Springer, 2012. — 473 p. — ISBN: 3642284086, 9783642284090 Series: Studies in Computational Intelligence, Vol. 444 Business Process Management (BPM) has been in existence for decades. It uses, complements, integrates and extends theories, methods and tools from other scientific disciplines like: strategic management, information technology, managerial accounting, operations...
Springer-Verlag Berlin Heidelberg, 2013. XV, 344 p. 214 illus. — ISBN: 978-3-642-37386-2, ISBN: 978-3-642-37387-9 (eBook), DOI 10.1007/978-3-642-37387-9. — (Series: Studies in Computational Intelligence, Vol. 480). Presents theoretical and methodological aspects of incorporating intelligence in robots and automation systems State-of-the-art methodologies in Robotics and...
Springer, 2015. — 498 p. — (Studies in Computational Intelligence). — ISBN: 9783319134482, 9783319134499 Huynh V.-N., Kreinovich V., Sriboonchitta S., Suriya K. (eds.) This edited book contains several state-of-the-art papers devoted to econometrics of risk. Some papers provide theoretical analysis of the corresponding mathematical, statistical, computational, and economical...
Springer, 2018. — 788 p. — (Studies in Computational Intelligence 753). — ISBN: 9783319709413, 9783319709420. This book presents recent research on predictive econometrics and big data. Gathering edited papers presented at the 11th International Conference of the Thailand Econometric Society (TES2018), held in Chiang Mai, Thailand, on January 10-12, 2018, its main focus is on...
Springer, 2011. — 262 p. — (Studies in Computational Intelligence 353) — ISBN: 978-3-642-20352-7. The use of complex numbers in neural networks is as natural as their use in other engineering areas and in mathematics. The history of complex numbers shows that although it took a long time for them to be accepted (almost 300 years from the first reference to "imaginary numbers"...
Springer, 2013. — 797 p. Alan Turing pioneered many research areas such as artificial intelligence, computability, heuristics and pattern formation. Nowadays at the information age, it is hard to imagine how the world would be without computers and the Internet. Without Turing's work, especially the core concept of Turing Machine at the heart of every computer, mobile phone and...
Springer, 2018. — 472 p. — (Studies in Computational Intelligence 801). — ISBN: 978-3-030-02356-0. The book focuses on machine learning. Divided into three parts, the first part discusses the feature selection problem. The second part then describes the application of machine learning in the classification problem, while the third part presents an overview of real-world...
Series: Studies in Computational Intelligence (Book 291). — Springer, 2010. — 127 p. ISBN: 978-3642139314, e-ISBN: 978-3642139321. This book presents new algorithms for reinforcement learning, a form of machine learning in which an autonomous agent seeks a control policy for a sequential decision task. Since current methods typically rely on manually designed solution...
Extended Contributions from the 2009 EvoDeRob Workshop. — Springer-Verlag Berlin Heidelberg, 2011. XVI, 225 p. — ISBN: 978-3-642-18271-6, e-ISBN: 978-3-642-18272-3, DOI 10.1007/978-3-642-18272-3 — (Studies in Computational Intelligence,Volume 341). Evolutionary Algorithms (EAs) now provide mature optimization tools that have successfully been applied to many problems, from...
Springer, 2013. — 282 p. — (Studies in Computational Intelligence, Vol. 517). The series ‘‘Studies in Computational Intelligence’’ (SCI) publishes new developments and advances in the various areas of computational intelligence — quickly and with a high quality. The intent is to cover the theory, applications, and design methods of computational intelligence, as embedded in the...
Springer, 2018. — 763 p. — (Studies in Computational Intelligence 740). — ISBN: 9783319670553, 9783319670560. This book brings together scientists, researchers, practitioners, and students from academia and industry to present recent and ongoing research activities concerning the latest advances, techniques, and applications of natural language processing systems, and to...
Springer, 2008. — 562 p. — (Studies in Computational Intelligence 118). — ISBN: 354078487X. This book contains valuable studies in data mining from both foundational and practical perspectives. The foundational studies of data mining may help to lay a solid foundation for data mining as a scientific discipline, while the practical studies of data mining may lead to new data...
Springer, 2017. — 208 p. — (Studies in Computational Intelligence). — ISBN10: 3319666037, 13 978-3319666037. This book describes new theories and applications of artificial neural networks, with a special focus on neural computation, cognitive science and machine learning. It discusses cutting-edge research at the intersection between different fields, from topics such as...
Springer, 2013 — 216 p. Series: Studies in Computational Intelligence In the last decade we have seen the emergence of a new inter-disciplinary field concentrating on the understanding large networks which are dynamic, large, open, and have a structure that borders order and randomness. The field of Complex Networks has helped us better understand many complex phenomena such as...
Springer, 2011. — 397 p. — (Studies in Computational Intelligence 354). — ISBN: 3642205410 Chaos-based cryptography, attracting many researchers in the past decade, is a research field across two fields, i.e., chaos (nonlinear dynamic system) and cryptography (computer and data security). It Chaos' properties, such as randomness and ergodicity, have been proved to be suitable...
Springer, 2009. — 272 p. — (Studies in Computational Intelligence, Volume 287). As cameras become more pervasive in our daily life, vast amounts of video data are generated. The popularity of YouTube and similar websites such as Tudou and Youku provides strong evidence for the increasing role of video in society. One of the main challenges confronting us in the era of...
Springer, 2007. — 378 p. — ISBN: 3540362444, 978-3540362449. Series: Studies in Computational Intelligence (Book 36). The primary goal of this book is to present to the scientific and management communities a selection of applications using recent Soft Computing (SC) and Computing with Words and Perceptions (CWP) models and techniques meant to solve some economics and financial...
