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Mathematical analysis and the mathematics of computation
RĂ¶misch W., Zeugmann T., Springer International Publishing, New York, NY, 2016. 703 pp. Type: Book (9783319427539), Reviews: (1 of 2)
Even though there are many deep connections between mathematical analysis and the mathematics of computation, these two fields are usually taught completely separately from each other. This traditional approach has the disadvantage that the concep...
Jun 19 2017
Introduction to coding theory (2nd ed.)
Bierbrauer J., Chapman & Hall/CRC, Boca Raton, FL, 2016. 538 pp. Type: Book (9781482299809)
For the digital age, data encoding and decoding represents a primary request, without which computer science and information systems would not exist. As a main part of discrete mathematics and computer algebra, the theory of errorcorrecting codes...
Jun 12 2017
Melia: a MapReduce framework on OpenCLbased FPGAs
Wang Z., Zhang S., He B., Zhang W. IEEE Transactions on Parallel and Distributed Systems 27(12): 35473560, 2016. Type: Article
Many web applications such as search engines and recommendation systems require operations on large datasets. The nature of computation in such applications is complex, which necessitates distributed operations on clusters of generalpurpose proce...
Jun 5 2017
Assessing the epistemological relevance of Dungstyle argumentation theories
Betz G. Annals of Mathematics and Artificial Intelligence 78(34): 303321, 2016. Type: Article
Phan Minh Dung described a model for argumentation in
Artificial Intelligence
in 1995 [1]. The model presents an argument framework as a collection of arguments together with an attackrelation defined on the set. A single argument
May 30 2017
GPUaccelerated Hungarian algorithms for the linear assignment problem
Date K., Nagi R. Parallel Computing 57(C): 5272, 2016. Type: Article
The paper is devoted to a fundamental problem in the area of combinatorial optimizationthe assignment problem. The goal is to find a maximum (or minimum) weight matching in a weighted bipartite graph. The authors focus on the Hungarian algo...
May 22 2017
Pervasive social computing: sociallyaware pervasive systems and mobile applications
Kabir M., Han J., Colman A., Springer International Publishing, New York, NY, 2016. 282 pp. Type: Book (9783319299495)
Social awareness applications or services are intended to handle remote communication by providing, automatically or in a supervised manner, hints about people’s current state or situation, or building a perception of the activities of inter...
May 15 2017
Deep learning neural networks: design and case studies
Graupe D., World Scientific Publishing Co, Inc., River Edge, NJ, 2016. 200 pp. Type: Book
Deep learning is a field of study that is gaining much attention both in academia and industry; hence, textbooks and monographs on this subject are increasingly in demand. At first glance, this book by D. Graupe seems well suited for the reader se...
May 8 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...
May 1 2017
Designing software architectures: a practical approach
Cervantes H., Kazman R., AddisonWesley Professional, Boston, MA, 2016. 320 pp. Type: Book (9780134390789)
It is often forgotten that common sense is the least common of the senses. Sensible design advice, guidelines, and heuristics are often no more than just that: plain old common sense. However, rational reminders of our own fallibility and cognitiv...
Apr 24 2017
Cost aware service placement and load dispatching in mobile cloud systems
Yang L., Cao J., Liang G., Han X. IEEE Transactions on Computers 65(5): 14401452, 2016. Type: Article
In mobile clouds, users accessing cloud services on mobile devices may experience long delays that are detrimental to the user experience. One solution largely investigated is to deploy cloud services on cloudlets, smaller but powerful servers loc...
Apr 17 2017
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