Intelligence Science and Big Data Engineering Big Data and Machine Learning Techniques

Intelligence Science and Big Data Engineering  Big Data and Machine Learning Techniques
Author: Xiaofei He,Xinbo Gao,Yanning Zhang,Zhi-Hua Zhou,Zhi-Yong Liu,Baochuan Fu,Fuyuan Hu,Zhancheng Zhang
Publsiher: Springer
Total Pages: 627
Release: 2015-10-27
ISBN: 9783319238616
Category: Computers
Language: EN, FR, DE, ES & NL

Intelligence Science and Big Data Engineering Big Data and Machine Learning Techniques Book Excerpt:

The two-volume set LNCS 9242 + 9243 constitutes the proceedings of the 5th International Conference on Intelligence Science and Big Data Engineering, IScIDE 2015, held in Suzhou, China, in June 2015. The total of 126 papers presented in the proceedings was carefully reviewed and selected from 416 submissions. They deal with big data, neural networks, image processing, computer vision, pattern recognition and graphics, object detection, dimensionality reduction and manifold learning, unsupervised learning and clustering, anomaly detection, semi-supervised learning.

Intelligence Science and Big Data Engineering

Intelligence Science and Big Data Engineering
Author: Yuxin Peng,Kai Yu,Jiwen Lu,Xingpeng Jiang
Publsiher: Springer
Total Pages: 685
Release: 2018-11-08
ISBN: 3030026981
Category: Computers
Language: EN, FR, DE, ES & NL

Intelligence Science and Big Data Engineering Book Excerpt:

This book constitutes the proceedings of the 8th International Conference on Intelligence Science and Big DataEngineering, IScIDE 2018, held in Lanzhou, China, in August 2018.The 59 full papers presented in this book were carefully reviewed and selected from 121 submissions.They are grouped in topical sections on robots and intelligent systems; statistics and learning; deep learning; objects and language; classification and clustering; imaging; and biomedical signal processing.​

Intelligence Science and Big Data Engineering

Intelligence Science and Big Data Engineering
Author: Yi Sun,Huchuan Lu,Lihe Zhang,Jian Yang,Hua Huang
Publsiher: Springer
Total Pages: 689
Release: 2017-09-14
ISBN: 3319677772
Category: Computers
Language: EN, FR, DE, ES & NL

Intelligence Science and Big Data Engineering Book Excerpt:

This book constitutes the proceedings of the 7th International Conference on Intelligence Science and Big Data Engineering, IScIDE 2017, held in Dalian, China, in September 2017.The 48 full papers and 14 short papers presented in this volume were carefully reviewed and selected from 121 submissions. They deal with statistics and learning; deep neural networks; faces and people; objects; classification and clustering; imaging; biomedical signal processing; and recommendation.

Intelligence Science and Big Data Engineering Visual Data Engineering

Intelligence Science and Big Data Engineering  Visual Data Engineering
Author: Zhen Cui,Jinshan Pan,Shanshan Zhang,Liang Xiao,Jian Yang
Publsiher: Springer Nature
Total Pages: 577
Release: 2019-11-28
ISBN: 3030361896
Category: Computers
Language: EN, FR, DE, ES & NL

Intelligence Science and Big Data Engineering Visual Data Engineering Book Excerpt:

The two volumes LNCS 11935 and 11936 constitute the proceedings of the 9th International Conference on Intelligence Science and Big Data Engineering, IScIDE 2019, held in Nanjing, China, in October 2019. The 84 full papers presented were carefully reviewed and selected from 252 submissions.The papers are organized in two parts: visual data engineering; and big data and machine learning. They cover a large range of topics including information theoretic and Bayesian approaches, probabilistic graphical models, big data analysis, neural networks and neuro-informatics, bioinformatics, computational biology and brain-computer interfaces, as well as advances in fundamental pattern recognition techniques relevant to image processing, computer vision and machine learning.

