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2023 Ieee Acm International Workshop On Deep Learning For Testing And Testing For Deep Learning Deeptest
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Book Synopsis 2023 IEEE ACM International Workshop on Deep Learning for Testing and Testing for Deep Learning (DeepTest) by : IEEE Staff
Download or read book 2023 IEEE ACM International Workshop on Deep Learning for Testing and Testing for Deep Learning (DeepTest) written by IEEE Staff and published by . This book was released on 2023-05-15 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: DeepTest is an interdisciplinary workshop targeting research at the intersection of software engineering and deep learning This workshop will explore issues related to Deep Learning applied to Software Engineering (DL4SE) Software Engineering applied to Deep Learning (SE4DL) Although the main focus is on Deep Learning, we also encourage submissions that are more broadly related to Machine Learning, as well as submissions related to (Deep) Reinforcement Learning
Book Synopsis 2023 IEEE/ACM International Workshop on Deep Learning for Testing and Testing for Deep Learning (DeepTest). by :
Download or read book 2023 IEEE/ACM International Workshop on Deep Learning for Testing and Testing for Deep Learning (DeepTest). written by and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Engineering of Computer-Based Systems by : Jan Kofroň
Download or read book Engineering of Computer-Based Systems written by Jan Kofroň and published by Springer Nature. This book was released on 2023-11-28 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 8th International Conference on Engineering of Computer-Based Systems, ECBS 2023, which was held in Västerås, Sweden, in October 2023. The 11 full papers included in this book were carefully reviewed and selected from 26 submissions and present software, hardware, and communication perspectives of systems engineering through its many facets. The special theme of this year is ”Engineering for Responsible AI“.
Book Synopsis Artificial Intelligence Application in Networks and Systems by : Radek Silhavy
Download or read book Artificial Intelligence Application in Networks and Systems written by Radek Silhavy and published by Springer Nature. This book was released on 2023-07-08 with total page 854 pages. Available in PDF, EPUB and Kindle. Book excerpt: The application of artificial intelligence in networks and systems is a rapidly evolving field that has the potential to transform a wide range of industries. The refereed proceedings in this book is from the Artificial Intelligence Application in Networks and Systems session of the Computer Science Online Conference 2023 (CSOC 2023), which was held online in April 2023. The section brings together experts from different fields to present their research and discuss the latest trends and challenges. One of the key themes in this section is the development of intelligent systems that can learn, adapt, and optimize their performance in real time. Researchers are exploring how AI algorithms can be used to create autonomous networks and systems that can make decisions without human intervention. Furthermore, this section highlights the use of AI in improving network performance and efficiency. Researchers are exploring how AI algorithms can be used to optimize network routing, reduce congestion, and improve the quality of service. These efforts can help organizations save costs and improve user experience.
Book Synopsis Machine Learning and Principles and Practice of Knowledge Discovery in Databases by : Irena Koprinska
Download or read book Machine Learning and Principles and Practice of Knowledge Discovery in Databases written by Irena Koprinska and published by Springer Nature. This book was released on 2023-01-30 with total page 499 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes the papers of several workshops which were held in conjunction with the International Workshops of ECML PKDD 2022 on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2022, held in Grenoble, France, during September 19–23, 2022. The 73 revised full papers and 6 short papers presented in this book were carefully reviewed and selected from 143 submissions. ECML PKDD 2022 presents the following five workshops: Workshop on Data Science for Social Good (SoGood 2022) Workshop on New Frontiers in Mining Complex Patterns (NFMCP 2022) Workshop on Explainable Knowledge Discovery in Data Mining (XKDD 2022) Workshop on Uplift Modeling (UMOD 2022) Workshop on IoT, Edge and Mobile for Embedded Machine Learning (ITEM 2022) Workshop on Mining Data for Financial Application (MIDAS 2022) Workshop on Machine Learning for Cybersecurity (MLCS 2022) Workshop on Machine Learning for Buildings Energy Management (MLBEM 2022) Workshop on Machine Learning for Pharma and Healthcare Applications (PharML 2022) Workshop on Data Analysis in Life Science (DALS 2022) Workshop on IoT Streams for Predictive Maintenance (IoT-PdM 2022)
Book Synopsis Computer Safety, Reliability, and Security. SAFECOMP 2023 Workshops by : Jérémie Guiochet
Download or read book Computer Safety, Reliability, and Security. SAFECOMP 2023 Workshops written by Jérémie Guiochet and published by Springer Nature. This book was released on 2023-10-15 with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the Workshops held in conjunction with SAFECOMP 2023, held in Toulouse, France, during September 19, 2023. The 35 full papers included in this volume were carefully reviewed and selected from 49 submissions. - - 8th International Workshop on Assurance Cases for Software-intensive Systems (ASSURE 2023) - - 18th International Workshop on Dependable Smart Embedded and Cyber-Physical Systems and Systems-of-Systems (DECSoS 2023) - - 10th International Workshop on Next Generation of System Assurance Approaches for Critical Systems (SASSUR 2023) - - Second International Workshop on Security and Safety Interactions (SENSEI 2023) - - First International Workshop on Safety/ Reliability/ Trustworthiness of Intelligent Transportation Systems (SRToITS 2023) - - 6th International Workshop on Artificial Intelligence Safety Engineering (WAISE 2023)
