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Artificial Intelligence and Soft Computing

By Leszek Rutkowski,Marcin Korytkowski,Rafal Scherer,Ryszard Tadeusiewicz,Lotfi A. Zadeh,Jacek M. Zurada
  • ISBN Code: : 3319193244
  • Publisher : Springer
  • Pages : 804
  • Category : Computers
  • Reads : 573
  • Book Compatibility : Pdf, ePub, Mobi, Kindle
  • Pdf : artificial-intelligence-and-soft-computing.pdf

Book Excerpt :

The two-volume set LNAI 9119 and LNAI 9120 constitutes the refereed proceedings of the 14th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2015, held in Zakopane, Poland in June 2015. The 142 revised full papers presented in the volumes, were carefully reviewed and selected from 322 submissions. These proceedings present both traditional artificial intelligence methods and soft computing techniques. The goal is to bring together scientists representing both areas of research. The first volume covers topics as follows neural networks and their applications, fuzzy systems and their applications, evolutionary algorithms and their applications, classification and estimation, computer vision, image and speech analysis and the workshop: large-scale visual recognition and machine learning. The second volume has the focus on the following subjects: data mining, bioinformatics, biometrics and medical applications, concurrent and parallel processing, agent systems, robotics and control, artificial intelligence in modeling and simulation and various problems of artificial intelligence.

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Read Also This Books

Artificial Intelligence and Soft Computing

By Leszek Rutkowski,Marcin Korytkowski,Rafał Scherer,Ryszard Tadeusiewicz,Lotfi A. Zadeh,Jacek M. Zurada
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer
  • Book Code : 331959060X
  • Total of Pages : 742
  • Category : Computers
  • Members : 466
  • Pdf File: artificial-intelligence-and-soft-computing.pdf

Book Short Summary:

The two-volume set LNAI 10245 and LNAI 10246 constitutes the refereed proceedings of the 16th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2017, held in Zakopane, Poland in June 2017. The 133 revised full papers presented were carefully reviewed and selected from 274 submissions. The papers included in the second volume are organized in the following five parts: data mining; artificial intelligence in modeling, simulation and control; various problems of artificial intelligence; special session: advances in single-objective continuous parameter optimization with nature-inspired algorithms; special session: stream data mining.

Artificial Intelligence and Soft Computing

By Leszek Rutkowski,Rafał Scherer,Marcin Korytkowski,Witold Pedrycz,Ryszard Tadeusiewicz,Jacek M. Zurada
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer Nature
  • Book Code : 3030614018
  • Total of Pages : 728
  • Category : Computers
  • Members : 327
  • Pdf File: artificial-intelligence-and-soft-computing.pdf

Book Short Summary:

The two-volume set LNCS 12415 and 12416 constitutes the refereed proceedings of of the 19th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2020, held in Zakopane, Poland*, in October 2020. The 112 revised full papers presented were carefully reviewed and selected from 265 submissions. The papers included in the first volume are organized in the following six parts: ​neural networks and their applications; fuzzy systems and their applications; evolutionary algorithms and their applications; pattern classification; bioinformatics, biometrics and medical applications; artificial intelligence in modeling and simulation. The papers included in the second volume are organized in the following four parts: computer vision, image and speech analysis; data mining; various problems of artificial intelligence; agent systems, robotics and control. *The conference was held virtually due to the COVID-19 pandemic.

Artificial Intelligence and Soft Computing

By Leszek Rutkowski,Marcin Korytkowski,Rafal Scherer,Ryszard Tadeusiewicz,Lotfi A. Zadeh,Jacek M. Zurada
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer
  • Book Code : 364238658X
  • Total of Pages : 637
  • Category : Computers
  • Members : 912
  • Pdf File: artificial-intelligence-and-soft-computing.pdf

Book Short Summary:

The two-volume set LNAI 7894 and LNCS 7895 constitutes the refereed proceedings of the 12th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2013, held in Zakopane, Poland in June 2013. The 112 revised full papers presented together with one invited paper were carefully reviewed and selected from 274 submissions. The 57 papers included in the first volume are organized in the following topical sections: neural networks and their applications; fuzzy systems and their applications; pattern classification; and computer vision, image and speech analysis.

