Search Techniques In Intelligent Classification Systems

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Search Techniques in Intelligent Classification Systems

Author : Andrey V. Savchenko
Publisher : Springer
ISBN 13 : 3319305158
Total Pages : 92 pages
Book Rating : 4.3/5 (193 download)

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Book Synopsis Search Techniques in Intelligent Classification Systems by : Andrey V. Savchenko

Download or read book Search Techniques in Intelligent Classification Systems written by Andrey V. Savchenko and published by Springer. This book was released on 2016-05-02 with total page 92 pages. Available in PDF, EPUB and Kindle. Book excerpt: A unified methodology for categorizing various complex objects is presented in this book. Through probability theory, novel asymptotically minimax criteria suitable for practical applications in imaging and data analysis are examined including the special cases such as the Jensen-Shannon divergence and the probabilistic neural network. An optimal approximate nearest neighbor search algorithm, which allows faster classification of databases is featured. Rough set theory, sequential analysis and granular computing are used to improve performance of the hierarchical classifiers. Practical examples in face identification (including deep neural networks), isolated commands recognition in voice control system and classification of visemes captured by the Kinect depth camera are included. This approach creates fast and accurate search procedures by using exact probability densities of applied dissimilarity measures. This book can be used as a guide for independent study and as supplementary material for a technically oriented graduate course in intelligent systems and data mining. Students and researchers interested in the theoretical and practical aspects of intelligent classification systems will find answers to: - Why conventional implementation of the naive Bayesian approach does not work well in image classification? - How to deal with insufficient performance of hierarchical classification systems? - Is it possible to prevent an exhaustive search of the nearest neighbor in a database?

Classification and Learning Using Genetic Algorithms

Author : Sanghamitra Bandyopadhyay
Publisher : Springer Science & Business Media
ISBN 13 : 3540496076
Total Pages : 320 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Classification and Learning Using Genetic Algorithms by : Sanghamitra Bandyopadhyay

Download or read book Classification and Learning Using Genetic Algorithms written by Sanghamitra Bandyopadhyay and published by Springer Science & Business Media. This book was released on 2007-05-17 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a unified framework that describes how genetic learning can be used to design pattern recognition and learning systems. It examines how a search technique, the genetic algorithm, can be used for pattern classification mainly through approximating decision boundaries. Coverage also demonstrates the effectiveness of the genetic classifiers vis-à-vis several widely used classifiers, including neural networks.

Intelligent Optimisation Techniques

Author : Duc Pham
Publisher : Springer Science & Business Media
ISBN 13 : 1447107217
Total Pages : 308 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Intelligent Optimisation Techniques by : Duc Pham

Download or read book Intelligent Optimisation Techniques written by Duc Pham and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: This work gives a concise introduction to four important optimization techniques, presenting a range of applications drawn from electrical, manufacturing, mechanical, and systems engineering-such as the design of microstrip antennas, digital FIR filters, and fuzzy logic controllers. The book also contains the C programs used to implement the main techniques for those wishing to experiment with them.

Artificial Intelligence and Algorithms in Intelligent Systems

Author : Radek Silhavy
Publisher : Springer
ISBN 13 : 3319911899
Total Pages : 515 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Artificial Intelligence and Algorithms in Intelligent Systems by : Radek Silhavy

Download or read book Artificial Intelligence and Algorithms in Intelligent Systems written by Radek Silhavy and published by Springer. This book was released on 2018-05-26 with total page 515 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the latest trends and approaches in artificial intelligence research and its application to intelligent systems. It discusses hybridization of algorithms, new trends in neural networks, optimisation algorithms and real-life issues related to the application of artificial methods. The book constitutes the second volume of the refereed proceedings of the Artificial Intelligence and Algorithms in Intelligent Systems of the 7th Computer Science On-line Conference 2018 (CSOC 2018), held online in April 2018.

Artificial Intelligence Methods in Intelligent Algorithms

Author : Radek Silhavy
Publisher : Springer
ISBN 13 : 3030198103
Total Pages : 404 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Artificial Intelligence Methods in Intelligent Algorithms by : Radek Silhavy

Download or read book Artificial Intelligence Methods in Intelligent Algorithms written by Radek Silhavy and published by Springer. This book was released on 2019-05-04 with total page 404 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses the current trends in and applications of artificial intelligence research in intelligent systems. Including the proceedings of the Artificial Intelligence Methods in Intelligent Algorithms Section of the 8th Computer Science On-line Conference 2019 (CSOC 2019), held in April 2019, it features papers on neural networks algorithms, optimisation algorithms and real-world issues related to the application of artificial methods.

