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Recent Advances on Soft Computing and Data Mining, Rozaida Ghazali; Nazri Mohd Nawi; Mustafa Mat Deri


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Автор: Rozaida Ghazali; Nazri Mohd Nawi; Mustafa Mat Deri
Название:  Recent Advances on Soft Computing and Data Mining
ISBN: 9783030360559
Издательство: Springer
Классификация:


ISBN-10: 3030360555
Обложка/Формат: Soft cover
Страницы: 481
Вес: 0.76 кг.
Дата издания: 2020
Серия: Advances in Intelligent Systems and Computing
Язык: English
Издание: 1st ed. 2020
Иллюстрации: 147 illustrations, color; 38 illustrations, black and white; xvii, 462 p. 185 illus., 147 illus. in color.
Размер: 234 x 156 x 26
Читательская аудитория: Professional & vocational
Основная тема: Engineering
Подзаголовок: Proceedings of the Fourth International Conference on Soft Computing and Data Mining (SCDM 2020), Melaka, Malaysia, January 22–?23, 2020
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This book provides an introduction to data science and offers a practical overview of the concepts and techniques that readers need to get the most out of their large-scale data mining projects and research studies.


Recent Advances on Soft Computing and Data Mining

Автор: Ghazali
Название: Recent Advances on Soft Computing and Data Mining
ISBN: 3319725491 ISBN-13(EAN): 9783319725499
Издательство: Springer
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Цена: 27950.00 р.
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Описание:

An Improved Hybrid Firefly Algorithm for Solving Optimization Problems.- Classification of JPEG Files by Using Extreme Learning Machine.- A Relative Tolerance Relation of Rough Set for Incomplete Information Systems.- An Algorithm Design of Kansei Recommender System.- A Framework to Cluster Temporal Data Using Personalised Modelling Approach.- Fibonacci Polynomials Based Functional Link Neural Network for Classification Tasks.

Advances in Mobile Cloud Computing and Big Data in the 5G Era

Автор: Mavromoustakis
Название: Advances in Mobile Cloud Computing and Big Data in the 5G Era
ISBN: 331945143X ISBN-13(EAN): 9783319451435
Издательство: Springer
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Цена: 20962.00 р.
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Описание: This book reports on the latest advances on the theories, practices, standards and strategies that are related to the modern technology paradigms, the Mobile Cloud computing (MCC) and Big Data, as the pillars and their association with the emerging 5G mobile networks.The book includes 15 rigorously refereed chapters written by leading international researchers, providing the readers with technical and scientific information about various aspects of Big Data and Mobile Cloud Computing, from basic concepts to advanced findings, reporting the state-of-the-art on Big Data management. It demonstrates and discusses methods and practices to improve multi-source Big Data manipulation techniques, as well as the integration of resources availability through the 3As (Anywhere, Anything, Anytime) paradigm, using the 5G access technologies.

Advances in Soft Computing

Автор: Obdulia Pichardo-Lagunas; Sabino Miranda-Jim?nez
Название: Advances in Soft Computing
ISBN: 331962427X ISBN-13(EAN): 9783319624273
Издательство: Springer
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Цена: 11179.00 р.
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Описание: The two-volume set LNAI 10061 and 10062 constitutes the proceedings of the 15th Mexican International Conference on Artificial Intelligence, MICAI 2016, held in Cancun, Mexico, in October 2016. The total of 86 papers presented in these two volumes was carefully reviewed and selected from 238 submissions. neural networks and deep learning;

Recent Advances on Soft Computing and Data Mining

Автор: Herawan
Название: Recent Advances on Soft Computing and Data Mining
ISBN: 331951279X ISBN-13(EAN): 9783319512792
Издательство: Springer
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Цена: 41787.00 р.
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Описание:

This book provides a comprehensive introduction and practical look at the concepts and techniques readers need to get the most out of their data in real-world, large-scale data mining projects. It also guides readers through the data-analytic thinking necessary for extracting useful knowledge and business value from the data.
The book is based on the Soft Computing and Data Mining (SCDM-16) conference, which was held in Bandung, Indonesia on August 18th–20th 2016 to discuss the state of the art in soft computing techniques, and offer participants sufficient knowledge to tackle a wide range of complex systems. The scope of the conference is reflected in the book, which presents a balance of soft computing techniques and data mining approaches. The two constituents are introduced to the reader systematically and brought together using different combinations of applications and practices. It offers engineers, data analysts, practitioners, scientists and managers the insights into the concepts, tools and techniques employed, and as such enables them to better understand the design choice and options of soft computing techniques and data mining approaches that are necessary to thrive in this data-driven ecosystem.
Recent Advances on Soft Computing and Data Mining

Автор: Tutut Herawan; Rozaida Ghazali; Mustafa Mat Deris
Название: Recent Advances on Soft Computing and Data Mining
ISBN: 3319076914 ISBN-13(EAN): 9783319076911
Издательство: Springer
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Цена: 32142.00 р.
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Описание: This book constitutes the refereed proceedings of the First International Conference on Soft Computing and Data Mining, SCDM 2014, held in Universiti Tun Hussein Onn Malaysia, in June 16th-18th, 2014.

