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Books > Computing & IT > Applications of computing > Artificial intelligence
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Modelling and Implementation of Complex Systems - Proceedings of the 7th International Symposium, MISC 2022, Mostaganem, Algeria, October 30-31, 2022 (Paperback, 1st ed. 2023)
Loot Price: R4,249
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Modelling and Implementation of Complex Systems - Proceedings of the 7th International Symposium, MISC 2022, Mostaganem, Algeria, October 30-31, 2022 (Paperback, 1st ed. 2023)
Series: Lecture Notes in Networks and Systems, 593
Expected to ship within 10 - 15 working days
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The breakthrough of AI in the design of complex systems in our
daily lives has prompted researchers around the world to integrate
this paradigm into their work. From simple citizens to large
industrialists, including academics and politicians, there is a
great enthusiasm for making all objects intelligent. This has led
the scientific community to develop complex intelligent systems
adaptable to different real-life systems. This book, which is a
selective 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 its contribution in this vast field and addresses subjects
that are as interesting as they are useful to the citizen life,
namely In healthcare: health monitoring systems for heart patients,
a model for cardiovascular disease prediction, early diabetic
detection, COVID-19 screening from cough sound, and detection in
epidemiological diseases. In natural language processing:
summarization of major Arabic machine translation corpora, impact
of normalization, and data augmentation on named entity recognition
(NER) task on Algerian text. In Agriculture 5.0: schedule of the
most widely used IoT architectures and plant recognition. In
robotics: visually real-time control of a mobile EV3 robot in an
indoor environment. In social media: the identification of rumors
on social networks. In computer vision and biometrics:
illumination-robust face recognition system. In IoT ecosystem,
networks and cloud computing: technologies and protocols,
architectures and modeling IoT applications, Named Data Networking
(NDN) for the emergent IoT, unmanned aerial vehicle carried base
stations (UAV-BSs) placement problem in 5G networks, assignment of
the submitted tasks to the available resources in a cloud computing
environment, providing routes in the presence of obstacles, and
security aspects. Finally, the reader finds how to approach
problems even if they have no algorithmic or no exact solution by
using the following techniques developed in the different chapters
of this book: deep CNN models and 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.
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