Advances in Machine Learning Applications in Software Engineering

Advances in Machine Learning Applications in Software Engineering
Author: Zhang, Du
Publisher: IGI Global
Total Pages: 498
Release: 2006-10-31
Genre: Computers
ISBN: 1591409438

"This book provides analysis, characterization and refinement of software engineering data in terms of machine learning methods. It depicts applications of several machine learning approaches in software systems development and deployment, and the use of machine learning methods to establish predictive models for software quality while offering readers suggestions by proposing future work in this emerging research field"--Provided by publisher.

Artificial Intelligence and Software Engineering

Artificial Intelligence and Software Engineering
Author: Derek Partridge
Publisher: Routledge
Total Pages: 287
Release: 2013-04-11
Genre: Business & Economics
ISBN: 1136594469

Managers, business owners, computer literate individuals, software developers, students, and researchers--all are looking for an understanding of artificial intelligence (AI) and what might be in the future. In this literate yet easy-to-read discussion, Derek Partridge explains what artificial intelligence can and cannot do, and what it holds for applications such as banking, financial services, and expert systems of all kinds. Topics include: the strengths and weaknesses of software development and engineering; machine learning and its promises and problems; expert systems and success stories; and practical software through artificial intelligence.

Artificial Intelligence in Healthcare

Artificial Intelligence in Healthcare
Author: Adam Bohr
Publisher: Academic Press
Total Pages: 385
Release: 2020-06-21
Genre: Computers
ISBN: 0128184396

Artificial Intelligence (AI) in Healthcare is more than a comprehensive introduction to artificial intelligence as a tool in the generation and analysis of healthcare data. The book is split into two sections where the first section describes the current healthcare challenges and the rise of AI in this arena. The ten following chapters are written by specialists in each area, covering the whole healthcare ecosystem. First, the AI applications in drug design and drug development are presented followed by its applications in the field of cancer diagnostics, treatment and medical imaging. Subsequently, the application of AI in medical devices and surgery are covered as well as remote patient monitoring. Finally, the book dives into the topics of security, privacy, information sharing, health insurances and legal aspects of AI in healthcare. - Highlights different data techniques in healthcare data analysis, including machine learning and data mining - Illustrates different applications and challenges across the design, implementation and management of intelligent systems and healthcare data networks - Includes applications and case studies across all areas of AI in healthcare data

Artificial Intelligence Methods For Software Engineering

Artificial Intelligence Methods For Software Engineering
Author: Meir Kalech
Publisher: World Scientific
Total Pages: 457
Release: 2021-06-15
Genre: Computers
ISBN: 9811239932

Software is an integral part of our lives today. Modern software systems are highly complex and often pose new challenges in different aspects of Software Engineering (SE).Artificial Intelligence (AI) is a growing field in computer science that has been proven effective in applying and developing AI techniques to address various SE challenges.This unique compendium covers applications of state-of-the-art AI techniques to the key areas of SE (design, development, debugging, testing, etc).All the materials presented are up-to-date. This reference text will benefit researchers, academics, professionals, and postgraduate students in AI, machine learning and software engineering.Related Link(s)

Advanced Numerical Simulations in Mechanical Engineering

Advanced Numerical Simulations in Mechanical Engineering
Author: Kumar, Ashwani
Publisher: IGI Global
Total Pages: 257
Release: 2017-12-01
Genre: Technology & Engineering
ISBN: 1522537236

Recent developments in information processing systems have driven the advancement of numerical simulations in engineering. New models and simulations enable better solutions for problem-solving and overall process improvement. Advanced Numerical Simulations in Mechanical Engineering is a pivotal reference source for the latest research findings on advanced modelling and simulation method adopted in mechanical and mechatronics engineering. Featuring extensive coverage on relevant areas such as fuzzy logic controllers, finite element analysis, and analytical models, this publication is an ideal resource for students, professional engineers, and researchers interested in the application of numerical simulations in mechanical engineering.

