Cognitive Techniques In Visual Data Interpretation

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Cognitive Techniques in Visual Data Interpretation

Author : Lidia Ogiela
Publisher : Springer Science & Business Media
ISBN 13 : 3642026923
Total Pages : 117 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Cognitive Techniques in Visual Data Interpretation by : Lidia Ogiela

Download or read book Cognitive Techniques in Visual Data Interpretation written by Lidia Ogiela and published by Springer Science & Business Media. This book was released on 2009-07-21 with total page 117 pages. Available in PDF, EPUB and Kindle. Book excerpt: The extremely rapid progress of science dealing with the design of new computer systems and the development of intelligent algorithmic solutions for solving c- plex problems has become apparent also in the field of computational intelligence and cognitive informatics methods. The progress of these new branches of inf- matics has only started a few years ago, but they are already making a very s- nificant contribution to the development of modern technologies, and also forming the foundations for future research on building an artificial brain and systems i- tating human thought processes. We are already able to build robots with basic machine intelligence, which can sometimes perform complex actions and also - erate by adapting to changing conditions of their surroundings. This very impr- sive development of intelligent systems is manifested in the creation of robotic devices which use artificial intelligence algorithms in their operations, mo- ments, when solving difficult problems or communicating with humans. It is also evidenced by the introduction of new methods of reasoning about and interpreting objects or events surrounding the system. One of the fields in which the need to deploy such modern solutions is obvious are cognitive vision systems used both in mobile robots and in computer systems which recognise or interpret the meaning of recorded signals or patterns.

Cognitive Techniques in Visual Data Interpretation

Author : Lidia Ogiela
Publisher : Springer
ISBN 13 : 3642026931
Total Pages : 117 pages
Book Rating : 4.6/5 (42 download)

DOWNLOAD NOW!

Book Synopsis Cognitive Techniques in Visual Data Interpretation by : Lidia Ogiela

Download or read book Cognitive Techniques in Visual Data Interpretation written by Lidia Ogiela and published by Springer. This book was released on 2009-07-10 with total page 117 pages. Available in PDF, EPUB and Kindle. Book excerpt: The extremely rapid progress of science dealing with the design of new computer systems and the development of intelligent algorithmic solutions for solving c- plex problems has become apparent also in the field of computational intelligence and cognitive informatics methods. The progress of these new branches of inf- matics has only started a few years ago, but they are already making a very s- nificant contribution to the development of modern technologies, and also forming the foundations for future research on building an artificial brain and systems i- tating human thought processes. We are already able to build robots with basic machine intelligence, which can sometimes perform complex actions and also - erate by adapting to changing conditions of their surroundings. This very impr- sive development of intelligent systems is manifested in the creation of robotic devices which use artificial intelligence algorithms in their operations, mo- ments, when solving difficult problems or communicating with humans. It is also evidenced by the introduction of new methods of reasoning about and interpreting objects or events surrounding the system. One of the fields in which the need to deploy such modern solutions is obvious are cognitive vision systems used both in mobile robots and in computer systems which recognise or interpret the meaning of recorded signals or patterns.

Cognitive Biases in Visualizations

Author : Geoffrey Ellis
Publisher : Springer
ISBN 13 : 3319958313
Total Pages : 185 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Cognitive Biases in Visualizations by : Geoffrey Ellis

Download or read book Cognitive Biases in Visualizations written by Geoffrey Ellis and published by Springer. This book was released on 2018-09-27 with total page 185 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book brings together the latest research in this new and exciting area of visualization, looking at classifying and modelling cognitive biases, together with user studies which reveal their undesirable impact on human judgement, and demonstrating how visual analytic techniques can provide effective support for mitigating key biases. A comprehensive coverage of this very relevant topic is provided though this collection of extended papers from the successful DECISIVe workshop at IEEE VIS, together with an introduction to cognitive biases and an invited chapter from a leading expert in intelligence analysis. Cognitive Biases in Visualizations will be of interest to a wide audience from those studying cognitive biases to visualization designers and practitioners. It offers a choice of research frameworks, help with the design of user studies, and proposals for the effective measurement of biases. The impact of human visualization literacy, competence and human cognition on cognitive biases are also examined, as well as the notion of system-induced biases. The well referenced chapters provide an excellent starting point for gaining an awareness of the detrimental effect that some cognitive biases can have on users’ decision-making. Human behavior is complex and we are only just starting to unravel the processes involved and investigate ways in which the computer can assist, however the final section supports the prospect that visual analytics, in particular, can counter some of the more common cognitive errors, which have been proven to be so costly.

