AI Knowledge Transfer from the University to Society: Applications in High-Impact Sectors
Editat de José Guadix Martín, Milica Lilic, Marina Rosales Martínezen Limba Engleză Paperback – 4 oct 2024
Key Features
- Includes chapters on health and social welfare, transportation, digital economy, energy efficiency and sustainability, agro-industry, and tourism
- Great diversity of authors, expert in varied sectors, belonging to powerful research groups from the University of Seville with proven experience in the transfer of knowledge to the productive sector and agents attached to the Andalucía TECH Campus
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| CRC Press – 19 ian 2022 | 384.28 lei 6-8 săpt. |
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Specificații
ISBN-13: 9781032233017
ISBN-10: 103223301X
Pagini: 148
Ilustrații: 4
Dimensiuni: 138 x 216 mm
Greutate: 0.27 kg
Ediția:1
Editura: CRC Press
Colecția CRC Press
Locul publicării:Boca Raton, United States
ISBN-10: 103223301X
Pagini: 148
Ilustrații: 4
Dimensiuni: 138 x 216 mm
Greutate: 0.27 kg
Ediția:1
Editura: CRC Press
Colecția CRC Press
Locul publicării:Boca Raton, United States
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Public țintă
Academic, Postgraduate, and ProfessionalNotă biografică
José Guadix Martín, Professor, Department of Industrial Organization and Business Management, University of Seville, Spain.
Milica Lilic, R&D Project Manager at the Secretariat of Knowledge Transfer and Entrepreneurship, University of Seville, Spain.
Marina Rosales Martínez, Head of Service at the Secretariat of Knowledge Transfer and Entrepreneurship, University of Seville, Spain.
Milica Lilic, R&D Project Manager at the Secretariat of Knowledge Transfer and Entrepreneurship, University of Seville, Spain.
Marina Rosales Martínez, Head of Service at the Secretariat of Knowledge Transfer and Entrepreneurship, University of Seville, Spain.
Recenzii
"Although there is abundant literature on AI, the book's approach based on examples and applications is stimulating for those readers who want to know the practical implications of its use in real settings. It allows us to obtain a vision of the possibilities that AI techniques bring in current and real projects, and to understand the potential impact of these technologies in different sectors of activity." --Santiago Iglesias Pradas, The Technical University of Madrid
"The book publicizes various knowledge transfer activities from the university to industry in the AI discipline. It is an example of good practices led by the autonomous government of Andalusia: one of the most important regions in Europe in the production of goods and services." --Joaquín Bautista-Valhondo, BarcelonaTech
"The book covers 22 subprojects, representing a wide range of innovations, derived from its transversal and applied approach focused on the University of Seville. The AI applications cover key sectors in society and industry, not only for Andalusia, but for national and international scope." --María del Mar Eva Alemany Díaz, Polytechnic University of Valencia
"The book publicizes various knowledge transfer activities from the university to industry in the AI discipline. It is an example of good practices led by the autonomous government of Andalusia: one of the most important regions in Europe in the production of goods and services." --Joaquín Bautista-Valhondo, BarcelonaTech
"The book covers 22 subprojects, representing a wide range of innovations, derived from its transversal and applied approach focused on the University of Seville. The AI applications cover key sectors in society and industry, not only for Andalusia, but for national and international scope." --María del Mar Eva Alemany Díaz, Polytechnic University of Valencia
Cuprins
Foreword: Artificial Intelligence: The New Paradigm to Boost Society 5.0
Editors
Contributors
Introduction
1 Health and Social Welfare
1.1 Artificial Intelligence for the Optimization of Focused Ultrasound Cleaning of Shunts Implanted in Patients of Different Pathologies
1.2 Assuring the Quality and Security of Medical Robotics Process Automation
1.3 Machine Learning and Single-Cell Transcriptomic Analysis in the Brain
2 Energy Efficiency and Sustainable Construction
2.1 IoT for Energy-Efficient Gas Meters
2.2 Wireless Sensor Network for Sustainable Construction and Intelligent Transport
2.3 Introduction to Dynamic Maintenance Scheduling Based on the Advanced Use of Predictive Analytical Techniques: Application to the Use Case of Intelligent Maintenance of High-Speed Trains
