Proceedings 33 Workshop Computational Intelligence Berlin 23 24 November 2023

Author : Schulte, Horst,Hoffmann, Frank,Mikut, Ralf
Publisher : KIT Scientific Publishing
Page : 282 pages
File Size : 49,8 Mb
Release : 2023-11-15
Category : Electronic
ISBN : 9783731513247

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Proceedings - 33. Workshop Computational Intelligence: Berlin, 23.-24. November 2023 by Schulte, Horst,Hoffmann, Frank,Mikut, Ralf Pdf

Dieser Tagungsband enthält die Beiträge des 33. Workshops „Computational Intelligence“ der vom 23.11. – 24.11.2023 in Berlin stattfindet. Die Schwerpunkte sind Methoden, Anwendungen und Tools für ° Fuzzy-Systeme, ° Künstliche Neuronale Netze, ° Evolutionäre Algorithmen und ° Data-Mining-Verfahren sowie der Methodenvergleich anhand von industriellen und Benchmark-Problemen. - The workshop proceedings contain the contributions of the 33rd workshop "Computational Intelligence" which will take place from 23.11. - 24.11.2023 in Berlin. The focus is on methods, applications and tools for ° Fuzzy systems, ° Artificial Neural Networks, ° Evolutionary algorithms and ° Data mining methods as well as the comparison of methods on the basis of industrial and benchmark problems.

Author : Hiram Calvo,Lourdes Martínez-Villaseñor,Hiram Ponce,Ramón Zatarain Cabada,Martín Montes Rivera,Efrén Mezura-Montes
Publisher : Springer Nature
Page : 476 pages
File Size : 48,7 Mb
Release : 2024-01-19
Category : Computers
ISBN : 9783031519406

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Advances in Computational Intelligence. MICAI 2023 International Workshops by Hiram Calvo,Lourdes Martínez-Villaseñor,Hiram Ponce,Ramón Zatarain Cabada,Martín Montes Rivera,Efrén Mezura-Montes Pdf

This conference LNAI 14502 volume constitutes the workshop proceedings of 22nd Mexican International Conference on Artificial Intelligence, held in November 2023 in Mérida, Yucatán, México. The total of 34 papers presented in this volume was carefully reviewed and selected from 54 submissions. The proceedings of MICAI 2023 workshops are structured into three sections: – WILE 2023: 16th Workshop on Intelligent Learning Environments – HIS 2023: 16th Workshop of Hybrid Intelligent Systems – CIAPP 2023: 5th Workshop on New Trends in Computational Intelligence and Applications

Author : Schulte, Horst,Hoffmann, Frank,Mikut, Ralf
Publisher : KIT Scientific Publishing
Page : 280 pages
File Size : 45,6 Mb
Release : 2022-11-20
Category : Computers
ISBN : 9783731512394

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Proceedings - 32. Workshop Computational Intelligence: Berlin, 1. - 2. Dezember 2022 by Schulte, Horst,Hoffmann, Frank,Mikut, Ralf Pdf

Dieser Tagungsband enthält die Beiträge des 32. Workshops „Computational Intelligence“ des Fachausschusses 5.14 der VDI/VDE-Gesellschaft für Mess- und Automatisierungstechnik (GMA) der vom 1.12. – 2.12.2022 in Berlin stattfand. Die Schwerpunkte sind Methoden, Anwendungen und Tools für - Fuzzy-Systeme - Deep Learning - Machine Learning sowie der Methodenvergleich anhand von industriellen und Benchmark-Problemen. - This conference volume contains the contributions of the 32nd workshop "Computational Intelligence" of the technical committee 5.14 of the VDI/VDE-Gesellschaft für Mess- und Automatisierungstechnik (GMA) which took place from 1.12. - 2.12.2022 in Berlin. The focus will be on methods, applications, and tools for - Fuzzy systems - Deep Learning - Machine Learning - Data Mining as well as method comparison based on industrial and benchmark problems.

