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Why Machines Learn

The Elegant Math Behind Modern AI

de Anil Ananthaswamy ...

A rich, narrative explanation of the mathematics that has brought us machine learning and the ongoing explosion of artificial intelligenceMachine learning systems are making life-altering decisions for us: approving mortgage loans, determining whether a tumor is cancerous, or deciding if someone gets bail. They now influence developments and discoveries in chemistry, biology, and physics—the study ... Leer más

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A rich, narrative explanation of the mathematics that has brought us machine learning and the ongoing explosion of artificial intelligenceMachine learning systems are making life-altering decisions for us: approving mortgage loans, determining whether a tumor is cancerous, or deciding if someone gets bail. They now influence developments and discoveries in chemistry, biology, and physics—the study
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Grundlagen der virtuellen Realität

Von der Entdeckung der Perspektive bis zur VR-Brille

de Armin Grasnick ...

Series series Computer Science and Engineering (German Language)
Die uns bekannte Realität kann heute mit technischen Verfahren aufgezeichnet und wirklichkeitsgetreu wiedergegeben werden. Raum und Zeit werden in der künstlichen Realität als Kopie wieder virtuell erschaffen. Die Wiedergabe der virtuellen Realität beschränkt sich aber nicht auf die reine Kopie des Vorhandenen. Ein Besucher des virtuellen Raumes muss sich nicht mit dem verpixelten Abbild des ... Leer más

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Die uns bekannte Realität kann heute mit technischen Verfahren aufgezeichnet und wirklichkeitsgetreu wiedergegeben werden. Raum und Zeit werden in der künstlichen Realität als Kopie wieder virtuell erschaffen. Die Wiedergabe der virtuellen Realität beschränkt sich aber nicht auf die reine Kopie des Vorhandenen. Ein Besucher des virtuellen Raumes muss sich nicht mit dem verpixelten Abbild des
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Computer Vision – ECCV 2020

16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part VIII

Edición de Andrea Vedaldi, Horst Bischof, Thomas Brox, Jan-Michael Frahm ...

Series Libro 8 - Springer Nature Proceedings Computer Science
The 30-volume set, comprising the LNCS books 12346 until 12375, constitutes the refereed proceedings of the 16th European Conference on Computer Vision, ECCV 2020, which was planned to be held in Glasgow, UK, during August 23-28, 2020. The conference was held virtually due to the COVID-19 pandemic.The 1360 revised papers presented in these proceedings were carefully reviewed and selected from a ... Leer más

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The 30-volume set, comprising the LNCS books 12346 until 12375, constitutes the refereed proceedings of the 16th European Conference on Computer Vision, ECCV 2020, which was planned to be held in Glasgow, UK, during August 23-28, 2020. The conference was held virtually due to the COVID-19 pandemic.The 1360 revised papers presented in these proceedings were carefully reviewed and selected from a
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Distributed Computer and Communication Networks

22nd International Conference, DCCN 2019, Moscow, Russia, September 23–27, 2019, Revised Selected Papers

Edición de Vladimir M. Vishnevskiy, Konstantin E. Samouylov, Dmitry V. Kozyrev ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings of the 22nd International Conference on Distributed and Computer and Communication Networks, DCCN 2019, held in Moscow, Russia, in September 2019.The 50 full papers and 2 short papers were carefully reviewed and selected from 174 submissions. The papers cover the following topics: Computer and Communication Networks and Technologies, Analytical ... Leer más

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This book constitutes the refereed proceedings of the 22nd International Conference on Distributed and Computer and Communication Networks, DCCN 2019, held in Moscow, Russia, in September 2019.The 50 full papers and 2 short papers were carefully reviewed and selected from 174 submissions. The papers cover the following topics: Computer and Communication Networks and Technologies, Analytical
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Computer Methods, Imaging and Visualization in Biomechanics and Biomedical Engineering

Selected Papers from the 16th International Symposium CMBBE and 4th Conference on Imaging and Visualization, August 14-16, 2019, New York City, USA

Edición de Gerard A. Ateshian, Kristin M. Myers, João Manuel R. S. Tavares ...

