Sparse Modeling: Theory, Algorithms, and Applications

Sparse Modeling: Theory, Algorithms, and Applications

(1 reviews, 465 downloads)
, 2014-12-05, 253 pages, pdf, epub
Sparse models are particularly useful in scientific applications, such as biomarker discovery in genetic or neuroimaging data, where the interpretability of a predictive model is essential. Sparsity can also dramatically improve the cost efficiency of signal processing. Sparse Modeling: Theory,…
Mastering Machine Learning With scikit-learn

Mastering Machine Learning With scikit-learn

(1 reviews, 871 downloads)
, 2014-11-10, 238 pages, pdf, epub
Apply effective learning algorithms to real-world problems using scikit-learn About This Book Design and troubleshoot machine learning systems for common tasks including regression, classification, and clustering Acquaint yourself with popular machine learning algorithms, including decision trees, logistic regression, and support…
Computational Trust Models and Machine Learning

Computational Trust Models and Machine Learning

(1 reviews, 490 downloads)
, 2014-10-29, 232 pages, pdf, epub
Computational Trust Models and Machine Learning provides a detailed introduction to the concept of trust and its application in various computer science areas, including multi-agent systems, online social networks, and communication systems. Identifying trust modeling challenges that cannot be addressed…
Quantum Machine Learning: What Quantum Computing Means to Data Mining

Quantum Machine Learning: What Quantum Computing Means to Data Mining

(1 reviews, 855 downloads)
, 2014-08-28, 176 pages, pdf, epub
Quantum Machine Learning bridges the gap between abstract developments in quantum computing and the applied research on machine learning. Paring down the complexity of the disciplines involved, it focuses on providing a synthesis that explains the most important machine learning…
Machine Learning: Hands-On for Developers and Technical Professionals

Machine Learning: Hands-On for Developers and Technical Professionals

(1 reviews, 5189 downloads)
, 2014-11-03, 408 pages, pdf, epub
Dig deep into the data with a hands-on guide to machine learning Machine Learning: Hands-On for Developers and Technical Professionals provides hands-on instruction and fully-coded working examples for the most common machine learning techniques used by developers and technical professionals….