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Steven L. Salzberg

Learning with Nested Generalized Exemplars

gebondenEngels9780792391104 31-5-1990

Machine Learning is one of the oldest and most intriguing areas of Ar tificial Intelligence. From the moment that computer visionaries first began to conceive the potential for general-purpose symbolic computa tion, the concept of a machine that could learn by itself has been an ever present goal. Meer

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Gerald DeJong

Investigating Explanation-Based Learning

gebondenEngels9780792391258 31-10-1992

Explanation-Based Learning (EBL) can generally be viewed as substituting background knowledge for the large training set of exemplars needed by conventional or empirical machine learning systems. Meer

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Foundations of Real-Time Computing: Scheduling and Resource Management

gebondenEngels9780792391661 31-7-1991

This volume contains a selection of papers that focus on the state-of the-art in real-time scheduling and resource management. Preliminary versions of these papers were presented at a workshop on the foundations of real-time computing sponsored by the Office of Naval Research in October, 1990 in Washington, D. Meer

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Real-Time Systems Engineering and Applications

gebondenEngels9780792391968 31-3-1992

Real-Time Systems Engineering and Applications is a well-structured collection of chapters pertaining to present and future developments in real-time systems engineering. Meer

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Natural Language Processing: The PLNLP Approach

gebondenEngels9780792392798 31-10-1992

Natural language is easy for people and hard for machines. For two generations, the tantalizing goal has been to get computers to handle human languages in ways that will be compelling and useful to people. Meer

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Compiling Parallel Loops for High Performance Computers

gebondenEngels9780792392835 31-10-1992

4. 2 Code Segments . . . . . . . . Meer

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Artificial Neural Networks

gebondenEngels9780792392972 31-12-1992

1.1 Overview We are living in a decade recently declared as the "Decade of the Brain". Neuroscientists may soon manage to work out a functional map of the brain, thanks to technologies that open windows on the mind. Meer

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Janet L. Kolodner

Case-Based Learning

gebondenEngels9780792393436 30-4-1993

Case-based reasoning means reasoning based on remembering previous experiences. A reasoner using old experiences (cases) might use those cases to suggest solutions to problems, to point out potential problems with a solution being computed, to interpret a new situation and make predictions about what might happen, or to create arguments justifying some conclusion. Meer

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Vijay K. Naik

Multiprocessing

gebondenEngels9780792393702 31-7-1993

Multiprocessing: Trade-Offs in Computation and Communication presents an in-depth analysis of several commonly observed regular and irregular computations for multiprocessor systems. Meer

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Ryszard S. Michalski

Multistrategy Learning

gebondenEngels9780792393740 30-6-1993

Most machine learning research has been concerned with the development of systems that implememnt one type of inference within a single representational paradigm. Meer

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Larry R. Medsker

Hybrid Neural Network and Expert Systems

gebondenEngels9780792394235 31-12-1993

Hybrid Neural Network and Expert Systems presents the basics of expert systems and neural networks, and the important characteristics relevant to the integration of these two technologies. Meer

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Gregory Grefenstette

Explorations in Automatic Thesaurus Discovery

gebondenEngels9780792394686 31-7-1994

Explorations in Automatic Thesaurus Discovery presents an automated method for creating a first-draft thesaurus from raw text. It describes natural processing steps of tokenization, surface syntactic analysis, and syntactic attribute extraction. Meer

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Foundations of Dependable Computing

gebondenEngels9780792394846 31-10-1994

Foundations of Dependable Computing: Models and Frameworks for Dependable Systems presents two comprehensive frameworks for reasoning about system dependability, thereby establishing a context for understanding the roles played by specific approaches presented in this book's two companion volumes. Meer

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Parallel Language and Compiler Research in Japan

gebondenEngels9780792395065 31-8-1995

Parallel Language and Compiler Research in Japan offers the international community an opportunity to learn in-depth about key Japanese research efforts in the particular software domains of parallel programming and parallelizing compilers. Meer

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Random Generation of Trees

gebondenEngels9780792395287 31-12-1994

Random Generation of Trees is about a field on the crossroads between computer science, combinatorics and probability theory. Computer scientists need random generators for performance analysis, simulation, image synthesis, etc. Meer

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Pierre Flener

Logic Program Synthesis from Incomplete Information

gebondenEngels9780792395324 31-12-1994

Program synthesis is a solution to the software crisis. If we had a program that develops correct programs from specifications, then program validation and maintenance would disappear from the software life-cycle, and one could focus on the more creative tasks of specification elaboration, validation, and maintenance, because replay of program development would be less costly. Meer

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Mendel Rosenblum

The Design and Implementation of a Log-structured file system

gebondenEngels9780792395416 31-12-1994

Computersystemsresearch is heavilyinfluencedby changesincomputertechnol ogy. As technology changes alterthe characteristics ofthe underlying hardware com ponents of the system, the algorithms used to manage the system need to be re examinedand newtechniques need to bedeveloped. Meer

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Dieter Fensel

The Knowledge Acquisition and Representation Language, KARL

gebondenEngels9780792396017 31-8-1995

Within the framework of so-called second generation expert systems [62] knowledge modeling is one of the most important aspects. On the one hand, knowledge acquisition is no longer seen as a knowledge transfer process, rather it is now considered as model construction process which is typically a cyclic and error prone process. Meer

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Performance and Reliability Analysis of Computer Systems

gebondenEngels9780792396505 30-11-1995

Performance and Reliability Analysis of Computer Systems: An Example-Based Approach Using the SHARPE Software Package provides a variety of probabilistic, discrete-state models used to assess the reliability and performance of computer and communication systems. Meer

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Tools and Environments for Parallel and Distributed Systems

gebondenEngels9780792396758 29-2-1996

Developing correct and efficient software is far more complex for parallel and distributed systems than it is for sequential processors. Some of the reasons for this added complexity are: the lack of a universally acceptable parallel and distributed programming paradigm, the criticality of achieving high performance, and the difficulty of writing correct parallel and distributed programs. Meer

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