Series series Springer Nature Proceedings excluding Computer Science
This book gathers selected, extended and revised contributions to the 16th International Symposium on Computer Methods in Biomechanics and Biomedical Engineering, and the 4th Conference on Imaging and Visualization (CMBBE 2019), held on August 14-16, 2019, in New York City, USA. It reports on cutting-edge models and algorithms for studying various tissues and organs in normal and pathological ... Leer más

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This book gathers selected, extended and revised contributions to the 16th International Symposium on Computer Methods in Biomechanics and Biomedical Engineering, and the 4th Conference on Imaging and Visualization (CMBBE 2019), held on August 14-16, 2019, in New York City, USA. It reports on cutting-edge models and algorithms for studying various tissues and organs in normal and pathological
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Selected Topics in Image Science

Edición de O. Nalcioglu, Z.-H. Cho ...

Series series Medicine (R0)
The continuing growth of computed tomography (CT) and other imaging techniques motivated us to bring together a comprehensive review of the state of the art in diagnostic imaging. Twelve years after the first appearance of x-ray CT, computerized diagnostic imaging has grown so rapidly in sophistication that it is difficult to follow current developments in this diversified field. In this book, we ... Leer más

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The continuing growth of computed tomography (CT) and other imaging techniques motivated us to bring together a comprehensive review of the state of the art in diagnostic imaging. Twelve years after the first appearance of x-ray CT, computerized diagnostic imaging has grown so rapidly in sophistication that it is difficult to follow current developments in this diversified field. In this book, we
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Learning to Rank for Information Retrieval

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Series series Computer Science (R0)
Due to the fast growth of the Web and the difficulties in finding desired information, efficient and effective information retrieval systems have become more important than ever, and the search engine has become an essential tool for many people.The ranker, a central component in every search engine, is responsible for the matching between processed queries and indexed documents. Because of its ... Leer más

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Due to the fast growth of the Web and the difficulties in finding desired information, efficient and effective information retrieval systems have become more important than ever, and the search engine has become an essential tool for many people.The ranker, a central component in every search engine, is responsible for the matching between processed queries and indexed documents. Because of its
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Scaling up Machine Learning

Parallel and Distributed Approaches

Edición de Ron Bekkerman, Mikhail Bilenko, John Langford ...

This book presents an integrated collection of representative approaches for scaling up machine learning and data mining methods on parallel and distributed computing platforms. Demand for parallelizing learning algorithms is highly task-specific: in some settings it is driven by the enormous dataset sizes, in others by model complexity or by real-time performance requirements. Making task ... Leer más

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This book presents an integrated collection of representative approaches for scaling up machine learning and data mining methods on parallel and distributed computing platforms. Demand for parallelizing learning algorithms is highly task-specific: in some settings it is driven by the enormous dataset sizes, in others by model complexity or by real-time performance requirements. Making task
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Cognition and Recognition

8th International Conference, ICCR 2021, Mandya, India, December 30–31, 2021, Revised Selected Papers

Edición de D. S. Guru, Sharath Kumar Y. H., Balakrishna K., R. K. Agrawal, Manabu Ichino ...

Series series Springer Nature Proceedings Computer Science
This volume constitutes the refereed proceedings of the Eighth International Conference on Cognition and Recognition, ICCR 2021, held in Mandya, India, in December 2021.The 24 full papers and 9 short papers presented were carefully reviewed and selected from 150 submissions. The ICCR conference aims to bring together leading academic Scientists, Researchers and Research scholars to exchange and ... Leer más

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This volume constitutes the refereed proceedings of the Eighth International Conference on Cognition and Recognition, ICCR 2021, held in Mandya, India, in December 2021.The 24 full papers and 9 short papers presented were carefully reviewed and selected from 150 submissions. The ICCR conference aims to bring together leading academic Scientists, Researchers and Research scholars to exchange and
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Medical Image Learning with Limited and Noisy Data

First International Workshop, MILLanD 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings

Edición de Ghada Zamzmi, Sameer Antani, Ulas Bagci, Marius George Linguraru, Sivaramakrishnan Rajaraman, Zhiyun Xue ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the proceedings of the First Workshop on Medical Image Learning with Limited and Noisy Data, MILLanD 2022, held in conjunction with MICCAI 2022. The conference was held in Singapore. For this workshop, 22 papers from 54 submissions were accepted for publication. They selected papers focus on the challenges and limitations of current deep learning methods applied to limited ... Leer más

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Technology-Enabled Innovations in Education

Select Proceedings of CIIE 2020

Edición de Samira Hosseini, Diego Hernan Peluffo, Julius Nganji, Arturo Arrona-Palacios ...

