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34 produkter
34 produkter
Recent Advances in Deep Learning Applications
New Techniques and Practical Examples
Inbunden, Engelska, 2025
1 785 kr
Skickas inom 10-15 vardagar
This book presents a collection of rigorously revised papers selected from the 22nd IEEE International Conference on Machine Learning and Applications (IEEE ICMLA 2023). It focuses on deep learning architectures and their applications in domains such as health care, security and threat detection, education, fault diagnosis, and robotic control in industrial environments. Novel ways of using convolutional neural networks, transformers, autoencoders, graph-based neural networks, and large language models for the above applications are covered in this book. Readers will find insights to help them realize novel ways of using deep learning architectures and models in real-world applications and contexts, making this book an essential reference guide for academic researchers, professionals, software engineers in the industry, and innovative product developers. Key Features:Presents state-of-the-art research on deep learningCovers modern real-world applications of deep learningProvides value to students, academic researchers, professionals, software engineers in the industry, and innovative product developers
1 648 kr
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Presenting the latest developments and research results on fault diagnosis approaches using computational intelligence methodologies, this book opens with a review of the state-of-the-art before focusing on various theoretical aspects of computational intelligence methodologies applied to real-world fault diagnosis problems.Chapters deal with topics such as fuzzy sets applications to fault diagnosis, neural network based fault diagnosis applications and neuro-fuzzy techniques for fault diagnosis. The last chapter considers the problem of diagnosing large scale complex systems using local agents which, can be implemented using computational intelligence based fault diagnosis techniques. Several case studies are used.This book presents the most recent concerns and research results in industrial fault diagnosis using intelligent techniques, and will be of interest to application engineers/technologists, graduates and researchers wishing to apply these techniques, as well as build up a foundation for further study.
1 648 kr
Skickas inom 10-15 vardagar
Presenting the latest developments and research results on fault diagnosis approaches using computational intelligence methodologies, this book opens with a review of the state-of-the-art before focusing on various theoretical aspects of computational intelligence methodologies applied to real-world fault diagnosis problems.Chapters deal with topics such as fuzzy sets applications to fault diagnosis, neural network based fault diagnosis applications and neuro-fuzzy techniques for fault diagnosis. The last chapter considers the problem of diagnosing large scale complex systems using local agents which, can be implemented using computational intelligence based fault diagnosis techniques. Several case studies are used.This book presents the most recent concerns and research results in industrial fault diagnosis using intelligent techniques, and will be of interest to application engineers/technologists, graduates and researchers wishing to apply these techniques, as well as build up a foundation for further study.
Del 217 - Intelligent Systems Reference Library
Generative Adversarial Learning: Architectures and Applications
Inbunden, Engelska, 2022
1 976 kr
Skickas inom 10-15 vardagar
This book provides a collection of recent research works addressing theoretical issues on improving the learning process and the generalization of GANs as well as state-of-the-art applications of GANs to various domains of real life.
Del 217 - Intelligent Systems Reference Library
Generative Adversarial Learning: Architectures and Applications
Häftad, Engelska, 2023
1 976 kr
Skickas inom 10-15 vardagar
This book provides a collection of recent research works addressing theoretical issues on improving the learning process and the generalization of GANs as well as state-of-the-art applications of GANs to various domains of real life.
Del 232 - Intelligent Systems Reference Library
Explainable AI: Foundations, Methodologies and Applications
Inbunden, Engelska, 2022
1 648 kr
Skickas inom 10-15 vardagar
This book presents an overview and several applications of explainable artificial intelligence (XAI). It covers different aspects related to explainable artificial intelligence, such as the need to make the AI models interpretable, how black box machine/deep learning models can be understood using various XAI methods, different evaluation metrics for XAI, human-centered explainable AI, and applications of explainable AI in health care, security surveillance, transportation, among other areas.The book is suitable for students and academics aiming to build up their background on explainable AI and can guide them in making machine/deep learning models more transparent. The book can be used as a reference book for teaching a graduate course on artificial intelligence, applied machine learning, or neural networks. Researchers working in the area of AI can use this book to discover the recent developments in XAI. Besides its use in academia, this book could be used by practitioners in AI industries, healthcare industries, medicine, autonomous vehicles, and security surveillance, who would like to develop AI techniques and applications with explanations.
