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61.
Marek Reformat Ronald R. Yager 《Soft Computing - A Fusion of Foundations, Methodologies and Applications》2008,12(6):543-558
A pervasive task in many forms of human activity is classification. Recent interest in the classification process has focused
on ensemble classifier systems. These types of systems are based on a paradigm of combining the outputs of a number of individual
classifiers. In this paper we propose a new approach for obtaining the final output of ensemble classifiers. The method presented
here uses the Dempster–Shafer concept of belief functions to represent the confidence in the outputs of the individual classifiers.
The combing of the outputs of the individual classifiers is based on an aggregation process which can be seen as a fusion
of the Dempster rule of combination with a generalized form of OWA operator. The use of the OWA operator provides an added
degree of flexibility in expressing the way the aggregation of the individual classifiers is performed. 相似文献
62.
Published online: 18 September 2001 相似文献
63.
R. Feng Jon G. Houseman A. E. R. Downe J. T. Arnason 《Journal of chemical ecology》1993,19(9):2047-2054
The biochemical basis for the tolerance of the European corn borer,Ostrinia nubilalis, to the phototoxin-terthienyl was investigated by measuring the midgut polysubstrate monooxygenases and glutathioneS-transferase activities.-Terthienyl administered in the diet to the corn borers increased the level of cytochromeb
5, NADH-cytochromec reductase,O-demethylase, and glutathioneS-transferase activities. The induced detoxification enzyme activities should enable the corn borer to metabolize-terthienyl more efficiently and therefore render the corn borer highly tolerant to-terthienyl. 相似文献
64.
Marek A. Suchenek 《Journal of Automated Reasoning》1993,10(2):237-263
This paper investigates a consistent versioncwa s of Reiter's closed-world assumptioncwa. It provides a syntactic characterization of minimal entailment ? min : for every ∨-sentence ? and for every ∨-theory Σ, $$\varphi \varepsilon cwa_S \left( \sum \right)iff\sum \vdash _{min} \varphi .$$ A version of this characterization remains valid if not all relations are subject to minimization. These two characterizations do not use the domain-closure axiom nor the unique-names assumptionuna, although they may be easily modified to ones that incorporateuna. A similar result for Herbrand entailment ? Her , by means of generalized domain-closure axiomdca s , is provided: for every ∨-sentence ? and every ∨-theory Σ, $$\varphi \varepsilon dca_S \left( \sum \right)iff\sum \vdash _{Her} \varphi .$$ Finally, a syntactic characterization of domain-minimal entailment ? dom in terms of a versionmda s of minimal-domain assumption is shown: for every ∨-sentence ? and for every ∨-theory Σ, $$\varphi \varepsilon mda_S \left( \sum \right)iff\sum \vdash _{dom} \varphi .$$ The proving power of these entailments is then evaluated. In particular, it is shown that (1) neither ? min nor its versions are strong enough to derive positive sentences from Σ unless they are first-order provable from Σ however, a double application of ? min has enough power to derive such positive sentences; (2) ? Her has the strength of infinitary rule of inference but cannot derive existential nor quantifier-free sentences from Σ unless they are first-order provable from Σ (3) ? Her and ? dom can derive from Σ certain positive facts about = which are otherwise unprovable from Σ and (4) ? dom cannot derive from Σ sentences without positive occurrences of = unless they are first-order provable from Σ. Moreover, the paper relatescwa s to Reiter'scwa and to Minker's generalized closed-world assumptionGCWA and its extension. 相似文献
65.
This work will present a review of the concept of classifier combination based on the combined discriminant function. We will present a Bayesian approach, in which the discriminant function assumes the role of the posterior probability. We will propose a probabilistic interpretation of expert rules and conditions of knowledge consistency for expert rules and learning sets. We will suggest how to measure the quality of learning materials and we will use the measure mentioned above for an algorithm that eliminates contradictions in the rule set. In this work several recognition algorithms will be described, based on either: (i) pure rules, or; (ii) rules together with learning sets. Furthermore, the original concept of information unification, which enables the formation of rules on the basis of learning set or learning set on the basis of rules will be proposed. The obtained conclusions will serve as a spring‐board for the formulation of new project guidelines for this type of decision‐making system. At the end, experimental results of the proposed algorithms will be presented, both from computer generated data and for a real problem from the medical diagnostics field. 相似文献
66.
