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Series series Artificial Intelligence (R0)
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This book is a practical resource designed to help developers master the art of building sophisticated AI agents. As artificial intelligence evolves from simple reactive programs to autonomous entities capable of understanding context and making complex decisions, this book provides the essential Design Patterns and proven techniques needed to construct intelligent systems effectively. Each of the
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Learning Microsoft Cognitive Services

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by Leif Larsen Henning Larsen ...

Learn to build interactive and efficient applications by leveraging 24 effective cognitive services APIs powered by MicrosoftKey Features\[\*\] Explore the capabilities of 24 of the APIs released as part of the Cognitive Services platform\[\*\] Build intelligent apps that combine the power of computer vision, speech recognition, and language processing\[\*\] Give your apps human-like cognitive ... Read more

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Learn to build interactive and efficient applications by leveraging 24 effective cognitive services APIs powered by MicrosoftKey Features\[\*\] Explore the capabilities of 24 of the APIs released as part of the Cognitive Services platform\[\*\] Build intelligent apps that combine the power of computer vision, speech recognition, and language processing\[\*\] Give your apps human-like cognitive
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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) ... 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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Visual Analysis of Behaviour

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Series series Computer Science (R0)
This book presents a comprehensive treatment of visual analysis of behaviour from computational-modelling and algorithm-design perspectives. Topics: covers learning-group activity models, unsupervised behaviour profiling, hierarchical behaviour discovery, learning behavioural context, modelling rare behaviours, and “man-in-the-loop” active learning; examines multi-camera behaviour correlation, ... Read more

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This book presents a comprehensive treatment of visual analysis of behaviour from computational-modelling and algorithm-design perspectives. Topics: covers learning-group activity models, unsupervised behaviour profiling, hierarchical behaviour discovery, learning behavioural context, modelling rare behaviours, and “man-in-the-loop” active learning; examines multi-camera behaviour correlation,
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Unmanned Systems

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by Jie Chen, Ben M Chen, Lihua Xie ...

Launched in 2013, the journal Unmanned Systems has published more than 200 articles reporting on the state-of-art development in the field. This review volume has selected the 15 best articles of the journal to mark its 10-year anniversary as well as the progress achieved in the field of unmanned systems in the last decade.The articles selected in this celebratory volume cover all subjects related ... Read more

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Launched in 2013, the journal Unmanned Systems has published more than 200 articles reporting on the state-of-art development in the field. This review volume has selected the 15 best articles of the journal to mark its 10-year anniversary as well as the progress achieved in the field of unmanned systems in the last decade.The articles selected in this celebratory volume cover all subjects related
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Over 60 practical recipes to help you master Google's TensorFlow machine learning library

by Nick McClure ...

Explore machine learning concepts using the latest numerical computing library — TensorFlow — with the help of this comprehensive cookbookKey Features\[\*\] Your quick guide to implementing TensorFlow in your day-to-day machine learning activities\[\*\] Learn advanced techniques that bring more accuracy and speed to machine learning\[\*\] Upgrade your knowledge to the second generation of machine ... Read more

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Grammatical Inference

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by Wojciech Wieczorek ...

Series series Engineering (R0)
This book focuses on grammatical inference, presenting classic and modern methods of grammatical inference from the perspective of practitioners. To do so, it employs the Python programming language to present all of the methods discussed.Grammatical inference is a field that lies at the intersection of multiple disciplines, with contributions from computational linguistics, pattern recognition, ... Read more

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This book focuses on grammatical inference, presenting classic and modern methods of grammatical inference from the perspective of practitioners. To do so, it employs the Python programming language to present all of the methods discussed.Grammatical inference is a field that lies at the intersection of multiple disciplines, with contributions from computational linguistics, pattern recognition,
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Digital images play a significant role in representing useful information; however, they may get distorted while passing through several operational stages, such as image acquisition, compression, transmission, processing, and reconstruction. Similarly, during the transmission of images, some data may be lost and the quality of the image may degrade due to bandwidth limitation. The use of ... Read more

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Serious Games, Interaction and Simulation

6th International Conference, SGAMES 2016, Porto, Portugal, June 16-17, 2016, Revised Selected Papers

Edited by Carlos Vaz de Carvalho, Paula Escudeiro, António Coelho ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the thoroughly refereed post-conference proceedings of the 6th International Conference on Serious Games, Interaction and Simulation, SGAMES 2016, held in Porto, Portugal, in June 2016.The 19 revised full papers presented together with 2 keynote papers and an editorial introduction were carefully reviewed and selected from all the submissions. The papers cover areas like ... Read more

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Machine Learning for Biomedical Applications

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Series series Computer Science (R0)
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Cognitively Inspired Audiovisual Speech Filtering

