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39 produkter
39 produkter
Recent Advances in Information and Communication Technology 2019
Proceedings of the 15th International Conference on Computing and Information Technology (IC2IT 2019)
Häftad, Engelska, 2019
1 643 kr
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This book presents the latest research on computer recognition systems. Over the last few years, computer scientists, engineers and users have been confronted with rapid changes in computer interfaces and in the abilities of the machines and the services available. And this is just the beginning: based on recent research findings, we can expect more significant advances and challenges in the next decade. Achievements in the area of artificial intelligence have made an important major contribution to these developments: Machine learning, natural language processing, speech recognition, image and video processing are just some of the major research and engineering directions that have made autonomous driving, language assistants, automatic translation and answering systems as well as other innovative applications such as more human-oriented interfaces possible. Those developments also reflect economic changes in the world, which are increasingly dominated by the needs of enhanced globalization, international cooperation (including its competitive aspects) and emerging global problems.
Thai Natural Language Processing
Word Segmentation, Semantic Analysis, and Application
Inbunden, Engelska, 2020
1 534 kr
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This book presents comprehensive solutions for readers wanting to develop their own Natural Language Processing projects for the Thai language. In addition to theory, it also includes practical workshops for readers new to the field who want to start programming in Natural Language Processing.
Thai Natural Language Processing
Word Segmentation, Semantic Analysis, and Application
Häftad, Engelska, 2021
1 534 kr
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This book presents comprehensive solutions for readers wanting to develop their own Natural Language Processing projects for the Thai language. In addition to theory, it also includes practical workshops for readers new to the field who want to start programming in Natural Language Processing.
1 534 kr
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This book initiates a transformation of the Web into a self-managing, autonomous information system to challenge today’s all-embracing role of big search engines as centralized information managers.
1 534 kr
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This book initiates a transformation of the Web into a self-managing, autonomous information system to challenge today’s all-embracing role of big search engines as centralized information managers.
Del 674 - Lecture Notes in Networks and Systems
Real-time and Autonomous Systems 2022
Automation in Everyday Life
Häftad, Engelska, 2023
1 861 kr
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This book contains the results of the researchers presented at this conference, which is supported by German Society of informatics (GI) and other organisations Real-Time Systems Expert Committees. The 43rd Real-Time Systems conference on "Automation in Everyday Life" is addressing an increasingly important topic in a world that is becoming more and more networked. The solutions presented here range from hardware to system design to individual applications. The target audience is students and researchers in computer science and automation technology (partly electrical engineering), engineers, programmers and users of automation and communication systems.
631 kr
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Del 1009 - Lecture Notes in Networks and Systems
Advances in Real-Time and Autonomous Systems
Proceedings of the 15th International Conference on Autonomous Systems
Häftad, Engelska, 2024
2 406 kr
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The 15th International conference on "Autonomous Systems" is addressing an important topic for computing systems and communication networks due to increasingly complex environments they are working in.
Del 1543 - Lecture Notes in Networks and Systems
Advances in Real-Time and Autonomous Systems
Proceedings of the 16th International Conference on Autonomous Systems
Häftad, Engelska, 2025
2 188 kr
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This book serves as both a cutting-edge reference and a practical guide to building AI systems that are transparent, trustworthy, and tuned for real-world impact, featuring contributors from three continents and backed by leading institutions.Unlock the next wave of graph-based artificial intelligence, fuzzy logic, and human-centric machine learning with this authoritative Springer proceedings book. Twenty-four rigorously peer-reviewed chapters—spanning semantic similarity in Wikipedia, sparse distributed representations, explainable image generation, privacy-preserving mobility analytics, sentiment mining in public transport, counterfeit-banknote detection, 5G network capacity planning, and mixed-order traffic prediction—provide a panoramic view of state-of-the-art research that turns theory into deployable solutions.Readers gain step-by-step methodologies for building restricted Boltzmann machines enhanced with fuzziness, dual-graph semantic extractors, Bloom-filter variants, and the versatile GraphLearner simulator. Each contribution includes reproducible workflows, comparative baselines, and publicly available code or datasets—accelerating adoption in academia and industry alike.Highlights include a blueprint for emotion-aware AI agents, a cloud-intelligence framework that empowers SMEs with decision support, and an adaptive metric for privacy-preserving urban-mobility sharing that balances usability and anonymity.
