Redes Neuronales Y Sistemas Borrosos

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Redes neuronales y sistemas borrosos

Author : Bonifacio Martín del Brío
Publisher : Editorial Ra-Ma
ISBN 13 : 9788478977437
Total Pages : 404 pages
Book Rating : 4.9/5 (774 download)

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Book Synopsis Redes neuronales y sistemas borrosos by : Bonifacio Martín del Brío

Download or read book Redes neuronales y sistemas borrosos written by Bonifacio Martín del Brío and published by Editorial Ra-Ma. This book was released on 2006 with total page 404 pages. Available in PDF, EPUB and Kindle. Book excerpt: Los sistemas digitales de cómputo actuales presentan problemas al abordar tareas del mundo real, donde la información es masiva, redundante e imprecisa. Por ello, desde hace unos años se vienen proponiendo nuevos modelos de procesamiento inspirados en las soluciones encontradas por la naturaleza durante millones de años de evolución, que podrían ayudar a resolver importantes problemas tecnológicos como los de visión, habla, control e inteligencia artificial. De entre estos nuevos modelos destacan las redes neuronales artificiales, que imitan la estructura del cerebro para reproducir algunas de sus capacidades y aprenden a realizar tareas a partir de ejemplos. Por otro lado, los sistemas borrosos (fuzzy) emulan el razonamiento aproximado de nuestro cerebro, permitiendo manejar conceptos vagos e imprecisos como los empleados en la vida cotidiana. Ambos modelos, junto con otros como los algoritmos genéticos, se enmarcan en la denominada inteligencia computacional o soft computing, complementando disciplinas clásicas como el tratamiento de señal o la inteligencia artificial, aplicándose ya a problemas muy diversos como reconocimiento de caracteres, electrodomésticos inteligentes, procesado de imagen, predicción bursátil, etc. Este libro se dirige a todo aquel que esté interesado en iniciarse en estas cuestiones, especialmente estudiantes, docentes y personal de la empresa; el único requisito es contar con una mínima base matemática, como la adquirida en estudios de ciencias, ingenierías o económicas. La primera edición (1997) fue el primer libro en español dedicado a ambos temas; desde entonces ha sido adoptado como texto de clase en diversas universidades españolas y americanas. En esta tercera edición (2006) se han actualizado algunos de sus capítulos y referencias bibliográficas, añadiéndose algunos modelos novedosos. "Redes Neuronales y Sistemas Borrosos supone una valiosa contribución a la literatura de la soft computing y de los sistemas neuroborrosos. Su fácil lectura, amplio tratamiento de ejemplos reales, y la gran competencia de los autores en la materia, hacen de este texto una importante fuente de información para todo aquel interesado en comprender y familiarizarse con las herramientas básicas que proporcionan las metodologías neuronales y borrosas. Los autores y la editorial merecen nuestro agradecimiento y aplauso". Prof. Lotfi A. Zadeh, catedrático emérito de la Universidad de California en Berkeley.

Foundations and Tools for Neural Modeling

Author : Jose Mira
Publisher : Springer Science & Business Media
ISBN 13 : 9783540660699
Total Pages : 900 pages
Book Rating : 4.6/5 (66 download)

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Book Synopsis Foundations and Tools for Neural Modeling by : Jose Mira

Download or read book Foundations and Tools for Neural Modeling written by Jose Mira and published by Springer Science & Business Media. This book was released on 1999-05-19 with total page 900 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes, together with its compagnion LNCS 1606, the refereed proceedings of the International Work-Conference on Artificial & Neural Networks, IWANN'99, held in Alicante, Spain in June 1999. The 91 revised papers presented were carefully reviewed & selected for inclusion in the book. This volume is devoted to applications of biologically inspired artificial neural networks in various engineering disciplines. The papers are organized in parts on artificial neural nets simulation & implementation, image processing & engineering applications.

