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wyszukanych pozycji: 12
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Intelligent Data Analysis in Medicine and Pharmacology
ISBN: 9780792380009 / Angielski / Twarda / 1997 / 310 str. Termin realizacji zamówienia: ok. 20 dni roboczych. Intelligent data analysis, data mining and knowledge discovery in databases have recently gained the attention of a large number of researchers and practitioners. This is witnessed by the rapidly increasing number of submissions and participants at related conferences and workshops, by the emergence of new journals in this area (e.g., Data Mining and Knowledge Discovery, Intelligent Data Analysis, etc.), and by the increasing number of new applications in this field. In our view, the awareness of these challenging research fields and emerging technologies has been much larger in industry than...
Intelligent data analysis, data mining and knowledge discovery in databases have recently gained the attention of a large number of researchers and pr...
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cena:
778,22 zł |
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Foundations of Rule Learning
ISBN: 9783642430466 / Angielski / Miękka / 2014 / 334 str. Termin realizacji zamówienia: ok. 20 dni roboczych. Rules - the clearest, most explored and best understood form of knowledge representation - are particularly important for data mining, as they offer the best tradeoff between human and machine understandability. This book presents the fundamentals of rule learning as investigated in classical machine learning and modern data mining. It introduces a feature-based view, as a unifying framework for propositional and relational rule learning, thus bridging the gap between attribute-value learning and inductive logic programming, and providing complete coverage of most important elements of rule...
Rules - the clearest, most explored and best understood form of knowledge representation - are particularly important for data mining, as they offer t...
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cena:
233,28 zł |
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Inductive Logic Programming: 7th International Workshop, ILP-97, Prague, Czech Republic, September 17-20, 1997, Proceedings
ISBN: 9783540635147 / Angielski / Miękka / 1997 / 318 str. Termin realizacji zamówienia: ok. 20 dni roboczych. This book constitutes the refereed proceedings of the 7th International Workshop on Inductive Logic Programming, ILP-97, held in Prague, Czech Republic, in September 1997.
The volume presents revised versions of nine papers in long version and 17 short papers accepted after a thorough reviewing process. Also included are three invited papers by Usama Fayyad, Jean-Francois Puget, and Georg Gottlob. Among the topics addressed are various logic programming issues, natural language processing, speech processing, abductive learning, data mining, knowledge discovery, and relational database... This book constitutes the refereed proceedings of the 7th International Workshop on Inductive Logic Programming, ILP-97, held in Prague, Czech Republi...
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cena:
194,52 zł |
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Inductive Logic Programming: 18th International Conference, ILP 2008 Prague, Czech Republic, September 10-12, 2008, Proceedings
ISBN: 9783540859277 / Angielski / Miękka / 2008 / 358 str. Termin realizacji zamówienia: ok. 20 dni roboczych. The 18th International Conference on Inductive Logic Programming was held in Prague, September 10-12, 2008. ILP returned to Prague after 11 years, and it is tempting to look at how the topics of interest have evolved during that time. The ILP community clearly continues to cherish its beloved ?rst-order logic representation framework. This is legitimate, as the work presented at ILP 2008 demonstrated that there is still room for both extending established ILP approaches (such as inverse entailment) and exploring novel logic induction frameworks (such as brave induction). Besides the topics...
The 18th International Conference on Inductive Logic Programming was held in Prague, September 10-12, 2008. ILP returned to Prague after 11 years, and...
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cena:
194,52 zł |
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Machine Learning: ECML-95: 8th European Conference on Machine Learning, Heraclion, Crete, Greece, April 25 - 27, 1995. Proceedings
ISBN: 9783540592860 / Angielski / Miękka / 1995 / 376 str. Termin realizacji zamówienia: ok. 20 dni roboczych. 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. This volume constitutes the proceedings of the Eighth European Conference on Machine Learning ECML-95, held in Heraclion, Crete in April 1995.
Besi... |
cena:
194,52 zł |
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Representation Learning: Propositionalization and Embeddings
ISBN: 9783030688196 / Angielski / Miękka / 2022 / 180 str. Termin realizacji zamówienia: ok. 20 dni roboczych. This monograph addresses advances in representation learning, a cutting-edge research area of machine learning. Representation learning refers to modern data transformation techniques that convert data of different modalities and complexity, including texts, graphs, and relations, into compact tabular representations, which effectively capture their semantic properties and relations. The monograph focuses on (i) propositionalization approaches, established in relational learning and inductive logic programming, and (ii) embedding approaches, which have gained popularity with recent advances...
This monograph addresses advances in representation learning, a cutting-edge research area of machine learning. Representation learning refers to mode...
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cena:
583,65 zł |
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Foundations of Rule Learning
ISBN: 9783540751960 / Angielski / Twarda / 2012 / 334 str. Termin realizacji zamówienia: ok. 20 dni roboczych. This book reviews the basics of rule learning as applied to classical machine learning and modern data mining. It connects attribute-value learning with inductive logic programming, and offers complete coverage of most important elements of rule learning.
This book reviews the basics of rule learning as applied to classical machine learning and modern data mining. It connects attribute-value learning wi...
