Advances in Machine Intelligence and Computer Science Applications

Proceedings of the International Conference ICMICSA'2022
1. Auflage 2023
ISBN: 978-3-031-28845-6
Verlag: Springer Nature Switzerland

Buch, Englisch, Band 656, 374 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 581 g

Reihe: Lecture Notes in Networks and Systems

This book encloses latest and advanced researches on artificial intelligence and its applications in computer science. It is an interesting book that aims to help students, researchers, industrialists, and policymakers understand, promote, and synthesize innovative solutions and think of new ideas with the application of artificial intelligence concepts. It also allows to know the existing scientific works and contributions in the literature. This book identifies original research in new directions and advances focused on multidisciplinary areas and closely related to the use of artificial intelligence in applications of computer science, communication, and technology. The present book contains selected and extended high-quality papers of the 1st international conference on Machine Intelligence and Computer Science Applications (ICMICSA’2022). It is the result of a reviewed, evaluated, and presented work in ICMICSA’2022 held on November 28–29, 2022, in Khouribga, Morocco.

Zielgruppe

Research

Autoren/Hrsg.

Aboutabit, Noureddine

Hafidi, Imad

Lazaar, Mohamed

Fachgebiete

• Mathematik | Informatik EDV | Informatik Angewandte Informatik Computeranwendungen in Wissenschaft & Technologie
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Big Data
• Technische Wissenschaften Technik Allgemein Computeranwendungen in der Technik
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz

Inhaltsverzeichnis

A new adaptation mechanism of the ALNS algorithm using reinforcement learning.- A solution based on Faster R-CNN for augmented reality markers’ detection: Drawing courses case study.- Unsupervising denoising model based generative adversarial networks.- Meta-heuristic algorithms for text feature selection problems.- A Deep learning approach for Hand Gestures Recognition.- An IoT ecosystem-based architecture of a Smart Livestock Farm.- Analyzing Instagram images to predict personality traits.- Heuristic algorithm for extracting frequent patterns in transactional databases.