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	These reviews have been chosen by the editors to be highlighted. Options: All Media Types Journals Proceedings Div Books Whole Books Other Date Highlighted Date Reviewed Title Author Publisher Published Date Descending Ascending Year: 201920182017201620152014201320122011201020092008200720062005200420032002 1-7 of 7 results Date A survey of methods for explaining black box models Guidotti R., Monreale A., Ruggieri S., Turini F., Giannotti F., Pedreschi D.  ACM Computing Surveys 51(5): 1-42, 2019. Type: Article Computerized decision support systems have significant social consequences, and yet they are capable of mistakes or bias. Can an autonomous driving system be trusted, for example, when its visual scene recognition was implemented as a neural netwo... Feb 19 2019 Swarms and network intelligence in search Altshuler Y., Pentland A., Bruckstein A.,  Springer International Publishing, New York, NY, 2018. 238 pp. Type: Book (978-3-319636-02-3) The book provides a unified and systematic view of the authors’ research in the area of swarm robotics, with an emphasis on swarm applications for search missions. A lot of the included work is previously published material. The book focuses... Feb 11 2019 Environmental sound recognition using short-time feature aggregation Roma G., Herrera P., Nogueira W.  Journal of Intelligent Information Systems 51(3): 457-475, 2018. Type: Article Enabling the automatic human-level (or better) detection and classification of audio events and sound environments would be a clear plus for artificial intelligence (AI)-based applications such as robotics and social signal processing. Typical mac... Feb 4 2019 Guide to graph algorithms: sequential, parallel and distributed Erciyes K.,  Springer International Publishing, New York, NY, 2018. 471 pp. Type: Book (978-3-319732-34-3) This comprehensive text focuses on graph data structures and consequent graph algorithms as fundamental to the analysis of various types of networks, from social to biological ones. The book consists of three parts, with 15 chapters including an e... Jan 28 2019 Teaching computing: a practitioner’s perspective Walker H.,  CRC Press, Inc., Boca Raton, FL, 2018. 514 pp. Type: Book (978-1-138034-43-3) Computing is a very popular option among undergraduates and graduates because it relates to many other disciplines, including finance, graphic design, game development, and biology, among others. The teaching of computing requires up-to-date knowl... Jan 21 2019 The Oxford handbook of causal reasoning Waldmann M.,  Oxford University Press, Inc., New York, NY, 2017. 768 pp. Type: Book (978-0-199399-55-0) A few years ago, Weisberg’s Willful ignorance [1] distinguished two facets of uncertainty: doubt, which is the focus of modern statistics, and ambiguity about the causal structure of the world, which researchers in many domains have n... Jan 14 2019 Introduction to data mining (2nd ed.) Tan P., Steinbach M., Karpatne A., Kumar V.,  Pearson, New York, NY, 2018. 864 pp. Type: Book (978-0-133128-90-1) The first edition of this book, published in 2006 [1], was probably the best introductory textbook on data mining available. A dozen years later, the field has evolved to become mainstream under the commercial denomination of “big data,̶... Jan 7 2019   Display 510152550100 per page
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