Series series Springer Nature Proceedings Computer Science
This book contains peer-reviewed selected papers of the 7th International Conference on Educational Innovation (CIIE 2020). It presents excellent educational practices and technologies complemented by various innovative approaches that enhance educational outcomes. In line with the Sustainable Development Goal 4 of UNESCO in the 2030 agenda, CIIE 2020 has attempted to “ensure inclusive and ... Leer más

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This book contains peer-reviewed selected papers of the 7th International Conference on Educational Innovation (CIIE 2020). It presents excellent educational practices and technologies complemented by various innovative approaches that enhance educational outcomes. In line with the Sustainable Development Goal 4 of UNESCO in the 2030 agenda, CIIE 2020 has attempted to “ensure inclusive and
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Convolutional Neural Networks for Medical Image Processing Applications

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The rise in living standards increases the expectation of people in almost every field. At the forefront is health. Over the past few centuries, there have been major developments in healthcare. Medical device technology and developments in artificial intelligence (AI) are among the most important ones. The improving technology and our ability to harness the technology effectively by means such as ... Leer más

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Pattern Recognition and Artificial Intelligence

Third International Conference, ICPRAI 2022, Paris, France, June 1–3, 2022, Proceedings, Part I

Edición de Mounîm El Yacoubi, Eric Granger, Pong Chi Yuen, Umapada Pal, Nicole Vincent ...

Series Libro 1 - Springer Nature Proceedings Computer Science
This two-volume set constitutes the proceedings of the Third International Conference on Pattern Recognition and Artificial Intelligence, ICPRAI 2022, which took place in Paris, France, in June 2022.The 98 full papers presented were carefully reviewed and selected from 192 submissions. The papers present new advances in the field of pattern recognition and artificial intelligence. They are ... Leer más

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Image Analysis and Processing. ICIAP 2022 Workshops

ICIAP International Workshops, Lecce, Italy, May 23–27, 2022, Revised Selected Papers, Part I

Edición de Pier Luigi Mazzeo, Emanuele Frontoni, Stan Sclaroff, Cosimo Distante ...

Series Libro 1 - Springer Nature Proceedings Computer Science
The two-volume set LNCS 13373 and 13374 constitutes the papers of several workshops which were held in conjunction with the 21st International Conference on Image Analysis and Processing, ICIAP 2022, held in Lecce, Italy, in May 2022.The 96 revised full papers presented in the proceedings set were carefully reviewed and selected from 157 submissions.ICIAP 2022 presents the following Sixteen ... Leer más

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Automated Machine Learning

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Edición de Frank Hutter, Lars Kotthoff, Joaquin Vanschoren ...

Series series The Springer Series on Challenges in Machine Learning
This open access book presents the first comprehensive overview of general methods in Automated Machine Learning (AutoML), collects descriptions of existing systems based on these methods, and discusses the first series of international challenges of AutoML systems. The recent success of commercial ML applications and the rapid growth of the field has created a high demand for off-the-shelf ML ... Leer más

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This open access book presents the first comprehensive overview of general methods in Automated Machine Learning (AutoML), collects descriptions of existing systems based on these methods, and discusses the first series of international challenges of AutoML systems. The recent success of commercial ML applications and the rapid growth of the field has created a high demand for off-the-shelf ML
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Digital Communication. Towards a Smart and Secure Future Internet

28th International Tyrrhenian Workshop, TIWDC 2017, Palermo, Italy, September 18-20, 2017, Proceedings

Edición de Alessandro Piva, Ilenia Tinnirello, Simone Morosi ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the proceedings of the 28th International Tyrrhenian Workshop on Digital Communication, TIWDC 2017, which took place in Palermo, Italy, in September 2017.The 18 papers presented in this volume were carefully reviewed and selected from 40 submissions. They were organized in topical sections named: biometric systems; emerging services with Network Function Virtualization (NFV); ... Leer más

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This book constitutes the proceedings of the 28th International Tyrrhenian Workshop on Digital Communication, TIWDC 2017, which took place in Palermo, Italy, in September 2017.The 18 papers presented in this volume were carefully reviewed and selected from 40 submissions. They were organized in topical sections named: biometric systems; emerging services with Network Function Virtualization (NFV);
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Szenografie digital

Die integrative Inszenierung raumbildender Prozesse

de Thomas Moritz ...

