Computational Intelligence in Pattern Recognition: Proceedings of Cipr 2019
暫譯: 模式識別中的計算智能:Cipr 2019 會議論文集

Das, Asit Kumar, Nayak, Janmenjoy, Naik, Bighnaraj

  • 出版商: Springer
  • 出版日期: 2019-08-18
  • 售價: $8,780
  • 貴賓價: 9.5$8,341
  • 語言: 英文
  • 頁數: 1046
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 981139041X
  • ISBN-13: 9789811390418
  • 海外代購書籍(需單獨結帳)

商品描述

This book presents practical development experiences in different areas of data analysis and pattern recognition, focusing on soft computing technologies, clustering and classification algorithms, rough set and fuzzy set theory, evolutionary computations, neural science and neural network systems, image processing, combinatorial pattern matching, social network analysis, audio and video data analysis, data mining in dynamic environments, bioinformatics, hybrid computing, big data analytics and deep learning. It also provides innovative solutions to the challenges in these areas and discusses recent developments.

商品描述(中文翻譯)

本書介紹了在數據分析和模式識別不同領域的實用開發經驗,重點關注軟計算技術、聚類和分類算法、粗集和模糊集理論、演化計算、神經科學和神經網絡系統、圖像處理、組合模式匹配、社交網絡分析、音頻和視頻數據分析、動態環境中的數據挖掘、生物信息學、混合計算、大數據分析和深度學習。它還提供了針對這些領域挑戰的創新解決方案,並討論了最近的發展。

作者簡介

Asit Kumar Das is currently a Professor at the Department of Computer Science and Technology, Indian Institute of Engineering Science and Technology, Shibpur, India. His primary research interests are in the areas of data mining, bioinformatics, evolutionary algorithms, audio and video data analysis, text mining and social networks. He has published more than 50 research articles in respected peer-reviewed journals.

Janmenjoy Nayak is working as an Associate Professor at Sri Sivani College of Engineering, Srikakulam, India. He has published more than 50 research papers in various respected peer-reviewed journals and international conference proceedings, as well as a number of book chapters. He has received several awards, such as an INSPIRE Fellowship from DST, Govt. of India, and best researcher award by JNTU, Kakinada, AP. His areas of interest include data mining, nature-inspired algorithms and soft computing.

Bighnaraj Naik is an Assistant Professor at the Department of Computer Applications, VSSUT, Burla, Odisha, India. He has published more than 50 research papers in various respected peer- reviewed journals, referred journals and international conference proceedings, and has reviewed a number of books. He has over nine years of teaching experience in the field of computer science and information technology. His interests include data mining and soft computing.

Soumen Kumar Pati is currently an Associate Professor at the Department of Bio-Informatics, Maulana Abul Kalam Azad University of Technology, West Bengal, India. Dr. Pati received his Ph.D. degree in Engineering from the Department of Computer Science and Technology, Indian Institute of Engineering Science and Technology, Shibpur. His primary research interests are in the areas of data mining, artificial intelligence, soft computing, pattern recognition, social network, network security, machine learning, and he has published numerous articles in these fields.

Danilo Pelusi is an Associate Professor at the Faculty of Communication Sciences, University of Teramo. Associate Editor of IEEE Transactions on Emerging Topics in Computational Intelligence, IEEE Access and guest editor for Elsevier, Springer and Inderscience journals, he served as program member of many conferences and as editorial board member of many journals. His research interests include Fuzzy Logic, Neural Networks, Information Theory and Evolutionary Algorithms.

作者簡介(中文翻譯)

Asit Kumar Das 目前是印度西孟加拉邦 Shibpur 的印度工程科學與技術學院計算機科學與技術系的教授。他的主要研究興趣包括數據挖掘、生物信息學、進化算法、音頻和視頻數據分析、文本挖掘以及社交網絡。他在多個受尊重的同行評審期刊上發表了超過 50 篇研究文章。

Janmenjoy Nayak 目前在印度 Srikakulam 的 Sri Sivani 工程學院擔任副教授。他在各種受尊重的同行評審期刊和國際會議論文集中發表了超過 50 篇研究論文,以及多篇書籍章節。他獲得了多個獎項,如印度政府 DST 的 INSPIRE 獎學金,以及 JNTU Kakinada 的最佳研究者獎。他的研究興趣包括數據挖掘、自然啟發算法和軟計算。

Bighnaraj Naik 是印度奧迪沙邦 Burla 的 VSSUT 計算機應用系的助理教授。他在各種受尊重的同行評審期刊、參考期刊和國際會議論文集中發表了超過 50 篇研究論文,並審閱了多本書籍。他在計算機科學和信息技術領域擁有超過九年的教學經驗。他的興趣包括數據挖掘和軟計算。

Soumen Kumar Pati 目前是印度西孟加拉邦 Maulana Abul Kalam Azad 科技大學生物信息學系的副教授。Pati 博士在印度工程科學與技術學院計算機科學與技術系獲得了工程學博士學位。他的主要研究興趣包括數據挖掘、人工智能、軟計算、模式識別、社交網絡、網絡安全和機器學習,並在這些領域發表了大量文章。

Danilo Pelusi 是特拉莫大學傳播科學學院的副教授。他是 IEEE Transactions on Emerging Topics in Computational Intelligence、IEEE Access 的副編輯,並擔任 Elsevier、Springer 和 Inderscience 期刊的客座編輯。他曾擔任多個會議的程序成員以及多個期刊的編輯委員會成員。他的研究興趣包括模糊邏輯、神經網絡、信息理論和進化算法。