Secure Information Management Using Linguistic Threshold Approach

Author : Marek R. Ogiela
Publisher : Springer Science & Business Media
ISBN 13 : 1447150163
Total Pages : 147 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Secure Information Management Using Linguistic Threshold Approach by : Marek R. Ogiela

Download or read book Secure Information Management Using Linguistic Threshold Approach written by Marek R. Ogiela and published by Springer Science & Business Media. This book was released on 2013-08-19 with total page 147 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, cryptographic techniques for protecting and hiding secret information have been included in directions of research on intelligent information management. Data can be managed securely due to the use of algorithms for ensuring the confidentiality of data, information splitting techniques as well as protocols for sharing information and methods of its reconstruction. This is why techniques of advanced splitting and reconstruction of information form the primary subject of Secure Information Management Using Linguistic Threshold Approach, whose main purpose is to discuss the so-called linguistic threshold schemes for information sharing. An attempt is also made to describe the opportunities of using these techniques to create new models of managing strategic information shared within a commercial organisation or a state institution. Such information is specially protected, and its contents are used only if the authorised users are enabled to access it. This monograph attempts to define a model structure of information flow and for assigning information shares to particular groups of individuals concerned. The proposed information flow model can be integrated into practical solutions within any organisation or institution, improving the functionality of its legacy information systems. The use of strong mathematical cryptographic models to manage information constitutes a scientific innovation and a demonstration of the methods and opportunities of using advanced techniques for confidentially exchanging information in tasks supporting data flow within a commercial organisation. The interdisciplinary nature of the solutions proposed means that the subject of linguistic threshold schemes forming part of intelligent information management becomes a new challenge for the research and application work carried out. The authors of this monograph hope that it will guide readers on an interesting journey through the cutting edge solution in the field of secure information management.

Intelligent Decision Technologies

Author : Junzo Watada
Publisher : Springer Science & Business Media
ISBN 13 : 3642299202
Total Pages : 524 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Intelligent Decision Technologies by : Junzo Watada

Download or read book Intelligent Decision Technologies written by Junzo Watada and published by Springer Science & Business Media. This book was released on 2012-05-20 with total page 524 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Intelligent Decision Technologies (IDT) International Conference encourages an interchange of research on intelligent systems and intelligent technologies that enhance or improve decision making. The focus of IDT is interdisciplinary and includes research on all aspects of intelligent decision technologies, from fundamental development to real applications. IDT has the potential to expand their support of decision making in such areas as finance, accounting, marketing, healthcare, medical and diagnostic systems, military decisions, production and operation, networks, traffic management, crisis response, human-machine interfaces, financial and stock market monitoring and prediction, and robotics. Intelligent decision systems implement advances in intelligent agents, fuzzy logic, multi-agent systems, artificial neural networks, and genetic algorithms, among others. Emerging areas of active research include virtual decision environments, social networking, 3D human-machine interfaces, cognitive interfaces, collaborative systems, intelligent web mining, e-commerce, e-learning, e-business, bioinformatics, evolvable systems, virtual humans, and designer drugs. This volume contains papers from the Fourth KES International Symposium on Intelligent Decision Technologies (KES IDT’12), hosted by researchers in Nagoya University and other institutions in Japan. This book contains chapters based on papers selected from a large number of submissions for consideration for the conference from the international community. The volume represents the current leading thought in intelligent decision technologies.

