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Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow

by Aurélien Géron ...

Through a recent series of breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This bestselling book uses concrete examples, minimal theory, and production-ready Python frameworks (Scikit-Learn, Keras, and TensorFlow) ... Read more

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Through a recent series of breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This bestselling book uses concrete examples, minimal theory, and production-ready Python frameworks (Scikit-Learn, Keras, and TensorFlow)
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HCI in Games

6th International Conference, HCI-Games 2024, Held as Part of the 26th HCI International Conference, HCII 2024, Washington, DC, USA, June 29–July 4, 2024, Proceedings, Part II

Edited by Xiaowen Fang ...

Series Book 2 - Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings of the 6th International Conference on HCI in Games, held as part of the 26th International Conference, HCI International 2024, which took place in Washington DC, USA, during June 29 - July 4, 2024.The total of 1271 papers and 309 posters included in the HCII 2024 proceedings was carefully reviewed and selected from 5108 submissions.The two volume set ... Read more

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This book constitutes the refereed proceedings of the 6th International Conference on HCI in Games, held as part of the 26th International Conference, HCI International 2024, which took place in Washington DC, USA, during June 29 - July 4, 2024.The total of 1271 papers and 309 posters included in the HCII 2024 proceedings was carefully reviewed and selected from 5108 submissions.The two volume set
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Pattern Recognition And Big Data

by Sankar Kumar Pal, Amita Pal ...

Containing twenty six contributions by experts from all over the world, this book presents both research and review material describing the evolution and recent developments of various pattern recognition methodologies, ranging from statistical, linguistic, fuzzy-set-theoretic, neural, evolutionary computing and rough-set-theoretic to hybrid soft computing, with significant real-life applications ... Read more

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Containing twenty six contributions by experts from all over the world, this book presents both research and review material describing the evolution and recent developments of various pattern recognition methodologies, ranging from statistical, linguistic, fuzzy-set-theoretic, neural, evolutionary computing and rough-set-theoretic to hybrid soft computing, with significant real-life applications
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Chinese Lexical Semantics

23rd Workshop, CLSW 2022, Virtual Event, May 14–15, 2022, Revised Selected Papers, Part II

Edited by Qi Su, Ge Xu, Xiaoyan Yang ...

Series Book 2 - Springer Nature Proceedings Computer Science
The two-volume set LNAI 13495 and LNAI 13496, constitute the refereed post-workshop proceedings of the 23rd Chinese Lexical Semantics Workshop, CLSW 2022, held as a virtual event, during May 14-15, 2022.In total the two-volume set includes 39 full papers and 19 short papers which were carefully reviewed and selected from 214 submissions. They are organized in the following topical sections: ... Read more

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The two-volume set LNAI 13495 and LNAI 13496, constitute the refereed post-workshop proceedings of the 23rd Chinese Lexical Semantics Workshop, CLSW 2022, held as a virtual event, during May 14-15, 2022.In total the two-volume set includes 39 full papers and 19 short papers which were carefully reviewed and selected from 214 submissions. They are organized in the following topical sections:
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Graph Drawing and Network Visualization

31st International Symposium, GD 2023, Isola delle Femmine, Palermo, Italy, September 20–22, 2023, Revised Selected Papers, Part I

Edited by Michael A. Bekos, Markus Chimani ...

Series Book 1 - Springer Nature Proceedings Computer Science
This two-volume set LNCS 14465-14466 constitutes the proceedings of the 31st International Symposium on Graph Drawing and Network Visualization, GD 2023, held in Isola delle Femmine, Palermo, Italy, in September 2023.The 31 full papers, 7 short papers, presented together with 2 invited talks, and one contest report, were thoroughly reviewed and selected from the 100 submissions. The abstracts of ... Read more

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This two-volume set LNCS 14465-14466 constitutes the proceedings of the 31st International Symposium on Graph Drawing and Network Visualization, GD 2023, held in Isola delle Femmine, Palermo, Italy, in September 2023.The 31 full papers, 7 short papers, presented together with 2 invited talks, and one contest report, were thoroughly reviewed and selected from the 100 submissions. The abstracts of
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Advanced Intelligent Computing Technology and Applications

20th International Conference, ICIC 2024, Tianjin, China, August 5–8, 2024, Proceedings, Part III

Edited by De-Shuang Huang, Zhanjun Si, Qinhu Zhang ...