Artificial Intelligence and Soft Computing – ICAISC 2008

By Leszek Rutkowski,Ryszard Tadeusiewicz,Lofti A. Zadeh,Jacek M. Zurada
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer
  • Book Code : 3540697314
  • Total of Pages : 1269
  • Category : Computers
  • Members : 286
  • Pdf File: artificial-intelligence-and-soft-computing-icaisc-2008.pdf

Book Short Summary:

This book constitutes the refereed proceedings of the 9th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2008, held in Zakopane, Poland, in June 2008. The 116 revised contributed papers presented were carefully reviewed and selected from 320 submissions. The papers are organized in topical sections on neural networks and their applications, fuzzy systems and their applications, evolutionary algorithms and their applications, classification, rule discovery and clustering, image analysis, speech and robotics, bioinformatics and medical applications, various problems of artificial intelligence, and agent systems.

Artificial Intelligence and Soft Computing — ICAISC 2004

By Leszek Rutkowski,Jörg Siekmann,Ryszard Tadeusiewicz,Lotfi A. Zadeh
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer
  • Book Code : 3540248447
  • Total of Pages : 1210
  • Category : Computers
  • Members : 666
  • Pdf File: artificial-intelligence-and-soft-computing-icaisc-2004.pdf

Book Short Summary:

This book constitutes the refereed proceedings of the 7th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2004, held in Zakopane, Poland in June 2004. The 172 revised contributed papers presented together with 17 invited papers were carefully reviewed and selected from 250 submissions. The papers are organized in topical sections on neural networks, fuzzy systems, evolutionary algorithms, rough sets, soft computing in classification, image processing, robotics, multiagent systems, problems in AI, intelligent control, modeling and system identification, medical applications, mechanical applications, and applications in various fields.

Artificial Intelligence and Soft Computing

By Leszek Rutkowski,Marcin Korytkowski,Rafal Scherer,Ryszard Tadeusiewicz,Lotfi A. Zadeh,Jacek M. Zurada
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer
  • Book Code : 3642386105
  • Total of Pages : 625
  • Category : Computers
  • Members : 776
  • Pdf File: artificial-intelligence-and-soft-computing.pdf

Book Short Summary:

The two-volume set LNAI 7894 and LNCS 7895 constitutes the refereed proceedings of the 12th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2013, held in Zakopane, Poland in June 2013. The 112 revised full papers presented together with one invited paper were carefully reviewed and selected from 274 submissions. The 56 papers included in the second volume are organized in the following topical sections: evolutionary algorithms and their applications; data mining; bioinformatics and medical applications; agent systems, robotics and control; artificial intelligence in modeling and simulation; and various problems of artificial intelligence.

Artificial Intelligence and Soft Computing – ICAISC 2006

By Leszek Rutkowski,Ryszard Tadeusiewicz,Lotfi A. Zadeh,Jacek Zurada
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer
  • Book Code : 3540357505
  • Total of Pages : 1235
  • Category : Computers
  • Members : 107
  • Pdf File: artificial-intelligence-and-soft-computing-icaisc-2006.pdf

Book Short Summary:

This book constitutes the refereed proceedings of the 8th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2006, held in Zakopane, Poland, in June 2006. The 128 revised contributed papers presented are organized in topical sections on neural networks and their applications, fuzzy systems and their applications, evolutionary algorithms and their applications, rough sets, classification and clustering, image analysis and robotics, bioinformatics and medical applications, various problems of artificial intelligence.

Artificial intelligence and Soft computing

By Pradeep Sharma,Abhishek Raghuvanshi,Ruchika Pachori
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Educreation Publishing
  • Book Code : N.a
  • Total of Pages : 254
  • Category : Education
  • Members : 858
  • Pdf File: artificial-intelligence-and-soft-computing.pdf

Book Short Summary:

This book is prepared for the engineering students pursuing degree in computer science and information technology branch. The main consideration in writing the book is to present the considerable requirements of the syllabus in a simple manner as possible. This book contains many solved examples which will help student to gain confidence in problem solving. Valuable suggestion is heartily welcome for further improvement of this book

Advances in Soft Computing and Machine Learning in Image Processing

By Aboul Ella Hassanien,Diego Alberto Oliva
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer
  • Book Code : 3319637541
  • Total of Pages : 718
  • Category : Technology & Engineering
  • Members : 334
  • Pdf File: advances-in-soft-computing-and-machine-learning-in-image-processing.pdf

Book Short Summary:

This book is a collection of the latest applications of methods from soft computing and machine learning in image processing. It explores different areas ranging from image segmentation to the object recognition using complex approaches, and includes the theory of the methodologies used to provide an overview of the application of these tools in image processing. The material has been compiled from a scientific perspective, and the book is primarily intended for undergraduate and postgraduate science, engineering, and computational mathematics students. It can also be used for courses on artificial intelligence, advanced image processing, and computational intelligence, and is a valuable resource for researchers in the evolutionary computation, artificial intelligence and image processing communities.

