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Page 1812 of Mathematical Reviews Vol. , Issue 96c
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1996
Mathematical Reviews
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presence of finitely or infinitely many irrelevant attributes. ...
In learning a concept, a learner may observe a great many more attributes than those that the concept depends upon, and in some sense the presence of extra, irrelevant attributes does not change the underlying ...
Survey on Noise Estimation and Removal Methods through SVM
2014
International Journal of Computer Applications
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There is a noise or irrelevant data present in datasets which leads to poor result so to remove those meaningless data some approaches are introduced for better result. ...
SVM have been discovered as one of the successful classification techniques for many areas and application and it works on different datasets and gives appropriate result. ...
Because of this reason, the real finite-dimensional space is mapped into a much higher-dimensional or infinite space, probably making the easier division in that space. ...
doi:10.5120/15014-3297
fatcat:bbuqythkgfeldmxvazqdxosakm
Scaling up Machine Learning Algorithms for Large Datasets
2016
International Journal of Science and Research (IJSR)
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However, in many domains, the size of the datasets available now is so large and powerful learning algorithms are needed to learn from infinite data in finite time. ...
Machine Learning is the field of study that gives computers the ability to learn without being explicitly programmed. ...
Although this approach has excellent asymptotic accuracy, a little thought reveals that the presence of irrelevant attributes should considerably slow the rate of learning. ...
doi:10.21275/v5i1.nov152582
fatcat:hxx22f7k2ff43jndvgpxv4ejsy
Universality Class of Nonequilibrium Phase Transitions with Infinitely Many Absorbing States
2002
Physical Review Letters
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2002 pre-print arXiv:cond-mat/0209202v1 fatcat:kmfoauvdfzfmlgpohxsgpoarrq
We provide the exponents governing the critical behavior close to or at the transition point to first order in a 6-d expansion. ...
The pair contact process, stochastic fixed-energy sandpiles, activated random walks and many other cellular automata or reaction-diffusion processes are covered by our analysis. ...
We recall that there are many obstacles on the numerical side: the impossibility to use simple finite-size scaling relations (due to the presence of a dangerously irrelevant operator). ...
doi:10.1103/physrevlett.89.190602
pmid:12443109
fatcat:tzvaoi2gjjhulidu2fbaqjery4
A Simple Evaluation Model for Feature Subset Selection Algorithms
2006
Inteligencia Artificial
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To accomplish this task, FSS removes irrelevant and/or redundant features, as they may decrease data quality and reduce several of the desired properties of classifiers induced by supervised learning algorithms ...
by different FSS algorithms, as well as the reduction in the number of features. ...
The remaining authors would like to thank the support of the Institute of Advanced Technologies and Innovation (Brazil) -ITAI -and the Brazilian Itaipu Technological Park Foundation -FPTI. ...
doi:10.4114/ia.v10i32.923
fatcat:iyi7bpdef5evhjj332vf4js3da
Extremely randomized trees
[chapter]
2010
Automation and Control Engineering
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In the extreme case, it builds totally randomized trees whose structures are independent of the output values of the learning sample. ...
We evaluate the robustness of the default choice of this parameter, and we also provide insight on how to adjust it in particular situations. ...
of the curse of dimensionality in the presence of irrelevant variables. ...
doi:10.1201/9781439821091-a1
fatcat:ohwtpeeabfhsjorvstsswimxiu
Spinoza and Jewish Averroism: The Textual Evidence
2020
سلسلة أبحاث المؤتمر السنوی الدولی کیف نقرأ الفلسفة
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In the same direction, proposition 22 says: "Whatever follows from some attribute of God, insofar as the attribute is modified by a modification that exists necessarily and as infinite through that same ...
In fact, Harry Wolfson tried to trace the presence of the ideas of Crescas and Gersonides in Spinoza's philosophy, but he forgot to notice that this presence means the implicit transference of Averroean ...
doi:10.21608/philos.2020.154542
fatcat:2jsd42e2nfchtd6u7bancpep2y
When is 'nearest neighbour' meaningful: A converse theorem and implications
2009
Journal of Complexity
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of distance concentration in high dimensional problems plays a role in making the data hard or easy to work with. ...