Series Book 3 - Springer Nature Proceedings Computer Science
This 6-volume set LNAI 14875-14880 constitutes - in conjunction with the 13-volume set LNCS 14862-14874 and the 2-volume set LNBI 14881-14882 - the refereed proceedings of the 20th International Conference on Intelligent Computing, ICIC 2024, held in Tianjin, China, during August 5-8, 2024.The total of 863 regular papers were carefully reviewed and selected from 2189 submissions.The intelligent ... Read more

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This 6-volume set LNAI 14875-14880 constitutes - in conjunction with the 13-volume set LNCS 14862-14874 and the 2-volume set LNBI 14881-14882 - the refereed proceedings of the 20th International Conference on Intelligent Computing, ICIC 2024, held in Tianjin, China, during August 5-8, 2024.The total of 863 regular papers were carefully reviewed and selected from 2189 submissions.The intelligent
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Interactivity, Game Creation, Design, Learning, and Innovation

6th International Conference, ArtsIT 2017, and Second International Conference, DLI 2017, Heraklion, Crete, Greece, October 30–31, 2017, Proceedings

Edited by Anthony L. Brooks, Eva Brooks, Nikolas Vidakis ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the proceedings of two conferences: The 6th International Conference on ArtsIT, Interactivity and Game Creation (ArtsIT 2017) and the Second International Conference on Design, Learning and Innovation (DLI 2017).The event was hosted in Heraklion, Crete, Greece, in October 2017 and attracted 65 submissions from which 50 full papers were selected for publication in this book. ... Read more

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This book constitutes the proceedings of two conferences: The 6th International Conference on ArtsIT, Interactivity and Game Creation (ArtsIT 2017) and the Second International Conference on Design, Learning and Innovation (DLI 2017).The event was hosted in Heraklion, Crete, Greece, in October 2017 and attracted 65 submissions from which 50 full papers were selected for publication in this book.
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6GN for Future Wireless Networks

6th EAI International Conference, 6GN 2023, Shanghai, China, October 7-8, 2023, Proceedings, Part II

Edited by Jingchao Li, Bin Zhang, Yulong Ying ...

Series Book 2 - Springer Nature Proceedings Computer Science
This 2-volume set constitutes the proceedings of the 6th EAI International Conference on 6GN for Future Wireless Networks, 6GN 2023, held in Shanghai, China, in October 7-8, 2023.The 60 full papers were selected from 151 submissions and present the state of the art and practical applications of 6G technologies. The papers are arranged thematically in tracks as follows: intelligent systems; big ... Read more

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This 2-volume set constitutes the proceedings of the 6th EAI International Conference on 6GN for Future Wireless Networks, 6GN 2023, held in Shanghai, China, in October 7-8, 2023.The 60 full papers were selected from 151 submissions and present the state of the art and practical applications of 6G technologies. The papers are arranged thematically in tracks as follows: intelligent systems; big
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Neural Information Processing

32nd International Conference, ICONIP 2025, Okinawa, Japan, November 20–24, 2025, Proceedings, Part III

Edited by Tadahiro Taniguchi, Chi Sing Andrew Leung, Tadashi Kozuno, Junichiro Yoshimoto, Mufti Mahmud, Maryam Doborjeh, Kenji Doya ...

Series Book 3 - Springer Nature Proceedings Computer Science
The 6-volume set constitutes the refereed proceedings of the 32nd International Conference on Neural Information Processing, ICONIP 2025, held in Okinawa, Japan, in November 2025.The 197 full papers presented in this book were carefully selected and reviewed from 1092 submissions. ... Read more

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The 6-volume set constitutes the refereed proceedings of the 32nd International Conference on Neural Information Processing, ICONIP 2025, held in Okinawa, Japan, in November 2025.The 197 full papers presented in this book were carefully selected and reviewed from 1092 submissions.
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Artificial Intelligence

Third CAAI International Conference, CICAI 2023, Fuzhou, China, July 22–23, 2023, Revised Selected Papers, Part II

Edited by Lu Fang, Guangtao Zhai, Ruiping Wang, Jian Pei ...