Intelligence Science and Big Data Engineering Image and Video Data Engineering

Intelligence Science and Big Data Engineering  Image and Video Data Engineering
Author: Xiaofei He,Xinbo Gao,Yanning Zhang,Zhi-Hua Zhou,Zhi-Yong Liu,Baochuan Fu,Fuyuan Hu,Zhancheng Zhang
Publsiher: Springer
Total Pages: 661
Release: 2015-10-13
ISBN: 3319239899
Category: Computers
Language: EN, FR, DE, ES & NL

Intelligence Science and Big Data Engineering Image and Video Data Engineering Book Excerpt:

The two-volume set LNCS 9242 + 9243 constitutes the proceedings of the 5th International Conference on Intelligence Science and Big Data Engineering, IScIDE 2015, held in Suzhou, China, in June 2015. The total of 126 papers presented in the proceedings was carefully reviewed and selected from 416 submissions. They deal with big data, neural networks, image processing, computer vision, pattern recognition and graphics, object detection, dimensionality reduction and manifold learning, unsupervised learning and clustering, anomaly detection, semi-supervised learning.

Intelligence Science and Big Data Engineering

Intelligence Science and Big Data Engineering
Author: Changyin Sun,Fang Fang,Zhi-Hua Zhou,Wankou Yang,Zhiyong Liu
Publsiher: Springer
Total Pages: 908
Release: 2013-11-18
ISBN: 3642420575
Category: Computers
Language: EN, FR, DE, ES & NL

Intelligence Science and Big Data Engineering Book Excerpt:

This book constitutes the thoroughly refereed post-conference proceedings of the 4th International Conference on Intelligence Science and Big Data Engineering, IScIDE 2013, held in Beijing, China, in July/August 2013. The 111 papers presented were carefully peer-reviewed and selected from 390 submissions. Topics covered include information theoretic and Bayesian approaches; probabilistic graphical models; pattern recognition and computer vision; signal processing and image processing; machine learning and computational intelligence; neural networks and neuro-informatics; statistical inference and uncertainty reasoning; bioinformatics and computational biology and speech recognition and natural language processing.

Intelligence Science and Big Data Engineering Big Data and Machine Learning

Intelligence Science and Big Data Engineering  Big Data and Machine Learning
Author: Zhen Cui,Jinshan Pan,Shanshan Zhang,Liang Xiao,Jian Yang
Publsiher: Springer Nature
Total Pages: 455
Release: 2019-11-28
ISBN: 3030362043
Category: Computers
Language: EN, FR, DE, ES & NL

Intelligence Science and Big Data Engineering Big Data and Machine Learning Book Excerpt:

The two volumes LNCS 11935 and 11936 constitute the proceedings of the 9th International Conference on Intelligence Science and Big Data Engineering, IScIDE 2019, held in Nanjing, China, in October 2019. The 84 full papers presented were carefully reviewed and selected from 252 submissions.The papers are organized in two parts: visual data engineering; and big data and machine learning. They cover a large range of topics including information theoretic and Bayesian approaches, probabilistic graphical models, big data analysis, neural networks and neuro-informatics, bioinformatics, computational biology and brain-computer interfaces, as well as advances in fundamental pattern recognition techniques relevant to image processing, computer vision and machine learning.

Intelligence Science and Big Data Engineering Big Data and Machine Learning Techniques

Intelligence Science and Big Data Engineering  Big Data and Machine Learning Techniques
Author: Xiaofei He,Xinbo Gao,Yanning Zhang,Zhi-Hua Zhou,Zhi-Yong Liu,Baochuan Fu,Fuyuan Hu,Zhancheng Zhang
Publsiher: Springer
Total Pages: 627
Release: 2015-10-13
ISBN: 3319238620
Category: Computers
Language: EN, FR, DE, ES & NL

Intelligence Science and Big Data Engineering Big Data and Machine Learning Techniques Book Excerpt:

The two-volume set LNCS 9242 + 9243 constitutes the proceedings of the 5th International Conference on Intelligence Science and Big Data Engineering, IScIDE 2015, held in Suzhou, China, in June 2015. The total of 126 papers presented in the proceedings was carefully reviewed and selected from 416 submissions. They deal with big data, neural networks, image processing, computer vision, pattern recognition and graphics, object detection, dimensionality reduction and manifold learning, unsupervised learning and clustering, anomaly detection, semi-supervised learning.

