Soft Computing Models In Industrial And Environmental Applications

Author : Paulo Novais,Cesar Analide,Javier Sedano
Publisher : Springer Science & Business Media
Page : 267 pages
File Size : 45,6 Mb
Release : 2010-05-29
Category : Technology & Engineering
ISBN : 9783642131615

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Soft Computing Models in Industrial and Environmental Applications, 5th International Workshop (SOCO 2010) by Paulo Novais,Cesar Analide,Javier Sedano Pdf

This volume of Advances in Intelligent and Soft Computing contains accepted - pers presented at SOCO 2010 held in the beautiful and historic city of Guimarães, Portugal, June 2010. The global purpose of SOCO conferences has been to provide a broad and - terdisciplinary forum for soft computing and associated paradigms, which are playing increasingly important roles in an important number of industrial and - vironmental applications fields. Soft computing represents a collection or set of computational techniques in machine learning, computer science and some engineering disciplines, which - vestigate, simulate and analyze very complex issues and phenomena. This wo- shop is mainly focused on its industrial and environmental applications. th SOCO 2010 is the 5 International Workshop on Soft Computing Models in Industrial Applications and provides interesting opportunities to present and d- cuss the latest theoretical advances and real world applications in this multidis- plinary research field. This volume presents the papers accepted for the 2010 edition, both for the main event and the Special Sessions. SOCO 2010 Special Sessions are a very u- ful tool in order to complement the regular program with new or emerging topics of particular interest to the participating community. Special Sessions that emp- size on multi-disciplinary and transversal aspects, as well as cutting-edge topics were especially encouraged and welcome. SOCO 2010 included a total of 3 Special Sessions: Ensemble Learning and - formation Fusion for Industrial Applications; Soft Computing for Service M- agement; Hybrid Intelligent Systems and Applications.

Author : Václav Snášel,Ajith Abraham,Emilio S. Corchado
Publisher : Springer Science & Business Media
Page : 557 pages
File Size : 42,9 Mb
Release : 2012-08-23
Category : Technology & Engineering
ISBN : 9783642329227

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Soft Computing Models in Industrial and Environmental Applications by Václav Snášel,Ajith Abraham,Emilio S. Corchado Pdf

This volume of Advances in Intelligent and Soft Computing contains accepted papers presented at SOCO 2012, held in the beautiful and historic city of Ostrava (Czech Republic), in September 2012. 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 2012 International Program Committee selected 75 papers which are published in these conference proceedings, and represents an acceptance rate of 38%. In this relevant edition a special emphasis was put on the organization of special sessions. Three special sessions were organized related to relevant topics as: Soft computing models for Control Theory & Applications in Electrical Engineering, Soft computing models for biomedical signals and data processing and Advanced Soft Computing Methods in Computer Vision and Data Processing. 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 : Álvaro Herrero,Javier Sedano,Bruno Baruque,Héctor Quintián,Emilio Corchado
Publisher : Springer
Page : 486 pages
File Size : 47,6 Mb
Release : 2015-05-31
Category : Technology & Engineering
ISBN : 9783319197197

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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 : Hugo Sanjurjo González,Iker Pastor López,Pablo García Bringas,Héctor Quintián,Emilio Corchado
Publisher : Springer Nature
Page : 840 pages
File Size : 46,9 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 : Emilio Corchado,Vaclav Snasael,Javier Sedano,Aboul Ella Hassanien,José Luis Calvo,Dominik Slezak
Publisher : Springer Science & Business Media
Page : 620 pages
File Size : 40,8 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.

Author : Álvaro Herrero,Carlos Cambra,Daniel Urda,Javier Sedano,Héctor Quintián,Emilio Corchado
Publisher : Springer Nature
Page : 880 pages
File Size : 54,5 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 : Francisco Martínez Álvarez,Alicia Troncoso Lora,José António Sáez Muñoz,Héctor Quintián,Emilio Corchado
Publisher : Springer
Page : 609 pages
File Size : 55,6 Mb
Release : 2019-04-30
Category : Technology & Engineering
ISBN : 9783030200558

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14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019) by Francisco Martínez Álvarez,Alicia Troncoso Lora,José António Sáez Muñoz,Héctor Quintián,Emilio Corchado Pdf

This book includes 57 papers presented at the SOCO 2019 conference held in the historic city of Seville (Spain), in May 2019. Soft computing represents a set of computational techniques in machine learning, computer science and various engineering disciplines, which investigate, simulate, and analyze very complex issues and phenomena. The selection of papers was extremely rigorous in order to maintain the high quality of the conference, which featured a number of special sessions, including sessions on: Soft Computing Methods in Manufacturing and Management Systems; Soft Computing Applications in the Field of Industrial and Environmental Enterprises; Optimization, Modeling and Control by Soft Computing Techniques; and Soft Computing in Aerospace, Mechanical and Civil Engineering: New methods and Industrial Applications.

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 : 41,6 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,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 : 42,8 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 : 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 : 49,9 Mb
Release : 2023-08-30
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 : Emilio S. Corchado,Václav Snásel,Javier Sedano,Aboul Ella Hassanien,José Luis Calvo,Dominik Slezak
Publisher : Springer
Page : 0 pages
File Size : 46,5 Mb
Release : 2011-03-04
Category : Computers
ISBN : 3642196438

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Soft Computing Models in Industrial and Environmental Applications, 6th International Conference SOCO 2011 by Emilio S. Corchado,Václav Snásel,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.