Computational Intelligence and Soft Computing Applications in Healthcare Management Science

By Gul, Muhammet,Celik, Erkan,Mete, Suleyman,Serin, Faruk
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : IGI Global
  • Book Code : 1799825825
  • Total of Pages : 322
  • Category : Medical
  • Members : 474
  • Pdf File: computational-intelligence-and-soft-computing-applications-in-healthcare-management-science.pdf

Book Short Summary:

In today’s modernized world, the field of healthcare has seen significant practical innovations with the implementation of computational intelligence approaches and soft computing methods. These two concepts present various solutions to complex scientific problems and imperfect data issues. This has made both very popular in the medical profession. There are still various areas to be studied and improved by these two schemes as healthcare practices continue to develop. Computational Intelligence and Soft Computing Applications in Healthcare Management Science is an essential reference source that discusses the implementation of soft computing techniques and computational methods in the various components of healthcare, telemedicine, and public health. Featuring research on topics such as analytical modeling, neural networks, and fuzzy logic, this book is ideally designed for software engineers, information scientists, medical professionals, researchers, developers, educators, academicians, and students.

Advances in Machine Learning and Computational Intelligence

By Srikanta Patnaik,Xin-She Yang,Ishwar K. Sethi
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer Nature
  • Book Code : 9811552436
  • Total of Pages : 878
  • Category : Technology & Engineering
  • Members : 161
  • Pdf File: advances-in-machine-learning-and-computational-intelligence.pdf

Book Short Summary:

This book gathers selected high-quality papers presented at the International Conference on Machine Learning and Computational Intelligence (ICMLCI-2019), jointly organized by Kunming University of Science and Technology and the Interscience Research Network, Bhubaneswar, India, from April 6 to 7, 2019. Addressing virtually all aspects of intelligent systems, soft computing and machine learning, the topics covered include: prediction; data mining; information retrieval; game playing; robotics; learning methods; pattern visualization; automated knowledge acquisition; fuzzy, stochastic and probabilistic computing; neural computing; big data; social networks and applications of soft computing in various areas.

Cognitive Informatics and Soft Computing

By Pradeep Kumar Mallick,Valentina Emilia Balas,Akash Kumar Bhoi,Gyoo-Soo Chae
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer Nature
  • Book Code : 9811514518
  • Total of Pages : 705
  • Category : Technology & Engineering
  • Members : 504
  • Pdf File: cognitive-informatics-and-soft-computing.pdf

Book Short Summary:

The book presents new approaches and methods for solving real-world problems. It highlights, in particular, innovative research in the fields of Cognitive Informatics, Cognitive Computing, Computational Intelligence, Advanced Computing, and Hybrid Intelligent Models and Applications. New algorithms and methods in a variety of fields are presented, together with solution-based approaches. The topics addressed include various theoretical aspects and applications of Computer Science, Artificial Intelligence, Cybernetics, Automation Control Theory, and Software Engineering.

Soft Computing in Artificial Intelligence

By Young Im Cho,Eric T. Matson
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer
  • Book Code : 3319055151
  • Total of Pages : 153
  • Category : Technology & Engineering
  • Members : 435
  • Pdf File: soft-computing-in-artificial-intelligence.pdf

Book Short Summary:

This book explores the concept of artificial intelligence based on knowledge-based algorithms. Given the current hardware and software technologies and artificial intelligence theories, we can think of how efficient to provide a solution, how best to implement a model and how successful to achieve it. This edition provides readers with the most recent progress and novel solutions in artificial intelligence. This book aims at presenting the research results and solutions of applications in relevance with artificial intelligence technologies. We propose to researchers and practitioners some methods to advance the intelligent systems and apply artificial intelligence to specific or general purpose. This book consists of 13 contributions that feature fuzzy (r, s)-minimal pre- and β-open sets, handling big coocurrence matrices, Xie-Beni-type fuzzy cluster validation, fuzzy c-regression models, combination of genetic algorithm and ant colony optimization, building expert system, fuzzy logic and neural network, individual role adaptation for team sports, application of polynomial neural networks, recursive neuro-fuzzy algorithm for water management, application of interactive genetic algorithm, and Artificial Neural Network (ANN) model. This edition is published in original, peer reviewed contributions covering from initial design to final prototypes and verification.