1 643 kr
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2 412 kr
Kommande
This book collects peer-reviewed and presented papers from 2025 9th International Conference on Natural Language Processing and Information Retrieval (NLPIR 2025), held in Kyushu University, Fukuoka, Japan during December 14–16, 2025. Nowadays, advances in computer engineering made it possible that humans may interact with the machines in their natural language either in the written or the spoken manner. At the same time, the amount of (textual) data available in big data bases as well as the World Wide Web is growing in a rapid manner. Both developments setup new challenges for the development of innovative algorithms to recognise speech, to categorise and classify not only textual information in short times as well as to extract knowledge and wisdom from a huge pile of raw, unevaluated data. Topics discussed in this book include Syntactic Analysis, Language Representation and Machine Translation, Multimodal NLP Recognition, Semantic Analysis and Modelling, Sentiment Analysis and Corpus Construction, Generative Text and Text Classification, Speech Recognition Models and Detection Techniques, Context-Aware Large Language Models and Parameter Adaptation, Language Representation and Information Retrieval in Multimodal Information Systems, AI-Based Generative Dialogue Systems and Intelligent Question Answering Systems, Text Mining and Knowledge Extraction Based on Generative Frameworks, Mechanisms and Applications of Artificial Intelligence in Natural Language Tasks, Cross-Document Information Extraction and Information Detection Based on Pre-trained Language Models.
Advances in Real-Time and Autonomous Systems
Proceedings of the 17th International Conference on Autonomous Systems
Häftad, Engelska, 2026
2 902 kr
Kommande
The 17th International Conference on Autonomous Systems highlights the crucial role of autonomous technologies in computer science and communication networks. Moving beyond the realms of automotive and robotics, these systems tackle complex challenges across diverse domains—adapting, learning, and ensuring reliable, secure, and efficient operation.The conference presents groundbreaking research, innovative hardware and system designs, and practical applications that push the boundaries of autonomous system capabilities. Supported by the German Society of Informatics (GI) and other leading institutions, the event brings together experts driving advances in autonomous and intelligent computing technologies.Designed for a wide audience—including students, researchers, engineers, programmers, and automation professionals—the conference offers a dynamic platform to exchange ideas and explore the future of autonomous systems in computer science.
Recent Advances in Information and Communication Technology
Proceedings of the 10th International Conference on Computing and Information Technology (IC2IT2014)
Häftad, Engelska, 2014
1 595 kr
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Computer and Information Technology (CIT) are now involved in governmental, industrial, and business domains more than ever. Thus, it is important for CIT personnel to continue academic research to improve technology and its adoption to modern applications. The up-to-date research and technologies must be distributed to researchers and CIT community continuously to aid future development. The 10th International Conference on Computing and Information Technology (IC 2 IT2014) organized by King Mongkut's University of Technology North Bangkok (KMUTNB) and partners provides an exchange of the state of the art and future developments in the two key areas of this process: Computer Networking and Data Mining. Behind the background of the foundation of ASEAN, it becomes clear that efficient languages, business principles and communication methods need to be adapted, unified and especially optimized to gain a maximum benefit to the users and customers of future IT systems.
1 066 kr
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This book presents recent research work and results in the area of communicationand information technologies. The book includes the main results of the 11th InternationalConference on Computing and Information Technology (IC2IT) held during July2nd-3rd, 2015 in Bangkok, Thailand. The book is divided into the two main parts DataMining and Machine Learning as well as Data Network and Communications.New algorithms and methods of data mining asr discussed as well as innovativeapplications and state-of-the-art technologies on data mining, machine learning anddata networking.
Del 463 - Advances in Intelligent Systems and Computing
Recent Advances in Information and Communication Technology 2016
Proceedings of the 12th International Conference on Computing and Information Technology (IC2IT)
Häftad, Engelska, 2016
1 595 kr
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This proceedings book presents recent research work and results in the area of communication and information technologies. The chapters of this book contain the main, well-selected and reviewed contributions of scientists who met at the 12thInternational Conference on Computing and Information Technology (IC2IT) held during 7th - 8th July 2016 in Khon Kaen, Thailand The book is divided into three parts: “User Centric Data Mining and Text Processing”, “Data Mining Algoritms and their Applications” and “Optimization of Complex Networks”.
