Cooperation In Classification And Data Analysis

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Cooperation In Classification And Data Analysis

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Author : Akinori Okada
language : en
Publisher: Springer Science & Business Media
Release Date : 2009-06-17

Cooperation In Classification And Data Analysis written by Akinori Okada and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-06-17 with Mathematics categories.

This volume presents theories, models, algorithms, and applications in clustering, classification, and visualization. It also includes applications of clustering, classification, and visualization in various fields such as marketing, recommendation system, biology, sociology, and social survey. The contributions give insight into new models and concepts and show the variety of research in clustering, classification, and visualization.

Classification And Multivariate Analysis For Complex Data Structures

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Author : Bernard Fichet
language : en
Publisher: Springer Science & Business Media
Release Date : 2011-03-04

Classification And Multivariate Analysis For Complex Data Structures written by Bernard Fichet and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-03-04 with Mathematics categories.

The growing capabilities in generating and collecting data has risen an urgent need of new techniques and tools in order to analyze, classify and summarize statistical information, as well as to discover and characterize trends, and to automatically bag anomalies. This volume provides the latest advances in data analysis methods for multidimensional data which can present a complex structure: The book offers a selection of papers presented at the first Joint Meeting of the Société Francophone de Classification and the Classification and Data Analysis Group of the Italian Statistical Society. Special attention is paid to new methodological contributions from both the theoretical and the applicative point of views, in the fields of Clustering, Classification, Time Series Analysis, Multidimensional Data Analysis, Knowledge Discovery from Large Datasets, Spatial Statistics.

Classification Data Analysis And Knowledge Organization

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Author : Hans-Hermann Bock
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06

Classification Data Analysis And Knowledge Organization written by Hans-Hermann Bock and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Business & Economics categories.

In science, industry, public administration and documentation centers large amounts of data and information are collected which must be analyzed, ordered, visualized, classified and stored efficiently in order to be useful for practical applications. This volume contains 50 selected theoretical and applied papers presenting a wealth of new and innovative ideas, methods, models and systems which can be used for this purpose. It combines papers and strategies from two main streams of research in an interdisciplinary, dynamic and exciting way: On the one hand, mathematical and statistical methods are described which allow a quantitative analysis of data, provide strategies for classifying objects or making exploratory searches for interesting structures, and give ways to make comprehensive graphical displays of large arrays of data. On the other hand, papers related to information sciences, informatics and data bank systems provide powerful tools for representing, modelling, storing and retrieving facts, data and knowledge characterized by qualitative descriptors, semantic relations, or linguistic concepts. The integration of both fields and a special part on applied problems from biology, medicine, archeology, industry and administration assure that this volume will be informative and useful for theory and practice.

Computer Supported Cooperative Work And Social Computing

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Author : Yuqing Sun
language : en
Publisher: Springer
Release Date : 2018-12-11

Computer Supported Cooperative Work And Social Computing written by Yuqing Sun and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-12-11 with Computers categories.

This book constitutes the refereed proceedings of the 13th CCF Conference on Computer Supported Cooperative Work and Social Computing, ChineseCSCW 2018, held in Guilin, China, in August 2018. The 33 revised full papers presented along with the 13 short papers were carefully reviewed and selected from 150 submissions. The papers of this volume are organized in topical sections on: collaborative models, approaches, algorithms, and systems, social computing, data analysis and machine learning for CSCW and social computing.

Cooperative Design Visualization And Engineering

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Author : Yuhua Luo
language : en
Publisher: Springer Nature
Release Date : 2020-10-16

Cooperative Design Visualization And Engineering written by Yuhua Luo and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-10-16 with Computers categories.

This book constitutes the proceedings of the 17th International Conference on Cooperative Design, Visualization, and Engineering, CDVE 2020, held in Bangkok, Thailand, in October 2020.* The 33 full papers and 7 short papers presented were carefully reviewed and selected from 74 submissions. The achievement, progress and future challenges are reported in areas such as health care, industrial design, banking IT systems, cultural activities support, operational maritime cybersecurity assurance, emotion communication, and social network data analytics. * The conference was held virtually due to the COVID-19 pandemic.

Theory And Algorithms For Cooperative Systems

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Author : Don A. Grundel
language : en
Publisher: World Scientific
Release Date : 2004

Theory And Algorithms For Cooperative Systems written by Don A. Grundel and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with Computers categories.