Springer, 2017. — 177 p. — (Studies in Computational Intelligence 697). — ISBN: 9783319516660, 9783319516684. This book demonstrates the power of neural networks in learning complex behavior from the underlying financial time series data. The results presented also show how neural networks can successfully be applied to volatility modeling, option pricing, and value-at-risk...
Springer Cham Heidelberg New York Dordrecht London, 2014, XII, 228 p. 192 illus., 56 illus. in color. With online files/update. — ISBN: 978-3-319-02471-4, ISBN: 978-3-319-02472-1 (eBook), DOI 10.1007/978-3-319-02472-1 — (Studies in Computational Intelligence, Vol. 521). Clear explanation of the algorithms described in flow diagrams and code Demonstrates the new artificial...
New Delhi: Springer India, 2014. — 201 p. — (Studies in Computational Intelligence 508). — ISBN 978-81-322-1562-2 Recurrent neural networks, which are essentially ANNs employing feedback interconnections between the neurons, were extensively explored after the concept of Lyapunov (or ‘energy’) functions, as a means of understanding the complex dynamics of such networks, was...
Springer, 2019. — 392 p. — ISBN: 3030124991. Recent Advances in Computational Intelligence (Studies in Computational Intelligence) by Raman Kumar This book comprehensively addresses computational intelligence, including the theories, methodologies and techniques underlying this evolving field, as well as its potential uses in various domains across the entire spectrum of the...
Springer, 2008 — 620 p. Studies in Computational Intelligence , 103 Intuitive consciousness/ wisdom is also one of the frontline areas in soft computing, which has to be always cultivated by meditation. This book is an introduction to some new fields in soft computing with its principal components of fuzzy logic, ANN and EA and it is hoped that it would be quite useful to study...
Springer, 2007. — 325 p. The human brain possesses the remarkable capability of understanding, interpreting, and producing human language, thereby relying mostly on the left hemisphere. The ability to acquire language is innate as can be seen from disorders such as specific language impairment (SLI), which manifests itself in a missing sense for grammaticality. Language...
Springer, 2008. — 322 p. — ISBN: 978-3540850656, e-ISBN: 978-3540850663. Bayesian networks currently provide one of the most rapidly growing areas of research in computer science and statistics. In compiling this volume we have brought together contributions from some of the most prestigious researchers in this field. Each of the twelve chapters is self-contained. Both...
Springer, 2013. — 310 p. — (Studies in Computational Intelligence) — ISBN: 3642393039 Solving scheduling problems has long presented a challenge for computer scientists and operations researchers. The field continues to expand as researchers and practitioners examine ever more challenging problems and develop automated methods capable of solving them.This book provides 11 case...
Springer, 2011. — 214 p. — ISBN: 978-3-642-19405-4, e-ISBN: 978-3-642-19406-1. Series: Studies in Computational Intelligence (Book 345). Data fusion problems arise frequently in many different fields. This book provides a specific introduction to data fusion problems using support vector machines. In the first part, this book begins with a brief survey of additive models and...
Springer, 2008 — 434 p. Studies in Computational Intelligence , Vol. 154 Soft Computing (SC) consists of several intelligent computing paradigms, including fuzzy logic, neural networks, and evolutionary algorithms, which can be used to produce powerful hybrid intelligent systems. This edited book comprises papers on diverse aspects of soft computing and hybrid intelligent...
Springer, 2015. — 213 p. — (Studies in Computational Intelligence, Book 607). — ISBN: 9783319198323 This book presents various recent applications of Artificial Intelligence in Information and Communication Technologies such as Search and Optimization methods, Machine Learning, Data Representation and Ontologies, and Multi-agent Systems. The main aim of this book is to help...
Series: Studies in Computational Intelligence (Book 165). Springer, 2009. — 298 p. — ISBN: 978-3540880660, e-ISBN: 978-3540880677. The aim of this book is to gather the most recent works that address issues related to the concept of mining complex data. The whole knowledge discovery process being involved, our goal is to provide researchers dealing with each step of this...
Springer, 2013. — 418 p. 79 illus — ISBN: 9783642393068 — (Series: Studies in Computational Intelligence, Vol. 502 ) The volume delivers a wealth of effective methods to deal with various types of uncertainty inherently existing in human-centric decision problems. It elaborates on comprehensive decision frameworks to handle different decision scenarios, which help use...
Springer, 2015. — 403 p. — (Studies in Computational Intelligence). — ISBN: 3319187805, 9783319187808. This volume contains nineteen research papers belonging to the areas of computational statistics, data mining, and their applications. Those papers, all written specifically for this volume, are their authors’ contributions to honour and celebrate Professor Jacek Koronacki on...
Springer International Publishing AG, 2017. — 231 p. — (Studies in Computational Intelligence. Volume 699) — ISBN: 9783319514741 This is a supplementary, complementary and companion brief monograph to the recently published monograph, by the same author, titled: “Intelligent Comparisons: Analytic Inequalities”, Studies in Computational Intelligence 609, Springer Heidelberg/New...
Springer, 2018. — 200 p. — (Studies in Computational Intelligence). — ISBN10: 3030004848, 13 978-3030004842. This book presents appealing contributions on computational intelligence and mathematics, connecting both areas and offering solutions to a number of interesting, real-world problems. Such problems often require novel solutions, as complexity exceeds the tractable size....
Springer, 2016. — 248 p. — (Studies in Computational Intelligence). — ISBN10: 3319443933. — ISBN13: 978-3319443935. This book presents advances and innovations in grouping genetic algorithms, enriched with new and unique heuristic optimization techniques. These algorithms are specially designed for solving industrial grouping problems where system entities are to be partitioned...
