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Book
Optimization based data mining : theory and applications
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ISBN: 0857295039 0857295047 Year: 2011 Publisher: London : Springer,

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Optimization techniques have been widely adopted to implement various data mining algorithms. In addition to well-known Support Vector Machines (SVMs) (which are based on quadratic programming), different versions of Multiple Criteria Programming (MCP) have been extensively used in data separations. Since optimization based data mining methods differ from statistics, decision tree induction, and neural networks, their theoretical inspiration has attracted many researchers who are interested in algorithm development of data mining. Optimization based Data Mining: Theory and Applications, mainly focuses on MCP and SVM especially their recent theoretical progress and real-life applications in various fields. These include finance, web services, bio-informatics and petroleum engineering, which has triggered the interest of practitioners who look for new methods to improve the results of data mining for knowledge discovery. Most of the material in this book is directly from the research and application activities that the authors’ research group has conducted over the last ten years. Aimed at practitioners and graduates who have a fundamental knowledge in data mining, it demonstrates the basic concepts and foundations on how to use optimization techniques to deal with data mining problems.


Book
Advances in big data analytics : theory, algorithms and practices
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ISBN: 9811636060 9811636079 Year: 2022 Publisher: Singapore : Springer,

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Digital
Advances in Big Data Analytics : Theory, Algorithms and Practices
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ISBN: 9789811636073 9789811636066 9789811636080 9789811636097 Year: 2022 Publisher: Singapore Springer Nature

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Today, big data affects countless aspects of our daily lives. This book provides a comprehensive and cutting-edge study on big data analytics, based on the research findings and applications developed by the author and his colleagues in related areas. It addresses the concepts of big data analytics and/or data science, multi-criteria optimization for learning, expert and rule-based data analysis, support vector machines for classification, feature selection, data stream analysis, learning analysis, sentiment analysis, link analysis, and evaluation analysis. The book also explores lessons learned in applying big data to business, engineering and healthcare. Lastly, it addresses the advanced topic of intelligence-quotient (IQ) tests for artificial intelligence. Since each aspect mentioned above concerns a specific domain of application, taken together, the algorithms, procedures, analysis and empirical studies presented here offer a general picture of big data developments. Accordingly, the book can not only serve as a textbook for graduates with a fundamental grasp of training in big data analytics, but can also show practitioners how to use the proposed techniques to deal with real-world big data problems.

Computational Science - ICCS 2007 : 7th International Conference, Beijing China, May 27-30, 2007, Proceedings, Part I
Authors: ---
ISBN: 9783540725831 3540725830 9783540725855 3540725857 9783540725879 3540725873 9783540725893 354072589X 3540725849 3540725903 3540725881 3540725865 Year: 2007 Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer,

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Keywords

Computer science --- Computational complexity --- Informatique --- Complexité de calcul (Informatique) --- Congresses. --- Congrès --- Computational complexity -- Congresses. --- Computer science -- Congresses. --- Computer Science --- Engineering & Applied Sciences --- Electronic books. -- local. --- Computer science. --- Software engineering. --- Computers. --- Numerical analysis. --- Computer simulation. --- Computer graphics. --- Computer Science. --- Theory of Computation. --- Software Engineering/Programming and Operating Systems. --- Numeric Computing. --- Information Systems and Communication Service. --- Simulation and Modeling. --- Computer Imaging, Vision, Pattern Recognition and Graphics. --- Computer communication systems. --- Computer Communication Networks. --- Computer Graphics. --- Automatic drafting --- Graphic data processing --- Graphics, Computer --- Computer art --- Graphic arts --- Electronic data processing --- Engineering graphics --- Image processing --- Computer modeling --- Computer models --- Modeling, Computer --- Models, Computer --- Simulation, Computer --- Electromechanical analogies --- Mathematical models --- Simulation methods --- Model-integrated computing --- Mathematical analysis --- Automatic computers --- Automatic data processors --- Computer hardware --- Computing machines (Computers) --- Electronic brains --- Electronic calculating-machines --- Electronic computers --- Hardware, Computer --- Computer systems --- Cybernetics --- Machine theory --- Calculators --- Cyberspace --- Computer software engineering --- Engineering --- Communication systems, Computer --- Computer communication systems --- Data networks, Computer --- ECNs (Electronic communication networks) --- Electronic communication networks --- Networks, Computer --- Teleprocessing networks --- Data transmission systems --- Digital communications --- Electronic systems --- Information networks --- Telecommunication --- Cyberinfrastructure --- Network computers --- Informatics --- Science --- Digital techniques --- Distributed processing --- Information theory. --- Electronic data processing. --- Information systems. --- Computer vision. --- Machine vision --- Vision, Computer --- Artificial intelligence --- Pattern recognition systems --- ADP (Data processing) --- Automatic data processing --- Data processing --- EDP (Data processing) --- IDP (Data processing) --- Integrated data processing --- Computers --- Office practice --- Communication theory --- Communication --- Automation --- Optical data processing. --- Optical computing --- Visual data processing --- Bionics --- Integrated optics --- Photonics --- Optical equipment --- Computer networks. --- Computer Modelling. --- Software Engineering. --- Numerical Analysis. --- Image processing—Digital techniques.

