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with the help of traditional techniques. Self-learning and adaptive algorithms are now widely used by such leading giants that as Google, Tesla;
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adaptive machine learning and data analytics problems and be able to derive new algorithms for your own use cases. You will also come away with;
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the theory and applications of learning algorithms-stochastic learning automata; artificial neural networks; and genetic algorithms;
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Presents a number of new and potentially useful self-learning (adaptive) control algorithms and theoretical as well as practical results;
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Presents a number of new and potentially useful self-learning (adaptive) control algorithms and theoretical as well as practical results;
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Reproducing kernel Hilbert spaces is a topic of great current interest for applications in signal processing, communications, and controls;
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Today's malware mutates randomly to avoid detection, but reactively adaptive malware is more intelligent, learning and adapting to new;
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predictions about future events. The major advantage of deep learning is to process big data analytics for better analysis and self-adaptive;
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personal assistants, automated translation, and autonomous vehicles. An Introduction to Deep Learning Business Applications for Developers covers;
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not achieved the attention it deserves. This book introduces various types of self-adaptive parameters for evolutionary computation;
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algorithm, applications of adaptive filtering, algorithms and structures for adaptive filtering, spectral analysis, and array signal processing;
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algorithm, applications of adaptive filtering, algorithms and structures for adaptive filtering, spectral analysis, and array signal processing;
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This book will advance the understanding and application of self-adaptive intelligent systems; therefore it will potentially benefit the;
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than provide an in-depth exploration in learning and adaptive mechanisms. This book sets its focus on CI based architectures, modeling, case;
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Adaptive Learning Methods for Nonlinear System Modeling presents some of the recent advances on adaptive algorithms and machine learning;
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in Evolutionary Optimization Pattern Discovery, Pattern Recognition, and System Identification.- Hierarchical Levels of Learning.- Self-Adaptation;
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Geared to the usersa needs, this work provides comprehensive coverage of the main techniques and methods necessary to construct a self;
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In the fourth edition of Adaptive Filtering: Algorithms and Practical Implementation, author Paulo S.R. Diniz presents the basic concepts;
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). Therefore, analyses for PU least-squares adaptive filter algorithms are necessary and meaningful. This monograph mostly focuses on the analyses;
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). Therefore, analyses for PU least-squares adaptive filter algorithms are necessary and meaningful. This monograph mostly focuses on the analyses;
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-time systems. Their approach summarizes the theoretical and practical aspects of a large class of adaptive algorithms.Ideal for advanced;
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This book presents unique features of the adaptive modeling approach based on new machine learning algorithms for petroleum exploration;
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This book presents unique features of the adaptive modeling approach based on new machine learning algorithms for petroleum exploration;
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Adversarial Robustness for Machine Learning summarizes the recent progress on this topic and introduces popular algorithms on;
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and adaptive filtering. He first introduces the main classes of adaptive filtering algorithms in a unified framework, using clear notations;
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and adaptive filtering. He first introduces the main classes of adaptive filtering algorithms in a unified framework, using clear notations;
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. These algorithms offer low computational complexity and fast convergence times for sparse impulse responses in network and acoustic echo;
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