Book Synopsis 2021 IEEE ACM Third International Workshop on Deep Learning for Testing and Testing for Deep Learning (DeepTest) by : IEEE Staff
Download or read book 2021 IEEE ACM Third International Workshop on Deep Learning for Testing and Testing for Deep Learning (DeepTest) written by IEEE Staff and published by . This book was released on 2021-06 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: After running as one of the most successful workshops at ICSE 2020, the International Workshop on Testing for Deep Learning and Deep Learning for Testing (DeepTest) returns once more as a co located workshop at the ACM IEEE International Conference on Software Engineering (ICSE) in 2021
Book Synopsis Attacks, Defenses and Testing for Deep Learning by : Jinyin Chen
Download or read book Attacks, Defenses and Testing for Deep Learning written by Jinyin Chen and published by Springer Nature. This book was released on with total page 413 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis 2023 IEEE ACM International Workshop on Interpretability and Robustness in Neural Software Engineering (InteNSE) by : IEEE Staff
Download or read book 2023 IEEE ACM International Workshop on Interpretability and Robustness in Neural Software Engineering (InteNSE) written by IEEE Staff and published by . This book was released on 2023-05-14 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Code is the most recent modality of interest in the Machine Learning (ML) domain Learning based techniques have been shown to improve and revolutionize software engineering and analysis tasks, including code completion and synthesis, code captioning and documentation, code search and clone detection, recovering variable names and types, and software testing, verification, and debugging Recent studies have even shown the great potential of neural models of code for decomposing the natural language reasoning problem into programmatic steps and solving it by executing the generated programs
Book Synopsis 2023 IEEE ACM International Workshop on Search Based and Fuzz Testing (SBFT) by : IEEE Staff
Download or read book 2023 IEEE ACM International Workshop on Search Based and Fuzz Testing (SBFT) written by IEEE Staff and published by . This book was released on 2023-05-14 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The central objective of this workshop is to bring together researchers and industrial practitioners from SBST, Fuzzing, and the wider Software Engineering community to share experience and provide directions for future research on the automation of software testing The second objective of this workshop is to encourage the use of search and fuzzing techniques to combine testing with other software engineering areas SBFT is a one day workshop that comprises a research track, keynotes, and popular testing tool competitions Additionally, the workshop brings together experts for a panel discussion All those activities will contribute to break new ground in SBFT research
Book Synopsis 2023 IEEE ACM 8th International Workshop on Metamorphic Testing (MET) by : IEEE Staff
Download or read book 2023 IEEE ACM 8th International Workshop on Metamorphic Testing (MET) written by IEEE Staff and published by . This book was released on 2023-05-14 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The test oracle problem is one of the most challenging problems in software engineering A growing body of research has examined the concept of Metamorphic Testing (MT), and has proven that MT can effectively alleviate the oracle problem and detect real bugs Compared with most other testing methods, where the correctness of each individual test output is checked, MT has a different perspective on testing it focuses on the relationships among the inputs and outputs of multiple executions of the software under test MET The International Workshop on Metamorphic Testing will bring together researchers and practitioners in academia and industry to discuss research results, experiences, and insights into MT The ultimate goal of MET is to provide a platform for the discussion of novel ideas, new perspectives, new applications, and the state of research, related to or inspired by MT
Book Synopsis 2021 IEEE ACM 2nd International Workshop on Quantum Software Engineering (Q SE) by : IEEE Staff
Download or read book 2021 IEEE ACM 2nd International Workshop on Quantum Software Engineering (Q SE) written by IEEE Staff and published by . This book was released on 2021-06 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Quantum computers promise to solve unthinkably complex problems that traditional computers could ever solve The evidence of such quantum supremacy over traditional computers has started to emerge as it can be seen by Google s quantum computer recently performing a complex computation that would take 10,000 years for the best supercomputer available today High level languages to write quantum programs have also started to appear, e g , Microsoft s Q and IBM s Qiskit Thus, we believe that this is the right time to build a community for quantum software engineering (QSE) focusing on devising methods, approaches, and processes to develop software for quantum programs efficiently and to ensure their correctness The Q SE workshop will provide a platform for researchers and practitioners to discuss the challenges in developing software quantum software in high level quantum languages, developing novel solutions to build correct methods for developing testing quantum programs
Book Synopsis 2023 IEEE ACM 23rd International Symposium on Cluster, Cloud and Internet Computing (CCGrid) by : IEEE Staff
