Applications of Artificial Intelligence and Neural Systems to Data Science

Esposito, Anna, Faundez-Zanuy, Marcos, Morabito, Francesco Carlo

Applications of Artificial Intelligence and Neural Systems to Data Science
  • 出版商: Springer
  • 出版日期: 2024-08-03
  • 售價: $7,030
  • 貴賓價: 9.5 折 $6,679
  • 語言: 英文
  • 頁數: 360
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 9819935946
  • ISBN-13: 9789819935949
  • 相關分類: 人工智慧、Data Science

    • 海外代購書籍(需單獨結帳)

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商品描述

This book provides an overview on the current progresses in artificial intelligence and neural nets in data science. The book is reporting on intelligent algorithms and applications modeling, prediction, and recognition tasks and many other application areas supporting complex multimodal systems to enhance and improve human-machine or human-human interactions. This field is broadly addressed by the scientific communities and has a strong commercial impact since investigates on the theoretical frameworks supporting the implementation of sophisticated computational intelligence tools. Such tools will support multidisciplinary aspects of data mining and data processing characterizing appropriate system reactions to human-machine interactional exchanges in interactive scenarios. The emotional issue has recently gained increasing attention for such complex systems due to its relevance in helping in the most common human tasks (like cognitive processes, perception, learning, communication, and even "rational" decision-making) and therefore improving the quality of life of the end users.

作者簡介

Anna Esposito received her Laurea degree summa cum laude in Information Technology and Computer Science from Salerno University (1989) and the Ph.D. degree in Applied Mathematics and Computer Science from Napoli University Federico II (1995) with a thesis developed at MIT, Boston, USA. She was Postdoc at IIASS, Lecturer at Salerno University in Department of Physics (1996-2000), and Research Professor (2000-2002) at WSU in Department of Computer Science and Eng., OH, USA. She is Full Professor at Campania University "L. Vanvitelli". She is author of 300+ peer-reviewed publications in journals, books, and conference proceedings and editor-coeditor of 30+ books in the Springer series SIST, ISRL, LNCS and LNAI.
Marcos Faundez-Zanuy received the B.Sc. degree (1993) and the Ph.D. degree (1998), both from the Polytechnic University of Catalunya. He is Full Professor at ESUP Tecnocampus Mataro and heads the Signal Processing Group. His research interests lie in biometrics applied to security and health. He was Initiator and Chairman of the EU COST action 277 "Nonlinear speech processing" and Secretary of COST action 2102 "Cross-Modal Analysis of Verbal and Non-Verbal Communication". He is author of 50+ papers indexed in ISI Journal citation report, 100+ conference papers, 10+ books, and PI of 10 national and EU funded projects.
Francesco Carlo Morabito joined the University of Reggio Calabria, Italy, in 1989 where he is a Full Professor (2001) of Electrical Engineering. He served as President of the Electronic Engineering Course, as Member of the University's Inner Evaluation Committee, as Dean of the Faculty of Engineering, as Deputy Rector, and as Vice Rector for Internationalization. He is Member of the Steering Committee of the Italian Society of Electrical Engineering. He served as President of Siren(2008-2014), as a Governor of INNS (2000-2012, 2022-) and is Vice-President of INNS.
Eros G. Pasero is Professor of Electronics at Politecnico of Turin since 1991. He was Visiting Professor at ICSI Berkeley (1991), Tongji University, Shanghai (2011, 2015), and Tashkent Politechic University, Uzbekistan. His interests are in Artificial Neural Networks and Electronic Sensors. He heads the Neuronica Lab (1990) where wired and wireless sensors are developed for biomedical, environmental, automotive applications, and sensor signals that are processed by neural networks. Prof. Pasero is President of the Italian Society for Neural Networks (SIREN) and was General Chair of IJCNN2000, SIRWEC2006, and WIRN 2015. He received several awards and holds 5 international patents. He supervised 10 international Ph.D. and 100 master's theses and is Author of 100+ international publications.

作者簡介(中文翻譯)

安娜·埃斯波西托（Anna Esposito）於1989年在薩萊諾大學獲得資訊科技與計算機科學的優等學位（Laurea degree summa cum laude），並於1995年在那不勒斯費德里科二世大學獲得應用數學與計算機科學的博士學位，論文在美國麻省理工學院（MIT）完成。她曾在IIASS擔任博士後研究員，並於1996年至2000年間在薩萊諾大學物理系擔任講師，2000年至2002年間在美國俄亥俄州的華盛頓州立大學（WSU）計算機科學與工程系擔任研究教授。她目前是坎帕尼亞大學「L. Vanvitelli」的正教授。她是300多篇經過同行評審的期刊、書籍和會議論文的作者，並擔任30多本書籍的編輯或共同編輯，這些書籍屬於Springer系列的SIST、ISRL、LNCS和LNAI。

馬爾科斯·方德斯-薩努伊（Marcos Faundez-Zanuy）於1993年獲得加泰羅尼亞理工大學的學士學位，並於1998年獲得該校的博士學位。他是ESUP Tecnocampus Mataro的正教授，並負責信號處理小組。他的研究興趣在於應用於安全和健康的生物識別技術。他是歐盟COST行動277「非線性語音處理」的發起人和主席，以及COST行動2102「語言與非語言交流的跨模態分析」的秘書。他是50多篇被ISI期刊引用報告索引的論文、100多篇會議論文、10多本書籍的作者，並且是10個國家和歐盟資助項目的主要研究者（PI）。

弗朗切斯科·卡羅·莫拉比托（Francesco Carlo Morabito）於1989年加入意大利雷焦卡拉布里亞大學，並於2001年成為電氣工程的正教授。他曾擔任電子工程課程的主任、大學內部評估委員會成員、工程學院院長、副校長及國際化副校長。他是意大利電氣工程學會的指導委員會成員，曾擔任Siren的主席（2008-2014）、INNS的理事（2000-2012, 2022-至今），並擔任INNS的副主席。

埃羅斯·G·帕塞羅（Eros G. Pasero）自1991年以來一直是都靈理工學院的電子學教授。他曾擔任加州大學伯克利分校（ICSI Berkeley，1991）、上海同濟大學（2011、2015）和烏茲別克斯坦塔什干理工大學的訪問教授。他的研究興趣包括人工神經網絡和電子傳感器。他負責神經網絡實驗室（Neuronica Lab，1990），該實驗室開發用於生物醫學、環境、汽車應用的有線和無線傳感器，並通過神經網絡處理傳感器信號。帕塞羅教授是意大利神經網絡學會（SIREN）的主席，曾擔任IJCNN2000、SIRWEC2006和WIRN 2015的總主席。他獲得多項獎項並擁有5項國際專利，指導了10篇國際博士論文和100篇碩士論文，並是100多篇國際出版物的作者。

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