WorldCat Identities

Hayes-Roth, Frederick

Overview
Works: 99 works in 214 publications in 2 languages and 3,071 library holdings
Genres: Conference papers and proceedings 
Roles: Author, Editor
Classifications: QA76.9.E96, 001.642
Publication Timeline
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Most widely held works about Frederick Hayes-Roth
 
Most widely held works by Frederick Hayes-Roth
Building expert systems by Frederick Hayes-Roth( Book )

24 editions published between 1983 and 1987 in 3 languages and held by 1,013 WorldCat member libraries worldwide

Building an expert system; Evaluating and expert system; Expert system tools; A typical problem for expert systems
Pattern-directed inference systems by Workshop on Pattern-Directed Inference Systems( Book )

17 editions published between 1978 and 1983 in English and Undetermined and held by 405 WorldCat member libraries worldwide

Radical simplicity : transforming computers into me-centric appliances by Frederick Hayes-Roth( Book )

8 editions published between 2002 and 2003 in English and held by 156 WorldCat member libraries worldwide

Cognitive processes in planning : a report by Barbara Hayes-Roth( Book )

3 editions published in 1978 in English and held by 99 WorldCat member libraries worldwide

An investigation of tools for building expert systems : prepared for the National Science Foundation by D. A Waterman( Book )

3 editions published in 1982 in English and held by 93 WorldCat member libraries worldwide

Rationale and motivation for ROSIE( Book )

4 editions published in 1981 in English and held by 84 WorldCat member libraries worldwide

Knowledge acquisition, knowledge programming, and knowledge refinement by Frederick Hayes-Roth( Book )

3 editions published in 1980 in English and held by 81 WorldCat member libraries worldwide

Network structures for distributed situation assessment : a report prepared for Defense Advanced Research Projects Agency by Robert Wesson( Book )

2 editions published in 1980 in English and held by 77 WorldCat member libraries worldwide

Machine-aided heuristic programming : a paradigm for knowledge engineering by Jack Mostow( Book )

4 editions published in 1979 in English and held by 67 WorldCat member libraries worldwide

Cognitive economy by Douglas B Lenat( Book )

3 editions published in 1979 in English and held by 67 WorldCat member libraries worldwide

Knowledge acquisition from structural descriptions by Frederick Hayes-Roth( Book )

10 editions published in 1976 in English and held by 67 WorldCat member libraries worldwide

The learning machine described in this paper acquires concepts representable as conjunctive forms of the predicate calculus and behaviors representable as productions (antecedent-consequent pairs of such conjunctive forms): these concepts and behavior rules are inferred from sequentially presented pairs of examples by an algorithm that is probably effective for a wide variety of problems. A method for inducing knowledge by abstracting such representations from a sequence of training examples is described. The proposed learning method, interference matching, induces abstractions by finding regional properties common to two or more exemplars. Three tasks solved by a program that performs an interference matching algorithm are presented. Several problems concerning the relational representation of examples and the induction of knowledge by interference matching are also discussed. The similarities between this task and other computer science problems are indicated, and directions for future research are considered. (Author/JEG)
Learning by Example by Frederick Hayes-Roth( Book )

3 editions published in 1977 in English and held by 63 WorldCat member libraries worldwide

One of the most typical ways in which people learn is by inferring general rules from examples. In recent years, significant progress has been made toward understanding how learning from examples can occur, determining when it does occur, and identifying conditions that promote it. This paper reviews these results and then suggests a program of research and application that exploits improved understanding of this powerful basis for learning. (Author)
Matching and abstraction in knowledge systems by Frederick Hayes-Roth( Book )

5 editions published in 1980 in English and held by 63 WorldCat member libraries worldwide

The first problem is creating what I'll call a 'Knowledge System, ' putting into the computer what people have variously called knowledge, or representations of interesting relationships, or expertise, like what a word means, or how it ought to generate inferences. The second one is getting the system to work. The first problem is a human and theoretical limitation; the second is an engineering limitation. And the third problem is a methodological one. Most of the interesting problems that humans solve are not sovled by following a particular algorithm deterministically to some simple solution. Rather, solutions are usually selected from a large set of possible, more or less 'good' answers to a question; that is, a simple question to retrieve some information usually produces a number of partially correct responses, and that produces a requirement to search a set of alternatives for the preferred ones
Machine methods for acquiring, learning, and applying knowledge( Book )

