17th International Conference On Soft Computing Models In Industrial And Environmental Applications Soco 2022

Author : Pablo García Bringas,Hilde Pérez García,Francisco Javier Martinez-de-Pison,José Ramón Villar Flecha,Alicia Troncoso Lora,Enrique A. de la Cal,Álvaro Herrero,Francisco Martínez Álvarez,Giuseppe Psaila,Héctor Quintián,Emilio S. Corchado Rodriguez
Publisher : Springer Nature
Page : 676 pages
File Size : 55,5 Mb
Release : 2022-10-11
Category : Technology & Engineering
ISBN : 9783031180507

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17th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2022) by Pablo García Bringas,Hilde Pérez García,Francisco Javier Martinez-de-Pison,José Ramón Villar Flecha,Alicia Troncoso Lora,Enrique A. de la Cal,Álvaro Herrero,Francisco Martínez Álvarez,Giuseppe Psaila,Héctor Quintián,Emilio S. Corchado Rodriguez Pdf

This book contains accepted papers presented at SOCO 2022 conference held in the beautiful and historic city of Salamanca (Spain), in September 2022. Soft computing represents a collection or set of computational techniques in machine learning, computer science, and some engineering disciplines, which investigate, simulate, and analyze very complex issues and phenomena. After a thorough peer-review process, the 17th SOCO 2022 International Program Committee selected 64 papers which are published in these conference proceedings and represent an acceptance rate of 60%. In this relevant edition, a particular emphasis was put on the organization of special sessions. Seven special sessions were organized related to relevant topics such as machine learning and computer vision in Industry 4.0; time series forecasting in industrial and environmental applications; optimization, modeling, and control by soft computing techniques; soft computing applied to renewable energy systems; preprocessing big data in machine learning; tackling real-world problems with artificial intelligence. The selection of papers was extremely rigorous to maintain the high quality of the conference. We want to thank the members of the program committees for their hard work during the reviewing process. This is a crucial process for creating a high-standard conference; the SOCO conference would not exist without their help.

Author : Pablo García Bringas
Publisher : Unknown
Page : 0 pages
File Size : 42,7 Mb
Release : 2023
Category : Computational intelligence
ISBN : OCLC:1373355160

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17th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2022) by Pablo García Bringas Pdf

Author : Pablo García Bringas,Hilde Pérez García,Francisco Javier Martínez de Pisón,Francisco Martínez Álvarez,Alicia Troncoso Lora,Álvaro Herrero,José Luis Calvo Rolle,Héctor Quintián,Emilio Corchado
Publisher : Springer Nature
Page : 376 pages
File Size : 46,9 Mb
Release : 2023-10-01
Category : Technology & Engineering
ISBN : 9783031425363

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18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023) by Pablo García Bringas,Hilde Pérez García,Francisco Javier Martínez de Pisón,Francisco Martínez Álvarez,Alicia Troncoso Lora,Álvaro Herrero,José Luis Calvo Rolle,Héctor Quintián,Emilio Corchado Pdf

This book of Advances in Intelligent and Soft Computing contains accepted papers presented at SOCO 2023 conference held in the beautiful and historic city of Salamanca (Spain) in September 2023. Soft computing represents a collection or set of computational techniques in machine learning, computer science, and some engineering disciplines, which investigate, simulate, and analyze very complex issues and phenomena. After a through peer-review process, the 18th SOCO 2023 International Program Committee selected 61 papers which are published in these conference proceedings and represents an acceptance rate of 60%. In this relevant edition, a particular emphasis was put on the organization of special sessions. Seven special sessions were organized related to relevant topics such as: Time Series Forecasting in Industrial and Environmental Applications, Technological Foundations and Advanced Applications of Drone Systems, Soft Computing Methods in Manufacturing and Management Systems, Efficiency and Explainability in Machine Learning and Soft Computing, Machine Learning and Computer Vision in Industry 4.0, Genetic and Evolutionary Computation in Real World and Industry, and Soft Computing and Hard Computing for a Data Science Process Model. The selection of papers was extremely rigorous to maintain the high quality of the conference. We want to thank the members of the Program Committees for their hard work during the reviewing process. This is a crucial process for creating a high-standard conference; the SOCO conference would not exist without their help.

