered ranging from theory to implementations and applications.
Author : Louis M. Pereira
Publisher : Springer Science & Business Media
ISBN 13 : 9783540594673
Total Pages : 248 pages
Book Rating : 4.5/5 (946 download)
Download or read book Non-Monotonic Extensions of Logic Programming written by Louis M. Pereira and published by Springer Science & Business Media. This book was released on 1995-06-20 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume is based on papers presented during the ICLP '94 Workshop on Nonmonotonic Extensions of Logic Programming and on papers solicited afterwards from key researchers participating in the workshop. In total 10 carefully refereed, revised, full research papers on semantics and computational aspects of logic programs are included. Logic programs rely on a nonmonotonic operator often referred to as negation by failure or negation by default. The nonmonoticity of this operator allows to apply results from the area of nonmonotonic theories to the investigation of logic programs (and vice versa). This volume is devoted to the interdependence of nonmonotonic formalisms and logic programming.
Author : Maurizio Proietti
Publisher : Springer Science & Business Media
ISBN 13 : 9783540609391
Total Pages : 284 pages
Book Rating : 4.6/5 (93 download)
Download or read book Logic Program Synthesis and Transformation written by Maurizio Proietti and published by Springer Science & Business Media. This book was released on 1996-03-06 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 5th International Workshop on Logic Program Synthesis and Transformation, LOPSTR'95, held in Utrecht, The Netherlands in September 1995. The 19 papers included were selected from 40 workshop submissions; they offer a unique up-to-date account of the use of formal synthesis and transformation techniques for computer-aided development of logic programs. Among the topics addressed are deductive and inductive program synthesis, synthesis models based on constructive type theory, program specification, program analysis, theorem proving, and applications to various types of programs.
Author : Malik Ghallab
Publisher :
ISBN 13 : 9784274900648
Total Pages : 422 pages
Book Rating : 4.9/5 (6 download)
Download or read book New Directions in AI Planning written by Malik Ghallab and published by . This book was released on 1996 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Pawel Cichosz
Publisher : John Wiley & Sons
ISBN 13 : 111833258X
Total Pages : 717 pages
Book Rating : 4.1/5 (183 download)
Download or read book Data Mining Algorithms written by Pawel Cichosz and published by John Wiley & Sons. This book was released on 2015-01-27 with total page 717 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Mining Algorithms is a practical, technically-oriented guide to data mining algorithms that covers the most important algorithms for building classification, regression, and clustering models, as well as techniques used for attribute selection and transformation, model quality evaluation, and creating model ensembles. The author presents many of the important topics and methodologies widely used in data mining, whilst demonstrating the internal operation and usage of data mining algorithms using examples in R.
Author : Peter Hoschka
Publisher : CRC Press
ISBN 13 : 1000105962
Total Pages : 322 pages
Book Rating : 4.0/5 (1 download)
Download or read book Computers As Assistants written by Peter Hoschka and published by CRC Press. This book was released on 2021-01-31 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computer systems based on the notion of the computer as assistant have recently become the focus of intense interest. The expanding role of the computer in everyday life and the growing number of untrained users make it necessary to think about new ways of dividing labor between humans and machines. Future systems must take on more tasks and perform them more competently and autonomously than existing systems. If they are to be adequately flexible and responsive to complexity, they cannot automate their performance completely. The aim of designers should be to create computer systems with capabilities similar to those of good assistants in the real world. Effective assistance has many characteristics. An assistant is expected to be competent in some domains of expertise, to know the limits of his/her knowledge, to be able to process inexact instructions from clients, to adjust to and learn from them, to explain his/her behavior and suggestions, and to support clients in communication and cooperation with other people. This book believes that such capabilities can be built into computer systems. To that end, the chapter contributors discuss the concepts and methods--particularly from the fields of artificial intelligence and computer-supported cooperative work (CSCW)--that they have drawn from to develop successful system prototypes. They present several of these prototypes including assistants for graphics design, knowledge discovery in data bases, coordination support, organizational memory, user interface design, and knowledge base construction. As such, this volume helps map out the future for all those involved in computer systems design.
Author : S. G. Tzafestas
Publisher : World Scientific
ISBN 13 : 9789810228309
Total Pages : 656 pages
Book Rating : 4.2/5 (283 download)
Download or read book Knowledge Based Systems written by S. G. Tzafestas and published by World Scientific. This book was released on 1997 with total page 656 pages. Available in PDF, EPUB and Kindle. Book excerpt: The field of knowledge-based systems (KBS) has expanded enormously during the last years, and many important techniques and tools are currently available. Applications of KBS range from medicine to engineering and aerospace.This book provides a selected set of state-of-the-art contributions that present advanced techniques, tools and applications. These contributions have been prepared by a group of eminent researchers and professionals in the field.The theoretical topics covered include: knowledge acquisition, machine learning, genetic algorithms, knowledge management and processing under uncertainty, conflict detection and resolution, structured knowledge architectures, and natural language-based man-machine communication.The Applications include: Real-time decision support, system fault diagnosis, quality assessment, manufacturing production, robotic assembly, and robotic welding.The reader can save considerable time in searching the scattered literature in the field, and can find here a powerful set of how-to-do issues and results.
