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Proceedings of International Conference on Data Science and Applications: ICDSA 2021, Volume 1 (Repost)

Posted By: AvaxGenius
Date: 11 Mar 2023 09:43:08
Proceedings of International Conference on Data Science and Applications: ICDSA 2021, Volume 1 (Repost)

Proceedings of International Conference on Data Science and Applications: ICDSA 2021, Volume 1 by Mukesh Saraswat
English | PDF,EPUB | 2022 | 845 Pages | ISBN : 9811651191 | 174.5 MB

This book gathers outstanding papers presented at the International Conference on Data Science and Applications (ICDSA 2021), organized by Soft Computing Research Society (SCRS) and Jadavpur University, Kolkata, India, from April 10 to 11, 2021. It covers theoretical and empirical developments in various areas of big data analytics, big data technologies, decision tree learning, wireless communication, wireless sensor networking, bioinformatics and systems, artificial neural networks, deep learning, genetic algorithms, data mining, fuzzy logic, optimization algorithms, image processing, computational intelligence in civil engineering, and creative computing.
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Matrix and Tensor Decompositions in Signal Processing, Volume 2

Posted By: AvaxGenius
Date: 12 Oct 2022 01:56:16
Matrix and Tensor Decompositions in Signal Processing, Volume 2

Matrix and Tensor Decompositions in Signal Processing, Volume 2 by Gérard Favier
English | PDF(True) | 2021 | 379 Pages | ISBN : 1786301555 | 3.44 MB

The second volume will deal with a presentation of the main matrix and tensor decompositions and their properties of uniqueness, as well as very useful tensor networks for the analysis of massive data. Parametric estimation algorithms will be presented for the identification of the main tensor decompositions. After a brief historical review of the compressed sampling methods, an overview of the main methods of retrieving matrices and tensors with missing data will be performed under the low rank hypothesis. Illustrative examples will be provided.
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Proceedings of 7th International Conference on Harmony Search, Soft Computing and Applications: ICHSA 2022

Posted By: AvaxGenius
Date: 22 Sep 2022 17:58:13
Proceedings of 7th International Conference on Harmony Search, Soft Computing and Applications: ICHSA 2022

Proceedings of 7th International Conference on Harmony Search, Soft Computing and Applications: ICHSA 2022 by Joong Hoon Kim, Kusum Deep, Zong Woo Geem, Ali Sadollah, Anupam Yadav
English | EPUB(True) | 2022 | 509 Pages | ISBN : 9811929475 | 55.3 MB

The book covers different aspects of real-world applications of optimization algorithms. It provides insights from the Seventh International Conference on Harmony Search, Soft Computing and Applications held at Virtual Conference, Seoul, South Korea, in February 2022. Harmony search (HS) is one of the most popular metaheuristic algorithms, developed in 2001 by Prof. Joong Hoon Kim and Prof. Zong Woo Geem, that mimics the improvisation process of jazz musicians to seek the best harmony. The book consists of research articles on novel and newly proposed optimization algorithms; the theoretical study of nature-inspired optimization algorithms; numerically established results of nature-inspired optimization algorithms; and real-world applications of optimization algorithms and synthetic benchmarking of optimization algorithms.
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Proceedings of International Conference on Data Science and Applications: ICDSA 2021, Volume 1 (Repost)

Posted By: AvaxGenius
Date: 6 Sep 2022 15:00:36
Proceedings of International Conference on Data Science and Applications: ICDSA 2021, Volume 1 (Repost)

Proceedings of International Conference on Data Science and Applications: ICDSA 2021, Volume 1 by Mukesh Saraswat
English | PDF,EPUB | 2022 | 845 Pages | ISBN : 9811651191 | 174.5 MB

This book gathers outstanding papers presented at the International Conference on Data Science and Applications (ICDSA 2021), organized by Soft Computing Research Society (SCRS) and Jadavpur University, Kolkata, India, from April 10 to 11, 2021. It covers theoretical and empirical developments in various areas of big data analytics, big data technologies, decision tree learning, wireless communication, wireless sensor networking, bioinformatics and systems, artificial neural networks, deep learning, genetic algorithms, data mining, fuzzy logic, optimization algorithms, image processing, computational intelligence in civil engineering, and creative computing.
Details

Proceedings of International Conference on Data Science and Applications: ICDSA 2021, Volume 1

Posted By: AvaxGenius
Date: 19 Feb 2022 21:30:42
Proceedings of International Conference on Data Science and Applications: ICDSA 2021, Volume 1

Proceedings of International Conference on Data Science and Applications: ICDSA 2021, Volume 1 by Mukesh Saraswat
English | PDF,EPUB | 2022 | 845 Pages | ISBN : 9811651191 | 174.5 MB

