Computational Intelligence Methods and Applications – serie
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28 produkter
Intelligent Automation in Renewable Energy
Av Tetyana Baydyk, Ernst Kussul m. fl.
Inbunden, 2019
1643 kr
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After an introduction to renewable energy technologies, the authors present computational intelligence techniques for optimizing the manufacture of related technologies, including solar concentrators. In particular the authors present new applications for their neural classifiers for image and …
Decision Support for Product Development
Using Computational Intelligence for Information Acquisition in Enterprise Databases
Inbunden, 2020
1128 kr
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This book describes how to use computational intelligence and artificial intelligence tools to improve the decision-making process in new product development. These approaches, including artificial neural networks and constraint satisfaction solutions, enable a more precise prediction of product …
Decision Support for Product Development
Using Computational Intelligence for Information Acquisition in Enterprise Databases
Häftad, 2021
1128 kr
Lägg i varukorg
This book describes how to use computational intelligence and artificial intelligence tools to improve the decision-making process in new product development. These approaches, including artificial neural networks and constraint satisfaction solutions, enable a more precise prediction of product …
Applied Deep Learning
Tools, Techniques, and Implementation
Inbunden, 2022
508 kr
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This book focuses on the applied aspects of artificial intelligence using enterprise frameworks and technologies. The book is applied in nature and will equip the reader with the necessary skills and understanding for delivering enterprise ML technologies. It will be valuable for undergraduate and …
Applied Deep Learning
Tools, Techniques, and Implementation
Häftad, 2023
401 kr
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This book focuses on the applied aspects of artificial intelligence using enterprise frameworks and technologies. The book is applied in nature and will equip the reader with the necessary skills and understanding for delivering enterprise ML technologies. It will be valuable for undergraduate and …
Construct, Merge, Solve & Adapt
A Hybrid Metaheuristic for Combinatorial Optimization
Inbunden, 2024
1692 kr
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This book describes a general hybrid metaheuristic for combinatorial optimization labeled Construct, Merge, Solve & Adapt (CMSA). The general idea of standard CMSA is the following one. At each iteration, a number of valid solutions to the tackled problem instance are generated in a probabilistic …
Construct, Merge, Solve & Adapt
A Hybrid Metaheuristic for Combinatorial Optimization
Häftad, 2025
1692 kr
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This book describes a general hybrid metaheuristic for combinatorial optimization labeled Construct, Merge, Solve & Adapt (CMSA). The general idea of standard CMSA is the following one. At each iteration, a number of valid solutions to the tackled problem instance are generated in a probabilistic …
Hybrid Soft Computing for Multilevel Image and Data Segmentation
Av Sourav De, Siddhartha Bhattacharyya m. fl.
Inbunden, 2016
1128 kr
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This book explains efficient solutions for segmenting the intensity levels of different types of multilevel images. The authors present hybrid soft computing techniques, which have advantages over conventional soft computing solutions as they incorporate data heterogeneity into the …
Hybrid Soft Computing for Multilevel Image and Data Segmentation
Av Sourav De, Siddhartha Bhattacharyya m. fl.
Häftad, 2018
1128 kr
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This book explains efficient solutions for segmenting the intensity levels of different types of multilevel images. The authors present hybrid soft computing techniques, which have advantages over conventional soft computing solutions as they incorporate data heterogeneity into the …
Hesitant Fuzzy Set
Theory and Extension
Inbunden, 2021
1467 kr
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Covering a wide range of notions concerning hesitant fuzzy set and its extensions, this book provides a comprehensive reference to the topic. In the case where different sources of vagueness appear simultaneously, the concept of fuzzy set is not able to properly model the uncertainty, imprecise and …
Hesitant Fuzzy Set
Theory and Extension
Häftad, 2022
1467 kr
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Covering a wide range of notions concerning hesitant fuzzy set and its extensions, this book provides a comprehensive reference to the topic. In the case where different sources of vagueness appear simultaneously, the concept of fuzzy set is not able to properly model the uncertainty, imprecise and …
Metaheuristics for Machine Learning
New Advances and Tools
Av Mansour Eddaly, Bassem Jarboui m. fl.
Inbunden, 2023
1917 kr
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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. Furthermore, automatically generating programs via metaheuristics, as a form of …
Metaheuristics for Machine Learning
New Advances and Tools
Av Mansour Eddaly, Bassem Jarboui m. fl.
Häftad, 2024
1917 kr
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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. Furthermore, automatically generating programs via metaheuristics, as a form of …
Medical Image Analysis with Deep Learning
Architectures, Implementations, and Prospects
Av Liejun Wang, Zhiqing Guo m. fl.