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This book presents a summary of the cognitively inspired basis behind multimodal speech enhancement, covering the relationship between audio and visual modalities in speech, as well as recent research into audiovisual speech correlation. A number of audiovisual speech filtering approaches that make use of this relationship are also discussed. A novel multimodal speech enhancement system, making
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Interpretability of Machine Intelligence in Medical Image Computing

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Series series Springer Nature Proceedings Computer Science
This book constitutes the refereed joint proceedings of the 5th International Workshop on Interpretability of Machine Intelligence in Medical Image Computing, iMIMIC 2022, held in September 2022, in conjunction with the 25th International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2022.The 10 full papers presented at iMIMIC 2022 were carefully reviewed and selected ... Read more

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Applied Computing to Support Industry: Innovation and Technology

First International Conference, ACRIT 2019, Ramadi, Iraq, September 15–16, 2019, Revised Selected Papers

Edited by Mohammed I. Khalaf, Dhiya Al-Jumeily, Alexei Lisitsa ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings of the First International Conference on Applied Computing to Support Industry: Innovation and Technology, ACRIT 2019, held in Ramadi, Iraq, in September 2019.The 38 revised full papers and 1 short paper were carefully reviewed and selected from 159 submissions. The papers of this volume are organized in topical sections on theory, methods and tools ... Read more

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This book constitutes the refereed proceedings of the First International Conference on Applied Computing to Support Industry: Innovation and Technology, ACRIT 2019, held in Ramadi, Iraq, in September 2019.The 38 revised full papers and 1 short paper were carefully reviewed and selected from 159 submissions. The papers of this volume are organized in topical sections on theory, methods and tools
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Reproducible Research in Pattern Recognition

Second International Workshop, RRPR 2018, Beijing, China, August 20, 2018, Revised Selected Papers

Edited by Bertrand Kerautret, Miguel Colom, Daniel Lopresti, Pascal Monasse, Hugues Talbot ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the thoroughly refereed post-workshop proceedings of the Second International Workshop on Reproducible Research in Pattern Recognition, RRPR 2018, in Beijing, China in August 2018.The 8 revised full papers, presented together 6 short papers, were carefully reviewed and selected from 14 submissions. This year the workshop did focus on Digital Geometry and Mathematical ... Read more

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This book constitutes the thoroughly refereed post-workshop proceedings of the Second International Workshop on Reproducible Research in Pattern Recognition, RRPR 2018, in Beijing, China in August 2018.The 8 revised full papers, presented together 6 short papers, were carefully reviewed and selected from 14 submissions. This year the workshop did focus on Digital Geometry and Mathematical
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Intelligent Information Processing IX

10th IFIP TC 12 International Conference, IIP 2018, Nanning, China, October 19-22, 2018, Proceedings

Edited by Zhongzhi Shi, Eunika Mercier-Laurent, Jiuyong Li ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings of the 10th IFIP TC 12 International Conference on Intelligent Information Processing, IIP 2018, held in Nanning, China, in October 2018.The 37 full papers and 8 short papers presented were carefully reviewed and selected from 80 submissions. They are organized in topical sections on machine learning, deep learning, multi-agent systems, neural ... Read more

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This book constitutes the refereed proceedings of the 10th IFIP TC 12 International Conference on Intelligent Information Processing, IIP 2018, held in Nanning, China, in October 2018.The 37 full papers and 8 short papers presented were carefully reviewed and selected from 80 submissions. They are organized in topical sections on machine learning, deep learning, multi-agent systems, neural
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Pattern Recognition Applications and Methods

7th International Conference, ICPRAM 2018, Funchal, Madeira, Portugal, January 16-18, 2018, Revised Selected Papers

Edited by Maria De Marsico, Gabriella Sanniti di Baja, Ana Fred ...

Series series Springer Nature Proceedings Computer Science
This book contains revised and extended versions of selected papers from the 7th International Conference on Pattern Recognition, ICPRAM 2018, held in Porto, Portugal, in January 2018. The 10 full papers presented were carefully reviewed and selected from 102 initial submissions.The core of ICPRAM is intended to include theoretical studies yielding new insights in Pattern Recognition methods, as ... Read more

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This book contains revised and extended versions of selected papers from the 7th International Conference on Pattern Recognition, ICPRAM 2018, held in Porto, Portugal, in January 2018. The 10 full papers presented were carefully reviewed and selected from 102 initial submissions.The core of ICPRAM is intended to include theoretical studies yielding new insights in Pattern Recognition methods, as
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Genetic Programming

22nd European Conference, EuroGP 2019, Held as Part of EvoStar 2019, Leipzig, Germany, April 24–26, 2019, Proceedings

Edited by Lukas Sekanina, Ting Hu, Nuno Lourenço, Hendrik Richter, Pablo García-Sánchez ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings of the 22nd European Conference on Genetic Programming, EuroGP 2019, held as part of Evo* 2019, in Leipzig, Germany, in April 2019, co-located with the Evo* events EvoCOP, EvoMUSART, and EvoApplications.The 12 revised full papers and 6 short papers presented in this volume were carefully reviewed and selected from 36 submissions. They cover a wide ... Read more