Series series Computer Science and Engineering (German Language)
Im Buch wird im Kontext individueller Rezipientenpartizipation und Nutzerimmersion erläutert, welche Wahrnehmungsaspekte der performativen Raumbildung immanent sind und warum integratives Inszenieren sie effektiver macht. Integratives Inszenieren erweitert als Bestandteil der Screenografie interaktiv nutzbarer Informations- und Kommunikationssysteme das szenografische Berufsbild und ist für die ... Leer más

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Computer Vision – ACCV 2022

16th Asian Conference on Computer Vision, Macao, China, December 4–8, 2022, Proceedings, Part I

Edición de Lei Wang, Juergen Gall, Tat-Jun Chin, Imari Sato, Rama Chellappa ...

Series Libro 1 - Springer Nature Proceedings Computer Science
The 7-volume set of LNCS 13841-13847 constitutes the proceedings of the 16th Asian Conference on Computer Vision, ACCV 2022, held in Macao, China, December 2022.The total of 277 contributions included in the proceedings set was carefully reviewed and selected from 836 submissions during two rounds of reviewing and improvement. The papers focus on the following topics:Part I: 3D computer vision; ... Leer más

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The 7-volume set of LNCS 13841-13847 constitutes the proceedings of the 16th Asian Conference on Computer Vision, ACCV 2022, held in Macao, China, December 2022.The total of 277 contributions included in the proceedings set was carefully reviewed and selected from 836 submissions during two rounds of reviewing and improvement. The papers focus on the following topics:Part I: 3D computer vision;
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Computer Vision and Robotics

Proceedings of CVR 2023

Edición de Praveen Kumar Shukla, Himanshu Mittal, Andries Engelbrecht ...

Series series Springer Nature Proceedings excluding Computer Science
This book consists of a collection of the high-quality research articles in the field of computer vision and robotics which are presented in the International Conference on Computer Vision and Robotics (CVR 2023), organized by BBD University Lucknow, India, during 24–25 February 2023. The book discusses applications of computer vision and robotics in the fields like medical science, defence, and ... Leer más

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This book consists of a collection of the high-quality research articles in the field of computer vision and robotics which are presented in the International Conference on Computer Vision and Robotics (CVR 2023), organized by BBD University Lucknow, India, during 24–25 February 2023. The book discusses applications of computer vision and robotics in the fields like medical science, defence, and
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Artificial Intelligence in Music, Sound, Art and Design

11th International Conference, EvoMUSART 2022, Held as Part of EvoStar 2022, Madrid, Spain, April 20–22, 2022, Proceedings

Edición de Tiago Martins, Nereida Rodríguez-Fernández, Sérgio M. Rebelo ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings of the 10th European Conference on Artificial Intelligence in Music, Sound, Art and Design, EvoMUSART 2022, held as part of Evo* 2022, in April 2022, co-located with the Evo* 2022 events, EvoCOP, EvoApplications, and EuroGP.The 20 full papers and 6 short papers presented in this book were carefully reviewed and selected from 66 submissions. They cover ... Leer más

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This book constitutes the refereed proceedings of the 10th European Conference on Artificial Intelligence in Music, Sound, Art and Design, EvoMUSART 2022, held as part of Evo* 2022, in April 2022, co-located with the Evo* 2022 events, EvoCOP, EvoApplications, and EuroGP.The 20 full papers and 6 short papers presented in this book were carefully reviewed and selected from 66 submissions. They cover
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Proceedings of 3rd International Conference on Artificial Intelligence: Advances and Applications

ICAIAA 2022

Edición de Garima Mathur, Mahesh Bundele, Ashish Tripathi, Marcin Paprzycki ...