Del 232 - Intelligent Systems Reference Library
Explainable AI: Foundations, Methodologies and Applications
Häftad, Engelska, 2023
1 648 kr
Skickas inom 10-15 vardagar
This book presents an overview and several applications of explainable artificial intelligence (XAI). It covers different aspects related to explainable artificial intelligence, such as the need to make the AI models interpretable, how black box machine/deep learning models can be understood using various XAI methods, different evaluation metrics for XAI, human-centered explainable AI, and applications of explainable AI in health care, security surveillance, transportation, among other areas.The book is suitable for students and academics aiming to build up their background on explainable AI and can guide them in making machine/deep learning models more transparent. The book can be used as a reference book for teaching a graduate course on artificial intelligence, applied machine learning, or neural networks. Researchers working in the area of AI can use this book to discover the recent developments in XAI. Besides its use in academia, this book could be used by practitioners in AI industries, healthcare industries, medicine, autonomous vehicles, and security surveillance, who would like to develop AI techniques and applications with explanations.
Del 41 - Learning and Analytics in Intelligent Systems
Artificial Intelligence for Future Society
Proceedings of the International Conference on Artificial Intelligence for Society
Inbunden, Engelska, 2024
2 523 kr
Skickas inom 10-15 vardagar
"Artificial Intelligence for Future Society" presents the revolution in future societies by enhancing efficiency, connectivity, and personalization across various sectors. Its future aspects include the integration of AI in everyday life through smart cities, autonomous vehicles, and advanced healthcare systems, providing a more intelligent, responsive, and adaptive environment that meets the evolving needs of humanity. This volume explores the most recent innovations and significant developments in the domains of Artificial Intelligence and its impact in transforming society, propelling innovation across diverse fields such as healthcare, education, finance, and transportation. It spans a wide range of dimensions, including:Societal Diversity Innovation in the Digital Age Business Information Systems Advancement in Healthcare, HSI, and Global CollaborationBy merging cutting-edge theoretical insights with practical applications, this volume provides researchers, practitioners, and students with the essential knowledge and tools to explore and advance within the dynamic field of Artificial Intelligence. Artificial Intelligence brings numerous benefits to society, including improved efficiency and productivity in various industries through automation and intelligent data analysis. It enhances healthcare with advanced diagnostic tools and personalized treatment plans, and provides smarter living environments through smart cities and innovative technologies.
Del 41 - Learning and Analytics in Intelligent Systems
Artificial Intelligence for Future Society
Proceedings of the International Conference on Artificial Intelligence for Society
Häftad, Engelska, 2025
2 523 kr
Skickas inom 10-15 vardagar
"Artificial Intelligence for Future Society" presents the revolution in future societies by enhancing efficiency, connectivity, and personalization across various sectors. Its future aspects include the integration of AI in everyday life through smart cities, autonomous vehicles, and advanced healthcare systems, providing a more intelligent, responsive, and adaptive environment that meets the evolving needs of humanity. This volume explores the most recent innovations and significant developments in the domains of Artificial Intelligence and its impact in transforming society, propelling innovation across diverse fields such as healthcare, education, finance, and transportation. It spans a wide range of dimensions, including:Societal Diversity Innovation in the Digital Age Business Information Systems Advancement in Healthcare, HSI, and Global CollaborationBy merging cutting-edge theoretical insights with practical applications, this volume provides researchers, practitioners, and students with the essential knowledge and tools to explore and advance within the dynamic field of Artificial Intelligence. Artificial Intelligence brings numerous benefits to society, including improved efficiency and productivity in various industries through automation and intelligent data analysis. It enhances healthcare with advanced diagnostic tools and personalized treatment plans, and provides smarter living environments through smart cities and innovative technologies.
