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Author: Sergio Valero Verdú
Publisher: Editorial Club Universitario
ISBN: 8415787065
Category : Technology & Engineering
Languages : es
Pages : 166
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Book Description
El libro muestra la capacidad de las redes neuronales y en concreto de los mapas auto-organizados de Teuvo Kohonen, los conocidos como Self-Organizing Maps (SOM) para clasificar consumidores eléctricos a partir de históricos de datos reales de consumo. El espectro de datos de entrada está formado por más de 20 tipos de consumidores distintos de una misma región geográfica. La red neuronal SOM ha demostrado ser una eficaz herramienta para segmentar y clasificar consumidores a partir de sus perfiles de carga diarios y ha permitido identificar nuevos consumidores, no utilizados antes para entrenar el mapa. Esta identificación posterior y la asignación automática a un segmento o clúster de clientes permiten asociar nuevos consumidores a patrones de consumo previamente clasificados. Este procedimiento permitiría a compañías comercializadoras y a clientes conocer a partir de los datos de consumo diario a qué cluster de consumidores pertenece y elegir tarifas específicas en función del patrón de consumo de este grupo.
Author: Sergio Valero Verdú
Publisher: Editorial Club Universitario
ISBN: 8415787065
Category : Technology & Engineering
Languages : es
Pages : 166
Get Book Here
Book Description
El libro muestra la capacidad de las redes neuronales y en concreto de los mapas auto-organizados de Teuvo Kohonen, los conocidos como Self-Organizing Maps (SOM) para clasificar consumidores eléctricos a partir de históricos de datos reales de consumo. El espectro de datos de entrada está formado por más de 20 tipos de consumidores distintos de una misma región geográfica. La red neuronal SOM ha demostrado ser una eficaz herramienta para segmentar y clasificar consumidores a partir de sus perfiles de carga diarios y ha permitido identificar nuevos consumidores, no utilizados antes para entrenar el mapa. Esta identificación posterior y la asignación automática a un segmento o clúster de clientes permiten asociar nuevos consumidores a patrones de consumo previamente clasificados. Este procedimiento permitiría a compañías comercializadoras y a clientes conocer a partir de los datos de consumo diario a qué cluster de consumidores pertenece y elegir tarifas específicas en función del patrón de consumo de este grupo.
Author: John Moubray
Publisher: Industrial Press Inc.
ISBN: 9780831131463
Category : Business & Economics
Languages : en
Pages : 452
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Book Description
Completely reorganised and comprehensively rewritten for its second edition, this guide to reliability-centred maintenance develops techniques which are practised by over 250 affiliated organisations worldwide.
Author: Ethem Alpaydin
Publisher: MIT Press
ISBN: 0262529513
Category : Computers
Languages : en
Pages : 225
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Book Description
A concise overview of machine learning—computer programs that learn from data—which underlies applications that include recommendation systems, face recognition, and driverless cars. Today, machine learning underlies a range of applications we use every day, from product recommendations to voice recognition—as well as some we don't yet use everyday, including driverless cars. It is the basis of the new approach in computing where we do not write programs but collect data; the idea is to learn the algorithms for the tasks automatically from data. As computing devices grow more ubiquitous, a larger part of our lives and work is recorded digitally, and as “Big Data” has gotten bigger, the theory of machine learning—the foundation of efforts to process that data into knowledge—has also advanced. In this book, machine learning expert Ethem Alpaydin offers a concise overview of the subject for the general reader, describing its evolution, explaining important learning algorithms, and presenting example applications. Alpaydin offers an account of how digital technology advanced from number-crunching mainframes to mobile devices, putting today's machine learning boom in context. He describes the basics of machine learning and some applications; the use of machine learning algorithms for pattern recognition; artificial neural networks inspired by the human brain; algorithms that learn associations between instances, with such applications as customer segmentation and learning recommendations; and reinforcement learning, when an autonomous agent learns act so as to maximize reward and minimize penalty. Alpaydin then considers some future directions for machine learning and the new field of “data science,” and discusses the ethical and legal implications for data privacy and security.
