Intelligent Systems Reference Library – serie
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548 produkter
Machine Learning Approaches in Financial Analytics
Av Leandros A. Maglaras, Sonali Das m. fl.
Inbunden, 2024
3036 kr
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This book addresses the growing need for a comprehensive guide to the application of machine learning in financial analytics. It offers a valuable resource for both beginners and experienced professionals in finance and data science by covering the theoretical foundations, practical …
Metaheuristics for Data Clustering and Image Segmentation
Av Meera Ramadas, Ajith Abraham
Inbunden, 2019
1131 kr
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In this book, differential evolution and its modified variants are applied to the clustering of data and images. Metaheuristics have emerged as potential algorithms for dealing with complex optimization problems, which are otherwise difficult to solve using traditional methods. In this regard, …
Internet of Things and Big Data Analytics for Smart Generation
Av Valentina E. Balas, Vijender Kumar Solanki m. fl.
Inbunden, 2019
1693 kr
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This book discusses emerging technologies in the field of the Internet of Things and big data, an area that will be scaled in next two decades. Written by a team of leading experts, it is the only book focusing on the broad areas of both the Internet of things and big data. The thirteen chapters …
Outlier Detection: Techniques and Applications
A Data Mining Perspective
Av N. N. R. Ranga Suri, Narasimha Murty M m. fl.
Inbunden, 2019
2030 kr
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This book, drawing on recent literature, highlights several methodologies for the detection of outliers and explains how to apply them to solve several interesting real-life problems. The detection of objects that deviate from the norm in a data set is an essential task in data mining due to its …
Extensions of Dynamic Programming for Combinatorial Optimization and Data Mining
Av Hassan AbouEisha, Talha Amin m. fl.
Häftad, 2019
1131 kr
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Dynamic programming is an efficient technique for solving optimization problems. It is based on breaking the initial problem down into simpler ones and solving these sub-problems, beginning with the simplest ones. A conventional dynamic programming algorithm returns an optimal object from a given …
Machine Learning Paradigms
Advances in Data Analytics
Av George A. Tsihrintzis, Dionisios N. Sotiropoulos m. fl.
Häftad, 2018
1917 kr
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This book explores some of the emerging scientific and technological areas in which the need for data analytics arises and is likely to play a significant role in the years to come. At the dawn of the 4th Industrial Revolution, data analytics is emerging as a force that drives towards dramatic …
Nature Inspired Optimization Techniques for Image Processing Applications
Av Jude Hemanth, Valentina Emilia Balas
Häftad, 2019
1098 kr
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This book provides a platform for exploring nature-inspired optimization techniques in the context of imaging applications. Optimization has become part and parcel of all computational vision applications, and since the amount of data used in these applications is vast, the need for optimization …
AI in Cybersecurity
Häftad, 2018
2254 kr
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This book presents a collection of state-of-the-art AI approaches to cybersecurity and cyberthreat intelligence, offering strategic defense mechanisms for malware, addressing cybercrime, and assessing vulnerabilities to yield proactive rather than reactive countermeasures. The current variety and …
Recent Advances in Ensembles for Feature Selection
Av Verónica Bolón-Canedo, Amparo Alonso-Betanzos
Häftad, 2019
1131 kr
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This book offers a comprehensive overview of ensemble learning in the field of feature selection (FS), which consists of combining the output of multiple methods to obtain better results than any single method. It reviews various techniques for combining partial results, measuring diversity and …
Complex Networks in Software, Knowledge, and Social Systems
Av Miloš Savić, Mirjana Ivanović m. fl.