Springer, 2020. — 167 p. — (Studies in Computational Intelligence 818). — ISBN: 9783030133887, 9783030133894. This book presents the bi-partial approach to data analysis, which is both uniquely general and enables the development of techniques for many data analysis problems, including related models and algorithms. It is based on adequate representation of the essential...
New York: Springer, 2016. — 282 p. — (Studies in Computational Intelligence 637). This timely review book summarizes the state-of-the-art developments in nature-inspired optimization algorithms and their applications in engineering. Algorithms and topics include the overview and history of nature-inspired algorithms, discrete firefly algorithm, discrete cuckoo search, plant...
Springer International Publishing AG, 2017. — 135 p. — (Studies in Computational Intelligence 682) — ISBN: 9783319504896 Medical imaging is a field of knowledge dealing with the methods of acquisition and analysis of images occurring in biological and medical research. The acquired images are used for research, diagnostic, therapeutic or educational purposes. The rapid...
Springer, 2016. — 370 p. — (Studies in Computational Intelligence). — ISBN: 366249177X, 9783662491775 This book at hand explores emerging scientific and technological areas in which Intelligent Computing Systems provide efficient solutions and, thus, may play a role in the years to come. It demonstrates how Intelligent Computing Systems make use of computational methodologies...
Springer, Japan, 2015. — 151 p. — (Studies in Computational Intelligence. Volume 564) — ISBN: 9784431552086 Computer based modeling and simulation have become useful tools to facilitate humans to understand systems in different domains, such as physics, chemistry, biology, economics, engineering and social science. A complex system is featured with a large number of interacting...
NY: Springer, 2009. — 223 p. — (Studies in Computational Intelligence 249). — ISBN: 978-3-642-04004-7. Exploratory data analysis, also known as data mining or knowledge discovery from databases, is typically based on the optimisation of a specific function of a dataset. Such optimisation is often performed with gradient descent or variations thereof. In this book, we first lay...
Springer, 2019. — 245 p. — (Studies in Computational Intelligence 811). — ISBN: 978-3-030-12126-6. This book covers the conventional and most recent theories and applications in the area of evolutionary algorithms, swarm intelligence, and meta-heuristics. Each chapter offers a comprehensive description of a specific algorithm, from the mathematical model to its practical...
Springer, 2016. — 364 p. — (Studies in Computational Intelligence). — ISBN: 3319272667, 9783319272665 This book presents a broad variety of different contemporary IT methods and applications in Intelligent Systems is displayed. Every book chapter represents a detailed, specific, far reaching and original re-search in a respective scientific and practical field. However, all of...
Springer, 2019. — 203 p. — (Studies in Computational Intelligence 843) — ISBN: 978-3-030-24408-8 This book highlights the latest advances in the application of artificial intelligence to healthcare and medicine. It gathers selected papers presented at the 2019 Health Intelligence workshop, which was jointly held with the Association for the Advancement of Artificial...
Springer, 2017. — 292 p. — (Studies in Computational Intelligence, vol. 683). — ISBN: 978-3-319-51052-1; ISBN: 978-3-319-51051-4. This book commemorates the 65th birthday of Dr. Boris Kovalerchuk, and reflects many of the research areas covered by his work. It focuses on data processing under uncertainty, especially fuzzy data processing, when uncertainty comes from the...
Springer, 2018. — 224 p. — (Studies in computational intelligence 722). — ISBN: 9783319613888, 331961388X, 9783319613871. This book gathers 12 of the most promising papers presented at the 15th International Conference on Software Engineering, Artificial Intelligence Research, Management and Applications (SERA 2017) held on June 7-9, 2017 at the University of Greenwich, London,...
Springer Cham Heidelberg New York Dordrecht London, 2014, XII, 107 p. 65 illus., 21 illus. in color. — ISBN: 978-3-319-05010-2, ISBN: 978-3-319-05011-9 (eBook), DOI 10.1007/978-3-319-05011-9 — (Studies in Computational Intelligence, Vol. 545). Presents the recent state-of-the-art of geometrical multiresolution methods leading to sparse image representations Provides many open...
Springer, 2009. — 272 p. — (Studies in Computational Intelligence 198). — ISBN: 978-3-642-00618-0. An efficient and adequate constraint-handling technique is a key element in the design of competitive evolutionary algorithms to solve complex optimization problems. This edited book presents a collection of recent advances in nature-inspired techniques for constrained numerical...
Springer, 2017. — 126 p. — (Studies in Computational Intelligence). — ISBN: 3319527509, 9783319527505 EISBN: 9783319527512 This book provides two general granular computing approaches to mining relational data, the first of which uses abstract descriptions of relational objects to build their granular representation, while the second extends existing granular data mining...
Springer, 2019. — 195 p. — (Studies in Computational Intelligence 755). This book discusses blind investigation and recovery of digital evidence left behind on digital devices, primarily for the purpose of tracing cybercrime sources and criminals. It presents an overview of the challenges of digital image forensics, with a specific focus on two of the most common forensic...
Series Studies in Computational Intelligence Volume 701. — Springer, 2017. — 511 p. — ISBN: 978-3-319-51723-0. The book consists of 20 contributed chapters by subject experts who are specialized in the various topics addressed in this book. The special chapters have been brought out in this book after a rigorous review process in the broad areas of modeling and applications of...
Springer: 2014, - 476 p. Language:English (Studies in Computational Intelligence) This book represents the combined peer-reviewed proceedings of the Eight International Symposium on Intelligent Distributed Computing - IDC'2014, of the Workshop on Cyber Security and Resilience of Large-Scale Systems - WSRL-2014, and of the Sixth International Workshop on Multi-Agent Systems...
Springer Science & Business Media, 2012. — 260 p. — (Studies in Computational Intelligence 394). The book is a collection of invited papers on Computational Intelligence for Privacy and Security. The majority of the chapters are extended versions of works presented at the special session on Computational Intelligence for Privacy and Security of the International Joint...