Recent Advances in Information and Communication Technology 2017
Proceedings of the 13th International Conference on Computing and Information Technology (IC2IT)
Häftad, Engelska, 2017
1 643 kr
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This book includes selected contributions related to big data and data networking, presented at the 13th International Conference on Computing and Information Technology (IC2IT), which was held at the Arnoma Grand Hotel Bangkok, Thailand, July 6–7, 2017. The aim of the conference was to present emerging algorithms, methods and technologies with a high degree of originality, novelty and innovation addressing the conference theme `Mastering Data and Networking’.Section 1 and 2 discuss various aspects of data mining and corresponding applications. Section 3 focuses on speed and overhead networking optimisation problems, as well as energy problems of autonomous systems, which are becoming increasingly important. The key to addressing these problems is properly determining critical parameters. Section 4 sheds light on natural language processing, including extraction of trends and popularity and recognition of emotions as well as classic topics such as detection and classification.
Recent Advances in Information and Communication Technology 2018
Proceedings of the 14th International Conference on Computing and Information Technology (IC2IT 2018)
Häftad, Engelska, 2018
1 595 kr
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This book contains the research contributions presented at the 14th International Conference on Computing and Information Technology (IC2IT 2018) organised by King Mongkut’s University of Technology North Bangkok and its partners, and held in the northern Thai city of Chiang Mai in July 2018. Traditionally, IC2IT 2018 provides a forum for exchange on the state of the art and on expected future developments in its field. Correspondingly, this book contains chapters on topics in data mining, machine learning, natural language processing, image processing, networks and security, software engineering and information technology. With them, the editors want to foster inspiring discussions among colleagues, not only during the conference. It is also intended to contribute to a deeper understanding of the underlying problems as needed to solve them in complex environments and, beneficial for this purpose, to encourage interdisciplinary cooperation.
Innovative Internet Community Systems
Third International Workshop, IICS 2003, Leipzig, Germany, June 19-21, 2003, Revised Papers
Häftad, Engelska, 2003
552 kr
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This book constitutes the thoroughly refereed postproceedings of the Third International Workshop on Innovative Internet Community Systems, IICS 2003, held in Leipzig, Germany in June 2003.The 19 revised full papers presented together with 2 invited papers have gone through two rounds of reviewing and improvement and were selected from more than 30 submissions. Among the topics addressed are semantic search, network communities, e-learning, message-oriented middleware, networked information spaces, mobile business processes, distributed communication systems, distributed Web applications, semantic Web environments, file-sharing systems, network intrusion detection, protocols, self-organizing networks, XML, and linguistic knowledge services.
Advanced Distributed Systems
Third International School and Symposium, ISSADS 2004, Guadalajara, Mexico, January 24-30, 2004, Revised Papers
Häftad, Engelska, 2004
552 kr
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This volume contains the accepted papers from the 3rd International School andSymposium onAdvanced Distributed Systems heldin Guadalajara,Mexico, January24-30,2004.Thiseventwasorganizedbytheteamsmadeupofmembers of CINVESTAV Guadalajara, CUCEI, the Computer Science Department of the Centre of Research and Advances Studies at the CUCEA campus of the University of Guadalajara, Mexico, the University of Rostock, Germany and ITESO, Guadalajara. The ISSADS symposium provides a forum for scientists and people from industry to discuss the progress of applications and theory of distributedsystems.Thisyeartherewereover300participantsfrom3continents, among which about 20 percent came from industry. Theconferenceprogramconsistedof25acceptedpapersoutof46submissions and covered several aspects of distributed systems from hardware and system level up to di?erent applications. These papers were selected by a peer review process, in which each paper was evaluated by at least three members of the international program committee.Inaddition,thethreeinvitedspeakers,AdolfoGuzmanArenas,YakupParker and Joaquin Vila, presented interesting overviews to current development and research directions in distributed systems. Furthermore, eight tutorials and four industrial forums from IBM, INTEL, HP and SUN enabled the participants to extend their knowledge in selected areas. A panel, which was organized by a team composed of researchersfrom the Universidadde Guadalajaraand focused on tra?c control and simulation, also demonstrated the practical application of recent research in distributed systems to the problems of Guadalajara.