Applications of Supervised and Unsupervised Ensemble Methods

Author : Oleg Okun
Publisher : Springer
ISBN 13 : 3642039995
Total Pages : 276 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Applications of Supervised and Unsupervised Ensemble Methods by : Oleg Okun

Download or read book Applications of Supervised and Unsupervised Ensemble Methods written by Oleg Okun and published by Springer. This book was released on 2009-10-15 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: Expanding upon presentations at last year’s SUEMA (Supervised and Unsupervised Ensemble Methods and Applications) meeting, this volume explores recent developments in the field. Useful examples act as a guide for practitioners in computational intelligence.

New Challenges in Computational Collective Intelligence

Author : Radoslaw Katarzyniak
Publisher : Springer
ISBN 13 : 3642039588
Total Pages : 347 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis New Challenges in Computational Collective Intelligence by : Radoslaw Katarzyniak

Download or read book New Challenges in Computational Collective Intelligence written by Radoslaw Katarzyniak and published by Springer. This book was released on 2009-09-29 with total page 347 pages. Available in PDF, EPUB and Kindle. Book excerpt: Collective intelligence has become one of major research issues studied by today’s and future computer science. Computational collective intelligence is understood as this form of group intellectual activity that emerges from collaboration and compe- tion of many artificial individuals. Robotics, artificial intelligence, artificial cognition and group working try to create efficient models for collective intelligence in which it emerges from sets of actions carried out by more or less intelligent individuals. The major methodological, theoretical and practical aspects underlying computational collective intelligence are group decision making, collective action coordination, collective competition and knowledge description, transfer and integration. Obviously, the application of multiple computational technologies such as fuzzy systems, evo- tionary computation, neural systems, consensus theory, knowledge representation etc. is necessary to create new forms of computational collective intelligence and support existing ones. Three subfields of application of computational technologies to support forms of collective intelligence are of special attention to us. The first one is semantic web treated as an advanced tool that increases the collective intelligence in networking environments. The second one covers social networks modeling and analysis, where social networks are this area of in which various forms of computational collective intelligence emerges in a natural way. The third subfield relates us to agent and mul- agent systems understood as this computational and modeling paradigm which is especially tailored to capture the nature of computational collective intelligence in populations of autonomous individuals.

Intelligent Distributed Computing III

Author : George Angelos Papadopoulos
Publisher : Springer
ISBN 13 : 3642032141
Total Pages : 324 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Intelligent Distributed Computing III by : George Angelos Papadopoulos

Download or read book Intelligent Distributed Computing III written by George Angelos Papadopoulos and published by Springer. This book was released on 2009-09-30 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: Intelligent computing covers a hybrid palette of methods and techniques - rived from classical arti?cial intelligence, computational intelligence, multi-agent systems a.o. Distributed computing studies systems that contain loosely-coupled components running on networked computers and that c- municateandcoordinatetheiractionsbyexchangeofmessages.Theemergent ?eld of intelligent distributed computing is expected to pose special ch- lenges of adaptation and fruitful combination of results of both areas with a great impact on the development of new generation intelligent distributed information systems. Intelligent Distributed Computing – IDC Symposium Series was started as an initiative of research groups from: (i) Systems Research Institute, P- ish Academy of Sciences in Warsaw, Poland and (ii) Software Engineering Department of the University of Craiova, Craiova, Romania. IDC aims at bringing together researchers and practitioners involved in all aspects of - telligent distributed computing. IDC 2009 was the third event in this series and was hosted by Department of Computer Science, University of Cyprus in Ayia Napa, Cyprus during October 13-14, 2009.