Springer, 2008. — 162 p. — (Studies in Computational Intelligence 98). — ISBN: 9783540774662, 9783540774679 Data Mining (DM) is the most commonly used name to describe such computational analysis of data and the results obtained must conform to several objectives such as accuracy, comprehensibility, interest for the user etc. Though there are many sophisticated techniques...
Springer, 2013. — 171 p. — (Studies in Computational Intelligence). — ISBN: 3642415083. This book describes recent radiotherapy technologies including tools for measuring target position during radiotherapy and tracking-based delivery systems. This book presents a customized prediction of respiratory motion with clustering from multiple patient interactions. The proposed method...
Springer Cham, 2023. — 344 p. — (Studies in Computational Intelligence, volume 1121) — eBook ISBN: 978-3-031-44744-0. Introduces multi-attribute decision-making methods in an imprecise environment. Surveys and improves different approaches in dealing with MADM. Identifies and analyzes applications in industry, management, and health. Authored by a leading expert in the field,...
Springer Cham, 2023. — 853 p. — (Studies in Computational Intelligence, volume 1116) — eBook ISBN: 978-3-031-43021-3. Presents for the first time in literature the parametrized, deformed, and general activation function of Neural Networks. Is suitable for researchers and graduate students. Presents approaches that are original and chapters that are self-contained and can be...
Springer, 2023. — 488 p. — (Studies in Computational Intelligence 1093). — ISBN: 978-3-031-28714-5. This book addresses many applications of Artificial Intelligence in robotics, namely AI using visual and emotional input. Robotic technology has made significant contributions to daily living, industrial uses, and medicinal applications. Machine Learning, in particular, is...
Springer, 2014. — 90 p. — ISBN10: 8132219066. — ISBN13: 978-8132219064. Series: Studies in Computational Intelligence The book focuses on an image processing technique known as binarization. It provides a comprehensive survey over existing binarization techniques for both document and graphic images. A number of evaluation techniques have been presented for quantitative...
Springer, 2018. — 146 p. — (Studies in Computational Intelligence 748). — ISBN: 9789811066917, 9789811066924. This book focuses on the study of possible adaptive sampling mechanisms for haptic data compression aimed at applications like tele-operations and tele-surgery. Demonstrating that the selection of the perceptual dead zones is a non-trivial problem, it presents an...
Springer, 2020. — 168 p. — (Studies in Computational Intelligence 858). — ISBN: 978-3-030-27748-2. This research monograph is highly contextual in the present era of spatial/spatio-temporal data explosion. The overall text contains many interesting results that are worth applying in practice, while it is also a source of intriguing and motivating questions for advanced research...
Springer, 2018. — 472 p. — (Studies in Computational Intelligence 801). — ISBN: 978-3-030-02356-0. The book focuses on machine learning. Divided into three parts, the first part discusses the feature selection problem. The second part then describes the application of machine learning in the classification problem, while the third part presents an overview of real-world...
Springer, 2020. — 268 p. — (Studies in Computational Intelligence 887). — ISBN ISBN 978-3-030-40416-1. This book discusses various aspects of Industry 4.0 from the perspective of information system evolution. Industry 4.0 refers to a new phase in the industrial revolution that relies heavily on interconnectivity, automation, machine learning, real-time data, the Internet of...
Springer, 2011. — 274 p. — (Studies in Computational Intelligence 348). — ISBN: 3642197329; ISBN13: 9783642197321. The experience developed by Ian McHarg represents the first attempt to base environmental planning on more objective methods. In particular, he supposed that the real world can be considered as a layer cake and each layer represents a sectoral analysis. This...
New York: Springer, 2018. — 207 p. How can we solve engineering problems while taking into account data characterized by different types of measurement and estimation uncertainty: interval, probabilistic, fuzzy, etc.? This book provides a theoretical basis for arriving at such solutions, as well as case studies demonstrating how these theoretical ideas can be translated into...
Springer, 2015. — 200 p. — (Studies in Computational Intelligence 275). — ISBN: 3642051820, 9783642051821, 9783642045325, 9783642040245, 9783642045158, 9783642107061 Intelligent Information Systems (IIS) can be defined as the next generation of Information Systems (IS) developed as a result of integration of AI and database (DB) technologies. IIS embody knowledge that allows...
Springer, 2020. — 170 p. — (Studies in Computational Intelligence 877). — ISBN: 978-3-030-36082-5. This book focuses on the use of artificial intelligence to address a specific problem in the brain – the orientation distribution function. It discusses three aspects: (i) Preparing, enhancing and evaluating one of the cuckoo search algorithms (CSA); (ii) Describing the problem:...
Springer, 2008. — 372 p. — (Studies in Computational Intelligence 146). — ISBN: 978-3-642-08875-9. Grid computing has emerged as one of the most promising computing paradigms of the new millennium! Achieving high performance Grid computing requires techniques to efficiently and adaptively allocate jobs and applications to available resources in a large scale, highly...
Springer 2020, 903 p., ISBN 978-3-030-34152-7, ISBN 978-3-030-34151-0, Volume 863, Studies in Computational Intelligence, ICITAM 2019 Computational Intelligence and Complexity, Studies in Computational Intelligence Presents recent research in intelligent information systems and applied mathematics Discusses the outcomes of the 2nd International Conference on Information...
Springer, 2023. — 254 p. — (Studies in Computational Intelligence 1061). — ISBN: 978-3-031-22041-8. This book covers recent developments in fuzzy logic, neural networks, and optimization algorithms, as well as their hybrid combinations. In addition, the above-mentioned methods are applied to areas such as intelligent control and robotics, pattern recognition, medical diagnosis,...
