Data-Driven Innovation for Intelligent Technology : Perspectives and Applications in ICT

This book focuses on new perspectives and applications of data-driven innovation technologies, applied artificial intelligence, applied machine learning and deep learning, data science, and topics related to transforming data into value. It includes theory and use cases to help readers understand the basics of data-driven innovation and to highlight the applicability of the technologies. It emphasizes how the data lifecycle is applied in current technologies in different business domains and industries, such as advanced materials, healthcare and medicine, resource optimization, control and automation, among others. This book is useful for anyone interested in data-driven innovation for smart technologies, as well as those curious in implementing cutting-edge technologies to solve impactful artificial intelligence, data science, and related information technology and communication problems. ©Springer. ©The authors. ©The editors

Contactless Video-Based Vital-Sign Measurement Methods: A Data-Driven Review / Jorge Brieva, Ernesto Moya-Albor, Hiram Ponce, Andrés Escobedo-Gordillo -- Enhancing STEAM in Education 4.0: A Review of Data-Driven Technological Improvements / David Escobar-Castillejos, Ari Yair Barrera-Animas, Octavio Lozada-Flores, Julieta Noguez -- State-of-the-Art Review in Explainable Machine Learning for Smart-Cities Applications / Alexander Gelbukh, Muhammad Tayyab Zamir, Fida Ullah, Muzammal Ali, Taiba Taiba, Muhammad Usman et al. -- Exploring the Connection Between Digital Systems and Sustainability: Synergy for a Brighter Future / Karina Lucio Paniagua, Joaquina Niembro-Garcia -- From Project-Based Learning to Innovative Technologies in Mechatronics Course: A Case Study in a Private University in Mexico City / Hiram Ponce, Ernesto Moya-Albor, Jorge Brieva -- Critical Factors in the Participation of Women in Science, Technology, Engineering, and Mathematics -STEM- Disciplines in Mexico / Antonieta Martínez-Velasco, Antonia Terán-Bustamante, Lorena de La Torre-Díaz, Fernando José Menéndez González -- New Particle Swarm Optimizer Algorithm with Chaotic Maps for Combinatorial Global Optimization Problems. An Application to the Deconvolution of Mössbauer Spectra / Felix Martinez-Rios, Omar Jiménez-López, Luis Alejandro Alvarez Guillen -- Embedded Computer Vision for Agricultural Applications / Adán Medina Rosales, Pedro Ponce Cruz -- Ethical Design Framework for Artificial Intelligence Healthcare Technologies / Lourdes Martínez-Villaseñor, Hiram Ponce.