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2011, ISBN 0521196000, Volume 9780521196000, xvi, 406
"The field of machine learning has matured to the point where many sophisticated learning approaches can be applied to practical applications. Thus it is of... 
Computer algorithms | Evaluation | Machine learning
Book
2016, 1, ISBN 9781482249644, xix, 210 pages
With the aim to sequentially determine optimal allocations across a set of assets, Online Portfolio Selection (OLPS) has significantly reshaped the financial... 
Investments | MATLAB | Portfolio management | Economics | Statistics for Business | Machine Learning | Finance | Finance & Economics
Book
2012, Adaptive computation and machine learning series, ISBN 9780262017183, xv, 526
Book
2014, Chapman & Hall/CRC data mining and knowledge discovery series, ISBN 9781466558212, xxv1, 622 pages
"Clustering is a diverse topic, and the underlying algorithms depend greatly on the data domain and problem scenario. This book focuses on three primary... 
Cluster analysis | Document clustering | File organization (Computer science) | COMPUTERS / Machine Theory | Machine theory | BUSINESS & ECONOMICS / Statistics | Data mining | COMPUTERS / Database Management / Data Mining
Book
2015, Chapman & Hall/CRC big data series, ISBN 9781482240559, xxxvi, 462
"Data are generated at an exponential rate all over the world. Through advanced algorithms and analytics techniques, organizations can harness this data,... 
COMPUTERS / Machine Theory | Database management | Machine theory | MATHEMATICS / General | Big data | Data mining | COMPUTERS / Database Management / Data Mining | Computation | Machine Learning | Data Preparation & Mining
Book
2016, Chapman & Hall/CRC data mining and knowledge discovery series, ISBN 1466568577, Volume 38, xxv, 308 p., 8 unnumbered p.s of plates
"Event mining encompasses techniques for automatically and efficiently extracting valuable knowledge from historical event/log data. The field, therefore,... 
Data logging | Data mining | Economics | Statistical Computing | Machine Learning
Book
Journal Article
Journal of Machine Learning Research, ISSN 1532-4435, 07/2011, Volume 12, pp. 2211 - 2268
In recent years, several methods have been proposed to combine multiple kernels instead of using a single one. These different kernels may correspond to using... 
Support vector machines | Multiple kernel learning | Kernel machines | support vector machines | PROTEIN FOLD RECOGNITION | CLASSIFICATION | COMBINATION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | DATA FUSION | kernel machines | multiple kernel learning | INTEGRATION | MATRICES | SEQUENCE | FRAMEWORK | SUPPORT VECTOR MACHINE | AUTOMATION & CONTROL SYSTEMS
Journal Article
2012, Strüngmann Forum reports, ISBN 0262018098, xi, 403
Over a century ago, William James proposed that people search through memory much as they rummage through a house looking for lost keys. We scour our... 
Brain | Information retrieval | Cognition | Searching behavior | Memory | Bioengineering | Communication, Networking and Broadcast Technologies | Components, Circuits, Devices and Systems | Computing and Processing | Signal Processing and Analysis | searching behavior | memory | cognition | brain | information retrieval
Book
2015, ISBN 9780465065707, xxi, 329
"Describes the quest to find the Master Algorithm, which will take machine learning to the next level, allowing computers to learn how to solve not just... 
Algorithms | Mathematics | Cognitive science | Social aspects | Artificial intelligence | Knowledge representation (Information theory) | Philosophy
Book
2005, Springer computer science, ISBN 3211249346, 561
The ICANNGA series of Conferences has been organised since 1993 and has a long history of promoting the principles and understanding of computational... 
Computer algorithms | Adaptive computing systems | Neural networks (Computer science) | Machine learning | Neural computers | Applications of Computing | Congresses | Artificial Intelligence (incl. Robotics) | Simulation and Modeling | Computer Applications | Mathematics of Computing | Computer Science
eBook
2009, ISBN 1605668583, 466
"This book presents up-to-date techniques for addressing data management problems with logic and memory use"--Provided by publisher. 
Fuzzy logic | Algorithms | Database management | Machine learning | Databases | Computer Science
eBook
01/2012, ISBN 1439830037
Book
Journal Article
01/2017, ISBN 1351364499
Book
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