Hard and Soft Computing for Artificial Intelligence, Multimedia and Security

By Shin-ya Kobayashi,Andrzej Piegat,Jerzy Pejaś,Imed El Fray,Janusz Kacprzyk
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer
  • Book Code : 331948429X
  • Total of Pages : 368
  • Category : Technology & Engineering
  • Members : 462
  • Pdf File: hard-and-soft-computing-for-artificial-intelligence-multimedia-and-security.pdf

Book Short Summary:

This book gathers the proceedings of the 20th International Conference on Advanced Computer Systems 2016, held in Międzyzdroje (Poland) on October 19–21, 2016. Addressing topics that include artificial intelligence (AI), software technologies, multimedia systems, IT security and design of information systems, the main purpose of the conference and the book is to create an opportunity to exchange significant insights on this area between science and business. In particular, this expertise concerns the use of hard and soft computational methods for artificial intelligence, image and data processing, and finally, the design of information and security systems. The book contains a collection of carefully selected, peer-reviewed papers, combining high-quality original unpublished research, case studies, and implementation experiences.

Cognitive Informatics and Soft Computing

By Pradeep Kumar Mallick,Akash Kumar Bhoi,Gonçalo Marques,Victor Hugo C. de Albuquerque
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer Nature
  • Book Code : 9811610568
  • Total of Pages : 983
  • Category : Technology & Engineering
  • Members : 834
  • Pdf File: cognitive-informatics-and-soft-computing.pdf

Book Short Summary:

This book presents best selected research papers presented at the 3rd International Conference on Cognitive Informatics and Soft Computing (CISC 2020), held at Balasore College of Engineering & Technology, Balasore, Odisha, India, from 12 to 13 December 2020. It highlights, in particular, innovative research in the fields of cognitive informatics, cognitive computing, computational intelligence, advanced computing, and hybrid intelligent models and applications. New algorithms and methods in a variety of fields are presented, together with solution-based approaches. The topics addressed include various theoretical aspects and applications of computer science, artificial intelligence, cybernetics, automation control theory, and software engineering.

Soft Computing for Intelligent Systems

By Nikhil Marriwala,C. C Tripathi,Shruti Jain,Shivakumar Mathapathi
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer Nature
  • Book Code : 9811610487
  • Total of Pages : 653
  • Category : Technology & Engineering
  • Members : 914
  • Pdf File: soft-computing-for-intelligent-systems.pdf

Book Short Summary:

This book presents high-quality research papers presented at the International Conference on Soft Computing for Intelligent Systems (SCIS 2020), held during 18–20 December 2020 at University Institute of Engineering and Technology, Kurukshetra University, Kurukshetra, Haryana, India. The book encompasses all branches of artificial intelligence, computational sciences and machine learning which is based on computation at some level such as AI-based Internet of things, sensor networks, robotics, intelligent diabetic retinopathy, intelligent cancer genes analysis using computer vision, evolutionary algorithms, fuzzy systems, medical automatic identification intelligence system and applications in agriculture, health care, smart grid and instrumentation systems. The book is helpful for educators, researchers and developers working in the area of recent advances and upcoming technologies utilizing computational sciences in signal processing, imaging, computing, instrumentation, artificial intelligence and their applications.

Soft Computing Methods for Practical Environment Solutions: Techniques and Studies

By Gestal Pose, Marcos,Rivero Cebri n, Daniel
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : IGI Global
  • Book Code : 1615208941
  • Total of Pages : 452
  • Category : Computers
  • Members : 874
  • Pdf File: soft-computing-methods-for-practical-environment-solutions.pdf

Book Short Summary:

"This publication presents a series of practical applications of different Soft Computing techniques to real-world problems, showing the enormous potential of these techniques in solving problems"--Provided by publisher.

