WorldCat Identities

Lavrač, Nada

Overview
Works: 268 works in 518 publications in 3 languages and 5,632 library holdings
Genres: Conference papers and proceedings 
Roles: Author, Editor, Other, Thesis advisor, Interviewee, Creator, Author of introduction, ed
Publication Timeline
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Most widely held works by Nada Lavrač
Discovery science : 9th international conference, DS 2006, Barcelona, Spain, October 7-10, 2006 ; proceedings by Ljupčo Todorovski( )

15 editions published in 2006 in English and held by 526 WorldCat member libraries worldwide

This book constitutes the refereed proceedings of the 9th International Conference on Discovery Science, DS 2006, held in Barcelona, Spain in October 2006, co-located with the 17th International Conference on Algorithmic Learning Theory, ALT 2006. The 23 revised long papers and the 18 revised regular papers presented together with 5 invited papers were carefully reviewed and selected from 87 submissions. The papers cover all issues in the area of automating scientific discovery or working on tools for supporting the human process of discovery in science. They address theoretical and methodological topics such as intelligent data analysis, knowledge discovery and machine learning, as well as their application to scientific knowledge discovery
Advances in intelligent data analysis VII : 7th International Symposium on Intelligent Data Analysis, IDA 2007, Ljubljana, Slovenia, September 6-8, 2007 : proceedings by M Berthold( )

15 editions published in 2007 in English and held by 519 WorldCat member libraries worldwide

This book constitutes the refereed proceedings of the 7th International Conference on Intelligent Data Analysis, IDA 2007, held in Ljubljana, Slovenia, September 6-8, 2007. The 33 revised papers presented were carefully reviewed and selected from almost 100 submissions. All current aspects of this interdisciplinary field are addressed; the areas covered include statistics, machine learning, data mining, classification and pattern recognition, clustering, applications, modeling, and interactive dynamic data visualization
Inductive logic programming : 18th international conference, ILP 2008, Prague, Czech Republic, September 10-12, 2008 : proceedings by Jaime G Carbonell( )

20 editions published between 1997 and 2008 in English and held by 514 WorldCat member libraries worldwide

This book constitutes the refereed proceedings of the 18th International Conference on Inductive Logic Programming, ILP 2008, held in Prague, Czech Republic, in September 2008. The 20 revised full papers presented together with the abstracts of 5 invited lectures were carefully reviewed and selected during two rounds of reviewing and improvement from 46 initial submissions. All current topics in inductive logic programming are covered, ranging from theoretical and methodological issues to advanced applications. The papers present original results in the first-order logic representation framework, explore novel logic induction frameworks, and address also new areas such as statistical relational learning, graph mining, or the semantic Web
Machine learning : ECML-95 : 8th European Conference on Machine Learning, Heraclion, Crete, Greece, April 25-27, 1995 : proceedings by Nada Lavrač( )

23 editions published in 1995 in 3 languages and held by 487 WorldCat member libraries worldwide

"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."--PUBLISHER'S WEBSITE
Artificial intelligence in medicine : 13th Conference on Artificial Intelligence in Medicine, AIME 2011, Bled, Slovenia, July 2-6, 2011 ; proceedings by Mor Peleg( )

8 editions published in 2011 in English and Undetermined and held by 422 WorldCat member libraries worldwide

This book constitutes the refereed proceedings of the 13th Conference on Artificial Intelligence in Medicine, AIME 2011, held in Bled, Slovenia, in July 2011. The 42 revised full and short papers presented together with 2 invited talks were carefully reviewed and selected from 113 submissions. The papers are organized in topical sections on knowledge-based systems; data mining; special session on AI applications; probabilistic modeling and reasoning; terminologies and ontologies; temporal reasoning and temporal data mining; therapy planning, scheduling and guideline-based care; and natural language processing
Foundations of rule learning by Johannes Fürnkranz( )

13 editions published between 2011 and 2012 in English and held by 407 WorldCat member libraries worldwide

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 learning. The book can be used as a textbook for teaching machine learning, as well as a comprehensive reference to research in the field of inductive rule learning. As such, it targets students, researchers and developers of rule learning algorithms, presenting the fundamental rule learning concepts in sufficient breadth and depth to enable the reader to understand, develop and apply rule learning techniques to real-world data
Inductive logic programming : 7th international workshop, ILP-97, Prague, Czech Republic, September 17-20, 1997 : proceedings by Nada Lavrač( Book )

18 editions published in 1997 in English and held by 382 WorldCat member libraries worldwide

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 systems
Knowledge discovery in databases: PKDD 2003 : 7th European Conference on Principles and Practice of Knowledge Discovery in Databases, Cavtat-Dubronik, Croatia, September 22-26, 2003 : proceedings by Nada Lavrač( )

27 editions published between 2000 and 2003 in English and held by 375 WorldCat member libraries worldwide

This book constitutes the refereed proceedings of the 7th European Conference on Principles and Practice of Knowledge Discovery in Databases, PKDD 2003, held in Cavtat-Dubrovnik, Croatia in September 2003 in conjunction with ECML 2003. The 40 revised full papers presented together with 4 invited contributions were carefully reviewed and, together with another 40 ones for ECML 2003, selected from a total of 332 submissions. The papers address all current issues in data mining and knowledge discovery in databases including data mining tools, association rule mining, classification, clustering, pattern mining, multi-relational classifiers, boosting, kernel methods, learning Bayesian networks, inductive logic programming, user preferences mining, time series analysis, multi-view learning, support vector machine, pattern mining, relational learning, categorization, information extraction, decision making, prediction, and decision trees
Machine learning : ECML 2003 : 14th European Conference on Machine Learning, Cavtat-Dubrovnik, Croatia, September 22-26, 2003 : proceedings by Nada Lavrač( )

