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Books in Computer science

The Computing collection presents a range of foundational and applied content across computer and data science, including fields such as Artificial Intelligence; Computational Modelling; Computer Networks, Computer Organization & Architecture, Computer Vision & Pattern Recognition, Data Management; Embedded Systems & Computer Engineering; HCI/User Interface Design; Information Security; Machine Learning; Network Security; Software Engineering.

  • Machine Learning Proceedings 1990

    Proceedings of the Seventh International Conference on Machine Learning, University of Texas, Austin, Texas, June 21-23 1990
    • 1st Edition
    • Bruce Porter + 1 more
    • English
    Machine Learning: Proceedings of the Seventh International Conference (1990) covers the research results from 12 disciplines of machine learning represented at the Seventh International Conference on Machine Learning, held on June 21-23, 1990 at the University of Texas in Austin. The book focuses on the progress in the interest in machine learning, including methodologies, approaches, and techniques. The selection first offers information on knowledge acquisition from examples using maximal representation learning, performance analysis of a probabilistic inductive learning system, and a comparative study of ID3 and backpropagation for English text-to-speech mapping. The text then examines learning from data with bounded inconsistency, improving fit-and-split algorithms, and an incremental method for finding multivariate splits for decision trees. Topics include issues for decision-tree induction, learning and approximation, conceptual-set-cover... algorithm, bounded inconsistency, implementation, and examples of incremental processes. The publication ponders on incremental induction of topologically minimal trees, rational analysis of categorization, search control, utility, and concept induction, graph clustering and model learning by data compression, and an analysis of representation shift in concept learning. Learning procedures by environment-driven constructive induction and improving the performance of genetic algorithms in automated discovery of parameters are also discussed. The selection is a valuable source of data for researchers interested in machine learning.

  • Real Time Programming 1986

    Proceedings of the 14th IFAC/IFIP Workshop, Lake Balaton, Hungary, 26-28 May 1986
    • 1st Edition
    • J. Szlanko
    • English
    The 1986 IFAC/IFIP Workshop on real-time programming represents the 14th meeting of this workshop since it was first organized in 1971. Traditionally a meeting of a small number of experts, the papers presented at this meeting concentrate on the topics of real-time environment and executives, software development tools and languages, and special real-time applications. The continuing progress being made in this field of programming is amply reflected by the papers and should be of interest to anyone wishing to be kept up to date in the field.

  • Software Defined Networks

    A Comprehensive Approach
    • 1st Edition
    • Paul Goransson + 1 more
    • English
    Software Defined Networks discusses the historical networking environment that gave rise to SDN, as well as the latest advances in SDN technology. The book gives you the state of the art knowledge needed for successful deployment of an SDN, including: How to explain to the non-technical business decision makers in your organization the potential benefits, as well as the risks, in shifting parts of a network to the SDN model How to make intelligent decisions about when to integrate SDN technologies in a network How to decide if your organization should be developing its own SDN applications or looking to acquire these from an outside vendor How to accelerate the ability to develop your own SDN application, be it entirely novel or a more efficient approach to a long-standing problem

  • Distributed Computer Control Systems 1994

    • 1st Edition
    • J.A. De La Puente + 1 more
    • English
    One of the most important issues in the development of distributed computer control systems is the ability to build software and hardware which is both reliable and time deterministic; this is an area where control engineering and computer science naturally meet.This publication brings together the latest key papers on research and development in this field, allowing cross-fertilization between the two engineering disciplines involved and allowing both academics and industrial practitioners to find new insights and learn from each other's views.

  • Computer Applications in Biotechnology

    • 1st Edition
    • A. Munack + 1 more
    • English
    The 6th Computer Applications in Biotechnology (CAB6) conference was a continuation of 2 series of events: the IFAC symposia on Modelling and Control of Biotechnical Processes and the International Conferences on Computer Applications in Fermentation Technology. This conference provided the opportunity for both sides, leading researchers and industrial practitioners, in this interdisciplinary field to exchange new ideas and technology; concepts and solutions. This postprint volume contains all those papers which were presented at the conference.