3 Digital Economy
3.1 Detecting Cyber Incidents in IoT: A Case Study in Smart Cities
3.2 Reliable Government Automation of Regulated Infrastructures by Service Level Agreements
3.3 Generating Data Sets for Intent Classification in Conversational Systems
3.4 An Artificial Intelligence Tool to Calibrate the Coverage of Information Sources on the Internet
4 Mobility Logistics and Advanced Industry Linked to Transportation
4.1 Optimizing Stock Replenishment in Fashion Retailers
4.2 Development of a Surveillance System for Maintenance and Diagnosis of Buses Based on Can-Bus Data Transmitted Wirelessly
4.3 A Mathematical Optimization and Machine Learning Approach for Pipeline Routing
4.4 Digital Factory for Small- and Medium-Sized Advanced Transport Companies
4.5 A Novel Approach to Radiation Hardness Assurance for Aerospace Applications Based on Machine Learning
4.6 Optical Sensing and Self-Learning Approach to Estimate the State Condition of Railway Infrastructure Sublayers
4.7 Power-Efficient Analog-to-Information Image Sensors: The Fuel of AI Microsystems
5 Endogenous Land-Based Resources, Agroindustry, and Tourism
5.1 Prioritizing Water Distribution and Sewer Network Maintenance Activities
5.2 New Data Structure (Asymmetrical and Multiscale Grid) for Geodata Integration and Input for Machine Learning Analysis
5.3 Development of Yield Monitoring System Based on Computer Vision for Super-High-Density Olive Orchard
5.4 Smart Agriculture Based on Cyber-Physical Systems
5.5 Development and Adaptation of Digital Information Models for the Management of Architectural Assets: Case Studies in Archaeological and Architectural Heritage
Conclusion
Index
Editors
Contributors
Introduction
1 Health and Social Welfare
1.1 Artificial Intelligence for the Optimization of Focused Ultrasound Cleaning of Shunts Implanted in Patients of Different Pathologies
1.2 Assuring the Quality and Security of Medical Robotics Process Automation
1.3 Machine Learning and Single-Cell Transcriptomic Analysis in the Brain
2 Energy Efficiency and Sustainable Construction
2.1 IoT for Energy-Efficient Gas Meters
2.2 Wireless Sensor Network for Sustainable Construction and Intelligent Transport
2.3 Introduction to Dynamic Maintenance Scheduling Based on the Advanced Use of Predictive Analytical Techniques: Application to the Use Case of Intelligent Maintenance of High-Speed Trains
3 Digital Economy
3.1 Detecting Cyber Incidents in IoT: A Case Study in Smart Cities
3.2 Reliable Government Automation of Regulated Infrastructures by Service Level Agreements
3.3 Generating Data Sets for Intent Classification in Conversational Systems
3.4 An Artificial Intelligence Tool to Calibrate the Coverage of Information Sources on the Internet
4 Mobility Logistics and Advanced Industry Linked to Transportation
4.1 Optimizing Stock Replenishment in Fashion Retailers
4.2 Development of a Surveillance System for Maintenance and Diagnosis of Buses Based on Can-Bus Data Transmitted Wirelessly
4.3 A Mathematical Optimization and Machine Learning Approach for Pipeline Routing
4.4 Digital Factory for Small- and Medium-Sized Advanced Transport Companies
4.5 A Novel Approach to Radiation Hardness Assurance for Aerospace Applications Based on Machine Learning
4.6 Optical Sensing and Self-Learning Approach to Estimate the State Condition of Railway Infrastructure Sublayers
4.7 Power-Efficient Analog-to-Information Image Sensors: The Fuel of AI Microsystems
5 Endogenous Land-Based Resources, Agroindustry, and Tourism
5.1 Prioritizing Water Distribution and Sewer Network Maintenance Activities
5.2 New Data Structure (Asymmetrical and Multiscale Grid) for Geodata Integration and Input for Machine Learning Analysis
5.3 Development of Yield Monitoring System Based on Computer Vision for Super-High-Density Olive Orchard
5.4 Smart Agriculture Based on Cyber-Physical Systems
5.5 Development and Adaptation of Digital Information Models for the Management of Architectural Assets: Case Studies in Archaeological and Architectural Heritage
Conclusion
Index
Descriere
This book brings together examples from the “Innovative Ecosystem with Artificial Intelligence for Andalusia 2025” project at the University of Seville, a series of sub-projects composed of research groups and different institutions or companies which explore AI in a variety of high-impact sectors, to lead innovation and assist in decision-making.