Emotional Intelligence

Author : Aruna Chakraborty
Publisher : Springer
ISBN 13 : 3540686096
Total Pages : 334 pages
Book Rating : 4.5/5 (46 download)

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Book Synopsis Emotional Intelligence by : Aruna Chakraborty

Download or read book Emotional Intelligence written by Aruna Chakraborty and published by Springer. This book was released on 2009-09-16 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: Emotional Intelligence is a new discipline of knowledge, dealing with modeling, recognition and control of human emotions. The book Emotional Intelligence: A Cybernetic Approach, to the best of the authors’ knowledge is a first compreh- sive text of its kind that provides a clear introduction to the subject in a precise and insightful writing style. It begins with a philosophical introduction to E- tional Intelligence, and gradually explores the mathematical models for emotional dynamics to study the artificial control of emotion using music and videos, and also to determine the interactions between emotion and logic from the points of view of reasoning. The later part of the book covers the chaotic behavior of - existing emotions under certain conditions of emotional dynamics. Finally, the book attempts to cluster emotions using electroencephalogram signals, and d- onstrates the scope of application of emotional intelligence in several engineering systems, such as human-machine interfaces, psychotherapy, user assistance s- tems, and many others. The book includes ten chapters. Chapter 1 provides an introduction to the s- ject from a philosophical and psychological standpoint. It outlines the fundamental causes of emotion arousal, and typical characteristics of the phenomenon of an emotive experience. The relation between emotion and rationality of thoughts is also introduced here. Principles of natural regulation of emotions are discussed in brief, and the biological basis of emotion arousal using an affective neu- scientific model is introduced next.

Advances in Agent-Based Complex Automated Negotiations

Author : Takayuki Ito
Publisher : Springer
ISBN 13 : 3642031900
Total Pages : 220 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Advances in Agent-Based Complex Automated Negotiations by : Takayuki Ito

Download or read book Advances in Agent-Based Complex Automated Negotiations written by Takayuki Ito and published by Springer. This book was released on 2009-10-06 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: Complex Automated Negotiations have been widely studied and are becoming an important, 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. These factors include the number of issues, dependency between issues, representation of utility, negotiation protocol, negotiation form (bilateral or multi-party), time constraints, etc. Software agents can support automation or simulation of such complex negotiations on the behalf of their owners, and can provide them with adequate bargaining strategies. In many multi-issue bargaining settings, negotiation becomes more than a zero-sum game, so bargaining agents have an incentive to cooperate in order to achieve efficient win-win agreements. Also, in a complex negotiation, there could be multiple issues that are interdependent. Thus, agent’s utility will become more complex than simple utility functions. Further, negotiation forms and protocols could be different between bilateral situations and multi-party situations. To realize such a complex automated negotiati on, we have to incorporate advanced Artificial Intelligence technologies includes search, CSP, graphical utility models, Bays nets, auctions, utility graphs, predicting and learning methods. Applications could include e-commerce tools, decisionmaking support tools, negotiation support tools, collaboration tools, etc. These issues are explored by researchers from different communities in Autonomous Agents and Multi-Agent systems. They are, for instance, being studied in agent negotiation, multi-issue negotiations, auctions, mechanism design, electronic commerce, voting, secure protocols, matchmaking & brokering, argumentation, and co-operation mechanisms. This book is also edited from some aspects of negotiation researches including theoretical mechanism design of trading based on auctions, allocation mechanism based on negotiation among multi-agent, case-study and analysis of automated negotiations, data engineering issues in negotiations, and so on.

Intelligent Collaborative e-Learning Systems and Applications

Author : Thanasis Daradoumis
Publisher : Springer
ISBN 13 : 3642040012
Total Pages : 198 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Intelligent Collaborative e-Learning Systems and Applications by : Thanasis Daradoumis

Download or read book Intelligent Collaborative e-Learning Systems and Applications written by Thanasis Daradoumis and published by Springer. This book was released on 2009-10-01 with total page 198 pages. Available in PDF, EPUB and Kindle. Book excerpt: Intelligent Collaborative e-Learning Systems and Applications is a major research theme in CSCL and CSCW research community. It comprises a variety of research topics that focus on developing systems that are more powerful and flexible and also more adaptable to the learning process and thus provide better answers to the paradigmatic principles of on-line collaborative learning and work. The chapters collected in this book provide new insights, findings and approaches both on the analysis and the development of more powerful e-collaboration settings. Researchers will find in this book the latest trends in these research topics. On the other hand, academics will find practical insights on how to use conceptual and experimental approaches in their daily tasks. Finally, developers from CSCL community can be inspired and put in practice the proposed models and evaluate them for the specific purposes of their own work and context.