After numerically validating our findings, we examine real data situations in two different areas (text-based document collections and gene expression arrays), which suggest that the presence or absence ...
The results suggest that the presence or absence of distance concentration is a major cause for the success or failure of automated data analysis. ...
doi:10.1016/j.jco.2009.02.011
fatcat:yhwjcumjhnggnclrgrxjlinccu
A Semi-Potential for Finite and Infinite Games in Extensive Form
2019
Dynamic Games and Applications
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For infinite games in extensive form we can retain convergence to a Nash equilibrium (in some sense), if the preferences are given by continuous payoff functions; or obtain a transfinite convergence if ...
Thus, we obtain a candidate notion for rationality in the presence of irrational agents. ...
Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution ...
doi:10.1007/s13235-019-00301-7
fatcat:kptrzsblgnazbb3xi2m342rxri
Preface: DGAA 2nd Special Issue on Mean Field Games
2014
Dynamic Games and Applications
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For infinite games in extensive form we can retain convergence to a Nash equilibrium (in some sense), if the preferences are given by continuous payoff functions; or obtain a transfinite convergence if ...
Thus, we obtain a candidate notion for rationality in the presence of irrational agents. ...
Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution ...
doi:10.1007/s13235-014-0104-4
fatcat:rimij6yliffcbgm2zuvoepiwga
The Finite Domain Constraint Solver of SWI-Prolog
[chapter]
2012
Lecture Notes in Computer Science
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the full semantics of constraint reification. ...
The library is entirely written in Prolog and can be easily ported to other Prolog systems that support attributed variables. ...
Above all, I thank Lisa Marie and Maggy Zitz for giving me the motivation and energy to finish this paper, and their great example of working, writing and living. ...
doi:10.1007/978-3-642-29822-6_24
fatcat:xodl55jv3vdlbajf2qi465xdgy
Decentralizing SDN Policies
2015
Proceedings of the 42nd Annual ACM SIGPLAN-SIGACT Symposium on Principles of Programming Languages - POPL '15
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In practice, having the controller handle events limits the network scalability. ...
Network operators can run both in-house and third-party SDN programs on top of the controller, e.g., to specify routing and access control policies. ...
Next, we precisely formulate the notions involved in defining the decentralization problem. Events. Q is a finite set of event attributes. ...
doi:10.1145/2676726.2676990
dblp:conf/popl/PadonIKLSS15
fatcat:fz2wxrltxrfwhjhkxskwuleugm
Decentralizing SDN Policies
2015
SIGPLAN notices
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In practice, having the controller handle events limits the network scalability. ...
Network operators can run both in-house and third-party SDN programs on top of the controller, e.g., to specify routing and access control policies. ...
Next, we precisely formulate the notions involved in defining the decentralization problem. Events. Q is a finite set of event attributes. ...
doi:10.1145/2775051.2676990
fatcat:uwkbcu7qeffwvbxd6iszjar7py
Syntax at Age Two: Cross-Linguistic Differences1
2010
Language Acquisition
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This suggests that the presence of Crisma's effect in Germanic may be due to verb movement rather than the presence of CP material. ...
process of learning the target language. ...
doi:10.1080/10489221003621167
fatcat:3mgvighnlzgdfilxcluepdq77y
Chomsky's Nativism: A Critical Review
2000
The Analysis of Verbal Behavior
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His arguments, which are detailed, polemical, and persuasive, are evidently inspiring to a thriving school of linguists and to many laymen with an interest in language and philosophy. ...
Noam Chomsky holds that it is, or, more accurately, that the hypothesis that it is innate is the only coherent and plausible one that has yet been proposed to account for the acquisition of language. ...
A language, we are told, is "a set (finite or infinite) of sentences, each finite in length and constructed out of a finite set of elements" (Chomsky, 1957, p. 13). ...
doi:10.1007/bf03392954
pmid:22477212
pmcid:PMC2755455
fatcat:gphy23dewjbsri7gmmdhesttea
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