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: Robert Istepanian
Publisher: Springer Science & Business Media
ISBN: 0387265597
Category : Medical
Languages : en
Pages : 619
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Book Description
M-health can be defined as the ‘emerging mobile communications and network technologies for healthcare systems.' This book paves the path toward understanding the future of m-health technologies and services and also introducing the impact of mobility on existing e-health and commercial telemedical systems. M-Health: Emerging Mobile Health Systems presents a new and forward-looking source of information that explores the present and future trends in the applications of current and emerging wireless communication and network technologies for different healthcare scenaria. It also provides a discovery path on the synergies between the 2.5G and 3G systems and other relevant computing and information technologies and how they prescribe the way for the next generation of m-health services. The book contains 47 chapters, arranged in five thematic sections: Introduction to Mobile M-health Systems, Smart Mobile Applications for Health Professionals, Signal, Image, and Video Compression for M-health Applications, Emergency Health Care Systems and Services, Echography Systems and Services, and Remote and Home Monitoring. This book is intended for all those working in the field of information technologies in biomedicine, as well as for people working in future applications of wireless communications and wireless telemedical systems. It provides different levels of material to researchers, computing engineers, and medical practitioners interested in emerging e-health systems. This book will be a useful reference for all the readers in this important and growing field of research, and will contribute to the roadmap of future m-health systems and improve the development of effective healthcare delivery systems.
Author: Hector Florez
Publisher: Springer Nature
ISBN: 3030896544
Category : Computers
Languages : en
Pages : 512
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Book Description
This book constitutes the thoroughly refereed papers of the 4th International Conference on Applied Informatics, ICAI 2021, held in Buenos Aires, Argentina, in October, 2021.The 35 full papers were carefully reviewed and selected from 89 submissions. The papers are organized in topical sections on artificial intelligence; data analysis; decision systems; health care information systems; image processing; security services; simulation and emulation; smart cities; software and systems modeling; software design engineering.
Author:
Publisher:
ISBN: 9780387584768
Category : Artificial intelligence
Languages : en
Pages : 625
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Book Description
Author: Hugo Sanjurjo González
Publisher: Springer Nature
ISBN: 3030862712
Category : Computers
Languages : en
Pages : 678
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Book Description
This book constitutes the refereed proceedings of the 16th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2021, held in Bilbao, Spain, in September 2021. The 44 full and 11 short papers presented in this book were carefully reviewed and selected from 81 submissions. The papers are grouped into these topics: data mining, knowledge discovery and big data; bio-inspired models and evolutionary computation; learning algorithms; visual analysis and advanced data processing techniques; machine learning applications; hybrid intelligent applications; deep learning applications; and optimization problem applications.
Author: Julio-César Mateus
Publisher: Routledge
ISBN: 0429534671
Category : Education
Languages : en
Pages : 278
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Book Description
This book offers a systematic study of media education in Latin America. As spending on technological infrastructure in the region increases exponentially for educational purposes, and with national curriculums beginning to implement media related skills, this book makes a timely contribution to new debates surrounding the significance of media literacy as a citizen’s right. Taking both a topical and country-based approach, authors from across Latin America present a comprehensive perspective of the region and address issues such as the political and social contexts in which media education is based, the current state of educational policies with respect to media, organizations and experiences that promote media education.
Author: Pablo Amaringo
Publisher: North Atlantic Books
ISBN: 1556433115
Category : Body, Mind & Spirit
Languages : en
Pages : 174
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Book Description
A storied journey into the psychedelic realm: unravel the sacred mysteries of Ayahuasca with a renowned Amazonian shaman and anthropologist duo. Unveiling nearly 50 vivid painting masterpieces revealing Ayahuasca's mind-expanding impact on human consciousness. Explore the mesmerizing world of Ayahuasca in this classic volume. Featuring the visionary art of Pablo Amaringo and the anthropological expertise of Luis Eduardo Luna, Ayahuasca Visions presents nearly 50 vibrant, full-color pieces of artwork. Each vision illustrates a deep understanding of how Ayahuasca affects human consciousness. The artworks integrate plant teachers and shamanic powers, like the Three Types of Sorcerers, along with the spirit world, including forest spirits, chthonic spirits, and ouranian spirits. Additionally, they explore concepts related to illness and healing. In an era where Ayahuasca is gaining global popularity for its benefits to spiritual growth, self-exploration, and mental well-being, Ayahuasca Visions is an indispensable guide. It not only documents the rich tapestry of visions induced by this potent brew—it reinforces the profound connection between humans and the natural world. Whether you're embarking on a personal spiritual journey or seeking a deeper understanding of Ayahuasca, this book is your gateway to the mysteries of this remarkable plant teacher. Esteemed scholars such as Professor Richard Schultes, Terence McKenna, and Åke Hultkrantz applaud Ayahuasca Visions for its unique blend of vivid psychedelic art with ethnographic insight. The book serves as an enlightening journey into the Ayahuasca experience, demystifies its profound impact on the psyche, and provides a broad understanding of the plant’s spiritual and therapeutic dimensions within Amazonian shamanism.
