Foundations And Applications Of Intelligent Systems

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Intelligent Autonomous Systems

Dilip Kumar Pratihar
Intelligent Autonomous Systems Book PDF

Author : Dilip Kumar Pratihar
Publisher : Springer Science & Business Media
Page : 269 pages
File Size : 44,8 Mb
Release : 2010-02-24
Category : Computers
ISBN : 9783642116759

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Intelligent Autonomous Systems by Dilip Kumar Pratihar Pdf

This research book contains a sample of most recent research in the area of intelligent autonomous systems. The contributions include: General aspects of intelligent autonomous systems Design of intelligent autonomous robots Biped robots Robot for stair-case navigation Ensemble learning for multi-source information fusion Intelligent autonomous systems in psychiatry Condition monitoring of internal combustion engine Security management of an enterprise network High dimensional neural nets and applications This book is directed to engineers, scientists, professor and the undergraduate/postgraduate students who wish to explore this field further.

Foundations and Applications of Intelligent Systems

Fuchun Sun,Tianrui Li,Hongbo Li
Foundations and Applications of Intelligent Systems Book PDF

Author : Fuchun Sun,Tianrui Li,Hongbo Li
Publisher : Springer Science & Business Media
Page : 802 pages
File Size : 46,5 Mb
Release : 2013-11-22
Category : Technology & Engineering
ISBN : 9783642378294

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Foundations and Applications of Intelligent Systems by Fuchun Sun,Tianrui Li,Hongbo Li Pdf

These proceedings present technical papers selected from the 2012 International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2012), held on December 15-17 in Beijing. The aim of this conference is to bring together experts from different fields of expertise to discuss the state-of-the-art in Intelligent Systems and Knowledge Engineering, and to present new findings and perspectives on future developments. The proceedings introduce current scientific and technical advances in the fields of artificial intelligence, machine learning, pattern recognition, data mining, knowledge engineering, information retrieval, information theory, knowledge-based systems, knowledge representation and reasoning, multi-agent systems, and natural-language processing, etc. Furthermore they include papers on new intelligent computing paradigms, which combine new computing methodologies, e.g., cloud computing, service computing and pervasive computing with traditional intelligent methods. By presenting new methodologies and practices, the proceedings will benefit both researchers and practitioners who want to utilize intelligent methods in their specific fields. Dr. Fuchun Sun is a professor at the Department of Computer Science & Technology, Tsinghua University, China. Dr. Tianrui Li is a professor at the School of Information Science & Technology, Southwest Jiaotong University, Chengdu, China. Dr. Hongbo Li also works at the Department of Computer Science & Technology, Tsinghua University, China.

Intelligent Decision-making Support Systems

Jatinder N.D. Gupta,Guisseppi A. Forgionne,Manuel Mora T.
Intelligent Decision making Support Systems Book PDF

Author : Jatinder N.D. Gupta,Guisseppi A. Forgionne,Manuel Mora T.
Publisher : Springer Science & Business Media
Page : 503 pages
File Size : 54,9 Mb
Release : 2007-03-30
Category : Technology & Engineering
ISBN : 9781846282317

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Intelligent Decision-making Support Systems by Jatinder N.D. Gupta,Guisseppi A. Forgionne,Manuel Mora T. Pdf

This book will be bought by researchers and graduates students in Artificial Intelligence and management as well as practising managers and consultants interested in the application of IT and information systems in real business environment.

Foundations of Intelligent Systems

Li Chen,Alexander Felfernig,Jiming Liu,Zbigniew W. Ras
Foundations of Intelligent Systems Book PDF

Author : Li Chen,Alexander Felfernig,Jiming Liu,Zbigniew W. Ras
Publisher : Springer
Page : 468 pages
File Size : 41,9 Mb
Release : 2013-12-06
Category : Computers
ISBN : 9783642346248

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Foundations of Intelligent Systems by Li Chen,Alexander Felfernig,Jiming Liu,Zbigniew W. Ras Pdf

This book constitutes the proceedings of the 20th International Symposium on Methodologies for Intelligent Systems, ISMIS 2012, held in Macau, China, in December 2012. The 42 regular papers and 11 short papers presented were carefully reviewed and selected from 88 submissions. They are organized in topical sections named: knowledge discovery and data mining; intelligent information systems; text mining and language processing; knowledge representation and integration; music information retrieval; recommender systems; technology intelligence and applications; product configuration; human factors in information retrieval; social recommender systems; and warehousing and OLAPing complex, spatial and spatio-temporal data.