Series series Springer Nature Proceedings excluding Computer Science
This book gathers outstanding research papers presented in the 3rd International Conference on Artificial Intelligence: Advances and Application (ICAIAA 2022), held in Poornima College of Engineering, Jaipur, India, during April 23–24, 2022. This book covers research works carried out by various students such as bachelor, master and doctoral scholars, faculty and industry persons in the area of ... Leer más

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This book gathers outstanding research papers presented in the 3rd International Conference on Artificial Intelligence: Advances and Application (ICAIAA 2022), held in Poornima College of Engineering, Jaipur, India, during April 23–24, 2022. This book covers research works carried out by various students such as bachelor, master and doctoral scholars, faculty and industry persons in the area of
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Testing and Experimentation in Civil Engineering

From Current to Smart Technologies

Edición de Carlos Chastre, José Neves, Diogo Ribeiro, Fernando F. S. Pinho, Hugo Biscaia, Maria Graça Neves, Paulina Faria, Rui Micaelo ...

Series series Springer Nature Proceedings excluding Computer Science
This book gathers the peer-reviewed selected papers presented at the 3rd International Conference on Testing and Experimentation in Civil Engineering (TEST&E 2022), held in Almada, Portugal, on June 21-23, 2022. It showcases the role of smart technologies in all civil engineering areas, such as structures and construction, geotechnics and natural resources, hydraulics and water resources, ... Leer más

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This book gathers the peer-reviewed selected papers presented at the 3rd International Conference on Testing and Experimentation in Civil Engineering (TEST&E 2022), held in Almada, Portugal, on June 21-23, 2022. It showcases the role of smart technologies in all civil engineering areas, such as structures and construction, geotechnics and natural resources, hydraulics and water resources,
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The AI Revolution- Leveraging Artificial Intelligence

de Irene Nganga ...

The AI Revolution: Leveraging Artificial Intelligence is an insightful exploration into the world of artificial intelligence, designed to illuminate the transformative impact of AI on various industries and provide practical guidance for its implementation.This book begins by examining the strategic advantages of AI, highlighting how it can enhance efficiency, drive innovation, and offer ... Leer más

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The AI Revolution: Leveraging Artificial Intelligence is an insightful exploration into the world of artificial intelligence, designed to illuminate the transformative impact of AI on various industries and provide practical guidance for its implementation.This book begins by examining the strategic advantages of AI, highlighting how it can enhance efficiency, drive innovation, and offer
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Clinical Image-Based Procedures

13th International Workshop, CLIP 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings

Edición de Klaus Drechsler, Cristina Oyarzun Laura, Moti Freiman, Yufei Chen, Stefan Wesarg, Marius Erdt ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the proceedings of the 13th Workshop on Clinical Image-Based Procedures, CLIP 2024, held in conjunction with the 27th International conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2024, in Marrakesh, Morocco in October 2024.The 9 full papers included in this book were carefully reviewed and selected from 11 submissions. They deal with Clinical ... Leer más

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This book constitutes the proceedings of the 13th Workshop on Clinical Image-Based Procedures, CLIP 2024, held in conjunction with the 27th International conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2024, in Marrakesh, Morocco in October 2024.The 9 full papers included in this book were carefully reviewed and selected from 11 submissions. They deal with Clinical
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eBooks de Visión por computadora

Why Machines Learn

Grundlagen der virtuellen Realität

Computer Vision – ECCV 2020

Distributed Computer and Communication Networks

Computer Methods, Imaging and Visualization in Biomechanics and Biomedical Engineering

Selected Topics in Image Science

Learning to Rank for Information Retrieval

Scaling up Machine Learning

Cognition and Recognition

Medical Image Learning with Limited and Noisy Data

Technology-Enabled Innovations in Education

Convolutional Neural Networks for Medical Image Processing Applications

Pattern Recognition and Artificial Intelligence

Image Analysis and Processing. ICIAP 2022 Workshops

Automated Machine Learning

Digital Communication. Towards a Smart and Secure Future Internet

Szenografie digital

Computer Vision – ACCV 2022

Computer Vision and Robotics

Artificial Intelligence in Music, Sound, Art and Design

Proceedings of 3rd International Conference on Artificial Intelligence: Advances and Applications

Testing and Experimentation in Civil Engineering

The AI Revolution- Leveraging Artificial Intelligence

Clinical Image-Based Procedures