Modelling and Implementation of Complex Systems: Proceedings of the 7th International Symposium, MISC 2022, Mostaganem, Algeria, October 30-31, 2022

AI has revolutionized the design of complex systems, leading to the development of intelligent systems adaptable to different real-life systems. This book, a selective collection of research papers accepted by the 7th International Symposium on Modeling and Implementation of Complex Systems (MISC 2022), addresses healthcare, natural language processing, agriculture, robotics, social media, computer vision, biometrics, IoT ecosystem, networks, and cloud computing. It also provides techniques to approach problems even if they have no algorithmic or exact solution, such as deep CNN models, dense CNN models, voluntary simulation, hybrid gray wolf optimizer (GWO), multi-verse optimizer (MVO), coronavirus herd immunity optimizer (CHIO) algorithm, multi-population differential evolution, graphical formalism with machine learning and Color Petri Nets, and extension of BPMN 2.0.

Format: Paperback / softback
Length: 350 pages
Publication date: 13 October 2022
Publisher: Springer International Publishing AG

The remarkable advancement of artificial intelligence (AI) in the design of intricate systems that permeate our daily lives has sparked a global surge of interest among researchers. This transformative paradigm has garnered enthusiasm from a diverse range of individuals, spanning from ordinary citizens to prominent industrialists, including academics and policymakers. The drive to imbue intelligence into all objects has propelled the scientific community to create sophisticated intelligent systems that can adapt to diverse real-world systems. This comprehensive book, comprising a carefully selected collection of research papers accepted by the international program committee of the 7th International Symposium on Modeling and Implementation of Complex Systems (MISC 2022), makes a significant contribution to this vast field. It addresses subjects that are both intriguing and highly valuable to citizen life, encompassing healthcare, natural language processing, agriculture, robotics, social media, computer vision, biometrics, IoT ecosystems, networks, and cloud computing.

In the realm of healthcare, the book explores innovative health monitoring systems for heart patients, a model for cardiovascular disease prediction, early diabetic detection, COVID-19 screening through cough sound, and the detection of epidemiological diseases.

In natural language processing, it delves into summarization of major Arabic machine translation corpora, the impact of normalization and data augmentation on named entity recognition (NER) tasks on Algerian text.

In agriculture, the book highlights the schedule of the most widely used IoT architectures and plant recognition.

In robotics, it showcases visually real-time control of a mobile EV3 robot in an indoor environment.

In social media, the book identifies rumors on social networks.

In computer vision and biometrics, it presents an illumination-robust face recognition system.

In the IoT ecosystem, the book explores technologies and protocols, architectures, and modeling IoT applications, including Named Data Networking (NDN) for the emerging IoT, the placement problem of unmanned aerial vehicle carried base stations (UAV-BSs) in 5G networks, and the assignment of the submitte.

Overall, this book serves as a valuable resource for researchers, practitioners, and policymakers seeking to harness the power of AI and complex systems to enhance our lives and drive positive change in various domains.

Weight: 563g
Dimension: 235 x 155 (mm)
ISBN-13: 9783031185151
Edition number: 1st ed. 2023