Author : Álvaro Herrero,Javier Sedano,Bruno Baruque,Héctor Quintián,Emilio Corchado
Publisher : Unknown
Page : 128 pages
File Size : 41,8 Mb
Release : 2015
Category : Electronic
ISBN : 3319197207

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10th International Conference on Soft Computing Models in Industrial and Environmental Applications by Álvaro Herrero,Javier Sedano,Bruno Baruque,Héctor Quintián,Emilio Corchado Pdf

This volume of Advances in Intelligent and Soft Computing contains accepted papers presented at the 10th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2015), held in the beautiful and historic city of Burgos (Spain), in June 2015. Soft computing represents a collection or set of computational techniques in machine learning, computer science and some engineering disciplines, which investigate, simulate, and analyze very complex issues and phenomena. This Conference is mainly focused on its industrial and environmental applications. After a through peer-review process, the SOCO 2015 International Program Committee selected 41 papers, written by authors from 15 different countries. These papers are published in present conference proceedings, achieving an acceptance rate of 40%. The selection of papers was extremely rigorous in order to maintain the high quality of the conference and we would like to thank the members of the International Program Committees for their hard work during the review process. This is a crucial issue for creation of a high standard conference, and the SOCO conference would not exist without their help.

Author : Pablo García Bringas,Hilde Pérez García,Francisco Javier Martínez de Pisón,Francisco Martínez Álvarez,Alicia Troncoso Lora,Álvaro Herrero,José Luis Calvo Rolle,Héctor Quintián,Emilio Corchado
Publisher : Springer Nature
Page : 305 pages
File Size : 53,7 Mb
Release : 2023-10-01
Category : Technology & Engineering
ISBN : 9783031425295

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18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023) by Pablo García Bringas,Hilde Pérez García,Francisco Javier Martínez de Pisón,Francisco Martínez Álvarez,Alicia Troncoso Lora,Álvaro Herrero,José Luis Calvo Rolle,Héctor Quintián,Emilio Corchado Pdf

This book of Advances in Intelligent and Soft Computing contains accepted papers presented at SOCO 2023 conference held in the beautiful and historic city of Salamanca (Spain) in September 2023. Soft computing represents a collection or set of computational techniques in machine learning, computer science, and some engineering disciplines, which investigate, simulate, and analyze very complex issues and phenomena. After a through peer-review process, the 18th SOCO 2023 International Program Committee selected 61 papers which are published in these conference proceedings and represents an acceptance rate of 60%. In this relevant edition, a particular emphasis was put on the organization of special sessions. Seven special sessions were organized related to relevant topics such as: Time Series Forecasting in Industrial and Environmental Applications, Technological Foundations and Advanced Applications of Drone Systems, Soft Computing Methods in Manufacturing and Management Systems, Efficiency and Explainability in Machine Learning and Soft Computing, Machine Learning and Computer Vision in Industry 4.0, Genetic and Evolutionary Computation in Real World and Industry, and Soft Computing and Hard Computing for a Data Science Process Model. The selection of papers was extremely rigorous to maintain the high quality of the conference. We want to thank the members of the Program Committees for their hard work during the reviewing process. This is a crucial process for creating a high-standard conference; the SOCO conference would not exist without their help.

Author : Hugo Sanjurjo González,Iker Pastor López,Pablo García Bringas,Héctor Quintián,Emilio Corchado
Publisher : Springer Nature
Page : 840 pages
File Size : 45,7 Mb
Release : 2021-09-22
Category : Technology & Engineering
ISBN : 9783030878696

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16th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2021) by Hugo Sanjurjo González,Iker Pastor López,Pablo García Bringas,Héctor Quintián,Emilio Corchado Pdf

This book of Advances in Intelligent and Soft Computing contains accepted papers presented at SOCO 2021 conference held in the beautiful and historic city of Bilbao (Spain), in September 2021. Soft computing represents a collection or set of computational techniques in machine learning, computer science, and some engineering disciplines, which investigate, simulate, and analyze very complex issues and phenomena. After a through peer-review process, the 16th SOCO 2021 International Program Committee selected 78 papers which are published in these conference proceedings and represents an acceptance rate of 48%. In this relevant edition, a special emphasis is put on the organization of special sessions. Seven special sessions are organized related to relevant topics as follows: applications of machine learning in computer vision; soft computing applied to autonomous robots and renewable energy systems; optimization, modeling, and control by soft computing techniques (OMCS); challenges and new approaches toward artificial intelligence deployments in real-world scenarios; time series forecasting in industrial and environmental applications (TSF); soft computing methods in manufacturing and management systems and applied machine learning. The selection of papers was extremely rigorous in order to maintain the high quality of the conference, and we would like to thank the members of the program committees for their hard work in the reviewing process. This is a crucial process to the creation of a high standard conference, and the SOCO conference would not exist without their help.

Author : Massimo Marchiori,Francisco José Domínguez Mayo,Joaquim Filipe
Publisher : Springer Nature
Page : 272 pages
File Size : 48,7 Mb
Release : 2023-08-28
Category : Computers
ISBN : 9783031430886

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Web Information Systems and Technologies by Massimo Marchiori,Francisco José Domínguez Mayo,Joaquim Filipe Pdf

This book constitutes revised selected papers from the 18th International Conference on Web Information Systems and Technologies, WEBIST 2022, which took place in Valletta, Malta, in October 2022. The 13 full revised papers presented in this book were carefully reviewed and selected from a total of 62 submissions. The selected papers contribute to the understanding of relevant current research trends in Web information systems and technologies, including deep learning, knowledge representation and reasoning, recommender systems, internet of things, Web intelligence and big data.