Handbook of Research on Artificial Intelligence Techniques and Algorithms

Author : Vasant, Pandian
Publisher : IGI Global
ISBN 13 : 1466672595
Total Pages : 873 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Handbook of Research on Artificial Intelligence Techniques and Algorithms by : Vasant, Pandian

Download or read book Handbook of Research on Artificial Intelligence Techniques and Algorithms written by Vasant, Pandian and published by IGI Global. This book was released on 2014-11-30 with total page 873 pages. Available in PDF, EPUB and Kindle. Book excerpt: For decades, optimization methods such as Fuzzy Logic, Artificial Neural Networks, Firefly, Simulated annealing, and Tabu search, have been capable of handling and tackling a wide range of real-world application problems in society and nature. Analysts have turned to these problem-solving techniques in the event during natural disasters and chaotic systems research. The Handbook of Research on Artificial Intelligence Techniques and Algorithms highlights the cutting edge developments in this promising research area. This premier reference work applies Meta-heuristics Optimization (MO) Techniques to real world problems in a variety of fields including business, logistics, computer science, engineering, and government. This work is particularly relevant to researchers, scientists, decision-makers, managers, and practitioners.

Intelligent Techniques for Data Science

Author : Rajendra Akerkar
Publisher : Springer
ISBN 13 : 3319292064
Total Pages : 282 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Intelligent Techniques for Data Science by : Rajendra Akerkar

Download or read book Intelligent Techniques for Data Science written by Rajendra Akerkar and published by Springer. This book was released on 2016-10-11 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook provides readers with the tools, techniques and cases required to excel with modern artificial intelligence methods. These embrace the family of neural networks, fuzzy systems and evolutionary computing in addition to other fields within machine learning, and will help in identifying, visualizing, classifying and analyzing data to support business decisions./p> The authors, discuss advantages and drawbacks of different approaches, and present a sound foundation for the reader to design and implement data analytic solutions for real‐world applications in an intelligent manner. Intelligent Techniques for Data Science also provides real-world cases of extracting value from data in various domains such as retail, health, aviation, telecommunication and tourism.

Research and Development in Intelligent Systems XXV

Author : Frans Coenen
Publisher : Springer Science & Business Media
ISBN 13 : 1848821719
Total Pages : 374 pages
Book Rating : 4.8/5 (488 download)

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Book Synopsis Research and Development in Intelligent Systems XXV by : Frans Coenen

Download or read book Research and Development in Intelligent Systems XXV written by Frans Coenen and published by Springer Science & Business Media. This book was released on 2010-05-28 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt: The papers in this volume are the refereed technical papers presented at AI-2008, the Twenty-eighth SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, held in Cambridge in December 2008. They present new and innovative developments in the field, divided into sections on CBR and Classification, AI Techniques, Argumentation and Negotiation, Intelligent Systems, From Machine Learning To E-Learning and Decision Making. The volume also includes the text of short papers presented as posters at the conference. This is the twenty-fifth volume in the Research and Development series. The series is essential reading for those who wish to keep up to date with developments in this important field. The Application Stream papers are published as a companion volume under the title Applications and Innovations in Intelligent Systems XVI.

Algorithms in Ambient Intelligence

Author : W. Verhaegh
Publisher : Springer Science & Business Media
ISBN 13 : 9401707030
Total Pages : 347 pages
Book Rating : 4.4/5 (17 download)

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Book Synopsis Algorithms in Ambient Intelligence by : W. Verhaegh

Download or read book Algorithms in Ambient Intelligence written by W. Verhaegh and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 347 pages. Available in PDF, EPUB and Kindle. Book excerpt: The advent of the digital era, the Internet, and the development of fast com puting devices that can access mass storage servers at high communication bandwidths have brought within our reach the world of ambient intelligent systems. These systems provide users with information, communication, and entertainment at any desired place and time. Since its introduction in 1998, the vision of Ambient Intelligence has attracted much attention within the re search community. Especially, the need for intelligence generated by smart al gorithms, which run on digital platforms that are integrated into consumer elec tronics devices, has strengthened the interest in Computational Intelligence. This newly developing research field, which can be positioned at the inter section of computer science, discrete mathematics, and artificial intelligence, contains a large variety of interesting topics including machine learning, con tent management, vision, speech, data mining, content augmentation, profiling, contextual awareness, feature extraction, resource management, security, and privacy.