Springer, 2018. — 364 p. — (Studies in Computational Intelligence). — ISBN10: 3030004848, 13 978-3030004842. This book presents appealing contributions on computational intelligence and mathematics, connecting both areas and offering solutions to a number of interesting, real-world problems. Such problems often require novel solutions, as complexity exceeds the tractable size....
Springer Cham, 2023. — 597 p. — (Studies in Computational Intelligence, volume 1113) — eBook ISBN: 978-3-031-43300-9. Presents recent research on Artificial Intelligence and the Internet of Things in the Human-Centric Society 5.0. Examines key policy issues and discusses all AI and IoT-related intricacies for a digital society. Written by experts in the field. This book unlike...
Springer, 2021. — 644 p. — (Studies in Computational Intelligence 911). — ISBN: 978-3-030-52067-0. This book provides a detailed overview of the latest developments and applications in the field of artificial intelligence and data science. AI applications have achieved great accuracy and performance with the help of developments in data processing and storage. It has also...
Springer, 2013. — 238 p. — (Studies in Computational Intelligence 435). — ISBN: 978-3-642-30736-2. Complex Automated Negotiations are a widely studied, emerging area in the field of Autonomous Agents and Multi-Agent Systems. In general, automated negotiations can be complex, since there are a lot of factors that characterize such negotiations. For this book, we solicited papers...
Springer, 2020. — 203 p. — (Studies in Computational Intelligence 819). — ISBN: 978-3-030-16023-4. This book combines computational intelligence and mathematics to solve theoretical and real-world problems. The real challenges of engineering and other applied sciences, e.g. economics and management, the social sciences, etc., and even everyday life, are increasingly raising...
Springer, 2021. — 253 p. — (Studies in Computational Intelligence, 970). — ISBN: 978-3-030-71097-2. The importance of Trustworthy and Explainable Artificial Intelligence (XAI) is recognized in academia, industry and society. This book introduces tools for dealing with imprecision and uncertainty in XAI applications where explanations are demanded, mainly in natural language....
Springer, 2023. — 323 p. — (Studies in Computational Intelligence). This book highlights recent advances in the area of Machine Learning and robotics-based soft computing applications. The book covers various Artificial Intelligence, Machine Learning, and mechanics, a mix of mechanical computational engineering work. The current computing era has a huge market/potential for...
Springer, 2021. — 196 p. — (Studies in Computational Intelligence 927). — ISBN: 978-3-030-61110-1. This book exemplifies how algorithms are developed by mimicking nature. Classical techniques for solving day-to-day problems is time-consuming and cannot address complex problems. Metaheuristic algorithms are nature-inspired optimization techniques for solving real-life complex...
New York: Springer-Verlag, 2007. — 402 p. — (Studies in Computational Intelligence, Volume 58.) — ISBN13: 978-3-540-71168-1. This book lays out all the latest research in the area of multimedia data hiding. The book introduces multimedia signal processing and information hiding techniques. It includes multimedia representation, digital watermarking fundamentals and requirements...
Springer, 2023. — 487 p. — (Studies in Computational Intelligence). The edited book is a consolidated handbook on quantum computing that covers basic science and mathematics to advanced concepts and applications of quantum computing and quantum Machine Learning applied to diverse domains. The book includes dedicated chapters on introduction to quantum computing, its practical...
Springer, 2023. — 325 p. — (Studies in Computational Intelligence 1122). — ISBN: 978-981-99-7080-3. This book introduces nature-inspired algorithms and their applications to modern cryptography. It helps the readers to get into the field of nature-based approaches to solve complex cryptographic issues. This book provides a comprehensive view of nature-inspired research that...
Springer Nature Switzerland, 2019. — 267 p. — (Studies in Computational Intelligence, volume 807). — eBook ISBN: 978-3-030-04663-7. This book presents novel classification algorithms for four challenging prediction tasks, namely learning from imbalanced, semi-supervised, multi-instance, and multi-label data. The methods are based on fuzzy rough set theory, a mathematical...
Springer, 2008. — 361 p. — (Studies in Computational Intelligence 128). — ISBN: 978-3-540-78984-0. During the past decades scheduling has been among the most studied optimization problems and it is still an active area of research! Scheduling appears in many areas of science, engineering and industry and takes different forms depending on the restrictions and optimization...
Springer, 2023. — 287 p. — (Studies in Computational Intelligence 1071). — ISBN: 978-3-031-17575-6. This book is very beneficial for early researchers/faculty who want to work in Deep Learning and Machine Learning for the classification domain. It helps them study, formulate, and design their research goal by aligning the latest technologies and studies’ image and data...
Springer Cham, 2023. — 242 p. — (Studies in Computational Intelligence, volume 1105) — eBook ISBN: 978-3-031-37454-8. This book provides insights into recent advances in Machine Intelligence (MI) and related technologies, identifies risks and challenges that are, or could be, slowing down overall MI mainstream adoption and innovation efforts, and discusses potential solutions...
Springer Cham, 2022. — 387 p. — (Studies in Computational Intelligence, volume 1061). — ISBN: 978-3-031-14748-7. This book tackles the recent research trends on the role of AI in advancing automotive manufacturing, augmented reality, sustainable development in smart cities, telemedicine, and robotics. It sheds light on the recent AI innovations in classical machine learning,...
Springer Cham, 2023. — 423 p. — (Studies in Computational Intelligence, volume 1062). — ISBN: 978-3-031-16400-2. This book is about the generalization and modernization of approximation by neural network operators. Functions under approximation and the neural networks are Banach space valued. These are induced by a great variety of activation functions deriving from the...
