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Page 1812 of Mathematical Reviews Vol. , Issue 96c [page]

1996 Mathematical Reviews  
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

Rakshita Pandya, Kshitij Pathak
2014 International Journal of Computer Applications  
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)  
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

Frédéric van Wijland
2002 Physical Review Letters  
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

H.D. Lee, M.C. Monard, R.F. Voltolini, R.C. Prati, W.F. Chung
2006 Inteligencia Artificial  
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  
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

Dr. Ashraf Hassan Mansour
2020 سلسلة أبحاث المؤتمر السنوی الدولی کیف نقرأ الفلسفة  
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

Robert J. Durrant, Ata Kabán
2009 Journal of Complexity  
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

Stéphane Le Roux, Arno Pauly
2019 Dynamic Games and Applications  
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

Martino Bardi, Peter E. Caines, Italo Capuzzo Dolcetta
2014 Dynamic Games and Applications  
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]

Markus Triska
2012 Lecture Notes in Computer Science  
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

Oded Padon, Neil Immerman, Aleksandr Karbyshev, Ori Lahav, Mooly Sagiv, Sharon Shoham
2015 Proceedings of the 42nd Annual ACM SIGPLAN-SIGACT Symposium on Principles of Programming Languages - POPL '15  
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

Oded Padon, Neil Immerman, Aleksandr Karbyshev, Ori Lahav, Mooly Sagiv, Sharon Shoham
2015 SIGPLAN notices  
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

Colin Phillips
2010 Language Acquisition  
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

David C. Palmer
2000 The Analysis of Verbal Behavior  
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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