Download or read book 2023 IEEE ACM 23rd International Symposium on Cluster, Cloud and Internet Computing (CCGrid) written by IEEE Staff and published by . This book was released on 2023-05 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: CCGRID is a leading forum to disseminate and discuss research activities and results on a broad range of topics in distributed systems, ranging from computing clusters to widely distributed Clouds and emerging Internet computing paradigms such as Fog and Edge Computing to support Internet of Things (IoT) and Big Data applications Topics of interest include but are not limited to Future Internet and Quantum Computing Systems Programming Models and Runtime Systems Distributed Middleware and Network Architectures Storage and I O Systems Security, Privacy, Trust and Resilience of Computing and Data Systems Performance Modeling, Scheduling, and Analysis of Large scale Systems Sustainable and Green Computing Large scale Scientific and Enterprise Applications Scalable Artificial intelligence, Machine Learning and Deep Learning CCGRID has been held for the past 22 years This will be the 23rd edition
Book Synopsis 2023 IEEE ACM International Workshop on Cloud Intelligence and AIOps (AIOps) by : IEEE Staff
Download or read book 2023 IEEE ACM International Workshop on Cloud Intelligence and AIOps (AIOps) written by IEEE Staff and published by . This book was released on 2023-05-15 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This workshop provides a forum for researchers and practitioners to present the state of research and practice in AI ML for efficient and manageable cloud services, and network with colleagues
Download or read book Deep Learning written by Ian Goodfellow and published by MIT Press. This book was released on 2016-11-18 with total page 801 pages. Available in PDF, EPUB and Kindle. Book excerpt: An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives. “Written by three experts in the field, Deep Learning is the only comprehensive book on the subject.” —Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and SpaceX Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning. The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners in industry, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology; and it surveys such applications as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames. Finally, the book offers research perspectives, covering such theoretical topics as linear factor models, autoencoders, representation learning, structured probabilistic models, Monte Carlo methods, the partition function, approximate inference, and deep generative models. Deep Learning can be used by undergraduate or graduate students planning careers in either industry or research, and by software engineers who want to begin using deep learning in their products or platforms. A website offers supplementary material for both readers and instructors.
Download or read book Data Mining written by Ian H. Witten and published by Morgan Kaufmann. This book was released on 2016-10-01 with total page 654 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Mining: Practical Machine Learning Tools and Techniques, Fourth Edition, offers a thorough grounding in machine learning concepts, along with practical advice on applying these tools and techniques in real-world data mining situations. This highly anticipated fourth edition of the most acclaimed work on data mining and machine learning teaches readers everything they need to know to get going, from preparing inputs, interpreting outputs, evaluating results, to the algorithmic methods at the heart of successful data mining approaches. Extensive updates reflect the technical changes and modernizations that have taken place in the field since the last edition, including substantial new chapters on probabilistic methods and on deep learning. Accompanying the book is a new version of the popular WEKA machine learning software from the University of Waikato. Authors Witten, Frank, Hall, and Pal include today's techniques coupled with the methods at the leading edge of contemporary research. Please visit the book companion website at http://www.cs.waikato.ac.nz/ml/weka/book.html It contains Powerpoint slides for Chapters 1-12. This is a very comprehensive teaching resource, with many PPT slides covering each chapter of the book Online Appendix on the Weka workbench; again a very comprehensive learning aid for the open source software that goes with the book Table of contents, highlighting the many new sections in the 4th edition, along with reviews of the 1st edition, errata, etc. Provides a thorough grounding in machine learning concepts, as well as practical advice on applying the tools and techniques to data mining projects Presents concrete tips and techniques for performance improvement that work by transforming the input or output in machine learning methods Includes a downloadable WEKA software toolkit, a comprehensive collection of machine learning algorithms for data mining tasks-in an easy-to-use interactive interface Includes open-access online courses that introduce practical applications of the material in the book
Book Synopsis 2023 IEEE ACM 6th International Workshop on Emerging Trends in Software Engineering for Blockchain (WETSEB) by : IEEE Staff
Download or read book 2023 IEEE ACM 6th International Workshop on Emerging Trends in Software Engineering for Blockchain (WETSEB) written by IEEE Staff and published by . This book was released on 2023-05-14 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 6th Workshop on Emerging Trends in Software Engineering for Blockchain aims at involving researchers interested in emerging topics and trends in software engineering with particular focus on Blockchain software systems, extending the experiences of WETSEB 2018 through WETSEB 2022