ALGORITHMS OF THE INTELLIGENT WEB

Author : Haralambos Marmanis
Publisher :
ISBN 13 : 9789350040331
Total Pages : 368 pages
Book Rating : 4.0/5 (43 download)

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Book Synopsis ALGORITHMS OF THE INTELLIGENT WEB by : Haralambos Marmanis

Download or read book ALGORITHMS OF THE INTELLIGENT WEB written by Haralambos Marmanis and published by . This book was released on 2011-03-01 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: Special Features: Learning Elements:· How to create recommendations just like those on Netflix and Amazon· How to implement Google's Pagerank algorithm· How to discover matches on social-networking sites· How to organize the discussions on your favorite news group· How to select topics of interest from shared bookmarks· How to leverage user clicks· How to categorize emails based on their content· How to build applications that do targeted advertising· How to implement fraud detection About The Book: Algorithms of the Intelligent Web is an example-driven blueprint for creating applications that collect, analyze, and act on the massive quantities of data users leave in their wake as they use the web. You'll learn how to build Amazon- and Netflix-style recommendation engines, and how the same techniques apply to people matches on social-networking sites. See how click-trace analysis can result in smarter ad rotations. With a plethora of examples and extensive detail, this book shows you how to build Web 2.0 applications that are as smart as your users.

Advances in Swarm Intelligence, Part II

Author : Ying Tan
Publisher : Springer
ISBN 13 : 3642215246
Total Pages : 611 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Advances in Swarm Intelligence, Part II by : Ying Tan

Download or read book Advances in Swarm Intelligence, Part II written by Ying Tan and published by Springer. This book was released on 2011-06-06 with total page 611 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set (LNCS 6728 and 6729) constitutes the refereed proceedings of the International Conference on Swarm Intelligence, ICSI 2011, held in Chongqing, China, in June 2011. The 143 revised full papers presented were carefully reviewed and selected from 298 submissions. The papers are organized in topical sections on theoretical analysis of swarm intelligence algorithms, particle swarm optimization, applications of pso algorithms, ant colony optimization algorithms, bee colony algorithms, novel swarm-based optimization algorithms, artificial immune system, differential evolution, neural networks, genetic algorithms, evolutionary computation, fuzzy methods, and hybrid algorithms - for part I. Topics addressed in part II are such as multi-objective optimization algorithms, multi-robot, swarm-robot, and multi-agent systems, data mining methods, machine learning methods, feature selection algorithms, pattern recognition methods, intelligent control, other optimization algorithms and applications, data fusion and swarm intelligence, as well as fish school search - foundations and applications.

Multi-disciplinary Trends in Artificial Intelligence

Author : Chattrakul Sombattheera
Publisher : Springer
ISBN 13 : 3642354556
Total Pages : 342 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Multi-disciplinary Trends in Artificial Intelligence by : Chattrakul Sombattheera

Download or read book Multi-disciplinary Trends in Artificial Intelligence written by Chattrakul Sombattheera and published by Springer. This book was released on 2013-01-13 with total page 342 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes the refereed proceedings of the 6th Multi-disciplinary International Workshop On Artificial Intelligence, MIWAI 2012, held in Ho Chi Minh City, Vietnam, in December 2012. The 29 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections in AI-GIS for climate change, computer vision, decision theory, e-commerce and AI, multiagent planning and learning, game theory, industrial applications of AI, multiagent systems and evolving intelligence, robotics and Web services.

Machine Intelligence and Signal Processing

Author : Sonali Agarwal
Publisher : Springer Nature
ISBN 13 : 981151366X
Total Pages : 466 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Machine Intelligence and Signal Processing by : Sonali Agarwal

Download or read book Machine Intelligence and Signal Processing written by Sonali Agarwal and published by Springer Nature. This book was released on 2020-02-25 with total page 466 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book features selected high-quality research papers presented at the International Conference on Machine Intelligence and Signal Processing (MISP 2019), held at the Indian Institute of Technology, Allahabad, India, on September 7–10, 2019. The book covers the latest advances in the fields of machine learning, big data analytics, signal processing, computational learning theory, and their real-time applications. The topics covered include support vector machines (SVM) and variants like least-squares SVM (LS-SVM) and twin SVM (TWSVM), extreme learning machine (ELM), artificial neural network (ANN), and other areas in machine learning. Further, it discusses the real-time challenges involved in processing big data and adapting the algorithms dynamically to improve the computational efficiency. Lastly, it describes recent developments in processing signals, for instance, signals generated from IoT devices, smart systems, speech, and videos and addresses biomedical signal processing: electrocardiogram (ECG) and electroencephalogram (EEG).