23 editions published in 2003 in English and Undetermined and held by 365 WorldCat member libraries worldwide

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
Relational data mining by Sašo Džeroski( Book )

13 editions published between 2001 and 2010 in English and German and held by 303 WorldCat member libraries worldwide

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 become a valuable source of reference for R & D professionals active in relational data mining. Students as well as IT professionals and ambitioned practitioners interested in learning about relational data mining will appreciate the book as a useful text and gentle introduction to this exciting new field
KARDIO : a study in deep and qualitative knowledge for expert systems by Ivan Bratko( Book )

12 editions published between 1988 and 1989 in English and held by 206 WorldCat member libraries worldwide

Inductive logic programming : techniques and applications by Nada Lavrač( Book )

12 editions published between 1993 and 1994 in English and held by 200 WorldCat member libraries worldwide

Intelligent data analysis in medicine and pharmacology by Nada Lavrač( Book )

16 editions published between 1996 and 1997 in English and Undetermined and held by 145 WorldCat member libraries worldwide

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 in medicine and pharmacology. The main purpose of this book is to present the various techniques and methods that are available for intelligent data analysis in medicine and pharmacology, and to present case studies of their application. Intelligent Data Analysis in Medicine and Pharmacology consists of selected (and thoroughly revised) papers presented at the First International Workshop on Intelligent Data Analysis in Medicine and Pharmacology (IDAMAP-96) held in Budapest in August 1996 as part of the 12th European Conference on Artificial Intelligence (ECAI-96), IDAMAP-96 was organized with the motivation to gather scientists and practitioners interested in computational data analysis methods applied to medicine and pharmacology, aimed at narrowing the increasing gap between excessive amounts of data stored in medical and pharmacological databases on the one hand, and the interpretation, understanding and effective use of stored data on the other hand. Besides the revised Workshop papers, the book contains a selection of contributions by invited authors. The expected readership of the book is researchers and practitioners interested in intelligent data analysis, data mining, and knowledge discovery in databases, particularly those who are interested in using these technologies in medicine and pharmacology. Researchers and students in artificial intelligence and statistics should find this book of interest as well. Finally, much of the presented material will be interesting to physicians and pharmacologists challenged by new computational technologies, or simply in need of effectively utilizing the overwhelming volumes of data collected as a result of improved computer support in their daily professional practice
Progress in machine learning : proceedings of EWSL 87, 2nd European Working Session on Learning, Bled, Yugoslavia, May 1987 by European Working Session on Learning( Book )

10 editions published in 1987 in English and held by 82 WorldCat member libraries worldwide

Prolog through examples by Igor Kononenko( Book )

12 editions published between 1987 and 1988 in English and held by 67 WorldCat member libraries worldwide

Data mining and decision support : integration and collaboration by Dunja Mladenić( )

4 editions published in 2003 in English and held by 66 WorldCat member libraries worldwide

Data mining deals with finding patterns in data that are by user-definition, interesting and valid. It is an interdisciplinary area involving databases, machine learning, pattern recognition, statistics, visualization and others. Decision support focuses on developing systems to help decision-makers solve problems. Decision support provides a selection of data analysis, simulation, visualization and modeling techniques, and software tools such as decision support systems, group decision support and mediation systems, expert systems, databases and data warehouses. Independently, data mining and decision support are well-developed research areas, but until now there has been no systematic attempt to integrate them. Data Mining and Decision Support: Integration and Collaboration, written by leading researchers in the field, presents a conceptual framework, plus the methods and tools for integrating the two disciplines and for applying this technology to business problems in a collaborative setting
Discovery Science (vol. # 4265) : 9th International Conference, DS 2006, Barcelona, Spain, October 7-10, 2006, Proceedings by Nada Lavrač( )

6 editions published in 2006 in English and held by 34 WorldCat member libraries worldwide

Metode in meritve v električni stimulaciji ekstremitet by Miroljub Kljajić( Book )

5 editions published between 1987 and 1993 in Slovenian and English and held by 7 WorldCat member libraries worldwide

FES walking after incomplete SCI by Tadej Bajd( )

2 editions published in 1998 in English and held by 6 WorldCat member libraries worldwide

 
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WorldCat IdentitiesRelated Identities
Discovery science : 9th international conference, DS 2006, Barcelona, Spain, October 7-10, 2006 ; proceedings Discovery Science (vol. # 4265) : 9th International Conference, DS 2006, Barcelona, Spain, October 7-10, 2006, Proceedings
Covers
Advances in intelligent data analysis VII : 7th International Symposium on Intelligent Data Analysis, IDA 2007, Ljubljana, Slovenia, September 6-8, 2007 : proceedingsInductive logic programming : 18th international conference, ILP 2008, Prague, Czech Republic, September 10-12, 2008 : proceedingsMachine learning : ECML-95 : 8th European Conference on Machine Learning, Heraclion, Crete, Greece, April 25-27, 1995 : proceedingsArtificial intelligence in medicine : 13th Conference on Artificial Intelligence in Medicine, AIME 2011, Bled, Slovenia, July 2-6, 2011 ; proceedingsFoundations of rule learningInductive logic programming : 7th international workshop, ILP-97, Prague, Czech Republic, September 17-20, 1997 : proceedingsKnowledge discovery in databases: PKDD 2003 : 7th European Conference on Principles and Practice of Knowledge Discovery in Databases, Cavtat-Dubronik, Croatia, September 22-26, 2003 : proceedingsMachine learning : ECML 2003 : 14th European Conference on Machine Learning, Cavtat-Dubrovnik, Croatia, September 22-26, 2003 : proceedings
Alternative Names
Lavrač, N.

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