Advanced Distributed Systems
5th International School and Symposium, ISSADS 2005, Guadalajara, Mexico, January 24-28, 2005, Revised Selected Papers
Häftad, Engelska, 2005
552 kr
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It is our pleasure to present the papers accepted and presented at the 5th Int- national School and Symposium on Advanced Distributed Systems (ISSADS) in this LNCS volume. The symposium was held in the city of Guadalajara,Mexico from January 24 to 28, 2005. The organization team was composed of members of CINVESTAV Guadalajara, Rostock University in Germany, the CUCEI and CUCEA campuses of Guadalajara University, and Instituto Tecnol´ ogico y de Estudios Superiores de Occidente, ITESO. The symposium is already a we- established annual meeting, at which scientists and people from the industrial ?eld meet and discuss the progress of applications and the theory of distributed systems in a forum during the last week of January. This year, more than 250 people from 3 continents attended the conference. Most of them are scientists, teachers, students and engineers from the local industry. The papers presented in the sessions of the symposium cover not only the subjects of distributed systems from the system level and applications, but also contributions from the area of theory and arti?cial intelligence concepts. These papers were selected out of more than 100 submissions. There was a selection ?lter in which each paper was evaluated by at least three members of the - ternational Program Committee, who came from research institutions of good reputation all over the world.
Innovative Internet Community Systems
4th International Workshop, IICS 2004, Guadalajara, Mexico, June 21-23, 2004. Revised Papers
Häftad, Engelska, 2006
552 kr
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IICS2004,thefourthworkshoponInnovativeInternetCommunitySystems,s- cessfully dealtwith severaltimely topicsofdistributed systems,the Internetand virtualcommunities.TheworkshopseriescommencedwithIICS2001heldatthe Technical University of Ilmenau. After two more workshops, in Kuhlung .. sborn and Leipzig, this year was the ?rst time that the workshop was held abroad (Guadalajara, Mexico). Due to a broader international environment, the wo- shop this year was organized by the IEEE in cooperation with the Universidad de Guadalajara. Thepapersfromtheconferenceweremainlyfocusedonthreeaspects:syst- orientedproblems,textprocessing,andtheoreticalfoundationofdistributedand Internet systems. The organizers tried to cover the main issues appearing today with the steady growth of the Internet and the Internet communities. Con- quently, the speed and quality-of-service problems of today's Internet protocols, aspects of cooperation and collaboration in Internet systems, as well as age- and textprocessing-based methods used to compute the large amounts of inf- mation in the Internet more or less automatically were all emphasized in most papers and discussions during the conference.Thereweretwomini-workshopsintheworkshopbecausesometopicsmay- ?uence communities and the Internet, and the other way around. Armin Mikler from the University of North Texas at Denton organized the workshop on Computational Epidemiology, considering several aspects of this brand new research area which requires fast exchanges of information from large areas. Helena Unger organized a mini-workshop on the Optimization of Urban Tra?c Systems (OUTS), showing the strong connection between social communities and technical systems, and many requirements to use distributed systems and the Net to collect and process current information in the right manner.
Innovative Internet Community Systems
5th International Workshop, IICS 2005, Paris, France, June 20-22, 2005. Revised Papers
Häftad, Engelska, 2006
552 kr
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This volume of Lecture Notes in Computer Science contains all accepted papers th of the 5 International Conference on Innovative Internet Community Systems 2 (I CS), which was held at the Sorbonne in Paris, from June 20–22, 2005. The previous four conferences in Ilmenau, Rostock, Leipzig (Germany) and Guadalajara (Mexico) developed the pro?le of this event. Traditionally, there are topics discussed in three main aspects. All of them must be considered in a united manner in order to investigate and understand the emergence and evolution of communities in the Internet: knowledge about networking, content and text processing as well as theory. The goal of the I2CS workshop is to bring researchers from both industry and academic ?elds together to discuss current progressandfuturedevelopmentsintheseareasandtoeliminatethegapbetween theory and application. At this point, we want to express immense gratitude to all the authors of the submitted papers and to the members of the international Program Committee for their contribution to the success of the event and a program of high quality. In a peer-to-peer review process, 17 papers were selected out of 27 submissions.