Author : Jesús Garcia,José M. Molina,Juan Pedro Llerena,Daniel Amigo,David Sánchez Pedroche
Publisher : Artech House
Page : 317 pages
File Size : 53,6 Mb
Release : 2023-07-31
Category : Technology & Engineering
ISBN : 9781630819842

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Engineering UAS Applications: Sensor Fusion, Machine Vision and Mission Management by Jesús Garcia,José M. Molina,Juan Pedro Llerena,Daniel Amigo,David Sánchez Pedroche Pdf

Unmanned aerial systems (UAS) have evolved rapidly in recent years thanks to advances in microelectromechanical components, navigation, perception, and artificial intelligence, allowing for a fast development of autonomy. This book presents general approaches to develop, test, and evaluate critical functions such as navigation, obstacle avoidance and perception, and the capacity to improve performance in real and simulated scenarios. It provides the practical knowledge to install, analyze and evaluate UAS solutions working in real systems; illustrates how to use and configure complete platforms and software tools; and reviews the main enabling technologies applied to develop UAS, possibilities and evaluation methodology. You will get the tools you need to evaluate navigation and obstacle avoidance functions, object detection, and planning and landing alternatives in simulated conditions. The book also provides helpful guidance on the integration of additional sensors (video, weather, meteorological) and communication networks to build IoT solutions. This is an important book for practitioners and researchers interested in integrating advanced techniques in the fields of AI, sensor fusion and mission management, and anyone interest in applying and testing advanced algorithms in UAS platforms.

Author : Ignacio Rojas,Gonzalo Joya,Andreu Catala
Publisher : Springer Nature
Page : 680 pages
File Size : 40,6 Mb
Release : 2023-11-01
Category : Science
ISBN : 9783031430787

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Advances in Computational Intelligence by Ignacio Rojas,Gonzalo Joya,Andreu Catala Pdf

This two-volume set LNCS 14134 and LNCS 14135 constitutes the refereed proceedings of the 17th International Work-Conference on Artificial Neural Networks, IWANN 2023, held in Ponta Delgada, Portugal, during June 19–21, 2023. The 108 full papers presented in this two-volume set were carefully reviewed and selected from 149 submissions. The papers in Part I are organized in topical sections on advanced topics in computational intelligence; advances in artificial neural networks; ANN HW-accelerators; applications of machine learning in biomedicine and healthcare; and applications of machine learning in time series analysis. The papers in Part II are organized in topical sections on deep learning and applications; deep learning applied to computer vision and robotics; general applications of artificial intelligence; interaction with neural systems in both health and disease; machine learning for 4.0 industry solutions; neural networks in chemistry and material characterization; ordinal classification; real world applications of BCI systems; and spiking neural networks: applications and algorithms.

Author : Álvaro Herrero,Carlos Cambra,Daniel Urda,Javier Sedano,Héctor Quintián,Emilio Corchado
Publisher : Springer Nature
Page : 880 pages
File Size : 43,8 Mb
Release : 2020-08-28
Category : Technology & Engineering
ISBN : 9783030578022

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15th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2020) by Álvaro Herrero,Carlos Cambra,Daniel Urda,Javier Sedano,Héctor Quintián,Emilio Corchado Pdf

This book contains accepted papers presented at SOCO 2020 conference held in the beautiful and historic city of Burgos (Spain), in September 2020. Soft computing represents a collection or set of computational techniques in machine learning, computer science and some engineering disciplines, which investigate, simulate, and analyze very complex issues and phenomena. After a through peer-review process, the SOCO 2020 International Program Committee selected 83 papers which are published in these conference proceedings and represents an acceptance rate of 35%. Due to the COVID-19 outbreak, the SOCO 2020 edition was blended, combining on-site and on-line participation. In this relevant edition a special emphasis was put on the organization of special sessions. Eleven special session were organized related to relevant topics such as: Soft Computing Applications in Precision Agriculture, Manufacturing and Management Systems, Management of Industrial and Environmental Enterprises, Logistics and Transportation Systems, Robotics and Autonomous Vehicles, Computer Vision, Laser-Based Sensing and Measurement and other topics such as Forecasting Industrial Time Series, IoT, Big Data and Cyber Physical Systems, Non-linear Dynamical Systems and Fluid Dynamics, Modeling and Control systems The selection of papers was extremely rigorous in order to maintain the high quality of SOCO conference editions and we would like to thank the members of the Program Committees for their hard work in the reviewing process. This is a crucial process to the creation of a high standard conference and the SOCO conference would not exist without their help.