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This two-volume set LNAI 14473-14474 constitutes revised selected papers presented at the Third CAAI International Conference, CICAI 2023, in Fuzhou, China, in July 2023. CICAI is a summit forum in the field of artificial intelligence and the 2023 forum was hosted by Chinese Association for Artificial Intelligence (CAAI). The 100 papers were thoroughly reviewed and selected from 376 submissions. ... Read more

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This two-volume set LNAI 14473-14474 constitutes revised selected papers presented at the Third CAAI International Conference, CICAI 2023, in Fuzhou, China, in July 2023. CICAI is a summit forum in the field of artificial intelligence and the 2023 forum was hosted by Chinese Association for Artificial Intelligence (CAAI). The 100 papers were thoroughly reviewed and selected from 376 submissions.
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Pattern Recognition

44th DAGM German Conference, DAGM GCPR 2022, Konstanz, Germany, September 27–30, 2022, Proceedings

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This book constitutes the refereed proceedings of the 44th DAGM German Conference on Pattern Recognition, DAGM GCPR 2022, which was held during September 27 – 30, 2022.The 37 papers presented in this volume were carefully reviewed and selected from 78 submissions. They were organized in topical sections as follows: machine learning methods; unsupervised, semi-supervised and transfer learning; ... Read more

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This book constitutes the refereed proceedings of the 44th DAGM German Conference on Pattern Recognition, DAGM GCPR 2022, which was held during September 27 – 30, 2022.The 37 papers presented in this volume were carefully reviewed and selected from 78 submissions. They were organized in topical sections as follows: machine learning methods; unsupervised, semi-supervised and transfer learning;
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Progress in Image Processing, Pattern Recognition and Communication Systems

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Edited by Michal Choraś, Ryszard S. Choraś, Marek Kurzyński, Paweł Trajdos, Jerzy Pejaś, Tomasz Hyla ...

Series series Springer Nature Proceedings excluding Computer Science
This book presents a collection of high-quality research papers accepted to multi-conference consisting of International Conference on Image Processing and Communications (IP&C 2021), International Conference on Computer Recognition Systems (CORES 2021), International Conference on Advanced Computer Systems (ACS 2021) held jointly in Bydgoszcz, Poland (virtually), in June 2021.The accepted papers ... Read more

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This book presents a collection of high-quality research papers accepted to multi-conference consisting of International Conference on Image Processing and Communications (IP&C 2021), International Conference on Computer Recognition Systems (CORES 2021), International Conference on Advanced Computer Systems (ACS 2021) held jointly in Bydgoszcz, Poland (virtually), in June 2021.The accepted papers
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Information and Communications Security

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Edited by Cristina Alcaraz, Liqun Chen, Shujun Li, Pierangela Samarati ...

Series series Springer Nature Proceedings Computer Science
This LNCS 13407 constitutes the refereed proceedings of the 24th International Conference on Information and Communications Security, ICICS 2022, held in Canterbury, UK,, in September 2022.The 34 revised full papers presented in the book were carefully selected from 150 submissionsThe papers are organized around the following topics: Cryptography, Authentication, Privacy and Anonymity, Attacks and ... Read more

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This LNCS 13407 constitutes the refereed proceedings of the 24th International Conference on Information and Communications Security, ICICS 2022, held in Canterbury, UK,, in September 2022.The 34 revised full papers presented in the book were carefully selected from 150 submissionsThe papers are organized around the following topics: Cryptography, Authentication, Privacy and Anonymity, Attacks and
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Virtual, Augmented and Mixed Reality

16th International Conference, VAMR 2024, Held as Part of the 26th HCI International Conference, HCII 2024, Washington, DC, USA, June 29 – July 4, 2024, Proceedings, Part II

Edited by Jessie Y. C. Chen, Gino Fragomeni ...

Series Book 2 - Springer Nature Proceedings Computer Science
This three-volume set LNCS 14706-14708 constitutes the refereed proceedings of the 16th International Conference on Virtual, Augmented and Mixed Reality, VAMR 2024, held as part of the 26th International Conference, HCI International 2024, in Washington, DC, USA, during June 29 – July 4, 2024.The total of 1271 papers and 309 posters included in the HCII 2024 proceedings was carefully reviewed and ... Read more

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This three-volume set LNCS 14706-14708 constitutes the refereed proceedings of the 16th International Conference on Virtual, Augmented and Mixed Reality, VAMR 2024, held as part of the 26th International Conference, HCI International 2024, in Washington, DC, USA, during June 29 – July 4, 2024.The total of 1271 papers and 309 posters included in the HCII 2024 proceedings was carefully reviewed and
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Feature and Dimensionality Reduction for Clustering with Deep Learning

by Frederic Ros, Rabia Riad ...