Multiple criteria and multiple constraint levels linear programming: concepts, techniques and applications
Authors: ---
ISBN: 9810237383 9789810237387 Year: 2001 Publisher: London World Scientific

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Book
Cutting-edge research topics on multiple criteria decision making : 20th international conference, mcdm 2009, chengdu/jiuzhaigou, china, june 21-26, 2009. proceedings
Authors: ---
ISBN: 3642022979 9786612297816 1282297813 3642022987 Year: 2009 Publisher: Heidelberg, Germany : Springer,

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This book constitutes the refereed proceedings of the 20th International Conference on Cutting-Edge Research Topics on Multiple Criteria Decision Making, MCDM 2009, held in Chengdu/Jiuzhaigou, China, in June 2009. The 72 revised full papers presented together with 49 short papers were carefully reviewed and selected from 350 submissions. The papers are organized in workshops on evolutionary methods for multi-objective optimization and decision making; text mining, semi-structured, web, or multimedia data; knowledge management and business intelligence; data mining based extension theory; intelligent knowledge management; meta-synthesis and complex systems; risk correlation analysis and risk measurement; optimization-based data mining method and applications; risk analysis with multiple criteria decision making; applications of decision theory and method to financial decision making; hybrid MCDM techniques for problems-solving.

Keywords

Decision making -- Mathematical models. --- Decision making. --- Decision support systems. --- Management science. --- Civil & Environmental Engineering --- Engineering & Applied Sciences --- Operations Research --- Computer Science --- Information Technology --- Software Engineering --- Decision making --- Multiple criteria decision making --- Computer science. --- Computer communication systems. --- Software engineering. --- Computers. --- Data mining. --- Artificial intelligence. --- Management information systems. --- Computer Science. --- Computer Communication Networks. --- Software Engineering. --- Management of Computing and Information Systems. --- Data Mining and Knowledge Discovery. --- Information Systems and Communication Service. --- Artificial Intelligence (incl. Robotics). --- Computer-based information systems --- EIS (Information systems) --- Executive information systems --- MIS (Information systems) --- Sociotechnical systems --- Information resources management --- Management --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Algorithmic knowledge discovery --- Factual data analysis --- KDD (Information retrieval) --- Knowledge discovery in data --- Knowledge discovery in databases --- Mining, Data --- Database searching --- Automatic computers --- Automatic data processors --- Computer hardware --- Computing machines (Computers) --- Electronic calculating-machines --- Electronic computers --- Hardware, Computer --- Computer systems --- Cybernetics --- Calculators --- Cyberspace --- Computer software engineering --- Engineering --- Communication systems, Computer --- Computer communication systems --- Data networks, Computer --- ECNs (Electronic communication networks) --- Electronic communication networks --- Networks, Computer --- Teleprocessing networks --- Data transmission systems --- Digital communications --- Electronic systems --- Information networks --- Telecommunication --- Cyberinfrastructure --- Network computers --- Informatics --- Science --- Communication systems --- Distributed processing --- Information Systems. --- Information systems. --- Artificial Intelligence. --- Decision support systems


Book
Advanced polyimide materials
Author:
ISBN: 9780128126417 0128126418 012812640X 9780128126400 Year: 2018 Publisher: Amsterdam, Netherlands

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Keywords

Polyimides. --- Imides --- Polymers


Multi
Advanced polyimide materials : synthesis, characterization, and applications
Author:
ISBN: 9780128126417 0128126418 012812640X 9780128126400 Year: 2018 Publisher: Amsterdam, Netherlands ; Oxford, United Kingdom ; Cambridge, MA : Elsevier,

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Advanced Polyimide Materials: Synthesis, Characterization and Applications summarizes and reviews recent research and developments on several key PI materials. A wide array of PI materials are included, including high performance PI films for microelectronic fabrication and packaging, display and space applications, fiber-reinforced PI composites for structural applications in aerospace and aviation industries, and PI photoresists for integrated circuit packaging. The chemical features of PI are also described, including semi-alicyclic PIs, fluorinated PIs, phosphorous-containing PIs, silicon-containing PIs and other new varieties, providing a comprehensive overview on PI materials while also summarizing the latest research. The book serves as a valuable reference book for engineers and students working on polymer materials, microelectronics manufacturing and packaging in industries such as aerospace and aviation.

Keywords

Polyimides.

New frontiers of decision making for the information technology era.
Authors: ---
ISBN: 9810242999 Year: 2000 Publisher: Singapore World scientific

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Book
Advances in Big Data Analytics
Authors: ---
ISBN: 9789811636073 9789811636066 9789811636080 9789811636097 Year: 2022 Publisher: Singapore Springer Singapore :Imprint: Springer

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