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1-10 of 17 Reviews about "
Automated machine learning: methods, systems, challenges
Hutter F., Kotthoff L., Vanschoren J., Springer International Publishing, New York, NY, 2019. 219 pp. Type: Book (978-3-030053-17-8)
A dataset, generically speaking, is a collection of numbers. It constitutes an information element when structure and context are assigned. The objective of machine learning (ML) is to interpret an information element as a human would. This requir...
Jun 14 2021
Algorithms for optimization
Kochenderfer M., Wheeler T., The MIT Press, Cambridge, MA, 2019. 520 pp. Type: Book (978-0-262039-42-0)
Anyone wanting to publish a book in a respectable and classical research field needs to find a niche to justify the originality. This statement includes the area of mathematical optimization, which interests Kochenderfer and Wheeler. They decided ...
Apr 27 2021
Introduction to hybrid intelligent networks: modeling, communication, and control
Guan Z., Hu B., Shen X., Springer International Publishing, New York, NY, 2019. 292 pp. Type: Book (978-3-030021-60-3)
Human brains are the most advanced intelligent systems to ever exist, yet also the most mysterious systems to be explored. A hybrid intelligent network is a term coined for the brain-inspired artificial intelligence (AI) that emulates particular a...
Feb 14 2020
Decision-making analysis and optimization modeling of emergency warnings for major accidents
Gai W., Du Y., Deng Y., Springer International Publishing, New York, NY, 2019. 168 pp. Type: Book
This research monograph essentially handles early emergency warning management and decision making in severe accidents. The authors consider specific examples of toxic gas leakages in China. The overall analysis and design study is good, with a pe...
Nov 18 2019
A comprehensive review of krill herd algorithm: variants, hybrids and applications
Wang G., Gandomi A., Alavi A., Gong D. Artificial Intelligence Review 51(1): 119-148, 2019. Type: Article
This paper reviews a list of krill herd (KH)-style algorithms and the associated variants. As a general overview of this algorithm, the paper presents a systematic approach for cataloguing and classifying the algorithms into three areas: improved,...
Apr 4 2019
Comparative study of computational algorithms for the Lasso with high-dimensional, highly correlated data
Kim B., Yu D., Won J. Applied Intelligence 48(8): 1933-1952, 2018. Type: Article
High-dimensional data analysis boils down to statistical regression, or selecting the variables that guarantee the most stable results across a wide variety of situations: as the number of variables increases, so do the possible outcomes, because ...
Oct 24 2018
Sparsification and subexponential approximation
Bonnet E., Paschos V. Acta Informatica 55(1): 1-15, 2018. Type: Article
A sparsification of a problem maps the problem to a set of similar problems, each of which has its parameters bounded by some fixed number. For example, in the case of a graph-based problem, the degree might be one parameter. The solutions of thes...
Jun 14 2018
Optimizing the configuration of an heterogeneous architecture of sensors for activity recognition, using the extended belief rule-based inference methodology
Espinilla M., Medina J., Calzada A., Liu J., Martínez L., Nugent C. Microprocessors & Microsystems 52 381-390, 2017. Type: Article
The aging populations in many countries are on the verge of increasing, and the incidence of common diseases related to this group, such as dementia, seem to by rising day by day. Hence, there is a growing need to have sensor-based activity recogn...
May 17 2018
A framework for reliability-aware embedded system design on multiprocessor platforms
Huang J., Barner S., Raabe A., Buckl C., Knoll A. Microprocessors & Microsystems 38(6): 539-551, 2014. Type: Article
The work presented in this paper is built upon the work of the authors in recent years, covering the reliability-aware design and implementation of multiprocessor platforms. The authors introduce a framework performing a model-driven design flow f...
Nov 7 2014
Development and validation of a numerical topology optimization scheme for two and three dimensional structures
Taggart D., Dewhurst P. Advances in Engineering Software 41(7-8): 910-915, 2010. Type: Article
Truss structures are an important element of engineering constructions. It is a main goal of engineers to make such constructions as lightweight as possible, subject to the condition that they be able to sustain a prescribed load....
Jan 27 2011
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