Springer Cham, 2018. — 288 p. — (Studies in Computational Intelligence, volume 767). — eBook ISBN: 978-3-319-75681-3. This unique book succinctly summarizes the need to measure how ontologies (one of the building blocks of the Semantic Web) are currently being utilized, providing insights for various stakeholders. Where possible it improves and reuses terms in existing...
Springer, 2022. — 343 p. — (Studies in Computational Intelligence 994). — ISBN: 978-3-030-87953-2. Today, the use of machine intelligence, expert systems, and analytical technologies combined with Big Data is the natural evolution of both disciplines. As a result, there is a pressing need for new and innovative algorithms to help us find effective and practical solutions for...
Springer, 2021. — 214 p. — (Studies in Computational Intelligence, 968). — ISBN: 978-981-16-0934-3. This book discusses various machine learning applications and models, developed using heterogeneous data, which helps in a comprehensive prediction, optimization, association analysis, cluster analysis and classification-related applications for various activities in urban area....
Springer, 2021. — 171 p. — (Studies in Computational Intelligence, 950). — ISBN: 978-981-16-0406-5. This book covers all core technologies like neural networks, fuzzy systems, and evolutionary computation and their applications in the systems. Computationally intelligent system is a new concept for advanced information processing. The objective of this system is to realize a...
Springer, 2021. — 175 p. — (Studies in Computational Intelligence. 960). — ISBN: 978-981-16-0597-0. Machine learning has become one of the most prevalent topics in recent years. The application of machine learning we see today is a tip of the iceberg. The machine learning revolution has just started to roll out. It is becoming an integral part of all modern electronic devices....
Springer, 2023. — 489 p. — (Studies in Computational Intelligence 1096). — ISBN: 978-3-031-28998-9. In this book, recent theoretical developments on fuzzy logic, neural networks, and optimization algorithms, as well as their hybrid combinations, are presented. In addition, the above-mentioned methods are presented in application areas such as intelligent control and robotics,...
Springer, 2023. — 489 p. — (Studies in Computational Intelligence 1096). — ISBN: 978-3-031-28999-6. In this book, recent theoretical developments on fuzzy logic, neural networks, and optimization algorithms, as well as their hybrid combinations, are presented. In addition, the above-mentioned methods are presented in application areas such as intelligent control and robotics,...
Springer Cham, 2022. — 483 p. — (Studies in Computational Intelligence, volume 1050). — ISBN: 978-3-031-08266-5. In this book, recent developments in fuzzy logic, neural networks, and optimization algorithms, as well as their hybrid combinations, are presented. In addition, the above-mentioned methods are applied to areas such as intelligent control and robotics, pattern...
Springer Cham, 2022. — (Studies in Computational Intelligence, volume 1050). — 483 p. — ISBN: 978-3-031-08266-5. In this book, recent developments in fuzzy logic, neural networks, and optimization algorithms, as well as their hybrid combinations, are presented. In addition, the above-mentioned methods are applied to areas such as intelligent control and robotics, pattern...
Springer, 2021. — 272 p. — (Studies in Computational Intelligence 1023). — ISBN: 978-3-031-04596-7. This Springer book provides a perfect platform to submit chapters that discuss the prospective developments and innovative ideas in artificial intelligence and machine learning techniques in the diagnosis of COVID-19. COVID-19 is a huge challenge to humanity and the medical...
Springer, 2023. — 200 p. — (Studies in Computational Intelligence 1040). The recent book of the series continues the collection of articles dealing with the important and efficient combination of traditional and novel mathematical approaches with various computational intelligence techniques, with the stress of fuzzy systems, and fuzzy logic. Complex problems and systems, which...
Springer, 2020. — 305 p. — (Studies in Computational Intelligence 854). — ISBN: 978-3-030-28916-4. This book presents new, alternative metaheuristic developments that have proved to be effective in various complex problems to help researchers, lecturers, engineers, and practitioners solve their own optimization problems. It also bridges the gap between recent metaheuristic...
Springer, 2021. — 282 p. — (Studies in Computational Intelligence 948). — ISBN ISBN 978-3-030-66006-2. This book includes two objectives. The first goal is to present advances and developments which have proved to be effective in their application to several complex problems. The second objective is to present the performance comparison of various metaheuristic techniques when...
Springer, 2023. — 260 p. — (Studies in Computational Intelligence 1098). — ISBN: 978-981-99-1481-4. This book discusses automated computing systems which are mostly powered by intelligent technologies like Artificial Intelligence, Machine Learning, image recognition, speech processing, cloud computing, etc., to perform complex automated tasks that are not possible by...
Springer, 2023. — 191 p. — (Studies in Computational Intelligence). This book introduces the concept of combining Artificial Intelligence (AI) and the Internet of Things (IoT) with real human organs to form a cybernetic organism or cyborg. It is a concept of a man-machine mixture that helps restore or enhance the ability of a body part by integrating some technology or...
Springer, 2024. — 151 p. — (Studies in Computational Intelligence 1127). — ISBN: 978-3-031-46978-7. This book is focused on connecting two interesting research areas, mathematics, and Computational Intelligence, using appealing contributions devoted to giving solutions to different challenges of the current technological age. It continues the collection of articles dealing with...
Springer Cham, 2023. — 181 p. — (Studies in Computational Intelligence, volume 1072). — eBook ISBN: 978-3-031-18292-1. This book presents explainability in edge AI, an amalgamation of edge computing and AI. The issues of transparency, fairness, accountability, explainability, interpretability, data fusion and comprehensibility that are significant for edge AI are being...
Springer, 2023. — 231 p. — (Studies in Computational Intelligence 1082). — ISBN: 978-981-19-8569-0. This book presents and analyzes methods to perform image co-segmentation. In this book, the authors describe efficient solutions to this problem ensuring robustness and accuracy and provide theoretical analysis for the same. Six different methods for image co-segmentation are...