  • COLT '91

    Proceedings of the Fourth Annual Workshop, UC Santa Cruz, California, August 5-7, 1991
    • 1st Edition
    • COLT
    • English
    COLT '91: Proceedings of the Fourth Annual Workshop on Computational Learning Theory covers the papers presented at the Fourth Workshop on Computational Learning Theory, held at the University of California at Santa Cruz on August 5-7, 1991. The book focuses on quantitative theories of machine learning. The selection first offers information on the role of learning in autonomous robots; tracking drifting concepts using random examples; investigating the distribution assumptions in the PAC learning model; and simultaneous learning of concepts and simultaneous estimation of probabilities.The text then examines the calculation of the learning curve of Bayes optimal classification algorithm for learning a perceptron with noise and a geometric approach to threshold circuit complexity. The manuscript takes a look at learning curves in large neural networks, learnability of infinitary regular sets, and learning monotone DNF with an incomplete membership oracle. Topics include monotone DNF learning algorithm, difficulties in learning infinitary regular sets, learning of a perception rule, and annealed approximation. The book also examines the fast identification of geometric objects with membership queries and a loss bound model for on-line stochastic prediction strategies. The selection is a valuable source of information for researchers interested in the computational learning theory.

  • Systems Engineering in Public Administration

    Proceedings of the IFIP TC8/WG8.5 Working Conference on Systems Engineering in Public Administration, Luneburg, Germany, 3-5 March 1993
    • 1st Edition
    • Volume 36
    • H.E.G. Bonin
    • English
    The complexity of large systems in public administration progresses in terms of both quality and quantity year after year. Mastering complex systems is therefore assuming an increasing dominance in this area. Learning to master evolving systems needs at least a foundation in science and engineering know-how. The relationship between the professionals, such as system engineers viewing from the outside and the beneficiaries, such as public administration officials using the computer systems on the inside is therefore of prime importance if the many problems are to be solved.This book does not attempt to provide definitive answers but rather aims to give shape to our visions and ideas and to stimulate further discussion and research.

  • Data Communication Systems and Their Performance

    Proceedings of the IFIP TC6 Fourth International Conference on Data Communication Systems and Their Performance, Barcelona, Spain, 20-22 June, 1990
    • 1st Edition
    • G. Pujolle + 1 more
    • English
    The research papers in this volume describe recent, original developments in techniques, tools and applications in the area of communication system performance. Involved in the project are researchers from the world's leading universities, research institutes and companies.

  • Interoperable Database Systems (DS-5)

    Proceedings of the IFIP WG2.6 Database Semantics Conference on Interoperable Database Systems (DS-5) Lorne, Victoria, Australia, 16-20 November, 1992
    • 1st Edition
    • Volume 25
    • D.K. Hsiao + 2 more
    • English
    The proliferation of databases within organizations have made it imperative to allow effective sharing of information from these disparate database systems. In addition, it is desirable that the individual systems must maintain a certain degree of autonomy over their data in order to continue to provide for their existing applications and to support controlled access to their information. Thus it becomes necessary to develop new techniques and build new functionality to interoperate these autonomous database systems and to integrate them into an overall information system. Research into interoperable database systems has advanced substantially over recent years in response to this need.The papers presented in this volume cover a wide spectrum of both theoretical and pragmatic issues related to the semantics of interoperable database systems. Topics covered include techniques to support the translation between database schema and between database languages; object oriented frameworks for supporting interoperability of heterogeneous databases, knowledge base integration and techniques for overcoming schematic discrepancies in interoperable databases. In addition, there are papers addressing issues of security transaction processing, data modelling and object identification in interoperable database systems. It is hoped the publication will represent a valuable collective contribution to research and development in the field for database researchers, implementors, designers, application builders and users alike.

  • Software for Computer Control 1986

    Selected Papers from the Fourth IFAC/IFIP Symposium, Graz, Austria, 20-23 May 1986
    • 1st Edition
    • D. Florian + 1 more
    • English
    This volume studies the advances of software for computers, their development, applications and management. Topics covered include software project management, real time languages and their uses, and computer aided design techniques. The book also discusses how far artificial intelligence is integrated with business and industry to give a complete overview of the role of computer systems today.

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