Author : Pablo García Bringas
Publisher : Unknown
Page : 0 pages
File Size : 45,8 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 : Bhanu Prasad
Publisher : Springer
Page : 385 pages
File Size : 43,5 Mb
Release : 2008-02-13
Category : Technology & Engineering
ISBN : 9783540774655

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Soft Computing Applications in Industry by Bhanu Prasad Pdf

Softcomputing techniques play a vital role in the industry. This book presents several important papers presented by some of the well-known scientists from all over the globe. The main techniques of soft computing presented include ant-colony optimization, artificial immune systems, artificial neural networks, Bayesian models. The book includes various examples and application domains such as bioinformatics, detection of phishing attacks, and fault detection of motors.

Author : Rama Karri,R Gobinath,Mohammad Hadi Dehghani
Publisher : Elsevier
Page : 522 pages
File Size : 54,9 Mb
Release : 2021-07-24
Category : Technology & Engineering
ISBN : 9780323859301

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Soft Computing Techniques in Solid Waste and Wastewater Management by Rama Karri,R Gobinath,Mohammad Hadi Dehghani Pdf

Soft Computing Techniques in Solid Waste and Wastewater Management is a thorough guide to computational solutions for researchers working in solid waste and wastewater management operations. This book covers in-depth analysis of process variables, their effects on overall efficiencies, and optimal conditions and procedures to improve performance using soft computing techniques. These topics coupled with the systematic analyses described will help readers understand various techniques that can be effectively used to achieve the highest performance. In-depth case studies along with discussions on applications of various soft-computing techniques help readers control waste processes and come up with short-term, mid-term and long-term strategies. Waste management is an increasingly important field due to rapidly increasing levels of waste production around the world. Numerous potential solutions for reducing waste production are underway, including applications of machine learning and computational studies on waste management processes. This book details the diverse approaches and techniques in these fields, providing a single source of information researchers and industry practitioners. It is ideal for academics, researchers and engineers in waste management, environmental science, environmental engineering and computing, with relation to environmental science and waste management. Provides a comprehensive reference on the implementation of soft computing techniques in waste management, drawing together current research and future implications Includes detailed algorithms used, enabling authors to understand and appreciate potential applications Presents relevant case studies in solid and wastewater management that show real-world applications of discussed technologies

Author : Sujata Dash,Subhendu Kumar Pani,Ajith Abraham,Yulan Liang
Publisher : Springer Nature
Page : 443 pages
File Size : 55,6 Mb
Release : 2021-11-05
Category : Technology & Engineering
ISBN : 9783030756574

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Advanced Soft Computing Techniques in Data Science, IoT and Cloud Computing by Sujata Dash,Subhendu Kumar Pani,Ajith Abraham,Yulan Liang Pdf

This book plays a significant role in improvising human life to a great extent. The new applications of soft computing can be regarded as an emerging field in computer science, automatic control engineering, medicine, biology application, natural environmental engineering, and pattern recognition. Now, the exemplar model for soft computing is human brain. The use of various techniques of soft computing is nowadays successfully implemented in many domestic, commercial, and industrial applications due to the low-cost and very high-performance digital processors and also the decline price of the memory chips. This is the main reason behind the wider expansion of soft computing techniques and its application areas. These computing methods also play a significant role in the design and optimization in diverse engineering disciplines. With the influence and the development of the Internet of things (IoT) concept, the need for using soft computing techniques has become more significant than ever. In general, soft computing methods are closely similar to biological processes than traditional techniques, which are mostly based on formal logical systems, such as sentential logic and predicate logic, or rely heavily on computer-aided numerical analysis. Soft computing techniques are anticipated to complement each other. The aim of these techniques is to accept imprecision, uncertainties, and approximations to get a rapid solution. However, recent advancements in representation soft computing algorithms (fuzzy logic,evolutionary computation, machine learning, and probabilistic reasoning) generate a more intelligent and robust system providing a human interpretable, low-cost, approximate solution. Soft computing-based algorithms have demonstrated great performance to a variety of areas including multimedia retrieval, fault tolerance, system modelling, network architecture, Web semantics, big data analytics, time series, biomedical and health informatics, etc. Soft computing approaches such as genetic programming (GP), support vector machine–firefly algorithm (SVM-FFA), artificial neural network (ANN), and support vector machine–wavelet (SVM–Wavelet) have emerged as powerful computational models. These have also shown significant success in dealing with massive data analysis for large number of applications. All the researchers and practitioners will be highly benefited those who are working in field of computer engineering, medicine, biology application, signal processing, and mechanical engineering. This book is a good collection of state-of-the-art approaches for soft computing-based applications to various engineering fields. It is very beneficial for the new researchers and practitioners working in the field to quickly know the best performing methods. They would be able to compare different approaches and can carry forward their research in the most important area of research which has direct impact on betterment of the human life and health. This book is very useful because there is no book in the market which provides a good collection of state-of-the-art methods of soft computing-based models for multimedia retrieval, fault tolerance, system modelling, network architecture, Web semantics, big data analytics, time series, and biomedical and health informatics.