This book gathers outstanding papers presented at the International Conference on Data Science and Applications (ICDSA 2021), organized by Soft Computing Research Society (SCRS) and Jadavpur University, Kolkata, India, from April 10 to 11, 2021. It covers theoretical and empirical developments in various areas of big data analytics, big data technologies, decision tree learning, wireless communication, wireless sensor networking, bioinformatics and systems, artificial neural networks, deep learning, genetic algorithms, data mining, fuzzy logic, optimization algorithms, image processing, computational intelligence in civil engineering, and creative computing.
Details

Memetic Computation: The Mainspring of Knowledge Transfer in a Data-Driven Optimization Era

Posted By: AvaxGenius
Date: 7 Jul 2021 12:07:41
Memetic Computation: The Mainspring of Knowledge Transfer in a Data-Driven Optimization Era

Memetic Computation: The Mainspring of Knowledge Transfer in a Data-Driven Optimization Era by Abhishek Gupta
English | EPUB | 2019 | 109 Pages | ISBN : 3030027287 | 5.9 MB

This book bridges the widening gap between two crucial constituents of computational intelligence: the rapidly advancing technologies of machine learning in the digital information age, and the relatively slow-moving field of general-purpose search and optimization algorithms.
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Information Technology for Management: Towards Business Excellence

Posted By: AvaxGenius
Date: 6 Jun 2021 16:06:04
Information Technology for Management: Towards Business Excellence

Information Technology for Management: Towards Business Excellence: 15th Conference, ISM 2020, and FedCSIS-IST 2020 Track, Held as Part of FedCSIS, Sofia, Bulgaria, September 6–9, 2020, Extended and Revised Selected Papers by Ewa Ziemba
English | EPUB | 2021 | 174 Pages | ISBN : 303071845X | 15.4 MB

This book constitutes revised selected and extended papers presented at track 4 of the Conference on Computer Science and Intelligence Systems, FedCSIS 2020, which took place in Sofia, Bulgaria, during September 6–9, 2020.
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Information Technology for Management: Towards Business Excellence

Posted By: AvaxGenius
Date: 14 May 2021 20:16:04
Information Technology for Management: Towards Business Excellence

Information Technology for Management: Towards Business Excellence: 15th Conference, ISM 2020, and FedCSIS-IST 2020 Track, Held as Part of FedCSIS, Sofia, Bulgaria, September 6–9, 2020, Extended and Revised Selected Papers by Ewa Ziemba
English | PDF | 2021 | 174 Pages | ISBN : 303071845X | 12.2 MB

This book constitutes revised selected and extended papers presented at track 4 of the Conference on Computer Science and Intelligence Systems, FedCSIS 2020, which took place in Sofia, Bulgaria, during September 6–9, 2020.
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Robotic Tactile Perception and Understanding: A Sparse Coding Method (Repost)

Posted By: AvaxGenius
Date: 2 May 2021 02:33:32
Robotic Tactile Perception and Understanding: A Sparse Coding Method (Repost)

Robotic Tactile Perception and Understanding: A Sparse Coding Method By Huaping Liu
English | EPUB | 2018 | 220 Pages | ISBN : 981106170X | 7.45 MB

This book introduces the challenges of robotic tactile perception and task understanding, and describes an advanced approach based on machine learning and sparse coding techniques. Further, a set of structured sparse coding models is developed to address the issues of dynamic tactile sensing. The book then proves that the proposed framework is effective in solving the problems of multi-finger tactile object recognition, multi-label tactile adjective recognition and multi-category material analysis, which are all challenging practical problems in the fields of robotics and automation.
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Harmony Search and Nature Inspired Optimization Algorithms (Repost)

Posted By: AvaxGenius
Date: 26 Apr 2021 23:41:37
Harmony Search and Nature Inspired Optimization Algorithms (Repost)

Harmony Search and Nature Inspired Optimization Algorithms: Theory and Applications, ICHSA 2018 by Neha Yadav
English | PDF | 2019 | 1209 Pages | ISBN : 9811307601 | 35.64 MB

The book covers different aspects of real-world applications of optimization algorithms. It provides insights from the Fourth International Conference on Harmony Search, Soft Computing and Applications held at BML Munjal University, Gurgaon, India on February 7–9, 2018. It consists of research articles on novel and newly proposed optimization algorithms; the theoretical study of nature-inspired optimization algorithms; numerically established results of nature-inspired optimization algorithms; and real-world applications of optimization algorithms and synthetic benchmarking of optimization algorithms.
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