Recent Trends in Data Science and Soft Computing

By Faisal Saeed,Nadhmi Gazem,Fathey Mohammed,Abdelsalam Busalim
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer
  • Book Code : 3319990071
  • Total of Pages : 1126
  • Category : Technology & Engineering
  • Members : 472
  • Pdf File: recent-trends-in-data-science-and-soft-computing.pdf

Book Short Summary:

This book presents the proceedings of the 3rd International Conference of Reliable Information and Communication Technology 2018 (IRICT 2018), which was held in Kuala Lumpur, Malaysia, on July 23–24, 2018. The main theme of the conference was “Data Science, AI and IoT Trends for the Fourth Industrial Revolution.” A total of 158 papers were submitted to the conference, of which 103 were accepted and considered for publication in this book. Several hot research topics are covered, including Advances in Data Science and Big Data Analytics, Artificial Intelligence and Soft Computing, Business Intelligence, Internet of Things (IoT) Technologies and Applications, Intelligent Communication Systems, Advances in Computer Vision, Health Informatics, Reliable Cloud Computing Environments, Recent Trends in Knowledge Management, Security Issues in the Cyber World, and Advances in Information Systems Research, Theories and Methods.

Intelligent and Soft Computing in Infrastructure Systems Engineering

By Kasthurirangan Gopalakrishnan,Halil Ceylan,Nii O. Attoh-Okine
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer
  • Book Code : 3642045863
  • Total of Pages : 325
  • Category : Computers
  • Members : 647
  • Pdf File: intelligent-and-soft-computing-in-infrastructure-systems-engineering.pdf

Book Short Summary:

The term “soft computing” applies to variants of and combinations under the four broad categories of evolutionary computing, neural networks, fuzzy logic, and Bayesian statistics. Although each one has its separate strengths, the complem- tary nature of these techniques when used in combination (hybrid) makes them a powerful alternative for solving complex problems where conventional mat- matical methods fail. The use of intelligent and soft computing techniques in the field of geo- chanical and pavement engineering has steadily increased over the past decade owing to their ability to admit approximate reasoning, imprecision, uncertainty and partial truth. Since real-life infrastructure engineering decisions are made in ambiguous environments that require human expertise, the application of soft computing techniques has been an attractive option in pavement and geomecha- cal modeling. The objective of this carefully edited book is to highlight key recent advances made in the application of soft computing techniques in pavement and geo- chanical systems. Soft computing techniques discussed in this book include, but are not limited to: neural networks, evolutionary computing, swarm intelligence, probabilistic modeling, kernel machines, knowledge discovery and data mining, neuro-fuzzy systems and hybrid approaches. Highlighted application areas include infrastructure materials modeling, pavement analysis and design, rapid interpre- tion of nondestructive testing results, porous asphalt concrete distress modeling, model parameter identification, pavement engineering inversion problems, s- grade soils characterization, and backcalculation of pavement layer thickness and moduli.

FUNDAMENTAL OF SOFT COMPUTING

By Kuntal Barua/Prof Prasun Chakrabarti
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : BPB Publications
  • Book Code : 9387284778
  • Total of Pages : 256
  • Category : Computers
  • Members : 145
  • Pdf File: fundamental-of-soft-computing.pdf

Book Short Summary:

Description:This book is going to be the first well organized book for soft computing, including all the three major constituents or aspect of soft computing (neural networks, fuzzy logic and evolutionary computation), and hopefully will be proved beneficial for both kind of people; those striving to gain knowledge and those striving to score grades. The book is comprised of each and every topic of soft computing is a vast field of artificial intelligence with very much exploration to real time problems, especially regarding the quench of decision making and automation in the leading AI industries.Key Features:Comprehensive coverage of various aspects of soft computing concepts.Artificial intelligence, Neuro computing, Fuzzy logic Evolutionary computation.Strictly in accordance for the syllabus coverd under UG, PG, and Doctoral courses. (B.E. / B. Tech./ MCA/ M. Tech/ Research Scholars)Simple language, crystal clear approach, straight forward comprehensible presentation.The concepts are duly supported by several examples.Important question papers for every chapters.Table of contents:Chapter 1: Introduction to Neuro-computingChapter 2: Training the Neural networksChapter 3: The unsupervised networksChapter 4: The fuzzy logicChapter 5: The Evolutionary computationChapter 6: Few Auxiliary algorithms

Hybrid Artificial Intelligence and IoT in Healthcare

By Akash Kumar Bhoi,Pradeep Kumar Mallick,Mihir Narayana Mohanty,Victor Hugo C. de Albuquerque
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer Nature
  • Book Code : 9811629722
  • Total of Pages : 328
  • Category : Technology & Engineering
  • Members : 125
  • Pdf File: hybrid-artificial-intelligence-and-iot-in-healthcare.pdf

Book Short Summary:

This book covers applications for hybrid artificial intelligence (AI) and Internet of Things (IoT) for integrated approach and problem solving in the areas of radiology, drug interactions, creation of new drugs, imaging, electronic health records, disease diagnosis, telehealth, and mobility-related problems in healthcare. The book discusses the convergence of AI and the hybrid approaches in healthcare which optimizes the possible solutions and better treatment. Internet of Things (IoT) in healthcare is the next-gen technologies which automate the healthcare facility by mobility solutions are discussed in detail. It also discusses hybrid AI with bio-inspired techniques, genetic algorithm, neuro-fuzzy algorithms, and soft computing approaches which significantly improves the prediction of critical cardiovascular abnormalities and other healthcare solutions to the ongoing challenging research.

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
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer Nature
  • Book Code : 3030878694
  • Total of Pages : 832
  • Category : Technology & Engineering
  • Members : 768
  • Pdf File: 16th-international-conference-on-soft-computing-models-in-industrial-and-environmental-applications.pdf

Book Short Summary:

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.

Cognitive Science and Artificial Intelligence

By Sasikumar Gurumoorthy,Bangole Narendra Kumar Rao,Xiao-Zhi Gao
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer
  • Book Code : 9811066981
  • Total of Pages : 112
  • Category : Technology & Engineering
  • Members : 226
  • Pdf File: cognitive-science-and-artificial-intelligence.pdf

Book Short Summary:

This book presents interdisciplinary research on cognition, mind and behavior from an information processing perspective. It includes chapters on Artificial Intelligence, Decision Support Systems, Machine Learning, Data Mining and Support Vector Machines, chiefly with regard to the data obtained and analyzed in Medical Informatics, Bioinformatics and related disciplines. The book reflects the state-of-the-art in Artificial Intelligence and Cognitive Science, and covers theory, algorithms, numerical simulation, error and uncertainty analysis, as well novel applications of new processing techniques in Biomedical Informatics, Computer Science and its applied areas. As such, it offers a valuable resource for students and researchers from the fields of Computer Science and Engineering in Medicine and Biology.

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
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer Nature
  • Book Code : 303057802X
  • Total of Pages : 876
  • Category : Technology & Engineering
  • Members : 656
  • Pdf File: 15th-international-conference-on-soft-computing-models-in-industrial-and-environmental-applications.pdf

Book Short Summary:

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.

Handbook of Research on Soft Computing and Nature-Inspired Algorithms

By Shandilya, Shishir K.,Shandilya, Smita,Deep, Kusum,Nagar, Atulya K.
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : IGI Global
  • Book Code : 1522521291
  • Total of Pages : 627
  • Category : Computers
  • Members : 261
  • Pdf File: handbook-of-research-on-soft-computing-and-nature-inspired-algorithms.pdf

Book Short Summary:

Soft computing and nature-inspired computing both play a significant role in developing a better understanding to machine learning. When studied together, they can offer new perspectives on the learning process of machines. The Handbook of Research on Soft Computing and Nature-Inspired Algorithms is an essential source for the latest scholarly research on applications of nature-inspired computing and soft computational systems. Featuring comprehensive coverage on a range of topics and perspectives such as swarm intelligence, speech recognition, and electromagnetic problem solving, this publication is ideally designed for students, researchers, scholars, professionals, and practitioners seeking current research on the advanced workings of intelligence in computing systems.

Intelligent Systems and Soft Computing

By Behnam Azvine,Nader Azarmi,Detlef D. Nauck
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer
  • Book Code : 3540449175
  • Total of Pages : 358
  • Category : Computers
  • Members : 553
  • Pdf File: intelligent-systems-and-soft-computing.pdf

Book Short Summary:

Artificial intelligence has, traditionally focused on solving human-centered problems like natural language processing or common-sense reasoning. On the other hand, for a while now soft computing has been applied successfully in areas like pattern recognition, clustering, or automatic control. The papers in this book explore the possibility of bringing these two areas together. This book is unique in the way it concentrates on building intelligent software systems by combining methods from diverse disciplines, such as fuzzy set theory, neuroscience, agent technology, knowledge discovery, and symbolic artificial intelligence. The first part of the book focuses on foundational aspects and future directions; the second part provides the reader with an overview of recently developed software tools for building flexible intelligent systems; the final section studies developed applications in various fields.