Author : Schulte, Horst,Hoffmann, Frank,Mikut, Ralf
Publisher : KIT Scientific Publishing
Page : 318 pages
File Size : 40,7 Mb
Release : 2021-11-15
Category : Computers
ISBN : 9783731511311

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Proceedings - 31. Workshop Computational Intelligence : Berlin, 25. - 26. November 2021 by Schulte, Horst,Hoffmann, Frank,Mikut, Ralf Pdf

Dieser Tagungsband enthält die Beiträge des 31. Workshop Computational Intelligence. Die Schwerpunkte sind Methoden, Anwendungen und Tools für Fuzzy-Systeme, Künstliche Neuronale Netze, Evolutionäre Algorithmen und Data-Mining-Verfahren sowie der Methodenvergleich anhand von industriellen und Benchmark-Problemen. - The proceedings of the 31st Workshop on Computational Intelligence focus on methods, applications, and tools for fuzzy systems, artificial neural networks, deep learning, system identification, and data mining techniques.

Author : Schulte, Horst ,Hoffmann, Frank,Mikut, Ralf
Publisher : KIT Scientific Publishing
Page : 288 pages
File Size : 49,5 Mb
Release : 2020-11-20
Category : Computers
ISBN : 9783731510512

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Proceedings - 30. Workshop Computational Intelligence : Berlin, 26. - 27. November 2020 by Schulte, Horst ,Hoffmann, Frank,Mikut, Ralf Pdf

Dieser Tagungsband enthält die Beiträge des 30. Workshops Computational Intelligence. Die Schwerpunkte sind Methoden, Anwendungen und Tools für Fuzzy-Systeme, Künstliche Neuronale Netze, Evolutionäre Algorithmen und Data-Mining-Verfahren sowie der Methodenvergleich anhand von industriellen und Benchmark-Problemen. - The proceedings of the 30th workshop on computational intelligence focus on methods, applications, and tools for fuzzy systems, artificial neural networks, deep learning, system identification, and data mining techniques.

Author : Abhishek Swaroop,Zdzislaw Polkowski,Sérgio Duarte Correia,Bal Virdee
Publisher : Springer Nature
Page : 696 pages
File Size : 40,5 Mb
Release : 2024-01-13
Category : Technology & Engineering
ISBN : 9789819965441

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Proceedings of Data Analytics and Management by Abhishek Swaroop,Zdzislaw Polkowski,Sérgio Duarte Correia,Bal Virdee Pdf

This book includes original unpublished contributions presented at the International Conference on Data Analytics and Management (ICDAM 2023), held at London Metropolitan University, London, UK, during June 2023. The book covers the topics in data analytics, data management, big data, computational intelligence, and communication networks. The book presents innovative work by leading academics, researchers, and experts from industry which is useful for young researchers and students. The book is divided into four volumes.

Author : Ilias Maglogiannis,Lazaros Iliadis,Antonios Papaleonidas,Ioannis Chochliouros
Publisher : Springer Nature
Page : 490 pages
File Size : 45,5 Mb
Release : 2023-06-01
Category : Computers
ISBN : 9783031341717

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Artificial Intelligence Applications and Innovations. AIAI 2023 IFIP WG 12.5 International Workshops by Ilias Maglogiannis,Lazaros Iliadis,Antonios Papaleonidas,Ioannis Chochliouros Pdf

This book constitutes the refereed proceedings of four International Workshops, held as parallel events of the 19th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2023, held in León, Spain, during June 14–17, 2023: the 12th Workshop on Mining Humanistic Data (MHDW 2023); the 8th Workshop on “5G–Putting Intelligence to the Network Edge (5G-PINE 2023); the second Workshop on AI in Energy, Buildings and Micro-Grids Workshop (ΑΙBMG 2023); and the First Workshop on Visual Analytics Approaches for Complex Problems in Engineering and Biomedicine" (VAA-CP-EB 2023). This event was held in hybrid mode. The 37 regular papers presented at these workshops were carefully reviewed and selected from 86 submissions.