Häftad, 2019
1098 kr
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This book provides a comprehensive review of complex networks from three different domains, presents novel methods for analyzing them, and highlights applications with accompanying case studies. Special emphasis is placed on three specific kinds of complex networks of high technological and …
Bridging the Semantic Gap in Image and Video Analysis
Av Halina Kwaśnicka, Lakhmi C. Jain
Häftad, 2019
552 kr
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This book presents cutting-edge research on various ways to bridge the semantic gap in image and video analysis. The respective chapters address different stages of image processing, revealing that the first step is a future extraction, the second is a segmentation process, the third is object …
Decision and Inhibitory Trees and Rules for Decision Tables with Many-valued Decisions
Av Fawaz Alsolami, Mohammad Azad m. fl.
Inbunden, 2019
1098 kr
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The results presented here (including the assessment of a new tool – inhibitory trees) offer valuable tools for researchers in the areas of data mining, knowledge discovery, and machine learning, especially those whose work involves decision tables with many-valued decisions. The authors consider …
Decision and Inhibitory Trees and Rules for Decision Tables with Many-valued Decisions
Av Fawaz Alsolami, Mohammad Azad m. fl.
Häftad, 2020
1098 kr
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The results presented here (including the assessment of a new tool – inhibitory trees) offer valuable tools for researchers in the areas of data mining, knowledge discovery, and machine learning, especially those whose work involves decision tables with many-valued decisions. The authors consider …
Machine Learning Paradigms
Advances in Learning Analytics
Av Maria Virvou, Efthimios Alepis m. fl.
Inbunden, 2019
1597 kr
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This book presents recent machine learning paradigms and advances in learning analytics, an emerging research discipline concerned with the collection, advanced processing, and extraction of useful information from both educators’ and learners’ data with the goal of improving education and learning …
Intelligent Decision Support Systems—A Journey to Smarter Healthcare
Av Smaranda Belciug, Florin Gorunescu
Inbunden, 2019
1131 kr
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The goal of this book is to provide, in a friendly and refreshing manner, both theoretical concepts and practical techniques for the important and exciting field of Artificial Intelligence that can be directly applied to real-world healthcare problems. Healthcare – the final frontier. Lately, it …
Innovations in Big Data Mining and Embedded Knowledge
Av Anna Esposito, Antonietta M. Esposito m. fl.
Inbunden, 2019
1580 kr
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This book addresses the usefulness of knowledge discovery through data mining. With this aim, contributors from different fields propose concrete problems and applications showing how data mining and discovering embedded knowledge from raw data can be beneficial to social organizations, domestic …
Innovations in Big Data Mining and Embedded Knowledge
Av Anna Esposito, Antonietta M. Esposito m. fl.
Häftad, 2020
1131 kr
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This book addresses the usefulness of knowledge discovery through data mining. With this aim, contributors from different fields propose concrete problems and applications showing how data mining and discovering embedded knowledge from raw data can be beneficial to social organizations, domestic …
New Advancements in Swarm Algorithms: Operators and Applications
Av Erik Cuevas, Fernando Fausto m. fl.
Inbunden, 2019
1131 kr
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This book presents advances in alternative swarm development that have proved to be effective in several complex problems. Swarm intelligence (SI) is a problem-solving methodology that results from the cooperation between a set of agents with similar characteristics. The study of biological …
Adaptive and Intelligent Control of Microbial Fuel Cells
Av Ravi Patel, Dipankar Deb m. fl.
