Una aproximación práctica a las redes neuronales artificiales PDF Download

Author: Eduardo Francisco Caicedo Bravo
Publisher: Universidad del Valle
ISBN: 9587655109
Category : Technology & Engineering
Languages : es
Pages : 219

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Book Description
El propósito general de este libro es ser una guía para que el lector interesado en trabajar con redes neuronales artificiales (RNA), esté en capacidad de solucionar problemas propios de su disciplina usando esta técnica de la inteligencia computacional. La estructura del libro se concibe desde los tipos de aprendizaje, ya que es la característica más importante que poseen las redes neuronales artificiales y en ella radica su principal fortaleza para solucionar y adaptarse a diversos problemas. En este libro se encuentran contenidos teóricos básicos que lo dejarán preparado para afrontar el estudio de libros y artículos de carácter avanzado, acompañado de problemas resueltos que afianzan el saber y el saber hacer.

Author: José Ramón Hilera González
Publisher:
ISBN: 9788478971558
Category : Computers
Languages : es
Pages : 408

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Book Description
En el libro se realiza el estudio de la evolución, implementación práctica, fundamentos y características de los diferentes modelos existentes de redes neuronales, así como el análisis exhaustivo de aquellos tipos de redes elegidos por su importancia y por representar cada uno de ellos un posible ámbito de aplicación: Perceptrón, ADALINE y MADALINE, Backpropagation, redes de Hopfield, ART, redes de Kohonen, Counterpropagation y las redes estocásticas conocidas como Máquinas de Boltzmann y de Cauchy. De todos ellos se presenta su arquitectura, funcionamiento, mecanismo de aprendizaje, limitaciones del modelo y posibles aplicaciones. El contenido de la última parte del libro analiza algunas posibles combinaciones de la capacidad de aprendizaje de las redes neuronales artificiales con la capacidad de procesamiento de información imprecisa de la lógica borrosa.

Author: Andrea Basantes-Andrade
Publisher: Springer Nature
ISBN: 3030372219
Category : Technology & Engineering
Languages : en
Pages : 492

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Book Description
This book presents the proceedings of International Conference on Knowledge Society: Technology, Sustainability and Educational Innovation (TSIE 2019). The conference, which was held at UTN in Ibarra, Ecuador, on 3–5 July 2019, allowed participants and speakers to share their research and findings on emerging and innovative global issues. The conference was organized in collaboration with a number of research groups: Group for the Scientific Research Network (e-CIER); Research Group in Educational Innovation and Technology, University of Salamanca, Spain(GITE-USAL); International Research Group for Heritage and Sustainability (GIIPS), and the Social Science Research Group (GICS). In addition, it had the endorsement of the RedCLARA, e-science, Fidal Foundation, Red CEDIA, IEEE, Microsoft, Business IT, Adobe, and Argo Systems. The term “knowledge society” can be understood as the management, understanding and co-creation of knowledge oriented toward the sustainable development and positive transformation of society. In this context and on the occasion of the XXXIII anniversary of the Universidad Técnica del Norte (UTN), the Postgraduate Institute through its Master of Technology and Educational Innovation held the I International Congress on Knowledge Society: Technology, Sustainability and Educational Innovation – TSIE 2019, which brought together educators, researchers, academics, students, managers, and professionals, from both the public and private sectors to share knowledge and technological developments. The book covers the following topics: 1. curriculum, technology and educational innovation; 2. media and education; 3. applied computing; 4. educational robotics. 5. technology, culture, heritage, and tourism development perspectives; and 6. biodiversity and sustainability.

Author: Ochoa Ortiz-Zezzatti, Alberto
Publisher: IGI Global
ISBN: 1522581324
Category : Business & Economics
Languages : en
Pages : 528

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Book Description
Building accurate algorithms for the optimization of picking orders is a difficult task, especially when one considers the delays of real-world situations. In warehouse environments, diverse algorithms must be developed to enhance the global performance relating to combining customer orders into picking orders to reduce wait times. The Handbook of Research on Metaheuristics for Order Picking Optimization in Warehouses to Smart Cities is a pivotal reference source that addresses strategies for developing able algorithms in order to build better picking orders and the impact of these strategies on the picking systems in which diverse algorithms are implemented. While highlighting topics such ABC optimization, environmental intelligence, and order batching, this publication examines common picking aspects in warehouse environments ranging from manual order picking systems to automated retrieval systems. This book is intended for researchers, teachers, engineers, managers, and practitioners seeking research on algorithms to enhance the order picking performance.

Author: Miguel Túñez-López
Publisher: Springer
ISBN: 3319918605
Category : Technology & Engineering
Languages : en
Pages : 507

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Book Description
This book explores the disruptive changes in the media ecosystem caused by convergence and digitization, and analyses innovation processes in content production, distribution and commercialisation. It has been edited by Professors Miguel Túñez-López (Universidade de Santiago de Compostela, Spain), Valentín-Alejandro Martínez-Fernández (Universidade da Coruña, Spain), Xosé López-García (Universidade de Santiago de Compostela, Spain), Xosé Rúas-Araújo (Universidade de Vigo, Spain) and Francisco Campos-Freire (Universidade de Santiago de Compostela, Spain). The book includes contributions from European and American experts, who offer their views on the audiovisual sector, journalism and cyberjournalism, corporate and institutional communication, and education. It particularly highlights the role of new technologies, the Internet and social media, including the ethics and legal dimensions. With 30 contributions, grouped into diverse chapters, on information preferences and uses in journalism, as well as public audiovisual policies in the European Union, related to governance, funding, accountability, innovation, quality and public service, it provides a reliable media resource and presents lines of future development.