New Classification Method Based on Modular Neural Networks with the LVQ Algorithm and Type-2 Fuzzy Logic

Author : Jonathan Amezcua
Publisher : Springer
ISBN 13 : 3319737732
Total Pages : 78 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis New Classification Method Based on Modular Neural Networks with the LVQ Algorithm and Type-2 Fuzzy Logic by : Jonathan Amezcua

Download or read book New Classification Method Based on Modular Neural Networks with the LVQ Algorithm and Type-2 Fuzzy Logic written by Jonathan Amezcua and published by Springer. This book was released on 2018-02-05 with total page 78 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book a new model for data classification was developed. This new model is based on the competitive neural network Learning Vector Quantization (LVQ) and type-2 fuzzy logic. This computational model consists of the hybridization of the aforementioned techniques, using a fuzzy logic system within the competitive layer of the LVQ network to determine the shortest distance between a centroid and an input vector. This new model is based on a modular LVQ architecture to further improve its performance on complex classification problems. It also implements a data-similarity process for preprocessing the datasets, in order to build dynamic architectures, having the classes with the highest degree of similarity in different modules. Some architectures were developed in order to work mainly with two datasets, an arrhythmia dataset (using ECG signals) for classifying 15 different types of arrhythmias, and a satellite images segments dataset used for classifying six different types of soil. Both datasets show interesting features that makes them interesting for testing new classification methods.

Handbook of Research on Emergent Applications of Optimization Algorithms

Author : Vasant, Pandian
Publisher : IGI Global
ISBN 13 : 1522529918
Total Pages : 948 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Handbook of Research on Emergent Applications of Optimization Algorithms by : Vasant, Pandian

Download or read book Handbook of Research on Emergent Applications of Optimization Algorithms written by Vasant, Pandian and published by IGI Global. This book was released on 2017-10-31 with total page 948 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modern optimization approaches have attracted an increasing number of scientists, decision makers, and researchers. As new issues in this field emerge, different optimization methodologies must be developed and implemented. The Handbook of Research on Emergent Applications of Optimization Algorithms is an authoritative reference source for the latest scholarly research on modern optimization techniques for solving complex problems of global optimization and their applications in economics and engineering. Featuring coverage on a broad range of topics and perspectives such as hybrid systems, non-cooperative games, and cryptography, this publication is ideally designed for students, researchers, and engineers interested in emerging developments in optimization algorithms.

Knowledge Management

Author : Murray E. Jennex
Publisher : IGI Global
ISBN 13 : 1599049341
Total Pages : 3442 pages
Book Rating : 4.5/5 (99 download)

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Book Synopsis Knowledge Management by : Murray E. Jennex

Download or read book Knowledge Management written by Murray E. Jennex and published by IGI Global. This book was released on 2008-01-01 with total page 3442 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides comprehensive, in-depth coverage of all issues related to knowledge management, including conceptual, methodological, technical, and managerial issues. Presents the opportunities, future challenges, and emerging trends related to this subject.

Encyclopedia of Database Technologies and Applications

Author : Rivero, Laura C.
Publisher : IGI Global
ISBN 13 : 1591407958
Total Pages : 784 pages
Book Rating : 4.5/5 (914 download)

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Book Synopsis Encyclopedia of Database Technologies and Applications by : Rivero, Laura C.

Download or read book Encyclopedia of Database Technologies and Applications written by Rivero, Laura C. and published by IGI Global. This book was released on 2005-06-30 with total page 784 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Addresses the evolution of database management, technologies and applications along with the progress and endeavors of new research areas."--P. xiii.

Research Anthology on Artificial Neural Network Applications

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1668424096
Total Pages : 1575 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Research Anthology on Artificial Neural Network Applications by : Management Association, Information Resources

Download or read book Research Anthology on Artificial Neural Network Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2021-07-16 with total page 1575 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial neural networks (ANNs) present many benefits in analyzing complex data in a proficient manner. As an effective and efficient problem-solving method, ANNs are incredibly useful in many different fields. From education to medicine and banking to engineering, artificial neural networks are a growing phenomenon as more realize the plethora of uses and benefits they provide. Due to their complexity, it is vital for researchers to understand ANN capabilities in various fields. The Research Anthology on Artificial Neural Network Applications covers critical topics related to artificial neural networks and their multitude of applications in a number of diverse areas including medicine, finance, operations research, business, social media, security, and more. Covering everything from the applications and uses of artificial neural networks to deep learning and non-linear problems, this book is ideal for computer scientists, IT specialists, data scientists, technologists, business owners, engineers, government agencies, researchers, academicians, and students, as well as anyone who is interested in learning more about how artificial neural networks can be used across a wide range of fields.

