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Software Engineering Trends and Techniques in Intelligent Systems

Author : Radek Silhavy

Publisher : Springer

Page : 513 pages

File Size : 23,93 MB

Release : 2017-04-07

Category : Technology & Engineering

ISBN : 3319571419

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Book Description

This book presents new approaches and methods to solve real-world problems as well as exploratory research describing novel approaches in the field of software engineering and intelligent systems. It particularly focuses on modern trends in selected fields of interest, introducing new algorithms, methods and application of intelligent systems in software engineering. The book constitutes the refereed proceedings of the Software Engineering Trends and Techniques in Intelligent Systems Section of the 6th Computer Science On-line Conference 2017 (CSOC 2017), held in April 2017.



Software Engineering Perspectives and Application in Intelligent Systems

Author : Radek Silhavy

Publisher : Springer

Page : 477 pages

File Size : 12,15 MB

Release : 2016-04-26

Category : Technology & Engineering

ISBN : 3319336223

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Book Description

The volume Software Engineering Perspectives and Application in Intelligent Systems presents new approaches and methods to real-world problems, and in particular, exploratory research that describes novel approaches in the field of Software Engineering. Particular emphasis is laid on modern trends in selected fields of interest. New algorithms or methods in a variety of fields are also presented. The 5th Computer Science On-line Conference (CSOC 2016) is intended to provide an international forum for discussions on the latest research results in all areas related to Computer Science. The addressed topics are the theoretical aspects and applications of Computer Science, Artificial Intelligences, Cybernetics, Automation Control Theory and Software Engineering.



Artificial Intelligence Methods For Software Engineering

Author : Meir Kalech

Publisher : World Scientific

Page : 457 pages

File Size : 17,84 MB

Release : 2021-06-15

Category : Computers

ISBN : 9811239932

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Book Description

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)



Intelligent Algorithms in Software Engineering

Author : Radek Silhavy

Publisher : Springer Nature

Page : 621 pages

File Size : 36,21 MB

Release : 2020-08-08

Category : Technology & Engineering

ISBN : 3030519651

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Book Description

This book gathers the refereed proceedings of the Intelligent Algorithms in Software Engineering Section of the 9th Computer Science On-line Conference 2020 (CSOC 2020), held on-line in April 2020. Software engineering research and its applications to intelligent algorithms have now assumed an essential role in computer science research. In this book, modern research methods, together with applications of machine and statistical learning in software engineering research, are presented.



Building Intelligent Systems

Author : Geoff Hulten

Publisher : Apress

Page : 346 pages

File Size : 23,96 MB

Release : 2018-03-06

Category : Computers

ISBN : 1484234324

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Book Description

Produce a fully functioning Intelligent System that leverages machine learning and data from user interactions to improve over time and achieve success. This book teaches you how to build an Intelligent System from end to end and leverage machine learning in practice. You will understand how to apply your existing skills in software engineering, data science, machine learning, management, and program management to produce working systems. Building Intelligent Systems is based on more than a decade of experience building Internet-scale Intelligent Systems that have hundreds of millions of user interactions per day in some of the largest and most important software systems in the world. What You’ll Learn Understand the concept of an Intelligent System: What it is good for, when you need one, and how to set it up for success Design an intelligent user experience: Produce data to help make the Intelligent System better over time Implement an Intelligent System: Execute, manage, and measure Intelligent Systems in practice Create intelligence: Use different approaches, including machine learning Orchestrate an Intelligent System: Bring the parts together throughout its life cycle and achieve the impact you want Who This Book Is For Software engineers, machine learning practitioners, and technical managers who want to build effective intelligent systems



Trends in Intelligent Systems and Computer Engineering

Author : Oscar Castillo

Publisher : Springer Science & Business Media

Page : 666 pages

File Size : 12,24 MB

Release : 2008-04-25

Category : Computers

ISBN : 0387749357

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Book Description

This volume contains contributions from participants in the 2007 International Multiconference of Engineers and Computer Scientists. It covers a variety of subjects in the frontiers of intelligent systems and computer engineering and their industrial applications. The book offers up-to-date information on advances in intelligent systems and computer engineering and also serves as an excellent reference work for researchers and graduate students working in the field.



Advances in Machine Learning Applications in Software Engineering

Author : Zhang, Du

Publisher : IGI Global

Page : 498 pages

File Size : 36,4 MB

Release : 2006-10-31

Category : Computers

ISBN : 1591409438

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Book Description

"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.



Readings in Artificial Intelligence and Software Engineering

Author : Charles Rich

Publisher : Morgan Kaufmann

Page : 625 pages

File Size : 15,56 MB

Release : 2014-06-28

Category : Computers

ISBN : 1483214427

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Book Description

Readings in Artificial Intelligence and Software Engineering covers the main techniques and application of artificial intelligence and software engineering. The ultimate goal of artificial intelligence applied to software engineering is automatic programming. Automatic programming would allow a user to simply say what is wanted and have a program produced completely automatically. This book is organized into 11 parts encompassing 34 chapters that specifically tackle the topics of deductive synthesis, program transformations, program verification, and programming tutors. The opening parts provide an introduction to the key ideas to the deductive approach, namely the correspondence between theorems and specifications and between constructive proofs and programs. These parts also describes automatic theorem provers whose development has be designed for the programming domain. The subsequent parts present generalized program transformation systems, the problems involved in using natural language input, the features of very high level languages, and the advantages of the programming by example system. Other parts explore the intelligent assistant approach and the significance and relation of programming knowledge in other programming system. The concluding parts focus on the features of the domain knowledge system and the artificial intelligence programming. Software engineers and designers and computer programmers, as well as researchers in the field of artificial intelligence will find this book invaluable.



Artificial Intelligence, Computer and Software Engineering Advances

Author : Miguel Botto-Tobar

Publisher : Springer Nature

Page : 489 pages

File Size : 48,38 MB

Release : 2021-04-20

Category : Technology & Engineering

ISBN : 3030680800

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Book Description

This book constitutes the proceedings of the XV Multidisciplinary International Congress on Science and Technology (CIT 2020), held in Quito, Ecuador, on 26–30 October 2020, proudly organized by Universidad de las Fuerzas Armadas ESPE in collaboration with GDEON. CIT is an international event with a multidisciplinary approach that promotes the dissemination of advances in Science and Technology research through the presentation of keynote conferences. In CIT, theoretical, technical, or application works that are research products are presented to discuss and debate ideas, experiences, and challenges. Presenting high-quality, peer-reviewed papers, the book discusses the following topics: Artificial Intelligence Computational Modeling Data Communications Defense Engineering Innovation, Technology, and Society Managing Technology & Sustained Innovation, and Business Development Modern Vehicle Technology Security and Cryptography Software Engineering