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This book constitutes the refereed proceedings of the 22nd European Conference on Genetic Programming, EuroGP 2019, held as part of Evo* 2019, in Leipzig, Germany, in April 2019, co-located with the Evo* events EvoCOP, EvoMUSART, and EvoApplications.The 12 revised full papers and 6 short papers presented in this volume were carefully reviewed and selected from 36 submissions. They cover a wide
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Human-Computer Interaction. Design Practice in Contemporary Societies

Thematic Area, HCI 2019, Held as Part of the 21st HCI International Conference, HCII 2019, Orlando, FL, USA, July 26–31, 2019, Proceedings, Part III

Edited by Masaaki Kurosu ...

Series Book 3 - Springer Nature Proceedings Computer Science
The 3 volume-set LNCS 11566, 11567 + 11568 constitutes the refereed proceedings of the Human Computer Interaction thematic area of the 21st International Conference on Human-Computer Interaction, HCII 2019, which took place in Orlando, Florida, USA, in July 2019.A total of 1274 papers and 209 posters have been accepted for publication in the HCII 2019 proceedings from a total of 5029 submissions ... Read more

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The 3 volume-set LNCS 11566, 11567 + 11568 constitutes the refereed proceedings of the Human Computer Interaction thematic area of the 21st International Conference on Human-Computer Interaction, HCII 2019, which took place in Orlando, Florida, USA, in July 2019.A total of 1274 papers and 209 posters have been accepted for publication in the HCII 2019 proceedings from a total of 5029 submissions
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Computer Science – CACIC 2018

24th Argentine Congress, Tandil, Argentina, October 8–12, 2018, Revised Selected Papers

Edited by Patricia Pesado, Claudio Aciti ...

Series series Springer Nature Proceedings Computer Science
This book constitutes revised selected papers from the 24th Argentine Congress on Computer Science, CACIC 2018, held in Tandil, Argentina, in October 2018.The 26 papers presented in this volume were carefully reviewed and selected from a total of 155 submissions. They were organized in topical sections named: Agents and Systems; Distributed and Parallel Processing; Technology Applied to Education; ... Read more

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This book constitutes revised selected papers from the 24th Argentine Congress on Computer Science, CACIC 2018, held in Tandil, Argentina, in October 2018.The 26 papers presented in this volume were carefully reviewed and selected from a total of 155 submissions. They were organized in topical sections named: Agents and Systems; Distributed and Parallel Processing; Technology Applied to Education;
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Brain-Inspired Computing

Second International Workshop, BrainComp 2015, Cetraro, Italy, July 6-10, 2015, Revised Selected Papers

Edited by Katrin Amunts, Lucio Grandinetti, Thomas Lippert, Nicolai Petkov ...

Series series Springer Nature Proceedings Computer Science
This book constitutes revised selected papers from the Second International Workshop on Brain-Inspired Computing, BrainComp 2015, held in Cetraro, Italy, in July 2015.The 14 papers presented in this volume were carefully reviewed and selected for inclusion in this book. They deal with brain structure and function; computational models and brain-inspired computing methods with practical ... Read more

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This book constitutes revised selected papers from the Second International Workshop on Brain-Inspired Computing, BrainComp 2015, held in Cetraro, Italy, in July 2015.The 14 papers presented in this volume were carefully reviewed and selected for inclusion in this book. They deal with brain structure and function; computational models and brain-inspired computing methods with practical
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Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track

European Conference, ECML PKDD 2020, Ghent, Belgium, September 14–18, 2020, Proceedings, Part IV

Edited by Yuxiao Dong, Dunja Mladenić, Craig Saunders ...

Series Book 4 - Springer Nature Proceedings Computer Science
The 5-volume proceedings, LNAI 12457 until 12461 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2020, which was held during September 14-18, 2020. The conference was planned to take place in Ghent, Belgium, but had to change to an online format due to the COVID-19 pandemic.The 232 full papers and 10 demo papers ... Read more

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The 5-volume proceedings, LNAI 12457 until 12461 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2020, which was held during September 14-18, 2020. The conference was planned to take place in Ghent, Belgium, but had to change to an online format due to the COVID-19 pandemic.The 232 full papers and 10 demo papers
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Data Science from Scratch: The #1 Data Science Guide for Everything A Data Scientist Needs to Know: Python, Linear Algebra, Statistics, Coding, Applications, Neural Networks, and Decision Trees

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Machine Learning for Biomedical Applications

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Interpretability of Machine Intelligence in Medical Image Computing

Applied Computing to Support Industry: Innovation and Technology

Reproducible Research in Pattern Recognition

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Human-Computer Interaction. Design Practice in Contemporary Societies

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