Proceedings of the European Conference on Complex Systems 2012

Author : Thomas Gilbert
Publisher : Springer Science & Business Media
ISBN 13 : 331900395X
Total Pages : 1030 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Proceedings of the European Conference on Complex Systems 2012 by : Thomas Gilbert

Download or read book Proceedings of the European Conference on Complex Systems 2012 written by Thomas Gilbert and published by Springer Science & Business Media. This book was released on 2013-08-15 with total page 1030 pages. Available in PDF, EPUB and Kindle. Book excerpt: The European Conference on Complex Systems, held under the patronage of the Complex Systems Society, is an annual event that has become the leading European conference devoted to complexity science. ECCS'12, its ninth edition, took place in Brussels, during the first week of September 2012. It gathered about 650 scholars representing a wide range of topics relating to complex systems research, with emphasis on interdisciplinary approaches. More specifically, the following tracks were covered: 1. Foundations of Complex Systems 2. Complexity, Information and Computation 3. Prediction, Policy and Planning, Environment 4. Biological Complexity 5. Interacting Populations, Collective Behavior 6. Social Systems, Economics and Finance This book contains a selection of the contributions presented at the conference and its satellite meetings. Its contents reflect the extent, diversity and richness of research areas in the field, both fundamental and applied.

Nature Inspired Cooperative Strategies for Optimization (NICSO 2008)

Author : Natalio Krasnogor
Publisher : Springer Science & Business Media
ISBN 13 : 3642032109
Total Pages : 320 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Nature Inspired Cooperative Strategies for Optimization (NICSO 2008) by : Natalio Krasnogor

Download or read book Nature Inspired Cooperative Strategies for Optimization (NICSO 2008) written by Natalio Krasnogor and published by Springer Science & Business Media. This book was released on 2009-09-14 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: The inspiration from Biology and the Natural Evolution process has become a research area within computer science. For instance, the description of the arti?cial neuron given by McCulloch and Pitts was inspired from biological observations of neural mechanisms; the power of evolution in nature in the diverse species that make up our world has been related to a particular form of problem solving based on the idea of survival of the ?ttest; similarly, - ti?cial immune systems, ant colony optimisation, automated self-assembling programming, membrane computing, etc. also have their roots in natural phenomena. The ?rst and second editions of the International Workshop on Nature Inspired Cooperative Strategies for Optimization (NICSO), were held in Granada, Spain, 2006, and in Acireale, Italy, 2007, respectively. As in these two previous editions, the aim of NICSO 2008, held in Tenerife, Spain, was to provide a forum were the latest ideas and state of the art research related to nature inspired cooperative strategies for problem solving were discussed. The contributions collected in this book were strictly peer reviewed by at least three members of the international programme committee, to whom we are indebted for their support and assistance. The topics covered by the contributionsincludenature-inspiredtechniqueslikeGeneticAlgorithms,Ant Colonies, Amorphous Computing, Arti?cial Immune Systems, Evolutionary Robotics, Evolvable Systems, Membrane Computing, Quantum Computing, Software Self Assembly, Swarm Intelligence, etc.