Del 54 - Learning and Analytics in Intelligent Systems
Artificial Intelligence for Future Society
Proceedings of the 2nd International Conference on Artificial Intelligence for Future Society (AIFS-2025)
Inbunden, Engelska, 2026
3 471 kr
Kommande
Artificial Intelligence for Future Society: Proceedings of the 2nd International Conference on AIFS-2025 is a collection of cutting-edge research, case studies, and transformative ideas presented by global experts at the forefront of AI innovation. This volume showcases the convergence of intelligence and technology through real-world applications and theoretical advancements that are shaping the future of our society. The proceedings span around five themes: • Digital Diversity• Human-Machine Interaction• Social Impact and Ethical Issues• Business Intelligence• Healthcare and Paradigm Shift.By merging theoretical knowledge with practical applications, this book provides a panoramic view of AI’s role in creating smart, sustainable, and inclusive systems across sectors. The book empowers AI researchers, practitioners, policymakers, or enthusiasts and frame a pathway from adaptive learning models and data-driven society to ethical algorithms and AI-enabled global collaboration. This edition is a definitive reference for anyone committed to advancing technology for the greater good.
3 370 kr
Kommande
This book explores the growing influence of generative artificial intelligence in reshaping business practices, economic systems, and strategic decision-making. Centred on the theoretical foundations, computational models, and applied use cases of generative AI, it brings together contemporary research and real-world applications across key domains such as finance, markets, entrepreneurship, supply chains, policy analysis, and sustainability. The chapters address large language models, generative analytics, intelligent automation, predictive modelling, and human–AI collaboration in economic and organizational contexts. By combining rigorous analytical approaches with practical insights, the book offers a timely reference to researchers, practitioners, students, and policymakers.
Del 46 - Smart Innovation, Systems and Technologies
Combinations of Intelligent Methods and Applications
Proceedings of the 4th International Workshop, CIMA 2014, Limassol, Cyprus, November 2014 (at ICTAI 2014)
Inbunden, Engelska, 2016
1 101 kr
Skickas inom 10-15 vardagar
This volumeincludes extended and revised versions of the papers presented at the 4thWorkshop on “Combinations of Intelligent Methods and Applications” (CIMA 2014) whichwas intended to become a forum for exchanging experience and ideas amongresearchers and practitioners dealing with combinations of differentintelligent methods in Artificial Intelligence. The aim is to create integratedor hybrid methods that benefit from each of their components. Some of theexisting presented efforts combine soft computing methods (fuzzy logic, neuralnetworks and genetic algorithms). Another stream of efforts integrates case-basedreasoning or machine learning with soft-computing methods. Some of thecombinations have been more widely explored, like neuro-symbolic methods,neuro-fuzzy methods and methods combining rule-based and case-based reasoning.CIMA 2014 was held in conjunction with the 26th IEEE InternationalConference on Tools with Artificial Intelligence (ICTAI2014).
Advances in Combining Intelligent Methods
Postproceedings of the 5th International Workshop CIMA-2015, Vietri sul Mare, Italy, November 2015 (at ICTAI 2015)
Inbunden, Engelska, 2016
1 101 kr
Skickas inom 10-15 vardagar
Complex problems usually cannot be solved by individual methods or techniques and require the synergism of more than one of them to be solved. This book presents a number of current efforts that use combinations of methods or techniques to solve complex problems in the areas of sentiment analysis, search in GIS, graph-based social networking, intelligent e-learning systems, data mining and recommendation systems. Most of them are connected with specific applications, whereas the rest are combinations based on principles. Most of the chapters are extended versions of the corresponding papers presented in CIMA-15 Workshop, which took place in conjunction with IEEE ICTAI-15, in November 2015. The rest are invited papers that responded to special call for papers for the book. The book is addressed to researchers and practitioners from academia or industry, who are interested in using combined methods in solving complex problems in the above areas.
Del 85 - Smart Innovation, Systems and Technologies
Advances in Hybridization of Intelligent Methods
Models, Systems and Applications
Inbunden, Engelska, 2017
1 069 kr
Skickas inom 10-15 vardagar
This book presents recent research on the hybridization of intelligent methods, which refers to combining methods to solve complex problems. It discusses hybrid approaches covering different areas of intelligent methods and technologies, such as neural networks, swarm intelligence, machine learning, reinforcement learning, deep learning, agent-based approaches, knowledge-based system and image processing. The book includes extended and revised versions of invited papers presented at the 6th International Workshop on Combinations of Intelligent Methods and Applications (CIMA 2016), held in The Hague, Holland, in August 2016. The book is intended for researchers and practitioners from academia and industry interested in using hybrid methods for solving complex problems.