Filter-driven optimization based on the extended Kalman filter concept is used here for the numerical solution of crack and
flaw identification problems in elastodynamics. The mechanical modeling of the studied two-dimensional problem, which includes
the effect of unilateral contact along the sides of the crack, is done with the help of the boundary element method. The effect
of various dynamical test loads and the applicability of this method for crack and defect identification in disks are investigated.
The work has been supported by the German Research Foundation (DFG). Partial support has been provided by a Greek-German Research
Cooperation Grant (IKYDA2001). This support is greatfully acknowledged. 相似文献
67.
Marek Engelhardt Martin Schanz Georgios E. Stavroulakis Heinz Antes 《Optimization and Engineering》2006,7(1):63-79
An inverse problem in engineering mechanics is considered where the position and the geometry of three-dimensional, ellipsoidal
defects are identified by using measurements of the mechanical response under static loading on the external surface of the
structure. The problem is solved by appropriate combination of genetic optimization (GO) and boundary element method (BEM)
and following previously published two-dimensional problems. The three-dimensional case presents some additional difficulties.
Furthermore, the function of several genetic operators and the effect of the parameters of genetic optimization on the efficiency
of the solution has been numerically examined. 相似文献
68.
Stern Emily R.; Horvitz Jon C.; C?té Lucien J.; Mangels Jennifer A. 《Canadian Metallurgical Quarterly》2005,19(1):54
The authors explored the effect of Parkinson's disease (PD) on the generation and maintenance of response readiness in a simple reaction time task. They compared performance of idiopathic PD patients without dementia, age-matched controls, and younger controls over short (1-, 3-, and 6-s) and long (12- and 18-s) foreperiod intervals. After each trial, the authors probed memory for visual information that also had to be maintained during the trial interval. Patients and controls did not differ overall in their ability to maintain readiness over long delays. However, within the PD group only, errors in maintaining visual information were correlated with difficulty in maintaining readiness, suggesting that systems impaired in PD may facilitate the maintenance of processing in both motor and cognitive domains. (PsycINFO Database Record (c) 2010 APA, all rights reserved) 相似文献
69.
Psychoanalysis today is largely a psychology of consciousness: Post- and neo-Freudians form a marginalized community within North America in comparison to contemporary relational and intersubjective theorists, who emphasize the phenomenology of lived conscious experience, dyadic attachments, affective attunement, social construction, and mutual recognition over the role of insight and interpretation. Despite the rich historical terrain of theoretical variation and advance, many contemporary approaches have displaced the primacy of the unconscious. Notwithstanding the theoretical hairsplitting that historically occurs across the psychoanalytic domain, one is beginning to see with increasing force and clarity what S. Mitchell and L. Aron (1999) referred to as the emergence of a new tradition, namely, relational psychoanalysis. Having its edifice in early object relations theory, the British middle school and American interpersonal traditions, and self psychology, relationality is billed as "a distinctly new tradition" (Mitchell & Aron, 1999, p. x). What is being labeled as the American middle group of psychoanalysis (C. Spezzano, 1997), relational and intersubjective theory have taken center stage. It may be argued, however, that contemporary relational and intersubjective perspectives have failed to be properly critiqued from within their own school of discourse. The scope of this article is largely preoccupied with tracing (a) the philosophical underpinnings of contemporary relational theory, (b) its theoretical relation to traditional psychoanalytic thought, (c) clinical implications for therapeutic practice, and (d) its intersection with points of consilience that emerge from these traditions. (PsycINFO Database Record (c) 2010 APA, all rights reserved) 相似文献
70.
Maner Jon K.; Kenrick Douglas T.; Becker D. Vaughn; Robertson Theresa E.; Hofer Brian; Neuberg Steven L.; Delton Andrew W.; Butner Jonathan; Schaller Mark 《Canadian Metallurgical Quarterly》2005,88(1):63
Results from 2 experimental studies suggest that self-protection and mate-search goals lead to the perception of functionally relevant emotional expressions in goal-relevant social targets. Activating a self-protection goal led participants to perceive greater anger in Black male faces (Study 1) and Arab faces (Study 2), both out-groups heuristically associated with physical threat. In Study 2, participants' level of implicit Arab-threat associations moderated this bias. Activating a mate-search goal led male, but not female, participants to perceive more sexual arousal in attractive opposite-sex targets (Study 1). Activating these goals did not influence perceptions of goal-irrelevant targets. Additionally, participants with chronic self-protective and mate-search goals exhibited similar biases. Findings are consistent with a functionalist, motivation-based account of interpersonal perception. (PsycINFO Database Record (c) 2010 APA, all rights reserved) 相似文献