Collected Papers. Volume XIV

Author : Florentin Smarandache
Publisher : Infinite Study
ISBN 13 :
Total Pages : 970 pages
Book Rating : 4./5 ( download)

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Book Synopsis Collected Papers. Volume XIV by : Florentin Smarandache

Download or read book Collected Papers. Volume XIV written by Florentin Smarandache and published by Infinite Study. This book was released on 2022-11-01 with total page 970 pages. Available in PDF, EPUB and Kindle. Book excerpt: This fourteenth volume of Collected Papers is an eclectic tome of 87 papers in Neutrosophics and other fields, such as mathematics, fuzzy sets, intuitionistic fuzzy sets, picture fuzzy sets, information fusion, robotics, statistics, or extenics, comprising 936 pages, published between 2008-2022 in different scientific journals or currently in press, by the author alone or in collaboration with the following 99 co-authors (alphabetically ordered) from 26 countries: Ahmed B. Al-Nafee, Adesina Abdul Akeem Agboola, Akbar Rezaei, Shariful Alam, Marina Alonso, Fran Andujar, Toshinori Asai, Assia Bakali, Azmat Hussain, Daniela Baran, Bijan Davvaz, Bilal Hadjadji, Carlos Díaz Bohorquez, Robert N. Boyd, M. Caldas, Cenap Özel, Pankaj Chauhan, Victor Christianto, Salvador Coll, Shyamal Dalapati, Irfan Deli, Balasubramanian Elavarasan, Fahad Alsharari, Yonfei Feng, Daniela Gîfu, Rafael Rojas Gualdrón, Haipeng Wang, Hemant Kumar Gianey, Noel Batista Hernández, Abdel-Nasser Hussein, Ibrahim M. Hezam, Ilanthenral Kandasamy, W.B. Vasantha Kandasamy, Muthusamy Karthika, Nour Eldeen M. Khalifa, Madad Khan, Kifayat Ullah, Valeri Kroumov, Tapan Kumar Roy, Deepesh Kunwar, Le Thi Nhung, Pedro López, Mai Mohamed, Manh Van Vu, Miguel A. Quiroz-Martínez, Marcel Migdalovici, Kritika Mishra, Mohamed Abdel-Basset, Mohamed Talea, Mohammad Hamidi, Mohammed Alshumrani, Mohamed Loey, Muhammad Akram, Muhammad Shabir, Mumtaz Ali, Nassim Abbas, Munazza Naz, Ngan Thi Roan, Nguyen Xuan Thao, Rishwanth Mani Parimala, Ion Pătrașcu, Surapati Pramanik, Quek Shio Gai, Qiang Guo, Rajab Ali Borzooei, Nimitha Rajesh, Jesús Estupiñan Ricardo, Juan Miguel Martínez Rubio, Saeed Mirvakili, Arsham Borumand Saeid, Saeid Jafari, Said Broumi, Ahmed A. Salama, Nirmala Sawan, Gheorghe Săvoiu, Ganeshsree Selvachandran, Seok-Zun Song, Shahzaib Ashraf, Jayant Singh, Rajesh Singh, Son Hoang Le, Tahir Mahmood, Kenta Takaya, Mirela Teodorescu, Ramalingam Udhayakumar, Maikel Y. Leyva Vázquez, V. Venkateswara Rao, Luige Vlădăreanu, Victor Vlădăreanu, Gabriela Vlădeanu, Michael Voskoglou, Yaser Saber, Yong Deng, You He, Youcef Chibani, Young Bae Jun, Wadei F. Al-Omeri, Hongbo Wang, Zayen Azzouz Omar.

Foundations of Intelligent Systems

Author : Floriana Esposito
Publisher : Springer
ISBN 13 : 3540457666
Total Pages : 783 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Foundations of Intelligent Systems by : Floriana Esposito

Download or read book Foundations of Intelligent Systems written by Floriana Esposito and published by Springer. This book was released on 2006-09-28 with total page 783 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 16th International Symposium on Methodologies for Intelligent Systems, ISMIS 2006. The book presents 81 revised papers together with 3 invited papers. Topical sections include active media human-computer interaction, computational intelligence, intelligent agent technology, intelligent information retrieval, intelligent information systems, knowledge representation and integration, knowledge discovery and data mining, logic for AI and logic programming, machine learning, text mining, and Web intelligence.