Using Technology Tools to Innovate Assessment, Reporting, and Teaching Practices in Engineering Education

Using Technology Tools to Innovate Assessment, Reporting, and Teaching Practices in Engineering Education
Author: Alam, Firoz
Publisher: IGI Global
Total Pages: 409
Release: 2014-01-31
Genre: Education
ISBN: 1466650125

Many can now conclude that utilizing educational technologies can be considered the primary tools to inspire students to learn. Combining these technologies with the best teaching and learning practices can engage in creativity and imagination in the engineering field. Using Technology Tools to Innovate Assessment, Reporting, and Teaching Practices in Engineering Education highlights the lack of understanding of teaching and learning with technology in higher education engineering programs while emphasizing the important use of this technology. This book aims to be essential for professors, graduate, and undergraduate students in the engineering programs interested learning the appropriate use of technological tools.

Emerging Technologies and Digital Transformation in the Manufacturing Industry

Emerging Technologies and Digital Transformation in the Manufacturing Industry
Author: Ortiz-Rodriguez, Fernando
Publisher: IGI Global
Total Pages: 311
Release: 2023-09-07
Genre: Business & Economics
ISBN: 1668480905

Emerging Technologies and Digital Transformation in the Manufacturing Industry offers a comprehensive solution to the pressing challenges faced by the manufacturing industry. As manufacturers grapple with the need to adapt to changing customer expectations and embrace emerging technologies, this book provides a timely and relevant resource. Edited by esteemed scholars, it features high-quality chapters that delve into technology-driven approaches, such as Internet-connected machinery, artificial intelligence, and sensors, with the aim of enhancing efficiency, productivity, and overall performance in manufacturing processes. Covering key topics such as machine learning, blockchain technologies, big data, and the industrial Internet of Things (IIoT), the book explores transformative concepts like digital twins, extended reality, and the impact of 5G and edge computing. With contributions from authoritative experts, this book serves as an indispensable tool for students, researchers, and IT professionals in manufacturing plants. By offering practical guidance and insights, Emerging Technologies and Digital Transformation in the Manufacturing Industry equips readers with the knowledge and tools needed to navigate the complexities of digital transformation and seize the opportunities presented by emerging technologies. It is academic rigor and practical applicability makes it a valuable resource that is poised to have a significant impact on the manufacturing IT community and academic scholars worldwide, enabling a successful journey toward a more efficient and resilient future in the manufacturing industry.

Mission Adaptive Display Technologies and Operational Decision Making in Aviation

Mission Adaptive Display Technologies and Operational Decision Making in Aviation
Author: Smith, Kevin M.
Publisher: IGI Global
Total Pages: 386
Release: 2015-08-04
Genre: Science
ISBN: 146668674X

Avionics often serves as the tip of the spear for research into user-interface and systems usability in aviation. However, this emphasis on flashy, technology-driven design can come with a cost: the sacrifice of practical utility, which, in the high-stakes environment of military aviation, can lead directly to catastrophe. Mission Adaptive Display Technologies and Operational Decision Making in Aviation explores the use of adaptive and assistive technologies in aviation to establish clear guidelines for the design and implementation of such technologies to better serve the needs of both military and civilian pilots. Benefiting from the authors’ combined experience of more than 40 years in the aviation industry and over 25,000 flight-hours, this volume targets a wide audience of engineers and business professionals. This premier reference source covers topics of interest to aviators and engineers, including aerodynamic systems design, operational decision theory, user interface design, avionics, and concepts and cases in flight operations, mission performance, and pilot training.

Driving the Development, Management, and Sustainability of Cognitive Cities

Driving the Development, Management, and Sustainability of Cognitive Cities
Author: Ahuja, Kiran
Publisher: IGI Global
Total Pages: 356
Release: 2019-05-03
Genre: Science
ISBN: 1522580867

The technological advancements of today not only affect individual’s personal lives. They also affect the way urban communities regard the improvement of their resident’s lives. Research involving these autonomic reactions to the growing needs of the people is desperately needed to transform the cities of today into the cities of the future. Driving the Development, Management, and Sustainability of Cognitive Cities is a pivotal reference source that explores and improves the understanding of the strategic role of sustainable cognitive cities in residents’ routine life styles. Such benefits to residents and businesses include having access to world-class training while sitting at home, having their wellbeing observed consistently, and having their medical issues identified before occurrence. This book is ideally designed for administrators, policymakers, industrialists, and researchers seeking current research on developing and managing cognitive cities.