Computational Intelligence Techniques and Their Applications to Software Engineering Problems (計算智慧技術及其在軟體工程問題中的應用)

Bansal, Ankita, Jain, Abha, Jain, Sarika

  • 出版商: CRC
  • 出版日期: 2024-10-04
  • 售價: $2,380
  • 貴賓價: 9.5$2,261
  • 語言: 英文
  • 頁數: 251
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 0367529807
  • ISBN-13: 9780367529802
  • 相關分類: 軟體工程
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This book focusses on computational intelligence approaches as applicable in varied areas of software engineering such as software requirement prioritization, cost estimation, reliability assessment, defect prediction, maintainability and quality prediction, size estimation, vulnerability prediction, test case selection, and so forth.

商品描述(中文翻譯)

本書專注於計算智能方法在軟體工程各個領域中的應用,例如軟體需求優先級排序、成本估算、可靠性評估、缺陷預測、可維護性和品質預測、規模估算、漏洞預測、測試案例選擇等。

作者簡介

Ankita Bansal is an assistant professor at Netaji Subhas University of Technology (NSUT), Delhi, India. Prior to joining NSUT, Dr. Bansal worked as a full-time research scholar at Delhi Technological University (formerly Delhi College of Engineering). She received her master's and doctoral degrees in computer science from Delhi Technological University (DTU). Her research interests include: software quality, soft computing, database management, machine learning, and meta heuristic models.

Abha Jain is an assistant professor at Shaheed Rajguru College of Applied Sciences for Women, Delhi University, India. Prior to joining the college, she worked as a full-time research scholar and received a doctoral research fellowship from Delhi Technological University. She received her master's and doctorate degrees in software engineering from DTU. Her research interests include: data mining, software quality, and statistical and machine learning models. She has published papers in international journals and conferences.

Sarika Jain graduated from Jawaharlal Nehru University (India) in 2001. She has served in the field of education for over 19 years and is currently in service at the National Institute of Technology Kurukshetra, India. Dr. Jain has authored/co-authored over 100 publications including books. Her current research interests include: knowledge management and analytics, semantic web, ontological engineering, and intelligent systems. Dr. Jain has supervised two doctorate scholars (five ongoing) who are now pursuing their postdoctorates. She has two research-funded projects: one is ongoing, funded by CRIS TEQUIP-III, and the other is completed, funded by DRDO India. She has also applied for a patent. Dr. Jain has been supervising DAAD interns from different German universities and works in collaboration with various researchers across the globe including: Germany, Austria, Australia, Malaysia, the US, Romania, and many others. She is a member of IEEE and ACM and a Life Member of CSI, IAENG, and IACSIT.

Vishal Jain is an associate professor with Bharati Vidyapeeth's Institute of Computer Applications and Management (BVICAM), New Delhi, India (affiliated with Guru Gobind Singh Indraprastha University, and accredited by the All India Council for Technical Education). He first joined BVICAM as an assistant professor. Before that, he worked for several years at the Guru Premsukh Memorial College of Engineering, Delhi, India. He has more than 350 research citation indices with Google Scholar (h-index score 9 and i-10 index 9), and has authored more than 70 research papers in reputed conferences and journals including Web of Science and Scopus. Dr. Jain has authored and edited more than 10 books with various reputed publishers including Springer, Apple Academic Press, Scrivener, Emerald, and IGI-Global. His research areas include: information retrieval, semantic web, ontology engineering, data mining, adhoc networks, and sensor networks. He was a recipient of the: Young Active Member Award for 2012-13 from the Computer Society of India, Best Faculty Award for 2017, and Best Researcher Award for 2019 from BVICAM, New Delhi.

Ankur Choudhary majored in computer science and engineering and pursued a PhD from the School of ICT, Gautam Buddha University (GBU), Greater Noida, India. He has approximately 15+ years of teaching experience and is currently a professor at Sharda Univeristy, Greater Noida, India. His areas of research include: nature-inspired optimization, artificial intelligence, software engineering, medical image processing, and digital watermarking. Dr. Choudhary has published research papers in various SCI/Scopus indexed international conferences and journals, and is associated with various international journals as a reviewer and editorial board member. He has organized conferences, special sessions at international conferences, served and delivered as session chair.

作者簡介(中文翻譯)

Ankita Bansal 是印度德里 Netaji Subhas 技術大學 (NSUT) 的助理教授。在加入 NSUT 之前,Bansal 博士曾在德里技術大學(前身為德里工程學院)擔任全職研究學者。她在德里技術大學 (DTU) 獲得了計算機科學的碩士和博士學位。她的研究興趣包括:軟體品質、軟計算、資料庫管理、機器學習和元啟發式模型。

Abha Jain 是印度德里大學的 Shaheed Rajguru 女子應用科學學院的助理教授。在加入該學院之前,她曾擔任全職研究學者,並獲得德里技術大學的博士研究獎學金。她在 DTU 獲得了軟體工程的碩士和博士學位。她的研究興趣包括:資料探勘、軟體品質以及統計和機器學習模型。她在國際期刊和會議上發表了多篇論文。

Sarika Jain 於 2001 年畢業於印度的賈瓦哈拉爾·尼赫魯大學。她在教育領域服務超過 19 年,目前在印度庫魯克舍特拉國立技術學院任職。Jain 博士已發表/合著超過 100 篇出版物,包括書籍。她目前的研究興趣包括:知識管理與分析、語意網、本體工程和智能系統。Jain 博士已指導兩位博士生(五位正在進行中),目前他們正在進行博士後研究。她有兩個研究資助項目:一個正在進行中,由 CRIS TEQUIP-III 資助,另一個已完成,由印度 DRDO 資助。她也已申請專利。Jain 博士一直在指導來自不同德國大學的 DAAD 實習生,並與來自德國、奧地利、澳大利亞、馬來西亞、美國、羅馬尼亞等多國的研究人員合作。她是 IEEE 和 ACM 的成員,並且是 CSI、IAENG 和 IACSIT 的終身會員。

Vishal Jain 是印度新德里 Bharati Vidyapeeth 的計算機應用與管理學院 (BVICAM) 的副教授(隸屬於 Guru Gobind Singh Indraprastha University,並獲得全印度技術教育委員會的認證)。他最初以助理教授身份加入 BVICAM。在此之前,他在印度德里 Guru Premsukh Memorial 工程學院工作了幾年。他在 Google Scholar 上擁有超過 350 篇研究引用指數(h-index 分數 9 和 i-10 指數 9),並在包括 Web of Science 和 Scopus 在內的知名會議和期刊上發表了超過 70 篇研究論文。Jain 博士已與多家知名出版社(包括 Springer、Apple Academic Press、Scrivener、Emerald 和 IGI-Global)合著和編輯了超過 10 本書籍。他的研究領域包括:資訊檢索、語意網、本體工程、資料探勘、臨時網路和感測器網路。他曾獲得:2012-13 年度印度計算機學會的青年活躍成員獎、2017 年最佳教學獎和 2019 年 BVICAM 新德里的最佳研究者獎。

Ankur Choudhary 主修計算機科學與工程,並在印度大諾伊達的 Gautam Buddha University (GBU) 的資訊與通信技術學院攻讀博士學位。他擁有約 15 年的教學經驗,目前是印度大諾伊達的 Sharda 大學教授。他的研究領域包括:自然啟發的優化、人工智慧、軟體工程、醫學影像處理和數位水印。Choudhary 博士在各種 SCI/Scopus 索引的國際會議和期刊上發表了研究論文,並作為審稿人和編輯委員會成員與多個國際期刊合作。他曾組織會議和特別會議。