Air Quality

Author : Dragana Popovic
Publisher : BoD – Books on Demand
ISBN 13 : 9533073071
Total Pages : 380 pages
Book Rating : 4.5/5 (33 download)

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Book Synopsis Air Quality by : Dragana Popovic

Download or read book Air Quality written by Dragana Popovic and published by BoD – Books on Demand. This book was released on 2011-07-05 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: Air pollution has been a major transboundary problem and a matter of global concern for decades. High concentrations of different air pollutants are particularly harmful to large cities residents, where numerous anthropogenic activities strongly influence the quality of air. Although there are many books on the subject, the one in front of you will hopefully fulfill some of the gaps in the area of air quality monitoring and modeling, and be of help to graduate students, professionals and researchers. The book is divided in five sections, dealing with mathematical models and computing techniques used in air pollution monitoring and forecasting; air pollution models and application; measuring methodologies in air pollution monitoring and control; experimental data on urban air pollution in China, Egypt, Northeastern U.S, Brazil and Romania; and finally, the health effects due to exposure to benzene, and on the influence of air pollutants on the acute respiratory diseases in children in Mexico.

Bioinformatics Applications Based On Machine Learning

Author : Pablo Chamoso
Publisher : MDPI
ISBN 13 : 3036507604
Total Pages : 206 pages
Book Rating : 4.0/5 (365 download)

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Book Synopsis Bioinformatics Applications Based On Machine Learning by : Pablo Chamoso

Download or read book Bioinformatics Applications Based On Machine Learning written by Pablo Chamoso and published by MDPI. This book was released on 2021-09-01 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: The great advances in information technology (IT) have implications for many sectors, such as bioinformatics, and has considerably increased their possibilities. This book presents a collection of 11 original research papers, all of them related to the application of IT-related techniques within the bioinformatics sector: from new applications created from the adaptation and application of existing techniques to the creation of new methodologies to solve existing problems.

Proceedings of the Tenth International Conference on Management Science and Engineering Management

Author : Jiuping Xu
Publisher : Springer
ISBN 13 : 9811018375
Total Pages : 1697 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Proceedings of the Tenth International Conference on Management Science and Engineering Management by : Jiuping Xu

Download or read book Proceedings of the Tenth International Conference on Management Science and Engineering Management written by Jiuping Xu and published by Springer. This book was released on 2016-08-23 with total page 1697 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the proceedings of the Tenth International Conference on Management Science and Engineering Management (ICMSEM2016) held from August 30 to September 02, 2016 at Baku, Azerbaijan and organized by the International Society of Management Science and Engineering Management, Sichuan University (Chengdu, China) and Ministry of Education of Azerbaijan. The aim of conference was to foster international research collaborations in management science and engineering management as well as to provide a forum to present current research findings. The presented papers were selected and reviewed by the Program Committee, made up of respected experts in the area of management science and engineering management from around the globe. The contributions focus on identifying management science problems in engineering, innovatively using management theory and methods to solve engineering problems effectively and establishing novel management theories and methods to address new engineering management issues.

Modelling Environmental Dynamics

Author : Martin Paegelow
Publisher : Springer Science & Business Media
ISBN 13 : 3540684980
Total Pages : 405 pages
Book Rating : 4.5/5 (46 download)

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Book Synopsis Modelling Environmental Dynamics by : Martin Paegelow

Download or read book Modelling Environmental Dynamics written by Martin Paegelow and published by Springer Science & Business Media. This book was released on 2008-07-16 with total page 405 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modelling environmental dynamics is critical to understanding and predicting the evolution of the environment in response to the large number of influences including urbanisation, climate change and deforestation. Simulation and modelling provide support for decision making in environmental management. The first chapter introduces terminology and provides an overview of methodological modelling approaches which may be applied to environmental and complex dynamics. Based on this introduction this book illustrates various models applied to a large variety of themes: deforestation in tropical regions, fire risk, natural reforestation in European mountains, agriculture, biodiversity, urbanism, climate change and land management for decision support, etc. These case studies, provided by a large international spectrum of researchers and presented in a uniform structure, focus particularly on methods and model validation so that this book is not only aimed at researchers and graduates but also at professionals.

