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110 of 122 Reviews about "
Probabilistic Computation (F.1.2...)
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Date Reviewed
Probability and computing: randomization and probabilistic techniques in algorithms and data analysis (2nd ed.)
Mitzenmacher M., Upfal E., Cambridge University Press, New York, NY, 2017. 484 pp. Type: Book (9781107154889)
It is one of the great paradoxes of modern science that useful computation can be done by making random choices. This insight would be impressive even if the computation in question were contrived, but in many cases probabilistic algorithms can so...
Mar 15 2018
Discrete probability models and methods: probability on graphs and trees, Markov chains and random fields, entropy and coding
BrÃ©maud P., Springer International Publishing, New York, NY, 2017. 559 pp. Type: Book (9783319434759)
Due to advances in both theory and practice, there has been a recent explosion in courses on network science and data science. These demand a solid background in probabilistic methods....
Feb 21 2018
Probability on trees and networks
Lyons R., Peres Y., Cambridge University Press, New York, NY, 2016.Type: Book (9781107160156)
Information and communications technology (ICT) specialists might be interested in this tough mathematical book. For sure, this is not a work that can be easily read to relax in the evening, since a lot of background knowledge is necessary to unde...
Jul 19 2017
Probability logics: probabilitybased formalization of uncertain reasoning
Ognjanović Z., Rašković M., Marković Z., Springer International Publishing, New York, NY, 2016. 215 pp. Type: Book (9783319470115)
Combinations of probability and logic have been a topic of interest since the seminal work of Boole [1], and they have always occupied a place of relevance in foundational studies of probability. However, the direction of development has been cons...
Jun 5 2017
Recent contributions in intelligent systems
Sgurev V., Yager R., Kacprzyk J., Atanassov K., Springer International Publishing, New York, NY, 2016. 390 pp. Type: Book (9783319414379)
This is a collection of the best papers from the 2012 IEEE Intelligent Systems Conference, which was held in Sofia, Bulgaria in September 2012. The average length of the papers in this volume is 20 pages. Since there are 20 papers in all, I will t...
May 25 2017
Bayesian methods in the search for MH370
Davey S., Gordon N., Holland I., Rutten M., Williams J., Springer International Publishing, New York, NY, 2016. 114 pp. Type: Book
One can seldom consider mathematicsheavy books as exciting pageturners. Yet,
Bayesian methods in the search for MH370
is so far the best one I have encountered that could stand up to such a description. Published by Springer in its “...
Apr 21 2017
Bayesian multitensor factorization
Khan S., Leppäaho E., Kaski S. Machine Learning 105(2): 233253, 2016. Type: Article
Data mining is increasingly facing the problem of extracting new knowledge from experimental data collected from complex phenomena. To extract hidden information, such datasets can be decomposed into the components that underlie them. Because data...
Feb 23 2017
Imprecise random variables, random sets, and Monte Carlo simulation
Fetz T., Oberguggenberger M. International Journal of Approximate Reasoning 78(C): 252264, 2016. Type: Article
The presented work considers the problem of evaluating upper and lower probabilities in systems characterized by imprecise random variables. According to the authors, “Methods of imprecise probability have increasingly attracted interest in ...
Nov 10 2016
Principles and methods of quantum information technologies
Yamamoto Y., Semba K., Springer International Publishing, New York, NY, 2016. 624 pp. Type: Book (9784431557555)
Quantum information technologies is the name given to theories and applications of the principles of quantum mechanics as applied to computation and information processing. The former uses the properties of quantum mechanical objects to implement ...
Sep 16 2016
Semantics of probabilistic processes: an operational approach
Deng Y., Springer Publishing Company, Incorporated, New York, NY, 2015. 249 pp. Type: Book (9783662451977)
This is a good resource for understanding issues related to the semantic foundations of concurrent systems. The author especially examines bisimulation semantics and testing semantics....
Oct 20 2015
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