Applications of Artificial Intelligence and Machine Learning

By Ankur Choudhary,Arun Prakash Agrawal,Rajasvaran Logeswaran,Bhuvan Unhelkar
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer Nature
  • Book Code : 9811630674
  • Total of Pages : 738
  • Category : Computers
  • Members : 131
  • Pdf File: applications-of-artificial-intelligence-and-machine-learning.pdf

Book Short Summary:

The book presents a collection of peer-reviewed articles from the International Conference on Advances and Applications of Artificial Intelligence and Machine Learning - ICAAAIML 2020. The book covers research in artificial intelligence, machine learning, and deep learning applications in healthcare, agriculture, business, and security. This volume contains research papers from academicians, researchers as well as students. There are also papers on core concepts of computer networks, intelligent system design and deployment, real-time systems, wireless sensor networks, sensors and sensor nodes, software engineering, and image processing. This book will be a valuable resource for students, academics, and practitioners in the industry working on AI applications.

Analysis and Design of Intelligent Systems Using Soft Computing Techniques

By Patricia Melin,Oscar Castillo,Eduardo G. Ramírez,Witold Pedrycz
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer Science & Business Media
  • Book Code : 354072432X
  • Total of Pages : 855
  • Category : Technology & Engineering
  • Members : 794
  • Pdf File: analysis-and-design-of-intelligent-systems-using-soft-computing-techniques.pdf

Book Short Summary:

This book comprises a selection of papers on new methods for analysis and design of hybrid intelligent systems using soft computing techniques from the IFSA 2007 World Congress, held in Cancun, Mexico, June 2007.

Advances on Smart and Soft Computing

By Faisal Saeed,Tawfik Al-Hadhrami,Fathey Mohammed,Errais Mohammed
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer Nature
  • Book Code : 981156048X
  • Total of Pages : 657
  • Category : Technology & Engineering
  • Members : 125
  • Pdf File: advances-on-smart-and-soft-computing.pdf

Book Short Summary:

This book gathers high-quality papers presented at the First International Conference of Advanced Computing and Informatics (ICACIn 2020), held in Casablanca, Morocco, on April 12–13, 2020. It covers a range of topics, including artificial intelligence technologies and applications, big data analytics, smart computing, smart cities, Internet of things (IoT), data communication, cloud computing, machine learning algorithms, data stream management and analytics, deep learning, data mining applications, information retrieval, cloud computing platforms, parallel processing, natural language processing, predictive analytics, knowledge management approaches, information security, security in IoT, big data and cloud computing, high-performance computing and computational informatics.

Computational Intelligence in Pattern Recognition

By Asit Kumar Das,Janmenjoy Nayak,Bighnaraj Naik,Soumi Dutta,Danilo Pelusi
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : Springer Nature
  • Book Code : 9811625433
  • Total of Pages : 765
  • Category : Technology & Engineering
  • Members : 435
  • Pdf File: computational-intelligence-in-pattern-recognition.pdf

Book Short Summary:

This book features high-quality research papers presented at the 3rd International Conference on Computational Intelligence in Pattern Recognition (CIPR 2021), held at the Institute of Engineering and Management, Kolkata, West Bengal, India, on 24 – 25 April 2021. It includes practical development experiences in various areas of data analysis and pattern recognition, focusing on soft computing technologies, clustering and classification algorithms, rough set and fuzzy set theory, evolutionary computations, neural science and neural network systems, image processing, combinatorial pattern matching, social network analysis, audio and video data analysis, data mining in dynamic environments, bioinformatics, hybrid computing, big data analytics and deep learning. It also provides innovative solutions to the challenges in these areas and discusses recent developments.

Ubiquitous Machine Learning and Its Applications

By Kumar, Pradeep,Tiwari, Arvind
  • File : Pdf, ePub, Mobi, Kindle
  • Publisher : IGI Global
  • Book Code : 1522525467
  • Total of Pages : 259
  • Category : Computers
  • Members : 447
  • Pdf File: ubiquitous-machine-learning-and-its-applications.pdf

Book Short Summary:

Constant improvements in technological applications have allowed for more opportunities to develop automated systems. This not only leads to higher success in smart data analysis, but also ensures that technological progression will continue. Ubiquitous Machine Learning and its Applications is a pivotal reference source for the latest research on the issues and challenges machines face in the new millennium. Featuring extensive coverage on relevant areas such as computational advertising, software engineering, and bioinformatics, this publication is an ideal resource for academicians, graduate students, engineering professionals, and researchers interested in discovering how they can apply these advancements to various disciplines.