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An Introduction to Machine Learning, Third Edition

Posted By: AvaxGenius
An Introduction to Machine Learning, Third Edition

An Introduction to Machine Learning, Third Edition by Miroslav Kubat
English | PDF,EPUB | 2021 | 458 Pages | ISBN : 3030819345 | 19.9 MB

This textbook offers a comprehensive introduction to Machine Learning techniques and algorithms. This Third Edition covers newer approaches that have become highly topical, including deep learning, and auto-encoding, introductory information about temporal learning and hidden Markov models, and a much more detailed treatment of reinforcement learning. The book is written in an easy-to-understand manner with many examples and pictures, and with a lot of practical advice and discussions of simple applications.

Data Science

Posted By: AvaxGenius
Data Science

Data Science: 7th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2021, Taiyuan, China, September 17–20, 2021, Proceedings, Part II by Jianchao Zeng
English | PDF | 2021 | 532 Pages | ISBN : 9811659427 | 64.4 MB

This two volume set (CCIS 1451 and 1452) constitutes the refereed proceedings of the 7th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2021 held in Taiyuan, China, in September 2021.

Data Science

Posted By: AvaxGenius
Data Science

Data Science: 7th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2021, Taiyuan, China, September 17–20, 2021, Proceedings, Part I by Jianchao Zeng
English | PDF | 2021 | 557 Pages | ISBN : 9811659397 | 61.4 MB

This two volume set (CCIS 1451 and 1452) constitutes the refereed proceedings of the 7th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2021 held in Taiyuan, China, in September 2021.

Biometric Recognition

Posted By: AvaxGenius
Biometric Recognition

Biometric Recognition: 15th Chinese Conference, CCBR 2021, Shanghai, China, September 10–12, 2021, Proceedings by Jianjiang Feng
English | PDF | 2021 | 502 Pages | ISBN : 3030866076 | 71 MB

The LNCS volume 12878 constitutes the proceedings of the 15th Chinese Conference on Biometric Recognition, held in Shanghai, China, in September 2021.

Artificial Neural Networks and Machine Learning – ICANN 2021

Posted By: AvaxGenius
Artificial Neural Networks and Machine Learning – ICANN 2021

Artificial Neural Networks and Machine Learning – ICANN 2021: 30th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 14–17, 2021, Proceedings, Part V by Igor Farkaš
English | PDF | 2021 | 704 Pages | ISBN : 3030863824 | 72.3 MB

The proceedings set LNCS 12891, LNCS 12892, LNCS 12893, LNCS 12894 and LNCS 12895 constitute the proceedings of the 30th International Conference on Artificial Neural Networks, ICANN 2021, held in Bratislava, Slovakia, in September 2021.* The total of 265 full papers presented in these proceedings was carefully reviewed and selected from 496 submissions, and organized in 5 volumes.

Artificial Neural Networks and Machine Learning – ICANN 2021

Posted By: AvaxGenius
Artificial Neural Networks and Machine Learning – ICANN 2021

Artificial Neural Networks and Machine Learning – ICANN 2021: 30th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 14–17, 2021, Proceedings, Part III by Igor Farkaš
English | PDF | 2021 | 708 Pages | ISBN : 3030863646 | 87.7 MB

The proceedings set LNCS 12891, LNCS 12892, LNCS 12893, LNCS 12894 and LNCS 12895 constitute the proceedings of the 30th International Conference on Artificial Neural Networks, ICANN 2021, held in Bratislava, Slovakia, in September 2021.* The total of 265 full papers presented in these proceedings was carefully reviewed and selected from 496 submissions, and organized in 5 volumes.

Machine Learning and Knowledge Discovery in Databases. Research Track

Posted By: AvaxGenius
Machine Learning and Knowledge Discovery in Databases. Research Track

Machine Learning and Knowledge Discovery in Databases. Research Track: European Conference, ECML PKDD 2021, Bilbao, Spain, September 13–17, 2021, Proceedings, Part III by Nuria Oliver
English | PDF | 2021 | 857 Pages | ISBN : 3030865223 | 92 MB

The multi-volume set LNAI 12975 until 12979 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2021, which was held during September 13-17, 2021. The conference was originally planned to take place in Bilbao, Spain, but changed to an online event due to the COVID-19 pandemic.

Progress in Artificial Intelligence

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Progress in Artificial Intelligence

Progress in Artificial Intelligence: 20th EPIA Conference on Artificial Intelligence, EPIA 2021, Virtual Event, September 7–9, 2021, Proceedings by Goreti Marreiros
English | PDF | 2021 | 815 Pages | ISBN : 3030862291 | 65.9 MB

This book constitutes the refereed proceedings of the 20th EPIA Conference on Artificial Intelligence, EPIA 2021, held virtually in September 2021.

Intelligent Computing Theories and Application

Posted By: AvaxGenius
Intelligent Computing Theories and Application

Intelligent Computing Theories and Application: 17th International Conference, ICIC 2021, Shenzhen, China, August 12–15, 2021, Proceedings, Part II by De-Shuang Huang
English | PDF | 2021 | 778 Pages | ISBN : 3030845281 | 87.2 MB

This two-volume set of LNCS 12836 and LNCS 12837 constitutes - in conjunction with the volume LNAI 12838 - the refereed proceedings of the 17th International Conference on Intelligent Computing, ICIC 2021, held in Shenzhen, China in August 2021. The 192 full papers of the three proceedings volumes were carefully reviewed and selected from 458 submissions.

Sliding Mode Control Methodology in the Applications of Industrial Power Systems (Repost)

Posted By: AvaxGenius
Sliding Mode Control Methodology in the Applications of Industrial Power Systems (Repost)

Sliding Mode Control Methodology in the Applications of Industrial Power Systems by Jianxing Liu
English | PDF | 2019 | 205 Pages | ISBN : 3030306542 | 8 MB

This book presents recent advanced techniques in sliding mode control and observer design for industrial power systems, focusing on their applications in polymer electrolyte membrane fuel cells and power converters. Readers will find not only valuable new fault detection and isolation techniques based on sliding mode control and observers, but also a number of robust control and estimation methodologies combined with fuzzy neural networks and extended state observer methods.

Artificial Intelligence for Smarter Power Systems: Fuzzy logic and neural networks

Posted By: yoyoloit
Artificial Intelligence for Smarter Power Systems: Fuzzy logic and neural networks

Artificial Intelligence for Smarter Power Systems
by Simões, Marcelo Godoy;

English | 2021 | ISBN: 1839530006 | 274 pages | True EPUB | 8.8 MB

Advances and Trends in Artificial Intelligence. From Theory to Practice

Posted By: AvaxGenius
Advances and Trends in Artificial Intelligence. From Theory to Practice

Advances and Trends in Artificial Intelligence. From Theory to Practice: 34th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2021, Kuala Lumpur, Malaysia, July 26–29, 2021, Proceedings, Part II by 1Hamido Fujita
English | EPUB | 2021 | 644 Pages | ISBN : 3030794628 | 74.6 MB

This two-volume set of LNAI 12798 and 12799 constitutes the thoroughly refereed proceedings of the 34th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2021, held virtually and in Kuala Lumpur, Malaysia, in July 2021.

Computational Science - ICCS 2021

Posted By: AvaxGenius
Computational Science - ICCS 2021

Computational Science - ICCS 2021: 21st International Conference, Krakow, Poland, June 16–18, 2021, Proceedings, Part VI by Maciej Paszynski
English | EPUB | 2021 | 722 Pages | ISBN : 3030779793 | 94.7 MB

The six-volume set LNCS 12742, 12743, 12744, 12745, 12746, and 12747 constitutes the proceedings of the 21st International Conference on Computational Science, ICCS 2021, held in Krakow, Poland, in June 2021.*

Reproducible Research in Pattern Recognition

Posted By: AvaxGenius
Reproducible Research in Pattern Recognition

Reproducible Research in Pattern Recognition: Third International Workshop, RRPR 2021, Virtual Event, January 11, 2021, Revised Selected Papers by Bertrand Kerautret
English | EPUB | 2021 | 180 Pages | ISBN : 3030764222 | 37.1 MB

This book constitutes the thoroughly refereed post-workshop proceedings of the Third International Workshop on Reproducible Research in Pattern Recognition, RRPR 2021, held as a virtual event, in January 2021.
The 8 revised full papers, presented together with 6 short papers, were carefully reviewed and selected from 18 submissions.

Advances and Trends in Artificial Intelligence. From Theory to Practice

Posted By: AvaxGenius
Advances and Trends in Artificial Intelligence. From Theory to Practice

Advances and Trends in Artificial Intelligence. From Theory to Practice: 34th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2021, Kuala Lumpur, Malaysia, July 26–29, 2021, Proceedings, Part II by 1Hamido Fujita
English | PDF | 2021 | 644 Pages | ISBN : 3030794628 | 57.5 MB

This two-volume set of LNAI 12798 and 12799 constitutes the thoroughly refereed proceedings of the 34th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2021, held virtually and in Kuala Lumpur, Malaysia, in July 2021.