Download PDF by D. Paul Benjamin (auth.), Pavel B. Brazdil, Kurt Konolige: Machine Learning, Meta-Reasoning and Logics

By D. Paul Benjamin (auth.), Pavel B. Brazdil, Kurt Konolige (eds.)

ISBN-10: 1461289068

ISBN-13: 9781461289067

ISBN-10: 1461316413

ISBN-13: 9781461316411

This ebook features a choice of papers awarded on the foreign Workshop laptop studying, Meta-Reasoning and Logics held in inn de Mar in Sesimbra, Portugal, 15-17 February 1988. the entire papers have been edited afterwards. The Workshop encompassed numerous fields of man-made Intelligence: desktop studying, trust Revision, Meta-Reasoning and Logics. the target of this Workshop used to be not just to deal with the typical concerns in those parts, but in addition to check tips on how to intricate cognitive architectures for platforms able to studying from adventure, revising their ideals and reasoning approximately what they understand. Acknowledgements The enhancing of this ebook has been supported via COST-13 venture computer studying and information Acquisition funded by means of the fee o/the ecu groups which has lined a considerable a part of the prices. different sponsors who've supported this paintings have been Junta Nacional de lnvestiga~ao Cientlfica (JNICT), lnstituto Nacional de lnvestiga~ao Cientlfica (INIC), Funda~ao Calouste Gulbenkian. I desire to show my gratitude to some of these associations. ultimately my exact because of Paula Pereira and AnaN ogueira for his or her assist in getting ready this quantity. This paintings integrated retyping the entire texts and getting ready the camera-ready replica. creation 1 1. Meta-Reasoning and laptop studying the 1st bankruptcy is worried with the position meta-reasoning performs in clever platforms able to studying. As we will be able to see from the papers that seem during this bankruptcy, there are essentially assorted faculties of thought.

Show description

Read or Download Machine Learning, Meta-Reasoning and Logics PDF

Similar nonfiction_8 books

Machine Learning, Meta-Reasoning and Logics by D. Paul Benjamin (auth.), Pavel B. Brazdil, Kurt Konolige PDF

This e-book includes a choice of papers offered on the overseas Workshop computing device studying, Meta-Reasoning and Logics held in resort de Mar in Sesimbra, Portugal, 15-17 February 1988. all of the papers have been edited afterwards. The Workshop encompassed a number of fields of synthetic Intelligence: desktop studying, trust Revision, Meta-Reasoning and Logics.

Download e-book for kindle: Coupled Oscillating Neurons by Ian Stewart (auth.), John Gerald Taylor BA, BSc, MA, PhD,

This quantity comprises court cases of the one-day convention on "Coupled Oscillating Neurons" held at King's collage, London on December thirteenth, 1990. the topic is presently of accelerating curiosity to neurophysiologists, neural community researchers, utilized mathematicians and physicists. The papers try to conceal the key parts of the topic, because the titles point out.

Download e-book for iPad: A Revision of the Genus Acromastigum by Alexander W. Evans

The writer's genusAcromastigum( I zero) illustrates terminal branching from either lateral and ventral segments and is the single genus of the Hepaticae with which the latter kind of branching has been linked. The branches bobbing up during this unprecedented demeanour are flagelliform in personality, and every indicates on the base a slim and incomplete underleaf.

Read e-book online Vaccines: Recent Trends and Progress PDF

The good fortune of vaccination in controlling infectious ailments is easily documented. although, low profitability, fee and legal responsibility have hindered learn and improvement of vaccines. lately, expanding recognition (enhanced by means of the AIDS pandemic) of the necessity to conquer such problems has ended in steps being taken through nationwide specialists, non-profit and advertisement organisations to unravel them.

Additional info for Machine Learning, Meta-Reasoning and Logics

Sample text

In cases where little or no structuring information is available for the version space for a given node, the connectionist approach can help to induce additional structure and generate new terms to simplify the overall concept description. From the point of view of the connectionist enterprise, the knowledge-based derivation of the tree-structured bias provides an ideal way to integrate prior knowledge into a connectionist learning system, since it strongly restricts the typically enormous weight spaces that would otherwise be searched.

The natural process for identifying the correct rule is simply to identify the correct rule for each subtree in a bottomup fashion, by generating experiments that vary the features in the subtree, keeping other features constant. Since, by construction, internal modes of the tree are not easily observable, the induction process is far trivial. Warmuth (personal communication) has shown that a general solution to this problem using random sampling is intractable if one-way functions exist. , experiments) is unknown.

This section concludes with a brief discussion on the use of nonmonotonic reasoning to handle noise in the domain or observations that are inconsistent with the original bias. e. the candidate concept descriptions. Effectively, each C. will resolve against an instance that contradicts it, with the J help of the articulation theory ThQ' Thus as more instances are observed, the DDA will shrink, retaining only those concept descriptions that are consistent with all the instances. 5 shows the resolution process for the simple case of the version space for a single unary predicate, with one negative instance and one positive instance.

Download PDF sample

Machine Learning, Meta-Reasoning and Logics by D. Paul Benjamin (auth.), Pavel B. Brazdil, Kurt Konolige (eds.)


by Kenneth
4.0

Rated 4.40 of 5 – based on 12 votes