Author: Álvaro Rocha
Publisher: Springer Nature
ISBN: 9813341831
Category : Technology & Engineering
Languages : en
Pages : 783

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Book Description
This book includes selected papers presented at the International Conference on Marketing and Technologies (ICMarkTech 2020), held at ISCTE - University Institute of Lisbon, in the city of Lisbon in Portugal, between 8 and 10 October 2020. It covers up-to-date cutting-edge research on artificial intelligence applied in marketing, virtual and augmented reality in marketing, business intelligence databases and marketing, data mining and big data, marketing data science, web marketing, e-commerce and v-commerce, social media and networking, geomarketing and IoT, marketing automation and inbound marketing, machine learning applied to marketing, customer data management and CRM, and neuromarketing technologies.

Author: Ana Azevedo
Publisher: Acpil
ISBN: 9781911218777
Category : Social Science
Languages : en
Pages : 650

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Book Description
These proceedings represent the work of researchers participating in the International Conference on Gender Research (ICGR 2018) which is being hosted this year by the ISCAP in Porto, Portugal on 12-13 April 2018. ICGR is a new event on the international research conferences calendar and provides a valuable platform for individuals to present their research findings, display their work in progress and discuss conceptual and empirical advances in the areas surrounding Gender Research. It provides an important opportunity for researchers across a diverse range of fields all looking at aspects relating to Gender to come together with peers to share their varied and valuable experiences. The first day will be opened with a keynote presentation by Bruce I Newman from DePaul University in Chicago, USA who will address the topic Gender and Democracy. In the afternoon, there will be an additional keynote address on Empowering women in the IT/IS research: the importance of role models given by Isabel Ramos from, University of Minho, Portugal. The second day of the conference will be opened by Paola Paoloni from "NiccolÒ Cusano" University, Rome, Italy. Paola will be talking about A Relational Capital Dimension in Universities. In this event, participants will have the opportunity to have access to the latest research and developments concerning Gender Research and after an initial submission of 180 Abstracts, there will be 62 Research Papers, 8 PhD Research Papers, 2 Masters Papers, 1 Non-Academic and 4 Work in Progress Paper published in these Conference Proceedings. These papers represent truly global research in the field, with contributions from Australia, Belgium, Brazil, Canada, Colombia, Costa Rica, Cyprus, Czech Republic, Denmark, France, Germany, Greece, Iran, Italy, Kazakhstan, Lithuania, Malaysia, Mexico, Nepal, Nigeria, Pakistan, Philippines, Poland, Portugal, Russia, Slovakia, South Africa, Spain, Sweden, Taiwan, Thailand, The Netherlands, Turkey, UAE, UK and USA.

Author: Gérard Cliquet
Publisher: John Wiley & Sons
ISBN: 1786305801
Category : Business & Economics
Languages : en
Pages : 260

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Book Description
Location-based Marketing outlines the main concepts, methods and strategies for implementing spatial marketing, also known as geomarketing. With an emphasis on the value of mapping in marketing decision-making, this book demonstrates the importance of a more spatialized view of these decisions, in order to best respond to market realities – whether local or international. The main techniques of geomarketing are presented along with an understanding of the spatial behavior of consumers, both outside the point of sale and in stores. The book further introduces the idea of a "geomarketing mix", which spatializes product innovations, merchandising, pricing and various aspects of promotion. Finally, the book defines what real georetailing comprises and develops the concept of mobile marketing based on geolocation techniques.

Author: Steven M. Kaplan
Publisher: Taylor & Francis US
ISBN: 9780415587747
Category : English language
Languages : en
Pages : 0

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Book Description
The Routledge Spanish Bilingual Dictionary of Psychology and Psychiatry contains over 100,000 entries making this the most comprehensive and up-to-date dictionary of its kind. The Dictionary provides concise, comprehensive and current coverage of every word or phrase used in the study and practice of psychiatry and psychology. This valuable reference tool covers all disciplines and sub-disciplines, both research-based and clinical. This is a vital resource to those in the healthcare professions, to academicians and to those who work in translation and/or interpretation, healthcare and the law who are in contact with the English and Spanish speaking communities.

Author: Robert M.X. Wu
Publisher: BoD – Books on Demand
ISBN: 1789846846
Category : Business & Economics
Languages : en
Pages : 172

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Book Description
This book provides the latest viewpoints of scientific research in the field of e-business. It is organized into three sections: “Higher Education and Digital Economy Development”, “Artificial Intelligence in E-Business”, and “Business Intelligence Applications”. Chapters focus on China’s higher education in e-commerce, digital economy development, natural language processing applications in business, Information Technology Governance, Risk and Compliance (IT GRC), business intelligence, and more.