Series series Engineering (R0)
This book presents an overview of recent methods of feature selection and dimensionality reduction that are based on Deep Neural Networks (DNNs) for a clustering perspective, with particular attention to the knowledge discovery question. The authors first present a synthesis of the major recent influencing techniques and "tricks" participating in recent advances in deep clustering, as well as a ... Read more

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This book presents an overview of recent methods of feature selection and dimensionality reduction that are based on Deep Neural Networks (DNNs) for a clustering perspective, with particular attention to the knowledge discovery question. The authors first present a synthesis of the major recent influencing techniques and "tricks" participating in recent advances in deep clustering, as well as a
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Deep Learning in Solar Astronomy

by Long Xu, Yihua Yan, Xin Huang ...

Series series Computer Science (R0)
The volume of data being collected in solar astronomy has exponentially increased over the past decade and we will be entering the age of petabyte solar data. Deep learning has been an invaluable tool exploited to efficiently extract key information from the massive solar observation data, to solve the tasks of data archiving/classification, object detection and recognition.Astronomical study ... Read more

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The volume of data being collected in solar astronomy has exponentially increased over the past decade and we will be entering the age of petabyte solar data. Deep learning has been an invaluable tool exploited to efficiently extract key information from the massive solar observation data, to solve the tasks of data archiving/classification, object detection and recognition.Astronomical study
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Data Augmentation, Labelling, and Imperfections

Third MICCAI Workshop, DALI 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023, Proceedings

Edited by Yuan Xue, Chen Chen, Chao Chen, Lianrui Zuo, Yihao Liu ...

Series series Springer Nature Proceedings Computer Science
This LNCS conference volume constitutes the proceedings of the 3rd International Workshop onData Augmentation, Labeling, and Imperfections (DALI 2023), held on October 12, 2023, in Vancouver, Canada, in conjunction with the 26th InternationalConference on Medical Image Computing and Computer Assisted Intervention(MICCAI 2023). The 16 full papers together in this volume were carefully reviewed and ... Read more

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This LNCS conference volume constitutes the proceedings of the 3rd International Workshop onData Augmentation, Labeling, and Imperfections (DALI 2023), held on October 12, 2023, in Vancouver, Canada, in conjunction with the 26th InternationalConference on Medical Image Computing and Computer Assisted Intervention(MICCAI 2023). The 16 full papers together in this volume were carefully reviewed and
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Machine Vision Algorithms in Java

Techniques and Implementation

by Paul F. Whelan, Derek Molloy ...

Machine Vision Algorithms in Java provides a comprehensive introduction to the algorithms and techniques associated with machine vision systems. The Java programming language is also introduced, with particular reference to its imaging capabilities. The book contains explanations of key machine vision techniques and algorithms, along with the associated Java source code.Special features include:- ... Read more

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Machine Vision Algorithms in Java provides a comprehensive introduction to the algorithms and techniques associated with machine vision systems. The Java programming language is also introduced, with particular reference to its imaging capabilities. The book contains explanations of key machine vision techniques and algorithms, along with the associated Java source code.Special features include:-
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The Fundamentals of Modern Statistical Genetics

by Nan M. Laird, Christoph Lange ...

Series series Mathematics and Statistics (R0)
This book covers the statistical models and methods that are used to understand human genetics, following the historical and recent developments of human genetics. Starting with Mendel’s first experiments to genome-wide association studies, the book describes how genetic information can be incorporated into statistical models to discover disease genes. All commonly used approaches in statistical ... Read more

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This book covers the statistical models and methods that are used to understand human genetics, following the historical and recent developments of human genetics. Starting with Mendel’s first experiments to genome-wide association studies, the book describes how genetic information can be incorporated into statistical models to discover disease genes. All commonly used approaches in statistical
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Games and Learning Alliance

10th International Conference, GALA 2021, La Spezia, Italy, December 1–2, 2021, Proceedings

Edited by Francesca de Rosa, Iza Marfisi Schottman, Jannicke Baalsrud Hauge, Francesco Bellotti, Pierpaolo Dondio, Margarida Romero ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings of the 10th International Conference on Games and Learning Alliance, GALA 2021, held in La Spezia, Italy, in December 2021.The 21 full papers and 10 short papers were carefully reviewed and selected from 50 submissions. The papers cover a broad spectrum of topics: Serious Games Applications; Serious Game to Improve Literacy; Technology used for ... Read more

54,37 €

This book constitutes the refereed proceedings of the 10th International Conference on Games and Learning Alliance, GALA 2021, held in La Spezia, Italy, in December 2021.The 21 full papers and 10 short papers were carefully reviewed and selected from 50 submissions. The papers cover a broad spectrum of topics: Serious Games Applications; Serious Game to Improve Literacy; Technology used for
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Image Processing And Analysis: A Primer

by Georgy Gimel'farb, Patrice Delmas ...

