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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
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
2015, 2nd edition., Chapman & Hall/CRC machine learning & pattern recognition series., ISBN 1466583282, xx, 437
Book
05/2014, ISBN 9781107057135, Volume 9781107057135, 433
Machine learning is one of the fastest growing areas of computer science, with far-reaching applications. The aim of this textbook is to introduce machine... 
Algorithms | Machine learning
eBook
Journal Article
2018, 1st ed., ISBN 1484235630, 379
Bridge the gap between a high-level understanding of how an algorithm works and knowing the nuts and bolts to tune your models better. This book will give you... 
Machine learning | R (Computer program language) | Python (Computer program language) | Machine Learning | Big Data | Computing Methodologies | Open Source | Computer Science | Python | Algorithms
eBook
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
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
Methods of Information in Medicine, ISSN 0026-1270, 2014, Volume 53, Issue 6, pp. 419 - 427
Background: The concept of boosting emerged from the field of machine learning. The basic idea is to boost the accuracy of a weak classifying tool by combining... 
Statistical computing | Algorithms | Statistical models | Classification | Machine learning | REGRESSION | algorithms | MEDICAL INFORMATICS | COMPUTER SCIENCE, INFORMATION SYSTEMS | classification | machine learning | VIEW | PREDICTION | EVIDENCE CONTRARY | statistical models | HEALTH CARE SCIENCES & SERVICES | SELECTION | REGULARIZATION | Statistics - Methodology
Journal Article
2020, Studies in Computational Intelligence, ISBN 3030317595, Volume 865
eBook
ACM Computing Surveys (CSUR), ISSN 0360-0300, 01/2019, Volume 51, Issue 5, pp. 1 - 36
Journal Article
Information Sciences, ISSN 0020-0255, 02/2015, Volume 295, pp. 395 - 406
•A fast learning algorithm is introduced for real-time vehicle classification.•A fast feature selection method for AdaBoost is presented by combining a... 
Haar-like features | AdaBoost | Incremental learning | Vehicle classification | Weak classifier | SYSTEM | RECOGNITION | COMPUTER SCIENCE, INFORMATION SYSTEMS | SELECTION | FEATURES | PCA | Data mining | Analysis | Algorithms | Learning | Training | State of the art | Classification | Machine learning | Real time | Vehicles
Journal Article
2014, ISBN 9781107057135, xvi, 397
"Machine learning is one of the fastest growing areas of computer science, with far-reaching applications. The aim of this textbook is to introduce machine... 
COMPUTERS / Computer Vision & Pattern Recognition | Algorithms | Machine learning
Book
2016, ISBN 1498705383, 227
Machine learning, one of the top emerging sciences, has an extremely broad range of applications. However, many books on the subject provide only a theoretical... 
Electronics & communications engineering | Machine learning | Applied Mathematics | Machine Learning | Algorithms & Complexity | Computer algorithms
eBook
2020, ISBN 3030407934, 299
eBook
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