Hybrid Artificial Intelligent Systems

Author : Pablo García Bringas
Publisher : Springer Nature
ISBN 13 : 3031407253
Total Pages : 789 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Hybrid Artificial Intelligent Systems by : Pablo García Bringas

Download or read book Hybrid Artificial Intelligent Systems written by Pablo García Bringas and published by Springer Nature. This book was released on 2023-08-28 with total page 789 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 18th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2023, held in Salamanca, Spain, during September 5–7, 2023. The 65 full papers included in this book were carefully reviewed and selected from 120 submissions. They were organized in topical sections as follows: Anomaly and Fault Detection, Data Mining and Decision Support Systems, Deep Learning, Evolutionary Computation and Optimization, HAIS Applications, Image and Speech Signal Processing, Agents and Multiagents, Biomedical Applicatons.

Maritime Technology and Engineering 5 Volume 1

Author : Carlos Guedes Soares
Publisher : CRC Press
ISBN 13 : 1000459004
Total Pages : 1616 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Maritime Technology and Engineering 5 Volume 1 by : Carlos Guedes Soares

Download or read book Maritime Technology and Engineering 5 Volume 1 written by Carlos Guedes Soares and published by CRC Press. This book was released on 2021-07-08 with total page 1616 pages. Available in PDF, EPUB and Kindle. Book excerpt: This set of two volumes comprises the collection of the papers presented at the 5th International Conference on Maritime Technology and Engineering (MARTECH 2020) that was held in Lisbon, Portugal, from 16 to 19 November 2020. The Conference has evolved from the series of biennial national conferences in Portugal, which have become an international event, and which reflect the internationalization of the maritime sector and its activities. MARTECH 2020 is the fifth of this new series of biennial conferences. The set comprises 180 contributions that were reviewed by an International Scientific Committee. Volume 1 is dedicated to maritime transportation, ports and maritime traffic, as well as maritime safety and reliability. It further comprises sections dedicated to ship design, cruise ship design, and to the structural aspects of ship design, such as ultimate strength and composites, subsea structures as pipelines, and to ship building and ship repair.

Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Living

Author : Sigeru Omatu
Publisher : Springer
ISBN 13 : 3642024815
Total Pages : 1353 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Living by : Sigeru Omatu

Download or read book Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Living written by Sigeru Omatu and published by Springer. This book was released on 2009-06-06 with total page 1353 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume (II) contains all publications accepted for the symposiums and workshops held in parallel with the 10th International Work-Conference on Artificial Neural Networks (IWANN 2009), covering a wide spectrum of technological areas such as distributed computing, artificial intelligence, bioinformatics, soft computing and ambient-assisted living: • DCAI 2009 (International Symposium on Distributed Computing and Artificial Intelligence), covering artificial intelligence and its applications in distributed environments, such as the Internet, electronic commerce, mobile communi- tions, wireless devices, distributed computing, and so on. This event accepted a total of 96 submissions selected from a submission pool of 157 papers, from 12 different countries. • IWAAL 2009 (International Workshop of Ambient-Assisted Living), covering solutions aimed at increasing the quality of life, safety and health problems of elderly and disabled people by means of technology. This event accepted a - tal of 42 submissions selected from a submission pool of 78 papers, from 9 d- ferent countries. • IWPACBB 2009 (Third International Workshop on Practical Applications of Computational Biology and Bioinformatics), covering computational biology and bioinformatics as a possibility for knowledge discovery, modelling and - timization tasks, aiming at the development of computational models so that the response of biological complex systems to any perturbation can be p- dicted. This event accepted a total of 39 submissions selected from a subm- sion pool of 75 papers, from 6 different countries.

Advances in Computational Intelligence

Author : Ignacio Rojas
Publisher : Springer
ISBN 13 : 3642386792
Total Pages : 687 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Advances in Computational Intelligence by : Ignacio Rojas

Download or read book Advances in Computational Intelligence written by Ignacio Rojas and published by Springer. This book was released on 2013-06-21 with total page 687 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set LNCS 7902 and 7903 constitutes the refereed proceedings of the 12th International Work-Conference on Artificial Neural Networks, IWANN 2013, held in Puerto de la Cruz, Tenerife, Spain, in June 2013. The 116 revised papers were carefully reviewed and selected from numerous submissions for presentation in two volumes. The papers explore sections on mathematical and theoretical methods in computational intelligence, neurocomputational formulations, learning and adaptation emulation of cognitive functions, bio-inspired systems and neuro-engineering, advanced topics in computational intelligence and applications