Inbunden, 2027
2143 kr
Kommande
Rapid advances in artificial intelligence have established medical image analysis as a cornerstone of intelligent healthcare. Deep learning techniques, including convolutional neural networks (CNNs), graph convolutional networks (GCNs), multi-layer perceptrons (MLPs), and vision transformers (ViTs) …
Network-System Research and Distributed Composite Algorithm Design
Av Huaqing Li, Qingguo Lü m. fl.
Inbunden, 2025
2029 kr
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With the rapid advancement of sensor technology and digital system, the capabilities of network communication have significantly improved, allowing multiple computing nodes to exchange information and collaborate seamlessly through networks. This progress has accelerated the development of …
Advanced Architectures and Techniques for Smart Industry
Engineering, Deploying, and Managing Cyber-Physical Production Systems
Av Malek Masmoudi, Oulaid Kamach m. fl.
Inbunden, 2026
1744 kr
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In manufacturing contexts, Industry 4.0 and Industry 5.0 are forefront names for the concepts, technologies, practices, and skills underlying smart factories and industries of the future. Industry 5.0 extends the technological pillars of Industry 4.0 by putting more emphasis on human centricity, …
Data-Driven Waste Revolution
Av Bassem Jarboui, Said Toumi m. fl.
Inbunden, 2026
1752 kr
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In today’s world, the concept of a circular economy has emerged as a vital solution to address pressing environmental concerns and foster sustainable development. At its core, the circular economy aims to minimize waste generation by keeping resources in use for as long as possible, thereby …
Circular Economy Supply Chains
Optimizing via Data Science
Av Bassem Jarboui, Said Toumi m. fl.
Inbunden, 2026
2253 kr
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The escalating tide of waste and environmental threats demands a paradigm shift in how we produce and consume waste. The circular economy emerges as a beacon of hope, offering a transformative approach that breaks free from the traditional "take make dispose" model. This innovative system …
Intelligent Computing in Carcinogenic Disease Detection
Av Kaushik Das Sharma, Subhajit Kar m. fl.
Inbunden, 2024
1804 kr
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This book draws on a range of intelligent computing methodologies to effectively detect and classify various carcinogenic diseases. These methodologies, which have been developed on a sound foundation of gene-level, cell-level and tissue-level carcinogenic datasets, are discussed in Chapters 1 and …
Intelligent Computing in Carcinogenic Disease Detection
Av Kaushik Das Sharma, Subhajit Kar m. fl.
Häftad, 2025
1804 kr
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This book draws on a range of intelligent computing methodologies to effectively detect and classify various carcinogenic diseases. These methodologies, which have been developed on a sound foundation of gene-level, cell-level and tissue-level carcinogenic datasets, are discussed in Chapters 1 and …
Explainable AI in Health Informatics
Av Rajanikanth Aluvalu, Mayuri Mehta m. fl.
Inbunden, 2024
2029 kr
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This book provides a comprehensive review of the latest research in the area of explainable artificial intelligence (XAI) in health informatics. It focuses on how explainable AI models can work together with humans to assist them in decision-making, leading to improved diagnosis and prognosis in …
Explainable AI in Health Informatics
Av Rajanikanth Aluvalu, Mayuri Mehta m. fl.
Häftad, 2025
2029 kr
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This book provides a comprehensive review of the latest research in the area of explainable artificial intelligence (XAI) in health informatics. It focuses on how explainable AI models can work together with humans to assist them in decision-making, leading to improved diagnosis and prognosis in …
Advanced Spiking Neural P Systems
Models and Applications
Inbunden, 2024
2188 kr
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Membrane computing is a class of distributed and parallel computing models inspired by living cells. 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 …
Advanced Spiking Neural P Systems
Models and Applications
Häftad, 2025
1970 kr
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Membrane computing is a class of distributed and parallel computing models inspired by living cells. 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 …
Neural Networks with Model Compression
Av Baochang Zhang, Tiancheng Wang m. fl.
Inbunden, 2024
1804 kr
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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) …
Neural Networks with Model Compression
Av Baochang Zhang, Tiancheng Wang m. fl.
Häftad, 2025
1804 kr
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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) …
Advanced Machine Learning with Evolutionary and Metaheuristic Techniques
Av Jayaraman Valadi, Krishna Pratap Singh m. fl.
Inbunden, 2024
2406 kr
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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 …
Advanced Machine Learning with Evolutionary and Metaheuristic Techniques
Av Jayaraman Valadi, Krishna Pratap Singh m. fl.
Häftad, 2025
2406 kr
Lägg i varukorg
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 …