Author : Paulo Quaresma,David Camacho,Hujun Yin,Teresa Gonçalves,Vicente Julian,Antonio J. Tallón-Ballesteros
Publisher : Springer Nature
Page : 561 pages
File Size : 53,8 Mb
Release : 2023-12-16
Category : Computers
ISBN : 9783031482328

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Intelligent Data Engineering and Automated Learning – IDEAL 2023 by Paulo Quaresma,David Camacho,Hujun Yin,Teresa Gonçalves,Vicente Julian,Antonio J. Tallón-Ballesteros Pdf

This book constitutes the proceedings of the 24th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2023, held in Évora, Portugal, during November 22–24, 2023. The 45 full papers and 4 short papers presented in this book were carefully reviewed and selected from 77 submissions. IDEAL 2023 is focusing on big data challenges, machine learning, deep learning, data mining, information retrieval and management, bio-/neuro-informatics, bio-inspired models, agents and hybrid intelligent systems, and real-world applications of intelligence techniques and AI. The papers are organized in the following topical sections: main track; special session on federated learning and (pre) aggregation in machine learning; special session on intelligent techniques for real-world applications of renewable energy and green transport; and special session on data selection in machine learning.

Author : Vaclav Sna El,Pavel Kromer,Mario Koppen
Publisher : Unknown
Page : 408 pages
File Size : 50,7 Mb
Release : 2013-11-30
Category : Electronic
ISBN : 3319009311

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Soft Computing in Industrial Applications by Vaclav Sna El,Pavel Kromer,Mario Koppen Pdf

Author : Anna Burduk,Andre D. L. Batako,José Machado,Ryszrad Wyczółkowski,Ewa Dostatni,Izabela Rojek
Publisher : Springer Nature
Page : 808 pages
File Size : 46,8 Mb
Release : 2023-10-28
Category : Technology & Engineering
ISBN : 9783031442827

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Intelligent Systems in Production Engineering and Maintenance III by Anna Burduk,Andre D. L. Batako,José Machado,Ryszrad Wyczółkowski,Ewa Dostatni,Izabela Rojek Pdf

This book reports on intelligent methods and solutions in engineering production and maintenance. It describes advanced tools for optimizing production processes, increasing their automation, safety and sustainability. Contributions cover different stages of the production process, such as product design, supply chain, and equipment maintenance and safety. This is one of the two volumes based on the 4th International Conference on Intelligent Systems in Production Engineering and Maintenance, ISPEM 2023, held on September 13-15, 2023, in Wroclaw, Poland.

Author : Amina Adadi,Afaf Bouhoute
Publisher : CRC Press
Page : 286 pages
File Size : 49,7 Mb
Release : 2023-10-20
Category : Technology & Engineering
ISBN : 9781000968439

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Explainable Artificial Intelligence for Intelligent Transportation Systems by Amina Adadi,Afaf Bouhoute Pdf

Artificial Intelligence (AI) and Machine Learning (ML) are set to revolutionize all industries, and the Intelligent Transportation Systems (ITS) field is no exception. While ML, especially deep learning models, achieve great performance in terms of accuracy, the outcomes provided are not amenable to human scrutiny and can hardly be explained. This can be very problematic, especially for systems of a safety-critical nature such as transportation systems. Explainable AI (XAI) methods have been proposed to tackle this issue by producing human interpretable representations of machine learning models while maintaining performance. These methods hold the potential to increase public acceptance and trust in AI-based ITS. FEATURES: Provides the necessary background for newcomers to the field (both academics and interested practitioners) Presents a timely snapshot of explainable and interpretable models in ITS applications Discusses ethical, societal, and legal implications of adopting XAI in the context of ITS Identifies future research directions and open problems

Author : Emilio Corchado,Vaclav Snasael,Javier Sedano,Aboul Ella Hassanien,José Luis Calvo,Dominik Slezak
Publisher : Springer Science & Business Media
Page : 624 pages
File Size : 40,5 Mb
Release : 2011-03-04
Category : Technology & Engineering
ISBN : 9783642196447

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Soft Computing Models in Industrial and Environmental Applications, 6th International Conference SOCO 2011 by Emilio Corchado,Vaclav Snasael,Javier Sedano,Aboul Ella Hassanien,José Luis Calvo,Dominik Slezak Pdf

This volume of Advances in Intelligent and Soft Computing contains accepted papers presented at SOCO 2011 held in the beautiful and historic city of Salamanca, Spain, April 2011. This volume presents the papers accepted for the 2011 edition, both for the main event and the Special Sessions. SOCO 2011 Special Sessions are a very useful tool in order to complement the regular program with new or emerging topics of particular interest to the participating community. Four special sessions were organized related to relevant topics as: Optimization and Control in Industry, Speech Processing and Soft Computing, Systems, Man & Cybernetics and Soft Computing for Medical Applications.