Del 10344 - Lecture Notes in Computer Science
Towards Integrative Machine Learning and Knowledge Extraction
BIRS Workshop, Banff, AB, Canada, July 24-26, 2015, Revised Selected Papers
Häftad, Engelska, 2017
538 kr
Skickas inom 10-15 vardagar
The BIRS Workshop “Advances in Interactive Knowledge Discovery and Data Mining in Complex and Big Data Sets” (15w2181), held in July 2015 in Banff, Canada, was dedicated to stimulating a cross-domain integrative machine-learning approach and appraisal of “hot topics” toward tackling the grand challenge of reaching a level of useful and useable computational intelligence with a focus on real-world problems, such as in the health domain. This encompasses learning from prior data, extracting and discovering knowledge, generalizing the results, fighting the curse of dimensionality, and ultimately disentangling the underlying explanatory factors in complex data, i.e., to make sense of data within the context of the application domain. The workshop aimed to contribute advancements in promising novel areas such as at the intersection of machine learning and topological data analysis. History has shown that most often the overlapping areas at intersections of seemingly disparate fields are key for the stimulation of new insights and further advances. This is particularly true for the extremely broad field of machine learning.
Del 46 - Smart Innovation, Systems and Technologies
Combinations of Intelligent Methods and Applications
Proceedings of the 4th International Workshop, CIMA 2014, Limassol, Cyprus, November 2014 (at ICTAI 2014)
Häftad, Engelska, 2018
1 069 kr
Skickas inom 10-15 vardagar
This volumeincludes extended and revised versions of the papers presented at the 4thWorkshop on “Combinations of Intelligent Methods and Applications” (CIMA 2014) whichwas intended to become a forum for exchanging experience and ideas amongresearchers and practitioners dealing with combinations of differentintelligent methods in Artificial Intelligence. The aim is to create integratedor hybrid methods that benefit from each of their components. Some of theexisting presented efforts combine soft computing methods (fuzzy logic, neuralnetworks and genetic algorithms). Another stream of efforts integrates case-basedreasoning or machine learning with soft-computing methods. Some of thecombinations have been more widely explored, like neuro-symbolic methods,neuro-fuzzy methods and methods combining rule-based and case-based reasoning.CIMA 2014 was held in conjunction with the 26th IEEE InternationalConference on Tools with Artificial Intelligence (ICTAI2014).
Advances in Combining Intelligent Methods
Postproceedings of the 5th International Workshop CIMA-2015, Vietri sul Mare, Italy, November 2015 (at ICTAI 2015)
Häftad, Engelska, 2018
1 101 kr
Skickas inom 10-15 vardagar
Complex problems usually cannot be solved by individual methods or techniques and require the synergism of more than one of them to be solved.
Del 85 - Smart Innovation, Systems and Technologies
Advances in Hybridization of Intelligent Methods
Models, Systems and Applications
Häftad, Engelska, 2018
1 069 kr
Skickas inom 10-15 vardagar
This book presents recent research on the hybridization of intelligent methods, which refers to combining methods to solve complex problems.
1 101 kr
Skickas inom 10-15 vardagar
Hybrid Intelligent Systems has become an important research topic in computer science and a key application field in science and engineering. This book offers a gentle introduction to the engineering aspects of hybrid intelligent systems, also emphasizing the interrelation with the main intelligent technologies such as genetic algorithms ? evolutionary computation, neural networks, fuzzy systems, evolvable hardware, DNA computing, artificial immune systems. A unitary whole of theory and application, the book provides readers with the fundamentals, background information, and practical methods for building a hybrid intelligent system. It treats a panoply of applications, including many in industry, educational systems, forecasting, financial engineering, and bioinformatics. This volume is useful to newcomers in the field because it quickly familiarizes them with engineering elements of developing hybrid intelligent systems and a wide range of real applications, including non-industrial applications.Researchers, developers and technically oriented managers can use the book for developing both new hybrid intelligent systems approaches and new applications requiring the hybridization of the typical tools and concepts to computational intelligence.