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cena:
291,81 zł |
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Discovery Science: 9th International Conference, DS 2006, Barcelona, Spain, October 7-10, 2006, Proceedings
ISBN: 9783540464914 / Angielski / Miękka / 2006 / 386 str. Termin realizacji zamówienia: ok. 20 dni roboczych. The 9th International Conference on Discovery Science (DS 2006) was held in Barcelona, Spain, on 7-10 October 2006. The conference was collocated with the 17th International Conference on Algorithmic Learning Theory (ALT 2006). The two conferences shared the invited talks. This LNAI volume, containing the proceedings of the 9th International C- ference onDiscoveryScience, is structured in three parts. The ?rstpart contains the papers/abstracts of the invited talks, the second part contains the accepted long papers, and the third part the accepted regular (short) papers. Out of 87 submitted...
The 9th International Conference on Discovery Science (DS 2006) was held in Barcelona, Spain, on 7-10 October 2006. The conference was collocated with...
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cena:
194,52 zł |
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Advances in Intelligent Data Analysis VII: 7th International Symposium on Intelligent Data Analysis, IDA 2007, Ljubljana, Slovenia, September 6-8, 2007, Proceedings
ISBN: 9783540748243 / Angielski / Miękka / 2007 / 382 str. Termin realizacji zamówienia: ok. 20 dni roboczych. Weareproudtopresenttheproceedingsoftheseventhbiennialconferenceinthe Intelligent Data Analysis series. The conference took place in Ljubljana, Slo- nia, September 6-8, 2007. IDA continues to expand its scope, quality and size. It started as a small side-symposium as part of a larger conference in 1995 in Baden-Baden(Germany).It quickly attractedmoreinterest in both submissions and attendance as it moved to London (1997) and then Amsterdam (1999). The next three meetings were held in Lisbon (2001), Berlin (2003) and then Madrid in 2005. The improving quality of the submissions has enabled the...
Weareproudtopresenttheproceedingsoftheseventhbiennialconferenceinthe Intelligent Data Analysis series. The conference took place in Ljubljana, Slo- ni...
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cena:
194,52 zł |
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Relational Data Mining
ISBN: 9783540422891 / Angielski / Twarda / 2001 / 398 str. Termin realizacji zamówienia: ok. 20 dni roboczych. As the first book devoted to relational data mining, this coherently written multi-author monograph provides a thorough introduction and systematic overview of the area. The first part introduces the reader to the basics and principles of classical knowledge discovery in databases and inductive logic programming; subsequent chapters by leading experts assess the techniques in relational data mining in a principled and comprehensive way; finally, three chapters deal with advanced applications in various fields and refer the reader to resources for relational data mining.
This book will... As the first book devoted to relational data mining, this coherently written multi-author monograph provides a thorough introduction and systematic ov...
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cena:
389,09 zł |
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Machine Learning: ECML 2003: 14th European Conference on Machine Learning, Cavtat-Dubrovnik, Croatia, September 22-26, 2003, Proceedings
ISBN: 9783540201212 / Angielski / Miękka / 2003 / 512 str. Termin realizacji zamówienia: ok. 20 dni roboczych. The proceedings of ECML/PKDD2003 are published in two volumes: the P- ceedings of the 14th European Conference on Machine Learning (LNAI 2837) and the Proceedings of the 7th European Conference on Principles and Practice of Knowledge Discovery in Databases (LNAI 2838). The two conferences were held on September 22-26, 2003 in Cavtat, a small tourist town in the vicinity of Dubrovnik, Croatia. As machine learning and knowledge discovery are two highly related ?elds, theco-locationofbothconferencesisbene?cialforbothresearchcommunities.In Cavtat, ECML and PKDD were co-located for the third time...
The proceedings of ECML/PKDD2003 are published in two volumes: the P- ceedings of the 14th European Conference on Machine Learning (LNAI 2837) and the...
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cena:
389,09 zł |
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Knowledge Discovery in Databases: PKDD 2003: 7th European Conference on Principles and Practice of Knowledge Discovery in Databases, Cavtat-Dubrovnik, Croatia, September 22-26, 2003, Proceedings
ISBN: 9783540200857 / Angielski / Miękka / 2003 / 512 str. Termin realizacji zamówienia: ok. 20 dni roboczych. The proceedings of ECML/PKDD2003 are published in two volumes: the P- ceedings of the 14th European Conference on Machine Learning (LNAI 2837) and the Proceedings of the 7th European Conference on Principles and Practice of Knowledge Discovery in Databases (LNAI 2838). The two conferences were held on September 22-26, 2003 in Cavtat, a small tourist town in the vicinity of Dubrovnik, Croatia. As machine learning and knowledge discovery are two highly related ?elds, theco-locationofbothconferencesisbene?cialforbothresearchcommunities.In Cavtat, ECML and PKDD were co-located for the third time...
The proceedings of ECML/PKDD2003 are published in two volumes: the P- ceedings of the 14th European Conference on Machine Learning (LNAI 2837) and the...
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cena:
389,09 zł |
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