Author : Yap Bee Wah
Publisher : Springer Nature
Page : 574 pages
File Size : 40,9 Mb
Release : 2024-06-30
Category : Electronic
ISBN : 9789819702930

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Data Science and Emerging Technologies by Yap Bee Wah Pdf

Author : Frederik Rehbach
Publisher : Springer Nature
Page : 123 pages
File Size : 50,7 Mb
Release : 2023-05-29
Category : Technology & Engineering
ISBN : 9783031306099

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Enhancing Surrogate-Based Optimization Through Parallelization by Frederik Rehbach Pdf

This book presents a solution to the challenging issue of optimizing expensive-to-evaluate industrial problems such as the hyperparameter tuning of machine learning models. The approach combines two well-established concepts, Surrogate-Based Optimization (SBO) and parallelization, to efficiently search for optimal parameter setups with as few function evaluations as possible. Through in-depth analysis, the need for parallel SBO solvers is emphasized, and it is demonstrated that they outperform model-free algorithms in scenarios with a low evaluation budget. The SBO approach helps practitioners save significant amounts of time and resources in hyperparameter tuning as well as other optimization projects. As a highlight, a novel framework for objectively comparing the efficiency of parallel SBO algorithms is introduced, enabling practitioners to evaluate and select the most effective approach for their specific use case. Based on practical examples, decision support is delivered, detailing which parts of industrial optimization projects can be parallelized and how to prioritize which parts to parallelize first. By following the framework, practitioners can make informed decisions about how to allocate resources and optimize their models efficiently.

Author : Elisabeth Métais,Farid Meziane,Vijayan Sugumaran,Warren Manning,Stephan Reiff-Marganiec
Publisher : Springer Nature
Page : 613 pages
File Size : 40,7 Mb
Release : 2023-06-13
Category : Computers
ISBN : 9783031353208

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Natural Language Processing and Information Systems by Elisabeth Métais,Farid Meziane,Vijayan Sugumaran,Warren Manning,Stephan Reiff-Marganiec Pdf

This book constitutes the refereed proceedings of the 28th International Conference on Applications of Natural Language to Information Systems, NLDB 2023, held in Derby, UK, in June 21–23, 2023 The 31 full papers and 14 short papers included in this book were carefully reviewed and selected from 89 submissions. They focus on the developments of the application of natural language to databases and information systems in the wider meaning of the term.

Author : M. A. Jabbar
Publisher : Springer Nature
Page : 287 pages
File Size : 52,8 Mb
Release : 2024-06-30
Category : Electronic
ISBN : 9783031554865

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Applied Machine Learning and Data Analytics by M. A. Jabbar Pdf

Author : Shaliesh S ,Shilpa Shaju,Su-ada M,Neha Rashi,Farhan Muhammed,Neethu A S,Sreelekshman S,Nihal Aboobaker,Vishnu Mohan C ,Bevin Benet,Jishnu M,Neha Chacko,Viju Chacko,Abhinand P, Arun Raj,Adithya Dinesh,Regitha M R,S.Suganthi,T.Sree Kala ,Anakha Mohan,Aswathy A L,Joseph James,Akhil S, Lima Johnson K,David Peter S ,Nisha Sanjay,Sasikumaran Sreedharan,Anagha Rajeev,Anu T S,Thasneem M H
Publisher : Co-Text Publishers
Page : 86 pages
File Size : 50,5 Mb
Release : 2023-08-19
Category : Education
ISBN : 9788195791750

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ADVANCES IN EMERGING COMPUTING TECHNOLOGIES by Shaliesh S ,Shilpa Shaju,Su-ada M,Neha Rashi,Farhan Muhammed,Neethu A S,Sreelekshman S,Nihal Aboobaker,Vishnu Mohan C ,Bevin Benet,Jishnu M,Neha Chacko,Viju Chacko,Abhinand P, Arun Raj,Adithya Dinesh,Regitha M R,S.Suganthi,T.Sree Kala ,Anakha Mohan,Aswathy A L,Joseph James,Akhil S, Lima Johnson K,David Peter S ,Nisha Sanjay,Sasikumaran Sreedharan,Anagha Rajeev,Anu T S,Thasneem M H Pdf

PUBLISHED BY CO-TEXT PUBLISHERS IN ASSOCIATION WITH DEPARTMENT OF COMPUTER SCIENCE SACRED HEART COLLEGE (AUTONOMOUS) THEVARA, KOCHI-682013, KERALA, INDIA