Series Book 3 - Primers In Electronics And Computer Science
This textbook guides readers through their first steps into the challenging world of mimicking human vision with computational tools and techniques pertaining to the field of image processing and analysis. While today's theoretical and applied processing and analysis of images meet with challenging and complex problems, this primer is confined to a much simpler, albeit critical, collection of ... Read more

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This textbook guides readers through their first steps into the challenging world of mimicking human vision with computational tools and techniques pertaining to the field of image processing and analysis. While today's theoretical and applied processing and analysis of images meet with challenging and complex problems, this primer is confined to a much simpler, albeit critical, collection of
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Advanced Data Mining and Applications

19th International Conference, ADMA 2023, Shenyang, China, August 21–23, 2023, Proceedings, Part III

Edited by Xiaochun Yang, Heru Suhartanto, Guoren Wang, Bin Wang, Jing Jiang, Bing Li, Huaijie Zhu, Ningning Cui ...

Series Book 3 - Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings of the 19th International Conference on Advanced Data Mining and Applications, ADMA 2023, held in Shenyang, China, during August 21–23, 2023.The 216 full papers included in this book were carefully reviewed and selected from 503 submissions. They were organized in topical sections as follows: Data mining foundations, Grand challenges of data mining, ... Read more

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This book constitutes the refereed proceedings of the 19th International Conference on Advanced Data Mining and Applications, ADMA 2023, held in Shenyang, China, during August 21–23, 2023.The 216 full papers included in this book were carefully reviewed and selected from 503 submissions. They were organized in topical sections as follows: Data mining foundations, Grand challenges of data mining,
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Distributed Computing and Intelligent Technology

19th International Conference, ICDCIT 2023, Bhubaneswar, India, January 18–22, 2023, Proceedings

Edited by Anisur Rahaman Molla, Gokarna Sharma, Pradeep Kumar, Sanjay Rawat ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the proceedings of the 19th International Conference on Distributed Computing and Intelligent Technology, ICDCIT 2023, which was held in Bhubaneswar, India, in January 2023.The 20 full papers and 9 short papers presented in this volume were carefully reviewed and selected from 55 submissions. The papers are organized in the following topical sections: Invited Talks; ... Read more

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This book constitutes the proceedings of the 19th International Conference on Distributed Computing and Intelligent Technology, ICDCIT 2023, which was held in Bhubaneswar, India, in January 2023.The 20 full papers and 9 short papers presented in this volume were carefully reviewed and selected from 55 submissions. The papers are organized in the following topical sections: Invited Talks;
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Scanning Technologies for Autonomous Systems

Edited by Julio C. Rodríguez-Quiñonez, Wendy Flores-Fuentes, Moises J. Castro-Toscano, Oleg Sergiyenko ...

Series series Intelligent Technologies and Robotics (R0)
This book provides the theory, methodology, and uses of scanning technologies for the application of autonomous systems. The authors provide readers with an understanding of different technologies and methods to perform scanning technologies and their optimal application depending on the kind of autonomous system. Also, the book presents a compilation of original high-quality contributions and ... Read more

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This book provides the theory, methodology, and uses of scanning technologies for the application of autonomous systems. The authors provide readers with an understanding of different technologies and methods to perform scanning technologies and their optimal application depending on the kind of autonomous system. Also, the book presents a compilation of original high-quality contributions and
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Recommended For You

Computer Vision eBooks

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow

HCI in Games

Pattern Recognition And Big Data

Chinese Lexical Semantics

Graph Drawing and Network Visualization

Advanced Intelligent Computing Technology and Applications

Interactivity, Game Creation, Design, Learning, and Innovation

6GN for Future Wireless Networks

Neural Information Processing

Artificial Intelligence

Pattern Recognition

Progress in Image Processing, Pattern Recognition and Communication Systems

Information and Communications Security

Virtual, Augmented and Mixed Reality

Feature and Dimensionality Reduction for Clustering with Deep Learning

Deep Learning in Solar Astronomy

Data Augmentation, Labelling, and Imperfections

Machine Vision Algorithms in Java

The Fundamentals of Modern Statistical Genetics

Games and Learning Alliance

Image Processing And Analysis: A Primer

Advanced Data Mining and Applications

Distributed Computing and Intelligent Technology

Scanning Technologies for Autonomous Systems