Springer, 2023. — 126 p. — (Studies in Computational Intelligence 1073). – — ISBN: 978-3-031-18734-6. This comprehensive book is primarily intended for researchers, computer vision specialists, and high-performance computing specialists who are interested in parallelizing computer vision techniques for the sake of accelerating the run-time of computer vision methods. This book...
Springer Cham, 2023. — 330 p. — (Studies in Computational Intelligence, volume 1102) — eBook ISBN: 978-3-031-33309-5. This Book, through its various chapters presenting the Recent Advances in Modern Artificial Intelligence and Data Science as well as their Applications, aims to set up lasting and real applications necessary for both academics and professionals. Readers find...
Springer Cham, 2023. — 330 p. — (Studies in Computational Intelligence, volume 1102) — eBook ISBN: 978-3-031-33309-5. This Book, through its various chapters presenting the Recent Advances in Modern Artificial Intelligence and Data Science as well as their Applications, aims to set up lasting and real applications necessary for both academics and professionals. Readers find...
Springer, 2020. — 260 p. — (Studies in Computational Intelligence 851). –—ISBN: 978-3-030-26573-1. In this book, the authors highlight recent findings that hold the potential to improve software products or development processes; in addition, they help readers understand new concepts and technologies, and to see what it takes to migrate from old to new platforms. Some of the...
Springer, 2022. — 369 p. — (Studies in Computational Intelligence 1059). — ISBN: 978-3-031-13428-9. The main purpose of the present book is to develop a general framework for population-based metaheuristics based on some basic concepts of set theory. The idea of the framework is to divide the population of individuals into subpopulations of identical sizes. Therefore, in each...
Springer, 2021. — 225 p. — (Studies in Computational Intelligence 930). — ISBN: 978-3-030-64772-8. This edited book presents scientific results of the International Semi-Virtual Workshop on Software Engineering in IoT, Big data, Cloud and Mobile Computing (SE-ICBM 2020) which was held on October 15, 2020, at Soongsil University, Seoul, Korea. The aim of this workshop was to...
Springer, 2019. — 144 p. — (Studies in Computational Intelligence 794). — ISBN: 978-3-030-01631-9. This book presents recent research in the field of interaction between computational intelligence and mathematics. In the current technological age, we face the challenges of tackling very complex problems – in the usual sense, but also in the mathematical and theoretical computer...
Springer, 2021. — 108 p. — (Studies in Computational Intelligence 977). — ISBN: 978-3-030-76586-6. This book provides a first course on deep learning in computational mechanics. The book starts with a short introduction to machine learning’s fundamental concepts before neural networks are explained thoroughly. It then provides an overview of current topics in physics and...
Springer, 2023. — 394 p. — (Studies in Computational Intelligence 1087). — ISBN: 978-3-031-25758-2. This book presents an authoritative collection of contributions reporting on Computational Intelligence, fuzzy systems as well as Artificial Intelligence (AI) techniques for modeling, optimization, control, and decision-making together with applications and case studies in...
Springer, Cham, 2022. — (Studies in Computational Intelligence, Volume 1014) — 674 p. — ISBN: 978-3-030-93119-3. This book is devoted to the emerging field of integrated visual knowledge discovery that combines advances in artificial intelligence/machine learning and visualization/visual analytics. A long-standing challenge of artificial intelligence (AI) and machine learning...
Springer Cham, 2022. — 130 p. — (Studies in Computational Intelligence, volume 1047). — ISBN: 978-3-031-09974-8. Modern AI techniques – - especially deep learning – - provide, in many cases, very good recommendations: where a self-driving car should go, whether to give a company a loan, etc. The problem is that not all these recommendations are good -- and since deep learning...
Springer Cham, 2022. — 130 p. — (Studies in Computational Intelligence, volume 1047). — ISBN: 978-3-031-09974-8. Modern AI techniques – - especially deep learning – - provide, in many cases, very good recommendations: where a self-driving car should go, whether to give a company a loan, etc. The problem is that not all these recommendations are good -- and since deep learning...
Springer Singapore, 2023. — 116 p. — (Studies in Computational Intelligence, volume 1041). — eBook ISBN: 978-3-031-20569-9. This book is about methodological aspects of uncertainty propagation in the data processing. Uncertainty propagation is an important problem: while computer algorithms efficiently process data related to many aspects of their lives, most of these...
Springer, 2024. — 238 p. — (Studies in Computational Intelligence 1137). — ISBN: 978-3-031-55173-4. The book reports state-of-the-art results in Software Engineering Research, Management & Applications in both printed and electronic form. SCI (Studies in Computation Intelligence) has grown into the most comprehensive computational intelligence research forum available in the...
2nd Edition. – Springer, 2021. — 201 p. — (Studies in Computational Intelligence 696). — ISBN: 978-3-030-61179-8. This book presents the theory and methods of flexible and generalized uncertainty optimization. Particularly, it describes the theory of generalized uncertainty in the context of optimization modeling. The book starts with an overview of flexible and generalized...
Springer, 2021. — 250 p. — (Studies in Computational Intelligence, 939). — ISBN: 978-3030637866. This book covers theoretical work, applications, approaches, and techniques for computational models of information and its presentation by language (artificial, human, or natural in other ways). Computational and technological developments that incorporate natural language are...
Springer, 2021. — 430 p. — (Studies in Computational Intelligence, 937). — ISBN: 978-3030649487. This book offers a comprehensive treatise on the recent pursuits of Artificial Intelligence (AI) – Explainable Artificial Intelligence (XAI) by casting the crucial features of interpretability and explainability in the original framework of Granular Computing. The innovative...
Springer, 2022. — 372 p. — (Studies in Computational Intelligence 992). — ISBN13: 978-3-030-91679-4. This volume offers the reader a systematic and throughout account of branches of logic instrumental for computer science, data science, and artificial intelligence. Addressed in it are propositional, predicate, modal, epistemic, dynamic, temporal logics as well as applicable in...
Springer, 2023. — 139 p. — (Studies in Computational Intelligence 1101). — ISBN: 978-3-031-32695-0. Knowledge recommendation is an urgent and timely topic encountered in research and information services. There is a strongly compelling and urgent need: the modern economy badly requires highly skilled professionals, researchers, and innovators, which enables opportunities to...
Springer, 2023. — 139 p. — (Studies in Computational Intelligence 1101). — ISBN: 978-3-031-32695-0. Knowledge recommendation is an urgent and timely topic encountered in research and information services. There is a strongly compelling and urgent need: the modern economy badly requires highly skilled professionals, researchers, and innovators, which enables opportunities to...
Springer, 2023. — 123 p. — (Studies in Computational Intelligence 1099). — ISBN: 978-3-031-30608-2. This book presents a solution to the challenging issue of optimizing expensive-to-evaluate industrial problems such as the hyperparameter tuning of Machine Learning models. The approach combines two well-established concepts, Surrogate-Based Optimization (SBO) and...
Springer Nature, 2022. — 602 p. — (Studies in Computational Intelligence 980). — ISBN: 978-3-030-77725-8. This book is dedicated to user experience design for automated driving to address humane aspects of automated driving, e.g., workload, safety, trust, ethics, and acceptance. Automated driving has experienced a major development boost in recent years. However, most of the...
Springer, 2022. — 92 p. — (Studies in Computational Intelligence 1052). — ISBN13: 9789811940163. The book discusses a broad overview of traditional machine learning methods and state-of-the-art deep learning practices for hardware security applications, in particular the techniques of launching potent "modeling attacks" on Physically Unclonable Function (PUF) circuits, which...
Springer, 2023. — 234 p. — (Studies in Computational Intelligence 1091). — ISBN: 978-3-031-26650-8. This book presents novel approaches to the formal specification of concurrent and parallel systems, mathematical models for describing such systems, and programming and verification concepts for their implementation. A special emphasis is on methods based on artificial...
Springer, 2021. — 242 p. — (Studies in Computational Intelligence 938). — ISBN: 978-3-030-63772-9. This book presents an overview of archiving strategies developed over the last years by the authors that deal with suitable approximations of the sets of optimal and nearly optimal solutions of multi-objective optimization problems by means of stochastic search algorithms. All...
Springer Singapore, 2023. — 416 p. — (Studies in Computational Intelligence, volume 1060). — eBook ISBN: 978-3-031-14771-5. This book aims to highlight the latest achievements in the use of AI and multimodal artificial intelligence in biomedicine and healthcare. Multimodal AI is a relatively new concept in AI, in which different types of data (e.g. text, image, video, audio,...
Springer, 2023. — 342 p. — (Studies in Computational Intelligence). This book brings the recent collection of smart technologies. Smart cities' challenges and key requirements are discussed through technological solutions, IoT, cloud computing, blockchain, and Artificial Intelligence (AI). Firstly, the key technologies contributing to the smart cities research are identified....
Springer, 2022. — 541 p. — 148 p. — (Studies in Computational Intelligence 1017). — ISBN: 978-981-16-9040-2. This book presents a detailed study of key points and block-based copy-move forgery detection techniques with a critical discussion about their pros and cons. It also highlights the directions for further development in image forgery detection. The book includes various...
Springer, 2023. — 335 p. — (Studies in Computational Intelligence 1070). — ISBN: 978-3-031-16867-3. This book systematically narrates the fundamentals, methods, and recent advances of evolutionary deep neural architecture search chapter by chapter. This will provide the target readers with sufficient details for learning from scratch. In particular, the method parts are devoted...
Springer, 2013. — 298 p. — (Studies in Computational Intelligence 482). — ISBN: 978-3-642-44225-4. This book provides a complete background on metaheuristics to solve complex bi-level optimization problems (continuous/discrete, mono-objective/multi-objective) in a diverse range of application domains. Readers learn to solve large scale bi-level optimization problems by...
Springer, 2023. — 222 p. — (Studies in Computational Intelligence 1065). — ISBN: 978-981-19-6289-9. This contributed volume consists of 11 chapters that specifically cover the security aspects of the latest technologies such as Blockchain, IoT, and DevOps, and how to effectively deal with them using Intelligent techniques. Moreover, Machine Learning (ML) and Deep Learning (DL)...
Springer, 2022. — 220 p. — (Studies in Computational Intelligence 998). — ISBN: 978-981-16-7219-4. This book gathers the recent advances in Augmented Reality (AR) and Virtual Reality (VR). It includes topics on the classification of computer-assisted environments, field-of-views on visuospatial memory in a complex virtual environment, free-roam VR for gaming, simulation of...
Springer, 2023. — 279 p. — (Studies in Computational Intelligence). Cybersecurity is a fast-evolving topic. There are many approaches and technologies designed to protect students. This book introduces and presents the newest up-to-date methods, approaches, and technologies on how to detect child cyberbullying on social media as well as monitor kids' E-learning, monitor games...
New York: Springer, 2021. — 444 p. This book is a new contribution aiming to give some last research findings in the field of optimization and computing. This work is in the same field target than our two previous books published: “Recent Developments in Metaheuristics” and “Metaheuristics for Production Systems”, books in Springer Series in Operations Research/Computer Science...
Springer, 2022. — 723 p. — (Studies in Computational Intelligence). As the digital economy infiltrates almost every aspect of our lives and is moving at a breakneck speed, smart technologies including computational intelligence systems are changing our global business world. The added value of smart technologies is only realized when businesses apply big data analytics to...
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