1 040 kr
Skickas inom 10-15 vardagar
The two volumes LNAI 2773 and LNAI 2774 constitute the refereed proceedings of the 7th International Conference on Knowledge-Based Intelligent Information and Engineering Systems, KES 2003, held in Oxford, UK in September 2003. The 390 revised papers and poster papers presented were carefully reviewed and selected from numerous submissions. Among the areas covered are knowledge-based systems, neural computing, fuzzy logic, uncertainty, machine learning, soft computing, agent systems, intelligent agents, data mining, knowledge discovery, hybrid intelligent systems, natural language processing, information retrieval, Web applications, case-based reasoning, evolutionary computing, signal processing, ontologies, decision making, human-computer interaction, intelligent user interfaces, neuroscience, intelligent agents, biocomputing, etc.
653 kr
Skickas inom 10-15 vardagar
The two volumes LNAI 2773 and LNAI 2774 constitute the refereed proceedings of the 7th International Conference on Knowledge-Based Intelligent Information and Engineering Systems, KES 2003, held in Oxford, UK in September 2003. The 390 revised papers and poster papers presented were carefully reviewed and selected from numerous submissions. Among the areas covered are knowledge-based systems, neural computing, fuzzy logic, uncertainty, machine learning, soft computing, agent systems, intelligent agents, data mining, knowledge discovery, hybrid intelligent systems, natural language processing, information retrieval, Web applications, case-based reasoning, evolutionary computing, signal processing, ontologies, decision making, human-computer interaction, intelligent user interfaces, neuroscience, intelligent agents, biocomputing, etc.
Del 66 - Studies in Computational Intelligence
Advances in Evolutionary Computing for System Design
Inbunden, Engelska, 2007
1 600 kr
Skickas inom 10-15 vardagar
Evolutionary computing paradigms offer robust and powerful adaptive search mechanisms for system design. This book includes thirteen chapters covering a wide area of topics in evolutionary computing and applications including: Introduction to evolutionary computing in system design; evolutionary neuro-fuzzy systems; evolution of fuzzy controllers; genetic algorithms for multi-classifier design; evolutionary grooming of traffic; evolutionary particle swarms; fuzzy logic systems using genetic algorithms; evolutionary algorithms and immune learning for neural network-based controller design; distributed problem solving using evolutionary learning; evolutionary computing within grid environment; evolutionary game theory in wireless mesh networks; hybrid multiobjective evolutionary algorithms for the sailor assignment problem; evolutionary techniques in hardware optimization. This book will be useful to researchers in intelligent systems with interest in evolutionary computing, application engineers and system designers. The book can also be used by students and lecturers as an advanced reading material for courses on evolutionary computing.
Del 174 - Studies in Fuzziness and Soft Computing
Computational Intelligence
Engineering of Hybrid Systems
Häftad, Engelska, 2010
1 069 kr
Skickas inom 10-15 vardagar
Hybrid Intelligent Systems has become an important research topic in computer science and a key application field in science and engineering. This book offers a gentle introduction to the engineering aspects of hybrid intelligent systems, also emphasizing the interrelation with the main intelligent technologies such as genetic algorithms – evolutionary computation, neural networks, fuzzy systems, evolvable hardware, DNA computing, artificial immune systems. A unitary whole of theory and application, the book provides readers with the fundamentals, background information, and practical methods for building a hybrid intelligent system. It treats a panoply of applications, including many in industry, educational systems, forecasting, financial engineering, and bioinformatics. This volume is useful to newcomers in the field because it quickly familiarizes them with engineering elements of developing hybrid intelligent systems and a wide range of real applications, including non-industrial applications. Researchers, developers and technically oriented managers can use the book for developing both new hybrid intelligent systems approaches and new applications requiring the hybridization of the typical tools and concepts to computational intelligence.
Del 66 - Studies in Computational Intelligence
Advances in Evolutionary Computing for System Design
Häftad, Engelska, 2010
1 600 kr
Skickas inom 10-15 vardagar
Evolutionary computing paradigms offer robust and powerful adaptive search mechanisms for system design. This book includes thirteen chapters covering a wide area of topics in evolutionary computing and applications including: Introduction to evolutionary computing in system design; evolutionary neuro-fuzzy systems; evolution of fuzzy controllers; genetic algorithms for multi-classifier design; evolutionary grooming of traffic; evolutionary particle swarms; fuzzy logic systems using genetic algorithms; evolutionary algorithms and immune learning for neural network-based controller design; distributed problem solving using evolutionary learning; evolutionary computing within grid environment; evolutionary game theory in wireless mesh networks; hybrid multiobjective evolutionary algorithms for the sailor assignment problem; evolutionary techniques in hardware optimization. This book will be useful to researchers in intelligent systems with interest in evolutionary computing, application engineers and system designers. The book can also be used by students and lecturers as an advanced reading material for courses on evolutionary computing.
