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ENGLISH

Advanced Spiking Neural P Systems - Models And Applications

by Hong Peng e Jun Wang

~~211,99€~~ 190,79€ 10% OFF

 Spiking neural P systems are neural-like membrane computing models, representing an interdisciplinary field between membrane computing and artificial neural networks, and are considered one of the third-generation neural networks.
ENGLISH

Explainable Ai In Health Informatics

~~211,34€~~ 190,21€ 10% OFF

 This book provides a comprehensive review of the latest research in the area of explainable artificial intelligence (XAI) in health informatics.
ENGLISH

Intelligent Computing In Carcinogenic Disease Detection

by Kaushik Das Sharma, Madhubanti Maitra e Subhajit Kar

~~185,49€~~ 166,94€ 10% OFF

 This book draws on a range of intelligent computing methodologies to effectively detect and classify various carcinogenic diseases. Chapters 3, 4 and 5 elaborate on several intelligent gene selection methodologies such as filter methodologies and wrapper methodologies.
ENGLISH

Advanced Machine Learning With Evolutionary And Metaheuristic Techniques

~~264,34€~~ 237,91€ 10% OFF

 This book delves into practical implementation of evolutionary and metaheuristic algorithms to advance the capacity of machine learning. The readers can gain insight into the capabilities of data-driven evolutionary optimization in materials mechanics, and optimize your learning algorithms for maximum efficiency.
ENGLISH

Neural Networks With Model Compression

by Baochang Zhang, David Doermann, Sheng Xu e Tiancheng Wang

~~184,84€~~ 166,36€ 10% OFF

 <p>Deep learning has achieved impressive results in image classification, computer vision and natural language processing. To achieve better performance, deeper and wider networks have been designed, which increase the demand for computational resources. The number of floating-point operations (FLOPs) has increased dramatically with larger networks, and this has become an obstacle for convolutional neural networks (CNNs) being developed for mobile and embedded devices. In this context, our book will focus on CNN compression and acceleration, which are important for the research community. We will describe numerous methods, including parameter quantization, network pruning, low-rank decomposition and knowledge distillation. More recently, to reduce the burden of handcrafted architecture design, neural architecture search (NAS) has been used to automatically build neural networks by searching over a vast architecture space. Our book will also introduce NAS due to its superiority and state-of-the-art performance in various applications, such as image classification and object detection. We also describe extensive applications of compressed deep models on image classification, speech recognition, object detection and tracking. These topics can help researchers better understand the usefulness and the potential of network compression on practical applications. Moreover, interested readers should have basic knowledge about machine learning and deep learning to better understand the methods described in this book.</p>
ENGLISH

Metaheuristics For Machine Learning - New Advances And Tools

198,09€ + 10% CARD

 Using metaheuristics to enhance machine learning techniques has become trendy and has achieved major successes in both supervised (classification and regression) and unsupervised (clustering and rule mining) problems.
ENGLISH

Hesitant Fuzzy Set - Theory And Extension

by Bahram Farhadinia

145,09€ + 10% CARD

 Covering a wide range of notions concerning hesitant fuzzy set and its extensions, this book provides a comprehensive reference to the topic.
ENGLISH

Intelligent Automation In Renewable Energy

by Donald C. Wunsch Ii, Ernst Kussul e Tetyana Baydyk

171,59€ + 10% CARD

 After an introduction to renewable energy technologies, the authors present computational intelligence techniques for optimizing the manufacture of related technologies, including solar concentrators.
ENGLISH

Advanced Architectures And Techniques For Smart Industry - Engineering, Deploying, And Managing Cyber-Physical Production Systems

~~189,25€~~ 170,33€ 10% OFF

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