Innovative Internet Computing Systems
International Workshop IICS 2001 Ilmenau, Germany, June 21-22, 2001 Proceedings
Häftad, Engelska, 2001
552 kr
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This book constitutes the refereed proceedigs of the International Workshop on Innovative Internet Computing Systems, IICS 2001, held in Ilmenau, Germany, in June 2001. The nine revised full papers and five short papers presented together with two invited papers were carefully reviewed and selected from 30 submissions. Among the topics addressed are multicast protocols, IP-QoS, distributed environments, Jinni agents, Internet services, Web algorithms, agent-based collaboration, agent-based distributed computing, Internet trading services, mobile networking, and distributed teams.
Innovative Internet Computing Systems
Second International Workshop, IICS 2002, Kühlungsborn, Germany, June 20-22, 2002, Proceedings
Häftad, Engelska, 2002
552 kr
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2 I CS2002wasthesecondworkshoponInnovativeInternetComputingSystems, a series of international workshops on system and information management for 2 theNextGenerationInternet(NGI).TheworkshopseriescommencedwithI CS 2001, which was held at the Technical University of Ilmenau. It brought - gether scientists whose research addressed di?erent aspects of Internet-based and network-centric computing. This year's workshop was held in the inspiring atmosphereoftheoldBalticSearesortofKuhlung .. bornnearRostock(Germany). Theunprecedentedpervasivenessofnetworkaccessandtheassociatedem- gence of large distributed computing infrastructures have presented researchers with new challenges in Information and Web technology. The management and retrieval of web-based information, the classi?cation of contents, and the m- agementofweb-basedcommunitiesaresomeofthekeyareasaddressedbysome of this year's contributions. Other papers focus on the structure and retrieval ofinformationfrom largedistributed data basesaswell asthe representationof the distributed natureofinformationbythe meansofgraph-theoreticalmodels. 2 Like I CS 2001, this year's workshop was organized by the Gesellschaft fur ..Informatik(GI)inGermanytosupporttheexchangeofexperiences,results, and technology in the ?eld. The 21 papers (2 invited, 19 regular contributions) presented at the conference and in the present volume were selected from more than30submissions.Everysubmissionwascarefullyreviewedbythreemembers of the programcommittee. Wewouldliketothankallthosewhocontributedtothisbookfortheirexc- lent work and their great cooperation. Roswitha Fengler and Katrin Erdmann deserve special gratitude for their great e?orts and perfect work concerning all administrativemattersoftheworkshop.Wewishtoacknowledgethesubstantial helpprovidedbyoursponsors:theUniversityofRostockandtheTKKTechniker KrankenkasseRostock. We hope all participants enjoyed a successful workshop, made a lot of new contacts,held fruitful discussions helping to solvethe actualresearchproblems, and had a pleasant stay on the coast of the Baltic Sea. Last but not least we 2 hope to see you again at the third I CS conference in 2003, which will be held in the Leipzig area in the heart of Germany.
Distributed Communities on the Web
Third International Workshop, DCW 2000, Quebec City, Canada, June 19-21, 2000, Proceedings
Häftad, Engelska, 2000
552 kr
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This book constitutes the refereed proceedings of the Third International Workshop on Distributed Communities on the Web, DCW 2000, held in Quebec City, Canada, in June 2000. The 19 revised full papers presented together with 2 keynote contributions were carefully reviewed and selected from 30 submissions. The book presents topical sections on collaboration in communities, business communities, managing communities, communication and communities, intentionality, and mobile agents for community support.
Recent Advances in Nonlinear Dynamics and Synchronization
Theory and Applications
Inbunden, Engelska, 2009
1 643 kr
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In essence, the dynamics of real world systems (i.e. engineered systems, natural systems, social systesms, etc.) is nonlinear. The analysis of this nonlinear character is generally performed through both observational and modeling processes aiming at deriving appropriate models (mathematical, logical, graphical, etc.) to simulate or mimic the spatiotemporal dynamics of the given systems. The complex intrinsic nature of these systems (i.e. nonlinearity and spatiotemporal dynamics) can lead to striking dynamical behaviors such as regular or irregular, stable or unstable, periodicity or multi-periodicity, torus or chaotic dynamics. The various potential applications of the knowledge about such dynamics in technical sciences (engineering) are being intensively demonstrated by diverse ongoing research activities worldwide. However, both the modeling and the control of the nonlinear dynamics in a range of systems is still not yet well-understood (e.g. system models with time varying coefficients, immune systems, swarm intelligent systems, chaotic and fractal systems, stochastic systems, self-organized systems, etc.). This is due amongst others to the challenging task of establishing a precise and systematic fundamental or theoretical framework (e.g. methods and tools) to analyze, understand, explain and predict the nonlinear dynamical behavior of these systems, in some cases even in real-time. The full insight in systems’ nonlinear dynamic behavior is generally achieved through approaches involving analytical, numerical and/or experimental methods.