Del 452 - Studies in Computational Intelligence
Advanced Techniques in Web Intelligence-2
Web User Browsing Behaviour and Preference Analysis
Inbunden, Engelska, 2012
1 101 kr
Skickas inom 10-15 vardagar
This research volume focuses on analyzing the web user browsing behaviour and preferences in traditional web-based environments, social networks and web 2.0 applications, by using advanced techniques in data acquisition, data processing, pattern extraction and cognitive science for modeling the human actions. The book is directed to graduate students, researchers/scientists and engineers interested in updating their knowledge with the recent trends in web user analysis, for developing the next generation of web-based systems and applications.
Del 23 - Smart Innovation, Systems and Technologies
Combinations of Intelligent Methods and Applications
Proceedings of the 3rd International Workshop, CIMA 2012, Montpellier, France, August 2012
Inbunden, Engelska, 2013
1 648 kr
Skickas inom 10-15 vardagar
The combination of different intelligent methods is a very active research area in Artificial Intelligence (AI). The aim is to create integrated or hybrid methods that benefit from each of their components. The 3rd Workshop on “Combinations of Intelligent Methods and Applications” (CIMA 2012) was intended to become a forum for exchanging experience and ideas among researchers and practitioners who are dealing with combining intelligent methods either based on first principles or in the context of specific applications. CIMA 2012 was held in conjunction with the 22nd European Conference on Artificial Intelligence (ECAI 2012). This volume includes revised versions of the papers presented at CIMA 2012.
Del 452 - Studies in Computational Intelligence
Advanced Techniques in Web Intelligence-2
Web User Browsing Behaviour and Preference Analysis
Häftad, Engelska, 2014
1 101 kr
Skickas inom 10-15 vardagar
This research volume focuses on analyzing the web user browsing behaviour and preferences in traditional web-based environments, social networks and web 2.0 applications, by using advanced techniques in data acquisition, data processing, pattern extraction and cognitive science for modeling the human actions. The book is directed to graduate students, researchers/scientists and engineers interested in updating their knowledge with the recent trends in web user analysis, for developing the next generation of web-based systems and applications.
Del 23 - Smart Innovation, Systems and Technologies
Combinations of Intelligent Methods and Applications
Proceedings of the 3rd International Workshop, CIMA 2012, Montpellier, France, August 2012
Häftad, Engelska, 2015
1 648 kr
Skickas inom 10-15 vardagar
The combination of different intelligent methods is a very active research area in Artificial Intelligence (AI). The aim is to create integrated or hybrid methods that benefit from each of their components. The 3rd Workshop on “Combinations of Intelligent Methods and Applications” (CIMA 2012) was intended to become a forum for exchanging experience and ideas among researchers and practitioners who are dealing with combining intelligent methods either based on first principles or in the context of specific applications. CIMA 2012 was held in conjunction with the 22nd European Conference on Artificial Intelligence (ECAI 2012). This volume includes revised versions of the papers presented at CIMA 2012.
Del 649 - Lecture Notes in Electrical Engineering
Emerging Trends in Photonics, Signal Processing and Communication Engineering
Proceedings of ICPSPCT 2018
Inbunden, Engelska, 2020
1 069 kr
Skickas inom 10-15 vardagar
This volumes presents select papers presented during the International Conference on Photonics, Communication and Signal Processing Technologies held in Bangalore from July 18th to 20th, 2018.
Del 649 - Lecture Notes in Electrical Engineering
Emerging Trends in Photonics, Signal Processing and Communication Engineering
Proceedings of ICPSPCT 2018
Häftad, Engelska, 2021
1 069 kr
Skickas inom 10-15 vardagar
This volumes presents select papers presented during the International Conference on Photonics, Communication and Signal Processing Technologies held in Bangalore from July 18th to 20th, 2018.