Inbunden, 2019
1098 kr
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This book addresses a range of solutions and effective control techniques for Microbial Fuel Cells (MFCs), intended as a response to the increased energy consumption and wastewater production stemming from globalization. It describes the fundamentals of MFCs and control-oriented mathematical …
Computational Geometry, Topology and Physics of Digital Images with Applications
Shape Complexes, Optical Vortex Nerves and Proximities
Inbunden, 2019
1862 kr
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This book discusses the computational geometry, topology and physics of digital images and video frame sequences. This trio of computational approaches encompasses the study of shape complexes, optical vortex nerves and proximities embedded in triangulated video frames and single images, while …
Computational Geometry, Topology and Physics of Digital Images with Applications
Shape Complexes, Optical Vortex Nerves and Proximities
Häftad, 2020
1862 kr
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This book discusses the computational geometry, topology and physics of digital images and video frame sequences. This trio of computational approaches encompasses the study of shape complexes, optical vortex nerves and proximities embedded in triangulated video frames and single images, while …
Temporal Structure of Multimodal Communication
Theory, Methods and Applications
Av Laszlo Hunyadi, István Szekrényes
Inbunden, 2019
1067 kr
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The general focus of this book is on multimodal communication, which captures the temporal patterns of behavior in various dialogue settings. After an overview of current theoretical models of verbal and nonverbal communication cues, it presents studies on a range of related topics: paraverbal …
Temporal Structure of Multimodal Communication
Theory, Methods and Applications
Av Laszlo Hunyadi, István Szekrényes
Häftad, 2020
1067 kr
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The general focus of this book is on multimodal communication, which captures the temporal patterns of behavior in various dialogue settings. After an overview of current theoretical models of verbal and nonverbal communication cues, it presents studies on a range of related topics: paraverbal …
Handbook of Internet of Things in Biomedical and Cyber Physical System
Av Valentina E. Balas, Vijender Kumar Solanki m. fl.
Inbunden, 2019
2189 kr
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This book presents a compilation of state-of-the-art work on biomedical and cyber-physical systems in connection with the Internet of Things, and successfully blends theory and practice. The book covers the studies belonging to Biomedical and Cyber-physical System, so it is a unique effort by the …
Handbook of Internet of Things in Biomedical and Cyber Physical System
Av Valentina E. Balas, Vijender Kumar Solanki m. fl.
Häftad, 2020
2189 kr
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This book presents a compilation of state-of-the-art work on biomedical and cyber-physical systems in connection with the Internet of Things, and successfully blends theory and practice. The book covers the studies belonging to Biomedical and Cyber-physical System, so it is a unique effort by the …
Design of Assistive Technology for Ageing Populations
Av Andree Woodcock, Louise Moody m. fl.
Inbunden, 2019
1693 kr
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This book focuses on various aspects of research on ageing, including in relation to assistive technology; dignity of aging; how technology can support a greater understanding of the experience of physically aging and cognitive changes; mobility issues associated with the elderly; and emerging …
Design of Assistive Technology for Ageing Populations
Av Andree Woodcock, Louise Moody m. fl.
Häftad, 2020
1693 kr
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This book focuses on various aspects of research on ageing, including in relation to assistive technology; dignity of aging; how technology can support a greater understanding of the experience of physically aging and cognitive changes; mobility issues associated with the elderly; and emerging …
Techniques, Tools and Methodologies Applied to Global Supply Chain Ecosystems
Av Jorge Luis García-Alcaraz, Cuauhtémoc Sánchez-Ramírez m. fl.
Inbunden, 2019
1805 kr
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This book presents the latest developments concerning techniques, tools, and methodologies in supply chain ecosystems. It gathers contributions from a variety of experts, who analyze a range of case studies and industrial sectors such as manufacturing, energy, agricultural, healthcare, humanitarian …
Techniques, Tools and Methodologies Applied to Global Supply Chain Ecosystems
Av Jorge Luis García-Alcaraz, Cuauhtémoc Sánchez-Ramírez m. fl.
Häftad, 2020
1805 kr
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This book presents the latest developments concerning techniques, tools, and methodologies in supply chain ecosystems. It gathers contributions from a variety of experts, who analyze a range of case studies and industrial sectors such as manufacturing, energy, agricultural, healthcare, humanitarian …
Topics in Rough Set Theory
Current Applications to Granular Computing
Av Seiki Akama, Yasuo Kudo m. fl.
Inbunden, 2019
1131 kr
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This book discusses current topics in rough set theory. Since Pawlak’s rough set theory was first proposed to offer a basis for imprecise and uncertain data and reasoning from data, many workers have investigated its foundations and applications. Examining various topical issues, including …