Data Visualization

Author : Kieran Healy
Publisher : Princeton University Press
ISBN 13 : 0691181624
Total Pages : 292 pages
Book Rating : 4.6/5 (911 download)

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Book Synopsis Data Visualization by : Kieran Healy

Download or read book Data Visualization written by Kieran Healy and published by Princeton University Press. This book was released on 2018-12-18 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: An accessible primer on how to create effective graphics from data This book provides students and researchers a hands-on introduction to the principles and practice of data visualization. It explains what makes some graphs succeed while others fail, how to make high-quality figures from data using powerful and reproducible methods, and how to think about data visualization in an honest and effective way. Data Visualization builds the reader’s expertise in ggplot2, a versatile visualization library for the R programming language. Through a series of worked examples, this accessible primer then demonstrates how to create plots piece by piece, beginning with summaries of single variables and moving on to more complex graphics. Topics include plotting continuous and categorical variables; layering information on graphics; producing effective “small multiple” plots; grouping, summarizing, and transforming data for plotting; creating maps; working with the output of statistical models; and refining plots to make them more comprehensible. Effective graphics are essential to communicating ideas and a great way to better understand data. This book provides the practical skills students and practitioners need to visualize quantitative data and get the most out of their research findings. Provides hands-on instruction using R and ggplot2 Shows how the “tidyverse” of data analysis tools makes working with R easier and more consistent Includes a library of data sets, code, and functions

Ubiquitous Computing and Multimedia Applications

Author : G.S. Tomar
Publisher : Springer
ISBN 13 : 364213467X
Total Pages : 168 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Ubiquitous Computing and Multimedia Applications by : G.S. Tomar

Download or read book Ubiquitous Computing and Multimedia Applications written by G.S. Tomar and published by Springer. This book was released on 2010-09-10 with total page 168 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advanced Science and Technology, Advanced Communication and Networking, Information Security and Assurance, Ubiquitous Computing and Multimedia Appli- tions are conferences that attract many academic and industry professionals. The goal of these co-located conferences is to bring together researchers from academia and industry as well as practitioners to share ideas, problems and solutions relating to the multifaceted aspects of advanced science and technology, advanced communication and networking, information security and assurance, ubiquitous computing and m- timedia applications. This co-located event included the following conferences: AST 2010 (The second International Conference on Advanced Science and Technology), ACN 2010 (The second International Conference on Advanced Communication and Networking), ISA 2010 (The 4th International Conference on Information Security and Assurance) and UCMA 2010 (The 2010 International Conference on Ubiquitous Computing and Multimedia Applications). We would like to express our gratitude to all of the authors of submitted papers and to all attendees, for their contributions and participation. We believe in the need for continuing this undertaking in the future. We acknowledge the great effort of all the Chairs and the members of advisory boards and Program Committees of the above-listed events, who selected 15% of over 1,000 submissions, following a rigorous peer-review process. Special thanks go to SERSC (Science & Engineering Research Support soCiety) for supporting these - located conferences.

Recent Advances in Multimedia Signal Processing and Communications

Author : Mislav Grgic
Publisher : Springer Science & Business Media
ISBN 13 : 3642028993
Total Pages : 657 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Recent Advances in Multimedia Signal Processing and Communications by : Mislav Grgic

Download or read book Recent Advances in Multimedia Signal Processing and Communications written by Mislav Grgic and published by Springer Science & Business Media. This book was released on 2009-10-14 with total page 657 pages. Available in PDF, EPUB and Kindle. Book excerpt: The rapid increase in computing power and communication speed, coupled with computer storage facilities availability, has led to a new age of multimedia applications. This book presents recent advances in Multimedia Signal Processing and Communications.

Computational Intelligence in Flow Shop and Job Shop Scheduling

Author : Uday K. Chakraborty
Publisher : Springer Science & Business Media
ISBN 13 : 3642028357
Total Pages : 348 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Computational Intelligence in Flow Shop and Job Shop Scheduling by : Uday K. Chakraborty

Download or read book Computational Intelligence in Flow Shop and Job Shop Scheduling written by Uday K. Chakraborty and published by Springer Science & Business Media. This book was released on 2009-09-16 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: For over fifty years now, the famous problem of flow shop and job shop scheduling has been receiving the attention of researchers in operations research, engineering, and computer science. Over the past several years, there has been a spurt of interest in computational intelligence heuristics and metaheuristics for solving this problem. This book seeks to present a study of the state of the art in this field and also directions for future research.