Recent Advances in Soft Computing

Автор: Matou?ek
Название: Recent Advances in Soft Computing
ISBN: 331997887X ISBN-13(EAN): 9783319978871
Издательство: Springer
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Цена: 20962.00 р.
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Описание: This book presents selected papers from the MENDEL conference that was held in Brno, Czech Republic in June 2017.

Soft Computing for Data Mining Applications

Автор: K. R. Venugopal; K.G Srinivasa; L. M. Patnaik
Название: Soft Computing for Data Mining Applications
ISBN: 3642101259 ISBN-13(EAN): 9783642101250
Издательство: Springer
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Цена: 27251.00 р.
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Описание: This monograph presents recent research in the fields of data mining in combination with soft computing methodologies. It provides valuable research directions in the field of specialization.

Recent Advances In Ambient Intelligence And Context-Aware Computing

Автор: Curran
Название: Recent Advances In Ambient Intelligence And Context-Aware Computing
ISBN: 1466672846 ISBN-13(EAN): 9781466672840
Издательство: Mare Nostrum (Eurospan)
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Цена: 32848.00 р.
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Описание: Modern devices, from phones and cars to houses and the appliances within them, are being designed with formidable computational power and expanded functionality. To be truly effective, these smart devices must effectively process data from their environment and experiences and make decisions based on that information.Recent Advances in Ambient Intelligence and Context-Aware Computing investigates the functionality of ubiquitous computational systems and how they may adapt to their environment to improve the quality of interaction for the end-user. This reference book will be of value to under- and post-graduate students, professionals, and researchers networking, computer science, communications, and other information technology disciplines.

Recent Advances in Natural Computing

Автор: Yasuhiro Suzuki; Masami Hagiya
Название: Recent Advances in Natural Computing
ISBN: 4431561676 ISBN-13(EAN): 9784431561675
Издательство: Springer
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Цена: 14365.00 р.
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Описание: This book highlights recent advances in natural computing, including biology and its theory, bio-inspired computing, computational aesthetics, computational models and theories, computing with natural media, philosophy of natural computing and educational technology.

Recent Trends in Data Science and Soft Computing

Автор: Faisal Saeed; Nadhmi Gazem; Fathey Mohammed; Abdel
Название: Recent Trends in Data Science and Soft Computing
ISBN: 3319990063 ISBN-13(EAN): 9783319990064
Издательство: Springer
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Цена: 41925.00 р.
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Описание: This book presents the proceedings of the 3rd International Conference of Reliable Information and Communication Technology 2018 (IRICT 2018), which was held in Kuala Lumpur, Malaysia, on July 23–24, 2018. The main theme of the conference was “Data Science, AI and IoT Trends for the Fourth Industrial Revolution.” A total of 158 papers were submitted to the conference, of which 103 were accepted and considered for publication in this book. Several hot research topics are covered, including Advances in Data Science and Big Data Analytics, Artificial Intelligence and Soft Computing, Business Intelligence, Internet of Things (IoT) Technologies and Applications, Intelligent Communication Systems, Advances in Computer Vision, Health Informatics, Reliable Cloud Computing Environments, Recent Trends in Knowledge Management, Security Issues in the Cyber World, and Advances in Information Systems Research, Theories and Methods.

Advances of Soft Computing in Engineering

Автор: Zenon Waszczyszyn
Название: Advances of Soft Computing in Engineering
ISBN: 3211997679 ISBN-13(EAN): 9783211997673
Издательство: Springer
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Цена: 26122.00 р.
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Описание: This presentation of advanced soft methods discusses their relationship to genetic and evolutionary algorithms, immune systems, the formulation of deterministic neural networks and Bayesian NN. Numerical efficiency is illustrated through complex engineering structures.

Advances in Soft Computing and Machine Learning in Image Processing

Автор: Aboul Ella Hassanien; Diego Alberto Oliva
Название: Advances in Soft Computing and Machine Learning in Image Processing
ISBN: 3319637533 ISBN-13(EAN): 9783319637532
Издательство: Springer
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Цена: 32142.00 р.
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Описание: This book is a collection of the latest applications of methods from soft computing and machine learning in image processing. It explores different areas ranging from image segmentation to the object recognition using complex approaches, and includes the theory of the methodologies used to provide an overview of the application of these tools in image processing. The material has been compiled from a scientific perspective, and the book is primarily intended for undergraduate and postgraduate science, engineering, and computational mathematics students. It can also be used for courses on artificial intelligence, advanced image processing, and computational intelligence, and is a valuable resource for researchers in the evolutionary computation, artificial intelligence and image processing communities.


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