Responsible Artificial Intelligence

Virginia Dignum
Responsible Artificial Intelligence Book PDF

Author : Virginia Dignum
Publisher : Springer Nature
Page : 127 pages
File Size : 43,7 Mb
Release : 2019-11-04
Category : Computers
ISBN : 9783030303716

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Responsible Artificial Intelligence by Virginia Dignum Pdf

In this book, the author examines the ethical implications of Artificial Intelligence systems as they integrate and replace traditional social structures in new sociocognitive-technological environments. She discusses issues related to the integrity of researchers, technologists, and manufacturers as they design, construct, use, and manage artificially intelligent systems; formalisms for reasoning about moral decisions as part of the behavior of artificial autonomous systems such as agents and robots; and design methodologies for social agents based on societal, moral, and legal values. Throughout the book the author discusses related work, conscious of both classical, philosophical treatments of ethical issues and the implications in modern, algorithmic systems, and she combines regular references and footnotes with suggestions for further reading. This short overview is suitable for undergraduate students, in both technical and non-technical courses, and for interested and concerned researchers, practitioners, and citizens.

Foundations of Intelligent Systems

Aijun An,Stan Matwin,Zbigniew W. Ras,Dominik Slezak
Foundations of Intelligent Systems Book PDF

Author : Aijun An,Stan Matwin,Zbigniew W. Ras,Dominik Slezak
Publisher : Springer
Page : 653 pages
File Size : 45,6 Mb
Release : 2008-05-10
Category : Computers
ISBN : 9783540681236

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Foundations of Intelligent Systems by Aijun An,Stan Matwin,Zbigniew W. Ras,Dominik Slezak Pdf

This volume contains the papers selected for presentation at the 17th Inter- tional Symposium on Methodologies for Intelligent Systems (ISMIS 2008), held in York University, Toronto, Canada, May 21–23, 2008. ISMIS is a conference series started in 1986. Held twice every three years, ISMIS provides an inter- tional forum for exchanging scienti?c research and technological achievements in building intelligent systems. Its goal is to achieve a vibrant interchange - tween researchers and practitioners on fundamental and advanced issues related to intelligent systems. ISMIS 2008featureda selectionof latestresearchworkandapplicationsfrom the following areas related to intelligent systems: active media human–computer interaction, autonomic and evolutionary computation, digital libraries, intel- gent agent technology, intelligent information retrieval, intelligent information systems, intelligent language processing, knowledge representation and integ- tion, knowledge discovery and data mining, knowledge visualization, logic for arti?cial intelligence, soft computing, Web intelligence, and Web services. - searchers and developers from 29 countries submitted more than 100 full - pers to the conference. Each paper was rigorously reviewed by three committee members and external reviewers. Out of these submissions, 40% were selected as regular papers and 22% as short papers. ISMIS 2008 also featured three plenary talks given by John Mylopoulos, Jiawei Han and Michael Lowry. They spoke on their recent research in age- oriented software engineering, information network mining, and intelligent so- ware engineering tools, respectively.

Foundations of Intelligent Systems

Jan Rauch,Zbigniew W. Ras,Petr Berka,Tapio Elomaa
Foundations of Intelligent Systems Book PDF

Author : Jan Rauch,Zbigniew W. Ras,Petr Berka,Tapio Elomaa
Publisher : Springer Science & Business Media
Page : 637 pages
File Size : 45,6 Mb
Release : 2009-09-03
Category : Computers
ISBN : 9783642041242

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Foundations of Intelligent Systems by Jan Rauch,Zbigniew W. Ras,Petr Berka,Tapio Elomaa Pdf

This book constitutes the refereed proceedings of the 18th International Symposium on Methodologies for Intelligent Systems, ISMIS 2009, held in Prague, Czech Republic, in September 2009. The 60 revised papers presented together with 4 plenary talks were carefully reviewed and selected from over 111 submissions. The papers are organized in topical sections on knowledge discovery and data mining, applications and intelligent systems in Medicine, logical and theoretical aspects of intelligent systems, text mining, applications of intelligent sysems in music, information processing, agents, machine learning, applications of intelligent systems, complex data, general AI as well as uncertainty.

Foundations of Intelligent Systems

Denis Helic,Gerhard Leitner,Martin Stettinger,Alexander Felfernig,Zbigniew W. Raś
Foundations of Intelligent Systems Book PDF

Author : Denis Helic,Gerhard Leitner,Martin Stettinger,Alexander Felfernig,Zbigniew W. Raś
Publisher : Springer Nature
Page : 485 pages
File Size : 45,6 Mb
Release : 2020-09-17
Category : Computers
ISBN : 9783030594916

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Foundations of Intelligent Systems by Denis Helic,Gerhard Leitner,Martin Stettinger,Alexander Felfernig,Zbigniew W. Raś Pdf

This book constitutes the proceedings of the 25th International Symposium on Foundations of Intelligent Systems, ISMIS 2020, held in Graz, Austria, in October 2020. The conference was held virtually due to the COVID-19 pandemic. The 35 full and 8 short papers presented in this volume were carefully reviewed and selected from 79 submissions. Included is also one invited talk. The papers deal with topics such as natural language processing; deep learning and embeddings; digital signal processing; modelling and reasoning; and machine learning applications.

Fuzzy Neural Intelligent Systems

Hongxing Li,C.L. Philip Chen,Han-Pang Huang
Fuzzy Neural Intelligent Systems Book PDF

Author : Hongxing Li,C.L. Philip Chen,Han-Pang Huang
Publisher : CRC Press
Page : 219 pages
File Size : 47,5 Mb
Release : 2018-10-03
Category : Computers
ISBN : 9781351835152

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Fuzzy Neural Intelligent Systems by Hongxing Li,C.L. Philip Chen,Han-Pang Huang Pdf

Although fuzzy systems and neural networks are central to the field of soft computing, most research work has focused on the development of the theories, algorithms, and designs of systems for specific applications. There has been little theoretical support for fuzzy neural systems, especially their mathematical foundations. Fuzzy Neural Intelligent Systems fills this gap. It develops a mathematical basis for fuzzy neural networks, offers a better way of combining fuzzy logic systems with neural networks, and explores some of their engineering applications. Dividing their focus into three main areas of interest, the authors give a systematic, comprehensive treatment of the relevant concepts and modern practical applications: Fundamental concepts and theories for fuzzy systems and neural networks. Foundation for fuzzy neural networks and important related topics Case examples for neuro-fuzzy systems, fuzzy systems, neural network systems, and fuzzy-neural systems Suitable for self-study, as a reference, and ideal as a textbook, Fuzzy Neural Intelligent Systems is accessible to students with a basic background in linear algebra and engineering mathematics. Mastering the material in this textbook will prepare students to better understand, design, and implement fuzzy neural systems, develop new applications, and further advance the field.

Computing with Words in Information/Intelligent Systems 1

Lotfi A. Zadeh
Computing with Words in Information Intelligent Systems 1 Book PDF

Author : Lotfi A. Zadeh
Publisher : Physica
Page : 523 pages
File Size : 53,6 Mb
Release : 2013-03-09
Category : Computers
ISBN : 9783790818734

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Computing with Words in Information/Intelligent Systems 1 by Lotfi A. Zadeh Pdf

These two volumes consIstmg of Foundations and Applications provide the current status of theoretical and empirical developments in "computing with words". In philosophy, the twentieth century is said to be the century of language. This is mainly due to Wittgenstein who said: "The meaning of a word is its use in the language game". "The concept game is a concept with blurred edges". In the first phrase, "the language game" implies the everyday human activity with language, and in the latter, "game" simply implies an ordinary word. Thus, Wittgenstein precisely stated that a word is fuzzy in real life. Unfortunately this idea about a word was not accepted in the conventional science. We had to wait for Zadeh's fuzzy sets theory. Remembering Wittgenstein's statement, we should consider, on the one hand, the concept of "computing with words" from a philosophical point of view. It deeply relates to the everyday use of a word in which the meaning of a word is fuzzy in its nature.

Application of Intelligent Systems in Multi-modal Information Analytics

Vijayan Sugumaran,A. G. Sreedevi,Zheng Xu
Application of Intelligent Systems in Multi modal Information Analytics Book PDF

Author : Vijayan Sugumaran,A. G. Sreedevi,Zheng Xu
Publisher : Springer Nature
Page : 1075 pages
File Size : 40,6 Mb
Release : 2022-05-07
Category : Technology & Engineering
ISBN : 9783031052378

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Application of Intelligent Systems in Multi-modal Information Analytics by Vijayan Sugumaran,A. G. Sreedevi,Zheng Xu Pdf

This book provides comprehensive coverage of the latest advances and trends in information technology, science, and engineering. Specifically, it addresses a number of broad themes, including multimodal informatics, data mining, agent-based and multi-agent systems for health and education informatics, which inspire the development of intelligent information technologies. The contributions cover a wide range of topics such as AI applications and innovations in health and education informatics; data and knowledge management; multimodal application management; and web/social media mining for multimodal informatics. Outlining promising future research directions, the book is a valuable resource for students, researchers, and professionals and a useful reference guide for newcomers to the field. This book is a compilation of the papers presented in the 4th International Conference on Multi-modal Information Analytics, held online, on April 23, 2022.