Author : Fehmi Jaafar,Schallum Pierre
Publisher : CRC Press
Page : 169 pages
File Size : 40,6 Mb
Release : 2023-10-17
Category : Technology & Engineering
ISBN : 9781000930771

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Blockchain and Artificial Intelligence-Based Solution to Enhance the Privacy in Digital Identity and IoT by Fehmi Jaafar,Schallum Pierre Pdf

The chapters in this book explore the main domains that represent considerable risks for the respect of privacy, such as education, health, finance or social media. Through its place in the massive data production industry, the Internet of Things participates in the development of artificial intelligence and is increasingly attracting the attention of web giants, governments and especially all types of hackers. Thanks to this book, private and public organizations will have at their disposal a tool that highlights, on the one hand, the major challenges raised by privacy in the context of the Internet of Things and, on the other hand, recommendations for improving good practices. Digital identity is presented as a bulwark for the protection of privacy. It opens up new avenues for improving digital trust. Concretely, there are a set of challenges that are associated with the management of digital identity, mainly in relation to the compliance and governance of personnel data in order to eliminate privacy and security risks.

Author : K. Gal,A. Nowé,G.J. Nalepa
Publisher : IOS Press
Page : 3328 pages
File Size : 44,8 Mb
Release : 2023-10-18
Category : Computers
ISBN : 9781643684376

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ECAI 2023 by K. Gal,A. Nowé,G.J. Nalepa Pdf

Artificial intelligence, or AI, now affects the day-to-day life of almost everyone on the planet, and continues to be a perennial hot topic in the news. This book presents the proceedings of ECAI 2023, the 26th European Conference on Artificial Intelligence, and of PAIS 2023, the 12th Conference on Prestigious Applications of Intelligent Systems, held from 30 September to 4 October 2023 and on 3 October 2023 respectively in Kraków, Poland. Since 1974, ECAI has been the premier venue for presenting AI research in Europe, and this annual conference has become the place for researchers and practitioners of AI to discuss the latest trends and challenges in all subfields of AI, and to demonstrate innovative applications and uses of advanced AI technology. ECAI 2023 received 1896 submissions – a record number – of which 1691 were retained for review, ultimately resulting in an acceptance rate of 23%. The 390 papers included here, cover topics including machine learning, natural language processing, multi agent systems, and vision and knowledge representation and reasoning. PAIS 2023 received 17 submissions, of which 10 were accepted after a rigorous review process. Those 10 papers cover topics ranging from fostering better working environments, behavior modeling and citizen science to large language models and neuro-symbolic applications, and are also included here. Presenting a comprehensive overview of current research and developments in AI, the book will be of interest to all those working in the field.

Author : Nitin Mittal,Amit Kant Pandit,Mohamed Abouhawwash,Shubham Mahajan
Publisher : CRC Press
Page : 321 pages
File Size : 44,7 Mb
Release : 2023-11-02
Category : Technology & Engineering
ISBN : 9781000985863

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Intelligent Systems and Applications in Computer Vision by Nitin Mittal,Amit Kant Pandit,Mohamed Abouhawwash,Shubham Mahajan Pdf

The book comprehensively covers a wide range of evolutionary computer vision methods and applications, feature selection and extraction for training and classification, and metaheuristic algorithms in image processing. It further discusses optimized image segmentation, its analysis, pattern recognition, and object detection. Features: Discusses machine learning-based analytics such as GAN networks, autoencoders, computational imaging, and quantum computing. Covers deep learning algorithms in computer vision. Showcases novel solutions such as multi-resolution analysis in imaging processing, and metaheuristic algorithms for tackling challenges associated with image processing. Highlight optimization problems such as image segmentation and minimized feature design vector. Presents platform and simulation tools for image processing and segmentation. The book aims to get the readers familiar with the fundamentals of computational intelligence as well as the recent advancements in related technologies like smart applications of digital images, and other enabling technologies from the context of image processing and computer vision. It further covers important topics such as image watermarking, steganography, morphological processing, and optimized image segmentation. It will serve as an ideal reference text for senior undergraduate, graduate students, and academic researchers in fields including electrical engineering, electronics, communications engineering, and computer engineering.