Data Science and Social Research II

Data Science and Social Research II
Author: Paolo Mariani,Mariangela Zenga
Publsiher: Springer Nature
Total Pages: 394
Release: 2020-11-25
ISBN: 3030512223
Category: Social Science
Language: EN, FR, DE, ES & NL

Data Science and Social Research II Book Excerpt:

The peer-reviewed contributions gathered in this book address methods, software and applications of statistics and data science in the social sciences. The data revolution in social science research has not only produced new business models, but has also provided policymakers with better decision-making support tools. In this volume, statisticians, computer scientists and experts on social research discuss the opportunities and challenges of the social data revolution in order to pave the way for addressing new research problems. The respective contributions focus on complex social systems and current methodological advances in extracting social knowledge from large data sets, as well as modern social research on human behavior and society using large data sets. Moreover, they analyze integrated systems designed to take advantage of new social data sources, and discuss quality-related issues. The papers were originally presented at the 2nd International Conference on Data Science and Social Research, held in Milan, Italy, on February 4-5, 2019.

Advances in Manufacturing and Industrial Engineering

Advances in Manufacturing and Industrial Engineering
Author: Ranganath M. Singari,Kaliyan Mathiyazhagan,Harish Kumar
Publsiher: Springer Nature
Total Pages: 1211
Release: 2021-01-13
ISBN: 9811585423
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Advances in Manufacturing and Industrial Engineering Book Excerpt:

This book presents selected peer reviewed papers from the International Conference on Advanced Production and Industrial Engineering (ICAPIE 2019). It covers a wide range of topics and latest research in mechanical systems engineering, materials engineering, micro-machining, renewable energy, industrial and production engineering, and additive manufacturing. Given the range of topics discussed, this book will be useful for students and researchers primarily working in mechanical and industrial engineering, and energy technologies.

From Big Data to Intelligent Data

From Big Data to Intelligent Data
Author: Fady A. Harfoush
Publsiher: Springer Nature
Total Pages: 111
Release: 2021-06-26
ISBN: 3030769909
Category: Business & Economics
Language: EN, FR, DE, ES & NL

From Big Data to Intelligent Data Book Excerpt:

This book addresses many of the gaps in how industry and academia are currently tackling problems associated with big data. It introduces novel concepts, describes the end-to-end process, and connects the various pieces of the puzzle to offer a holistic view. In addition, it explains important concepts for a wide audience, using accessible language, diagrams, examples and analogies to do so. The book is intended for readers working in industry who want to expand their knowledge or pursue a related degree, and employs an industry-centered perspective.

Data Science and Intelligent Applications

Data Science and Intelligent Applications
Author: Ketan Kotecha,Vincenzo Piuri,Hetalkumar N. Shah,Rajan Patel
Publsiher: Springer Nature
Total Pages: 576
Release: 2020-06-17
ISBN: 9811544743
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Data Science and Intelligent Applications Book Excerpt:

This book includes selected papers from the International Conference on Data Science and Intelligent Applications (ICDSIA 2020), hosted by Gandhinagar Institute of Technology (GIT), Gujarat, India, on January 24–25, 2020. The proceedings present original and high-quality contributions on theory and practice concerning emerging technologies in the areas of data science and intelligent applications. The conference provides a forum for researchers from academia and industry to present and share their ideas, views and results, while also helping them approach the challenges of technological advancements from different viewpoints. The contributions cover a broad range of topics, including: collective intelligence, intelligent systems, IoT, fuzzy systems, Bayesian networks, ant colony optimization, data privacy and security, data mining, data warehousing, big data analytics, cloud computing, natural language processing, swarm intelligence, speech processing, machine learning and deep learning, and intelligent applications and systems. Helping strengthen the links between academia and industry, the book offers a valuable resource for instructors, students, industry practitioners, engineers, managers, researchers, and scientists alike.