Handbook of Research on Foundations and Applications of Intelligent Business Analytics

Sun, Zhaohao,Wu, Zhiyou
Handbook of Research on Foundations and Applications of Intelligent Business Analytics Book PDF

Author : Sun, Zhaohao,Wu, Zhiyou
Publisher : IGI Global
Page : 425 pages
File Size : 49,6 Mb
Release : 2022-03-11
Category : Computers
ISBN : 9781799890188

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Handbook of Research on Foundations and Applications of Intelligent Business Analytics by Sun, Zhaohao,Wu, Zhiyou Pdf

Intelligent business analytics is an emerging technology that has become a mainstream market adopted broadly across industries, organizations, and geographic regions. Intelligent business analytics is a current focus for research and development across academia and industries and must be examined and considered thoroughly so businesses can apply the technology appropriately. The Handbook of Research on Foundations and Applications of Intelligent Business Analytics examines the technologies and applications of intelligent business analytics and discusses the foundations of intelligent analytics such as intelligent mining, intelligent statistical modeling, and machine learning. Covering topics such as augmented analytics and artificial intelligence systems, this major reference work is ideal for scholars, engineers, professors, practitioners, researchers, industry professionals, academicians, and students.

Intelligent Systems for Information Processing: From Representation to Applications

B. Bouchon-Meunier,L. Foulloy,Ronald R. Yager
Intelligent Systems for Information Processing From Representation to Applications Book PDF

Author : B. Bouchon-Meunier,L. Foulloy,Ronald R. Yager
Publisher : Elsevier
Page : 488 pages
File Size : 50,8 Mb
Release : 2003-11-07
Category : Mathematics
ISBN : 9780080525655

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Intelligent Systems for Information Processing: From Representation to Applications by B. Bouchon-Meunier,L. Foulloy,Ronald R. Yager Pdf

Intelligent systems are required to enhance the capacities being made available to us by the internet and other computer based technologies. The theory necessary to help providing solutions to difficult problems in the construction of intelligent systems are discussed. In particular, attention is paid to situations in which the available information and data may be imprecise, uncertain, incomplete or of a linguistic nature. Various methodologies to manage such information are discussed. Among these are the probabilistic, possibilistic, fuzzy, logical, evidential and network-based frameworks. One purpose of the book is not to consider these methodologies separately, but rather to consider how they can be used cooperatively to better represent the multiplicity of modes of information. Topics in the book include representation of imperfect knowledge, fundamental issues in uncertainty, reasoning, information retrieval, learning and mining, as well as various applications. Key Features: • Tools for construction of intelligent systems • Contributions by world leading experts • Fundamental issues and applications • New technologies for web searching • Methods for modeling uncertain information • Future directions in web technologies • Transversal to methods and domains

Foundations of Intelligent Systems

Floriana Esposito,Olivier Pivert,Mohand-Said Hacid,Zbigniew W. Rás,Stefano Ferilli
Foundations of Intelligent Systems Book PDF

Author : Floriana Esposito,Olivier Pivert,Mohand-Said Hacid,Zbigniew W. Rás,Stefano Ferilli
Publisher : Springer
Page : 466 pages
File Size : 47,9 Mb
Release : 2015-11-02
Category : Computers
ISBN : 9783319252520

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Foundations of Intelligent Systems by Floriana Esposito,Olivier Pivert,Mohand-Said Hacid,Zbigniew W. Rás,Stefano Ferilli Pdf

This book constitutes the refereed proceedings of the 22nd International Symposium on Methodologies for Intelligent Systems, ISMIS 2015, held in Lyon, France, in October 2015. The 31 revised full papers presented together with 18 short papers were carefully reviewed and selected from 67 submissions. The papers are organized in topical sections on data mining methods; databases, information retrieval, recommender systems; machine learning; knowledge representation, semantic web; emotion recognition, music information retrieval; network analysis, multi-agent systems; applications; planning, classification; and textual data analysis and mining.

Explainable AI: Foundations, Methodologies and Applications

Mayuri Mehta,Vasile Palade,Indranath Chatterjee
Explainable AI Foundations Methodologies and Applications Book PDF

Author : Mayuri Mehta,Vasile Palade,Indranath Chatterjee
Publisher : Springer Nature
Page : 273 pages
File Size : 46,5 Mb
Release : 2022-10-19
Category : Technology & Engineering
ISBN : 9783031128073

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Explainable AI: Foundations, Methodologies and Applications by Mayuri Mehta,Vasile Palade,Indranath Chatterjee Pdf

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.