3 editions published in 1978 in English and held by 62 WorldCat member libraries worldwide

Advice-taking and knowledge refinement : an iterative view of skill acquisition by Frederick Hayes-Roth( Book )

4 editions published in 1980 in English and held by 60 WorldCat member libraries worldwide

This paper discusses skill development as an iterative process that coverts advice into plans and, ultimately, converts these plans into behaviors. An overall model is summarized. While this framework treats learning as a largely domain-independent enterprise, it motivates two caveats. First, we believe every skill is largely domain-dependent. Whatever domain independence exists is attributable to the general skills that underlie initial skill acquisition and subsequent skill improvement. Initial skill acquisition depends on the general and complex advice-taking skills of understanding and knowledge programming. In this paper, we have developed many aspects of the advice-taking process. The second phase of learning also employs numerous and relatively general skills. In this phase, diagnostic and learning rules identify and rectify erroneous bits of knowledge. The second caveat on domain-independence recognizes the important role that domain knowledge plays in diagnosis and refinement. A learner's ability to apply diagnosis and learning rules will also depend on his or her familiarity with and expertise in the problem domain. Although these heuristic and learning rules are domain-independent, to apply these rules a learner must be able to reason deductively about and with the entailments of his or her domain knowledge
The role of partial and best matches in knowledge systems by Frederick Hayes-Roth( Book )

5 editions published in 1977 in English and held by 59 WorldCat member libraries worldwide

This paper is a theoretical discussion of several functions of knowledge systems based on the idea of partial matching, that is, comparison of two or more descriptions by identification of their similarities. Several knowledge system functions are described in terms of partial or best matchings including analogical reasoning, inductive inference, predicate discovery, pattern-directed inference, semantic interpretation, and speech and image understanding. It is difficult to determine admissible algorithms for these functions; economical solutions seem to be possible only for globally organized knowledge bases. Examples are provided and directions for research are discussed. (Author/SD)
Concept learning and the recognition and classification of exemplars by Barbara Hayes-Roth( Book )

4 editions published in 1977 in English and held by 57 WorldCat member libraries worldwide

A model is proposed for concept learning and subsequent recognition and classification of OLD and NEW exemplars. The model, called the 'property-set model', assumes that a learned exemplar is encoded in memory as a set of the component properties and combinations of properties of the exemplar. Recognition of a presented exemplar is assumed to be an increasing function of the memory strengths of its component property-sets, while classification of the exemplar is determined by its most diagnostic property-set. This model is contrasted with a number of alternative models, including prototype-plus-transformation, feature-frequency, and nearest neighbor models. In an experimental evaluation of alternative models, subjects attempted to learn two concepts by classifying exemplars in an anticipation paradigm. They then performed recognition and classification tasks with particular exemplars. On a within-subject basis, the property-set model was the best predictor of both recognition and classification performance. (Author)
An overview of pattern-directed inference systems by D. A Waterman( Book )

3 editions published in 1978 in English and held by 57 WorldCat member libraries worldwide

AI for systems management by Frederick Hayes-Roth( Book )

5 editions published in 1981 in English and held by 55 WorldCat member libraries worldwide

Distinguishing theories of representation : a critique of Anderson's "Arguments concerning mental imagery" by Frederick Hayes-Roth( Book )

3 editions published in 1978 in English and held by 55 WorldCat member libraries worldwide

 
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Radical simplicity : transforming computers into me-centric appliances
Alternative Names
Chejes-Rot, F.

Hayes-Roth, F.

Hayes-Roth, F. (Frederick)

Hayes-Roth, Frederick

Hayes-Roth, Rick

Hayes-Roth, Rick, 1947-

Hejes-Rot, F.

Kheĭes-Rot, F.

Rick Hayes-Roth Professor, Truth Seal Corp. Founder, Entrepreneur, AI Fellow

Roth, Frederick Hayes-.

Roth, Frederick Hayes- 1947-

Хейес-Рот, Ф 1947-

ヘイズ=ロス, フレデリック

Languages
English (110)

Russian (4)

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