Del 391 - Studies in Computational Intelligence
Autonomous Systems: Developments and Trends
Inbunden, Engelska, 2011
1 643 kr
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The Workshops on Autonomous Systems emanated from a gathering with the doctoral students of just three chairs at Fernuniversität in Hagen, which we organise twice per year for a number of years now. Their purpose is to discuss on-going research and to create a community spirit. Furthermore, they serve as a means of structuring the students' research processes. The workshop has grown and matured in several respects. The doctoral students presenting their work do not come from a single university anymore, but from three. Besides them and their supervisors, also other scientists became interested in the event and contribute to its programme. Following the model of Advanced Study Institutes, they are available on the premises for relaxed, informal discussions outside the formal sessions. Finally, with the co-sponsorship of Gesellschaft für Informatik, the German Computer Society, and this surprisingly comprehensive volume of contributions published by Springer-Verlag the workshop turned into a visible scientific event.
Recent Advances in Nonlinear Dynamics and Synchronization
Theory and Applications
Häftad, Engelska, 2012
1 643 kr
Skickas inom 10-15 vardagar
In essence, the dynamics of real world systems (i.e. engineered systems, natural systems, social systesms, etc.) is nonlinear. The analysis of this nonlinear character is generally performed through both observational and modeling processes aiming at deriving appropriate models (mathematical, logical, graphical, etc.) to simulate or mimic the spatiotemporal dynamics of the given systems. The complex intrinsic nature of these systems (i.e. nonlinearity and spatiotemporal dynamics) can lead to striking dynamical behaviors such as regular or irregular, stable or unstable, periodicity or multi-periodicity, torus or chaotic dynamics. The various potential applications of the knowledge about such dynamics in technical sciences (engineering) are being intensively demonstrated by diverse ongoing research activities worldwide. However, both the modeling and the control of the nonlinear dynamics in a range of systems is still not yet well-understood (e.g. system models with time varying coefficients, immune systems, swarm intelligent systems, chaotic and fractal systems, stochastic systems, self-organized systems, etc.). This is due amongst others to the challenging task of establishing a precise and systematic fundamental or theoretical framework (e.g. methods and tools) to analyze, understand, explain and predict the nonlinear dynamical behavior of these systems, in some cases even in real-time. The full insight in systems’ nonlinear dynamic behavior is generally achieved through approaches involving analytical, numerical and/or experimental methods.
Del 391 - Studies in Computational Intelligence
Autonomous Systems: Developments and Trends
Häftad, Engelska, 2013
1 643 kr
Skickas inom 10-15 vardagar
The Workshops on Autonomous Systems emanated from a gathering with the doctoral students of just three chairs at Fernuniversität in Hagen, which we organise twice per year for a number of years now. Their purpose is to discuss on-going research and to create a community spirit. Furthermore, they serve as a means of structuring the students' research processes. The workshop has grown and matured in several respects. The doctoral students presenting their work do not come from a single university anymore, but from three. Besides them and their supervisors, also other scientists became interested in the event and contribute to its programme. Following the model of Advanced Study Institutes, they are available on the premises for relaxed, informal discussions outside the formal sessions. Finally, with the co-sponsorship of Gesellschaft für Informatik, the German Computer Society, and this surprisingly comprehensive volume of contributions published by Springer-Verlag the workshop turned into a visible scientific event.
9th International Conference on Computing and InformationTechnology (IC2IT2013)
9th-10th May 2013 King Mongkut's University of Technology North Bangkok
Häftad, Engelska, 2013
1 643 kr
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This volume contains the papers of the 9th International Conference on Computing and Information Technology (IC2IT 2013) held at King Mongkut's University of Technology North Bangkok (KMUTNB), Bangkok, Thailand, on May 9th-10th, 2013. Traditionally, the conference is organized in conjunction with the National Conference on Computing and Information Technology, one of the leading Thai national events in the area of Computer Science and Engineering. The conference as well as this volume is structured into 3 main tracks on Data Networks/Communication, Data Mining/Machine Learning, and Human Interfaces/Image processing.