Data Science and Big Data An Environment of Computational Intelligence

Data Science and Big Data  An Environment of Computational Intelligence
Author: Witold Pedrycz,Shyi-Ming Chen
Publsiher: Springer
Total Pages: 303
Release: 2017-03-21
ISBN: 3319534742
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Data Science and Big Data An Environment of Computational Intelligence Book Excerpt:

This book presents a comprehensive and up-to-date treatise of a range of methodological and algorithmic issues. It also discusses implementations and case studies, identifies the best design practices, and assesses data analytics business models and practices in industry, health care, administration and business.Data science and big data go hand in hand and constitute a rapidly growing area of research and have attracted the attention of industry and business alike. The area itself has opened up promising new directions of fundamental and applied research and has led to interesting applications, especially those addressing the immediate need to deal with large repositories of data and building tangible, user-centric models of relationships in data. Data is the lifeblood of today’s knowledge-driven economy.Numerous data science models are oriented towards end users and along with the regular requirements for accuracy (which are present in any modeling), come the requirements for ability to process huge and varying data sets as well as robustness, interpretability, and simplicity (transparency). Computational intelligence with its underlying methodologies and tools helps address data analytics needs.The book is of interest to those researchers and practitioners involved in data science, Internet engineering, computational intelligence, management, operations research, and knowledge-based systems.

Processing of Hyperspectral Medical Images

Processing of Hyperspectral Medical Images
Author: Robert Koprowski
Publsiher: Springer
Total Pages: 127
Release: 2016-12-01
ISBN: 3319504908
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Processing of Hyperspectral Medical Images Book Excerpt:

This book presents new methods of analyzing and processing hyperspectral medical images, which can be used in diagnostics, for example for dermatological images. The algorithms proposed are fully automatic and the results obtained are fully reproducible. Their operation was tested on a set of several thousands of hyperspectral images and they were implemented in Matlab. The presented source code can be used without licensing restrictions. This is a valuable resource for computer scientists, bioengineers, doctoral students, and dermatologists interested in contemporary analysis methods.

Practical Data Science

Practical Data Science
Author: Andreas François Vermeulen
Publsiher: Apress
Total Pages: 805
Release: 2018-02-21
ISBN: 148423054X
Category: Computers
Language: EN, FR, DE, ES & NL

Practical Data Science Book Excerpt:

Learn how to build a data science technology stack and perform good data science with repeatable methods. You will learn how to turn data lakes into business assets. The data science technology stack demonstrated in Practical Data Science is built from components in general use in the industry. Data scientist Andreas Vermeulen demonstrates in detail how to build and provision a technology stack to yield repeatable results. He shows you how to apply practical methods to extract actionable business knowledge from data lakes consisting of data from a polyglot of data types and dimensions. What You'll Learn Become fluent in the essential concepts and terminology of data science and data engineering Build and use a technology stack that meets industry criteria Master the methods for retrieving actionable business knowledge Coordinate the handling of polyglot data types in a data lake for repeatable results Who This Book Is For Data scientists and data engineers who are required to convert data from a data lake into actionable knowledge for their business, and students who aspire to be data scientists and data engineers

Knowledge Science Engineering and Management

Knowledge Science  Engineering and Management
Author: Franz Lehner,Nora Fteimi
Publsiher: Springer
Total Pages: 642
Release: 2016-10-04
ISBN: 3319476505
Category: Computers
Language: EN, FR, DE, ES & NL

Knowledge Science Engineering and Management Book Excerpt:

This book constitutes the refereed proceedings of the 9th International Conference on Knowledge Science, Engineering and Management, KSEM 2016, held in Passau, Germany, in October 2016. The 49 revised full papers presented together with 2 keynotes were carefully selected and reviewed from 116 submissions. The papers are organized in topical sections on Clustering and Classification; Text Mining and Lexical Analysis; Content and Document Analysis; Enterprise Knowledge; Formal Semantics and Fuzzy Logic; Knowledge Engineering; Knowledge Enrichment and Visualization; Knowledge Management; Knowledge Retrieval; Knowledge Systems and Security; Neural Networks and Artificial Intelligence; Ontologies; and Recommendation Algorithms and Systems.

ICT Analysis and Applications

ICT Analysis and Applications
Author: Simon Fong,Nilanjan Dey,Amit Joshi
Publsiher: Springer Nature
Total Pages: 584
Release: 2020-02-03
ISBN: 9811506302
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

ICT Analysis and Applications Book Excerpt:

This book proposes new technologies and discusses future solutions for ICT design infrastructures, as reflected in high-quality papers presented at the 4th International Conference on ICT for Sustainable Development (ICT4SD 2019), held in Goa, India, on 5–6 July 2019. The conference provided a valuable forum for cutting-edge research discussions among pioneering researchers, scientists, industrial engineers, and students from all around the world. Bringing together experts from different countries, the book explores a range of central issues from an international perspective.

Proceedings of International Conference on Trends in Computational and Cognitive Engineering

Proceedings of International Conference on Trends in Computational and Cognitive Engineering
Author: M. Shamim Kaiser,Anirban Bandyopadhyay,Mufti Mahmud,Kanad Ray
Publsiher: Springer Nature
Total Pages: 723
Release: 2020-12-16
ISBN: 9813346736
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Proceedings of International Conference on Trends in Computational and Cognitive Engineering Book Excerpt:

This book presents various computational and cognitive modeling approaches in the areas of health, education, finance, environment, engineering, commerce, and industry. It is a collection of selected conference papers presented at the International Conference on Trends in Computational and Cognitive Engineering (TCCE 2020). It shares cutting-edge insights and ideas from mathematicians, engineers, scientists, and researchers and discusses fresh perspectives on problem solving in a range of research areas.

PRICAI 2021 Trends in Artificial Intelligence

PRICAI 2021  Trends in Artificial Intelligence
Author: Duc Nghia Pham,Thanaruk Theeramunkong,Guido Governatori,Fenrong Liu
Publsiher: Springer Nature
Total Pages: 603
Release: 2021-10-25
ISBN: 3030891887
Category: Computers
Language: EN, FR, DE, ES & NL

PRICAI 2021 Trends in Artificial Intelligence Book Excerpt:

This three-volume set, LNAI 13031, LNAI 13032, and LNAI 13033 constitutes the thoroughly refereed proceedings of the 18th Pacific Rim Conference on Artificial Intelligence, PRICAI 2021, held in Hanoi, Vietnam, in November 2021.The 93 full papers and 28 short papers presented in these volumes were carefully reviewed and selected from 382 submissions. PRICAI covers a wide range of topics in the areas of social and economic importance for countries in the Pacific Rim: artificial intelligence, machine learning, natural language processing, knowledge representation and reasoning, planning and scheduling, computer vision, distributed artificial intelligence, search methodologies, etc. Part I includes the following topical headings: AI Foundations / Decision Theory, Applications of AI, Data Mining and Knowledge Discovery, Evolutionary Computation / Optimisation, Knowledge Representation and Reasoning.

Combating Fake News with Computational Intelligence Techniques

Combating Fake News with Computational Intelligence Techniques
Author: Mohamed Lahby
Publsiher: Springer Nature
Total Pages: 135
Release: 2022
ISBN: 3030900878
Category: Electronic Book
Language: EN, FR, DE, ES & NL

Combating Fake News with Computational Intelligence Techniques Book Excerpt: