Modelling and Implementation of Complex Systems: Proceedings of the 6th International Symposium, MISC 2020, Batna, Algeria, October 24‐26, 2020 1st Edition Salim 3030588610 9783030588618

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Product details:

• ISBN-10 ‏ : ‎ 3030588610
• ISBN-13 ‏ : ‎ 9783030588618
• Author: Salim Chikhi

This proceedings book gives a new vision and real progress towards more difficult problems resolution. In trying to solve the problems we face every day in the complex world we are living, we are constantly developing artificial systems and increasingly complex middleware. Indeed, the research works contained in this book address a large spread of nowadays topics like IoT architectures, communication and routing protocols, smart systems, software defined networks (SDNs), natural language processing (NLP), social media, health systems, machine intelligence and data science, soft computing and optimization, and software technology. This book, which is a selective collection of research papers accepted by the international program committee of the 6th International Symposium on Modelling and Implementation of Complex Systems (MISC 2020), considers intelligence (CI) more as a way of thinking about problems. It includes a mix of old efficient (Fuzzy, NN, GA) and modern AI techniques (deep learning and CNN). The whole complex systems research community finds in this book an appropriate way to approach problems that have no algorithmic solution and finds many well-formulated technical challenges.

Table of contents:

Cloud Computing, Networking and IoT
Dynamic Replication Based on a Data Classification Model in Cloud Computing
EECORONA: Energy Efficiency Coordinate and Routing System for Nanonetworks
Communication-Flow Privacy-Preservation in 6LoWPANs-Based IoT Networks
Workflow Security Scheduling Strategy in Cloud Computing
An Optimized Energy-Efficient Mission-Based Routing Protocol for Unmanned Aerial Vehicles
Dynamic Clustering Based Energy Optimization for IoT Network
Machine Intelligence and Data Science
Comparative Analysis of Machine Learning Algorithms for Early Prediction of Diabetes Mellitus in Women
Sentiment Analysis in Google Play Store: Algerian Reviews Case
Meta-learning to Select the Best Metaheuristic for the MaxSAT Problem
Ontological Relation Classification Using WordNet, Word Embeddings and Deep Neural Networks
Gender Identification from Arabic Speech Using Machine Learning
Face Recognition Based on Harris Detector and Convolutional Neural Networks
Softcomputing and Optimization
Quality Preserved Color Image Compression Using Particle Swarm Optimization Algorithm
A Simple Yet Effective Convolutional Neural Network Model to Classify Facial Expressions
Materialized View Selection Using Discrete Quantum Based Differential Evolution Algorithm
Context-Aware Based Evolutionary Collaborative Filtering Algorithm
A Rule Based Human Skin Detection Method in CMYK Color Space
Improved NSGA-II for Minimum Weight Minimum Connected Dominating Set Problem
Ontology Matching Using Neural Networks: Evaluation for OAEI Tracks
Software Technology and Model Transformations
Transforming UML Diagrams to YAWL Models for Business Processes Analysis
Configuration-Dependent Stochastic Reward Nets

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