Over the past several years, cooperative control and optimization have increasingly played a larger and more important role in many aspects of military sciences, biology, communications, robotics, and decision making. At the same time, cooperative systems are notoriously difficult to model, analyze, and solve OCo while intuitively understood, they are not axiomatically defined in any commonly accepted manner. The works in this volume provide outstanding insights into this very complex area of research. They are the result of invited papers and selected presentations at the Fourth Annual Conference on Cooperative Control and Optimization held in Destin, Florida, November 2003. This book has been selected for coverage in: . OCo Index to Scientific & Technical Proceedings- (ISTP- / ISI Proceedings). OCo Index to Scientific & Technical Proceedings (ISTP CDROM version / ISI Proceedings). OCo CC Proceedings OCo Engineering & Physical Sciences. Contents: Mesh Stability in Formation of Distributed Systems (C Ashokkumar et al.); On the Performance of Heuristics for Broadcast Scheduling (C Commander et al.); Coupled Detection Rates: An Introduction (D Jeffcoat); Decentralized Receding Horizon Control for Multiple UAVs (Y Kuwata & J How); Multitarget Sensor Management of Dispersed Mobile Sensors (R Mahler); K-Means Clustering Using Entropy Minimization (A Okafor & P Pardalos); Possibility Reasoning and the Cooperative Prisoner''s Dilemma (H Pfister & J Walls); Coordinating Very Large Groups of Wide Area Search Munitions (P Scerri et al.); A Vehicle Following Methodology for UAV Formations (S Spry et al.); Decentralized Optimization via Nash Bargaining (S Waslander et al.); and other papers. Readership: Graduate students and researchers in optimization and control, computer science and engineering."

Gene Expression Data Analysis

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Author : Pankaj Barah
language : en
Publisher: CRC Press
Release Date : 2021-11-08

Gene Expression Data Analysis written by Pankaj Barah and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-08 with Computers categories.

Development of high-throughput technologies in molecular biology during the last two decades has contributed to the production of tremendous amounts of data. Microarray and RNA sequencing are two such widely used high-throughput technologies for simultaneously monitoring the expression patterns of thousands of genes. Data produced from such experiments are voluminous (both in dimensionality and numbers of instances) and evolving in nature. Analysis of huge amounts of data toward the identification of interesting patterns that are relevant for a given biological question requires high-performance computational infrastructure as well as efficient machine learning algorithms. Cross-communication of ideas between biologists and computer scientists remains a big challenge. Gene Expression Data Analysis: A Statistical and Machine Learning Perspective has been written with a multidisciplinary audience in mind. The book discusses gene expression data analysis from molecular biology, machine learning, and statistical perspectives. Readers will be able to acquire both theoretical and practical knowledge of methods for identifying novel patterns of high biological significance. To measure the effectiveness of such algorithms, we discuss statistical and biological performance metrics that can be used in real life or in a simulated environment. This book discusses a large number of benchmark algorithms, tools, systems, and repositories that are commonly used in analyzing gene expression data and validating results. This book will benefit students, researchers, and practitioners in biology, medicine, and computer science by enabling them to acquire in-depth knowledge in statistical and machine-learning-based methods for analyzing gene expression data. Key Features: An introduction to the Central Dogma of molecular biology and information flow in biological systems A systematic overview of the methods for generating gene expression data Background knowledge on statistical modeling and machine learning techniques Detailed methodology of analyzing gene expression data with an example case study Clustering methods for finding co-expression patterns from microarray, bulkRNA, and scRNA data A large number of practical tools, systems, and repositories that are useful for computational biologists to create, analyze, and validate biologically relevant gene expression patterns Suitable for multidisciplinary researchers and practitioners in computer science and the biological sciences

Traditional Sporting Games And Play Enhancing Cultural Diversity Emotional Well Being Interpersonal Relationships And Intelligent Decisions

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Author : Pere Lavega-Burgués
language : en
Publisher: Frontiers Media SA
Release Date : 2021-12-31

Traditional Sporting Games And Play Enhancing Cultural Diversity Emotional Well Being Interpersonal Relationships And Intelligent Decisions written by Pere Lavega-Burgués and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-12-31 with Science categories.

Infectious Disease Surveillance Applying Cooperative Research To Recent Outbreaks Including Covid 19

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Author : John Hay
language : en
Publisher: Frontiers Media SA
Release Date : 2022-05-24

Infectious Disease Surveillance Applying Cooperative Research To Recent Outbreaks Including Covid 19 written by John Hay and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-24 with Medical categories.

Proceedings Of 3rd 2023 International Conference On Autonomous Unmanned Systems 3rd Icaus 2023

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Author : Yi Qu
language : en
Publisher: Springer Nature
Release Date : 2024-04-26

Proceedings Of 3rd 2023 International Conference On Autonomous Unmanned Systems 3rd Icaus 2023 written by Yi Qu and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-26 with Technology & Engineering categories.

This book includes original, peer-reviewed research papers from the 3rd ICAUS 2023, which provides a unique and engaging platform for scientists, engineers and practitioners from all over the world to present and share their most recent research results and innovative ideas. The 3rd ICAUS 2023 aims to stimulate researchers working in areas relevant to intelligent unmanned systems. Topics covered include but are not limited to: Unmanned Aerial/Ground/Surface/Underwater Systems, Robotic, Autonomous Control/Navigation and Positioning/ Architecture, Energy and Task Planning and Effectiveness Evaluation Technologies, Artificial Intelligence Algorithm/Bionic Technology and their Application in Unmanned Systems. The papers presented here share the latest findings in unmanned systems, robotics, automation, intelligent systems, control systems, integrated networks, modelling and simulation. This makes the book a valuable resource for researchers, engineers and students alike.