Download Algorithmic Learning Theory: 9th International Conference, by Michael M. Richter, Carl H. Smith, Rolf Wiehagen, Thomas PDF

By Michael M. Richter, Carl H. Smith, Rolf Wiehagen, Thomas Zeugmann

This quantity comprises the entire papers awarded on the 9th foreign Con- rence on Algorithmic studying concept (ALT’98), held on the eu schooling centre Europ¨aisches Bildungszentrum (ebz) Otzenhausen, Germany, October eight{ 10, 1998. The convention was once backed through the japanese Society for Arti cial Intelligence (JSAI) and the college of Kaiserslautern. Thirty-four papers on all points of algorithmic studying thought and comparable components have been submitted, all electronically. Twenty-six papers have been accredited through this system committee according to originality, caliber, and relevance to the speculation of computer studying. also, 3 invited talks offered through Akira Maruoka of Tohoku collage, Arun Sharma of the college of latest South Wales, and Stefan Wrobel from GMD, respectively, have been featured on the convention. we want to specific our honest gratitude to our invited audio system for sharing with us their insights on new and intriguing advancements of their parts of study. This convention is the 9th in a chain of annual conferences tested in 1990. The ALT sequence makes a speciality of all components with regards to algorithmic studying thought together with (but no longer restricted to): the speculation of laptop studying, the layout and research of studying algorithms, computational good judgment of/for desktop discovery, inductive inference of recursive services and recursively enumerable languages, studying through queries, studying via arti cial and organic neural networks, trend attractiveness, studying through analogy, statistical studying, Bayesian/MDL estimation, inductive good judgment programming, robotics, software of studying to databases, and gene analyses.

Show description

Read or Download Algorithmic Learning Theory: 9th International Conference, ALT’98 Otzenhausen, Germany, October 8–10, 1998 Proceedings PDF

Best data mining books

Metadata and Semantic Research: Third International Conference, MTSR 2009, Milan, Italy, October 1-2, 2009. Proceedings (Communications in Computer and Information Science)

This quantity constitutes the chosen paqpers of the 3rd foreign convention on Metadata and Semantic study, MTSR 2009, held in Milan, Italy, in September/October 2009. in an effort to provide a unique point of view within which either theoretical and alertness elements of metadata examine give a contribution within the progress of the world, this booklet mirrors the constitution of the Congress, grouping the papers into 3 major different types: 1) theoretical learn: effects and recommendations, 2) purposes: case reviews and suggestions, three) specified music: metadata and semantics for agriculture, nutrients and setting.

Data Mining in Biomedicine Using Ontologies (Artech House Series Bioinformatics & Biomedical Imaging)

An ontology is a collection of vocabulary phrases with explicitly acknowledged meanings and family members with different phrases. shortly, more and more ontologies are being outfitted and used for annotating information in biomedical study. due to the large volume of knowledge being generated, ontologies at the moment are getting used in several methods, together with connecting various databases, refining seek features, examining experimental/clinical info, and inferring wisdom.

Incomplete Information System and Rough Set Theory: Models and Attribute Reductions

"Incomplete details approach and tough Set concept: versions and characteristic discounts" covers theoretical research of generalizations of tough set version in quite a few incomplete details structures. It discusses not just the typical attributes but in addition the factors within the incomplete details platforms. in keeping with sorts of tough set types, the ebook provides the sensible ways to compute a number of reducts when it comes to those versions.

Advances in Intelligent Data Analysis XIII: 13th International Symposium, IDA 2014, Leuven, Belgium, October 30 – November 1, 2014. Proceedings

This ebook constitutes the refereed convention lawsuits of the thirteenth overseas convention on clever facts research, which used to be held in October/November 2014 in Leuven, Belgium. The 33 revised complete papers including three invited papers have been rigorously reviewed and chosen from 70 submissions dealing with every kind of modeling and research equipment, without reference to self-discipline.

Extra resources for Algorithmic Learning Theory: 9th International Conference, ALT’98 Otzenhausen, Germany, October 8–10, 1998 Proceedings

Sample text

A framework for inductive logic programming. In Stephen Muggleton, editor, Inductive Logic Programming, pages 193 { 212. Academic Press, London, New York, 1992. [FPSS96] Usama M. Fayyad, Gregory Piatetsky-Shapiro, and Padhraic Smyth. From data mining to knowledge discovery: An overview. In Usama M. Fayyad, Gregory Piatetsky-Shapiro, Padhraic Smyth, and Ramasamy Uthurusamy, editors, Advances in Knowledge Discovery and Data Mining, chapter 1, pages 1 { 34. AAAI/MIT Press, Cambridge, USA, 1996. [GJ79] Michael R.

Technical Report PRG-TR-27-97, Oxford University, Oxford, UK, 1997. [Sta94] Irene Stahl. Properties of inductive logic programming in function-free horn logic. In Machine Learning: ECML-94 (Proc. Seventh European Conference on Machine Learning), pages 423 { 426, Berlin, New York, 1994. Springer Verlag. [WD95] Stefan Wrobel and Saso Dzeroski. The ilp description learning problem: Towards a general model-level de nition of data mining in ilp. In K. Morik and J. Herrmann, editors, Proc. Fachgruppentre en Maschinelles Lernen (FGML-95), 44221 Dortmund, 1995.

Learning logical de nitions from relations. Machine Learning, 5(3):239 { 266, 1990. [Qui93] J. Ross Quinlan. 5 | programs for machine learning. Morgan Kaufman, San Mateo, CA, 1993. Accompanying software available. [RLD93] L. De Raedt, N. Lavrac, and S. Dzeroski. Multiple predicate learning. In Proceedings of the 13th International Joint Conference on Arti cial Intelligence. Morgan Kaufmann, 1993. A. Robinson. A machine-oriented logic based on the resolution principle. JACM, 12(1):23{41, January 1965.

Download PDF sample

Rated 4.36 of 5 – based on 12 votes