Smart Manufacturing Innovation and Transformation: Interconnection and Intelligence

Author : Luo, ZongWei
Publisher : IGI Global
ISBN 13 : 1466658371
Total Pages : 433 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Smart Manufacturing Innovation and Transformation: Interconnection and Intelligence by : Luo, ZongWei

Download or read book Smart Manufacturing Innovation and Transformation: Interconnection and Intelligence written by Luo, ZongWei and published by IGI Global. This book was released on 2014-03-31 with total page 433 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fast advances in information technology have led to a smarter world vision with ubiquitous interconnection and intelligence. Smart Manufacturing Innovation and Transformation: Interconnection and Intelligence covers both theoretical perspectives and practical approaches to smart manufacturing research and development triggered by ubiquitous interconnection and intelligence. This reference work discusses the transformation of manufacturing, the latest developments in smart manufacturing innovation, current and emerging technology opportunities, and market imperatives that enable manufacturing innovation and transformation, useful tools for readers in industry, academia, and government.

Computational Intelligence for Knowledge-Based System Design

Author : Eyke Hüllermeier
Publisher : Springer
ISBN 13 : 3642140491
Total Pages : 786 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Computational Intelligence for Knowledge-Based System Design by : Eyke Hüllermeier

Download or read book Computational Intelligence for Knowledge-Based System Design written by Eyke Hüllermeier and published by Springer. This book was released on 2010-06-30 with total page 786 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book constitutes the refereed proceedings of the 13th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2010, held in Dortmund, Germany from June 28 - July 2, 2010. The 77 revised full papers were carefully reviewed and selected from 320 submissions and reflect the richness of research in the field of Computational Intelligence and represent developments on topics as: machine learning, data mining, pattern recognition, uncertainty handling, aggregation and fusion of information as well as logic and knowledge processing.

The Trouble with Culture

Author : F. Allan Hanson
Publisher : State University of New York Press
ISBN 13 : 0791480445
Total Pages : 204 pages
Book Rating : 4.7/5 (914 download)

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Book Synopsis The Trouble with Culture by : F. Allan Hanson

Download or read book The Trouble with Culture written by F. Allan Hanson and published by State University of New York Press. This book was released on 2012-02-01 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt: 2007 CHOICE Outstanding Academic Title In this highly original book, anthropologist F. Allan Hanson reveals an entirely unanticipated but vital link between two of the most widely discussed features of contemporary American society: the computer revolution and the culture wars. Hanson argues that the culture wars stem from a divergence in the evolutionary paths of society and culture. Societies have evolved significantly over the last few millennia from small bands of farmers or hunter-gatherers into huge, internally diverse nation-states, while cultures—the closed systems of meanings and symbols that kept small, face-to-face societies together—have failed to keep pace. If cultures became more open, Hanson contends, then the maladaptive rupture between society and culture would be healed and the clashes that currently beset us would be greatly diminished. Interweaving lucid analysis with concrete case studies of common law, education, and other areas of contemporary life, Hanson demonstrates how the widespread use of computers is, in fact, encouraging more originality and open-mindedness, with the potential to ease polarization and calm the culture wars.

Artificial Intelligence and Soft Computing

Author : Leszek Rutkowski
Publisher : Springer
ISBN 13 : 3030209156
Total Pages : 712 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Artificial Intelligence and Soft Computing by : Leszek Rutkowski

Download or read book Artificial Intelligence and Soft Computing written by Leszek Rutkowski and published by Springer. This book was released on 2019-05-27 with total page 712 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set LNCS 11508 and 11509 constitutes the refereed proceedings of of the 18th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2019, held in Zakopane, Poland, in June 2019. The 122 revised full papers presented were carefully reviewed and selected from 333 submissions. The papers included in the first volume are organized in the following five parts: neural networks and their applications; fuzzy systems and their applications; evolutionary algorithms and their applications; pattern classification; artificial intelligence in modeling and simulation. The papers included in the second volume are organized in the following five parts: computer vision, image and speech analysis; bioinformatics, biometrics, and medical applications; data mining; various problems of artificial intelligence; agent systems, robotics and control.