Artificial Intelligence in Smart Systems: Applied Use Cases | Part 2 - Softcover

I. Iliev, Alexander

Softcover

ISBN 10: 6207450558 ISBN 13: 9786207450558

Verlag: LAP LAMBERT Academic Publishing, 2023

Inhaltsangabe

In this book we discuss some AI implementations using popular machine learning models such as: Decision Tree Algorithm, Random Forest Algorithm, Deep Learning, and Convolution Neural Networks. Additionally, this work connects emotion recognition with cultural context. It delves into the current AI applications in the aerospace industry, focusing on enhancing safety, predictive maintenance, and development of the Smart Factory concept. Furthermore, it showcases how FIWARE and smart systems help the management of resources and development of Smart Cities. The potential of smart technologies, including IoT, UAVs, Raspberry Pi, and ensemble learning, in various domains such as agriculture, surveillance, and healthcare are also brought to light. In addition, the book addresses the challenges posed by the exponential growth of data in the energy sector and the role of Phasor Measurement Units in monitoring power transformation. The findings highlight the benefits of these technologies in improving efficiency, cost reduction, and innovative solutions in existing challenges. Similar to Part 1, readers can also benefit from a Python example that utilizes Transfer Learning with ResNet50.

Über diesen Titel

Über die Autorin bzw. den Autor

Dr Alexander I. Iliev holds two patents in the Digital Audio Watermarking field. He has published a number of research papers in journals and international conference proceedings in the fields of DSP, Big Data Analytics, Smart Systems and Artificial Intelligence. He is affiliated to UC Berkeley, University of Miami, and University of Wisconsin.

Details zur Ausgabe

• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsdatum: 2023
• Sprache: Englisch
• ISBN 10: 6207450558
• ISBN 13: 9786207450558
• Einband: Taschenbuch
• Anzahl der Seiten: 168
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Fastbook Publishing; customerservice@vdm-vsg.de; ; Brivibas gatve 197; Riga; 1039; Lettland