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The Nature of Statistical Learning Theory
, 1999
"... Statistical learning theory was introduced in the late 1960’s. Until the 1990’s it was a purely theoretical analysis of the problem of function estimation from a given collection of data. In the middle of the 1990’s new types of learning algorithms (called support vector machines) based on the deve ..."
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Cited by 12976 (32 self)
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theoretical and algorithmic aspects of the theory. The goal of this overview is to demonstrate how the abstract learning theory established conditions for generalization which are more general than those discussed in classical statistical paradigms and how the understanding of these conditions inspired new
SoftwareIntensive Systems and New Computing ParadigmsContents
"... selfaware, eternal systems, softwareevolution ..."
Computation = Selfassembly + Conformational Change: Toward New Computing Paradigms
 Department of Mathematics, School of Education, Waseda University
, 1999
"... . Molecular Computing is a novel computing paradigm recently emerged from and stimulated by a groundbreaking wet lab experimental work by Adleman in 1994. Since then, a great number of computation models have been proposed in the context of both biomolecular experiments and theoretical computer scie ..."
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Cited by 1 (1 self)
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science (e.g., [2, 3, 7, 9, 10, 11, 13, 17, 19, 20]), trying to break through the socalled NPcompleteness barrier or to establish new computation paradigms with universal capability. This paper proposes new computing paradigms based on selfassembly and conformational change. These two principles have
New Computing Paradigms and Health Care Management: innovation, requirements and technology
"... Abstract: In order to improve health care services, administrations need to deploy a variety of channels for service delivery –channels that allow users to consume their services anytime, anywhere and anyhow. This work proposes a system architecture that benefits from new computing paradigms such a ..."
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Abstract: In order to improve health care services, administrations need to deploy a variety of channels for service delivery –channels that allow users to consume their services anytime, anywhere and anyhow. This work proposes a system architecture that benefits from new computing paradigms
New Computing Paradigms Suggested by DNA Computing: Computing by Carving
 4TH INT. MEETING ON DNABASED COMPUTING
, 1998
"... Inspired by the experiments in the emerging area of DNA computing, a somewhat unusual type of a computation strategy was recently proposed by one of us: generate a (large) set of candidate solutions of a problem, then remove the nonsolutions such that what remains is the set of solutions. This has ..."
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Cited by 7 (1 self)
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Inspired by the experiments in the emerging area of DNA computing, a somewhat unusual type of a computation strategy was recently proposed by one of us: generate a (large) set of candidate solutions of a problem, then remove the nonsolutions such that what remains is the set of solutions. This has
The Ant System: Optimization by a colony of cooperating agents
 IEEE TRANSACTIONS ON SYSTEMS, MAN, AND CYBERNETICSPART B
, 1996
"... An analogy with the way ant colonies function has suggested the definition of a new computational paradigm, which we call Ant System. We propose it as a viable new approach to stochastic combinatorial optimization. The main characteristics of this model are positive feedback, distributed computation ..."
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Cited by 1241 (45 self)
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An analogy with the way ant colonies function has suggested the definition of a new computational paradigm, which we call Ant System. We propose it as a viable new approach to stochastic combinatorial optimization. The main characteristics of this model are positive feedback, distributed
DNA computing: a new computational paradigm using molecules
, 1999
"... DNA computing appeared in the literature in 1994 when Leonard Adleman suggested to solve an NPcomplete problem by using DNA molecules. Since one can store a large amount of molecules in a small volume, and since it is possible to apply operations to all of them in parallel, the result is a surprisi ..."
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DNA computing appeared in the literature in 1994 when Leonard Adleman suggested to solve an NPcomplete problem by using DNA molecules. Since one can store a large amount of molecules in a small volume, and since it is possible to apply operations to all of them in parallel, the result is a
Random Oracles are Practical: A Paradigm for Designing Efficient Protocols
, 1995
"... We argue that the random oracle model  where all parties have access to a public random oracle  provides a bridge between cryptographic theory and cryptographic practice. In the paradigm we suggest, a practical protocol P is produced by first devising and proving correct a protocol P R for the ..."
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Cited by 1643 (75 self)
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for the random oracle model, and then replacing oracle accesses by the computation of an "appropriately chosen" function h. This paradigm yields protocols much more efficient than standard ones while retaining many of the advantages of provable security. We illustrate these gains for problems including
Mixed methods research: A research paradigm whose time has come
 EDUCATIONAL RESEARCHER
, 2004
"... ..."
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