This book describes the potential contributions of emerging technologies in different fields as well as the opportunities and challenges related to the integration of these technologies in the socio-economic sector. In this book, many latest technologies are addressed, particularly in the fields of computer science and engineering. The expected scientific papers covered state-of-the-art technologies, theoretical concepts, standards, product implementation, ongoing research projects, and innovative applications of Sustainable Development. This new technology highlights, the guiding principle of innovation for harnessing frontier technologies and taking full profit from the current technological revolution to reduce gaps that hold back truly inclusive and sustainable development. The fundamental and specific topics are Big Data Analytics, Wireless sensors, IoT, Geospatial technology, Engineering and Mechanization, Modeling Tools, Risk analytics, and preventive systems.
Using Blockchain in University Management Systems- state of art.- Graph
Neural Networks to improve Knowledge Graph Embedding: A survey.- Tifinagh
Handwritten Character Recognition Using Machine Learning
Algorithms.- Maintenance prediction based on Long Short-Term
Memory algorithm.- Towards an approach for studying the evolution of
learners' learning in E-learning.- Chatbots Technology and its Challenges:
An Overview.- Machine Learning, Deep Neural Network and Natural Language
Processing based Recommendation System.- Artificial intelligence for fake
news.- Traffic congestion and road anomalies detection using CCTVs images
processing, challenges & opportunities.- Text-based Sentiment
analysis.- Smart tourism destinations as complex adaptive systems: A
theoretical framework of resilience and sustainability.- Machine learning
algorithms for automotive software defect prediction.- Agile User Stories
Driven Method: A Novel Users Stories Meta-model in the MDA
Approach.- AI-based adaptive learning - State of the art.- A new Predictive
analytics model to assess the employability of academic careers, based on
genetic algorithms.- New approach for anomaly detection and
prevention.- FunLexia: an Intelligent Game for Children with Dyslexia to
Learn Arabic.- Artificial Neural Networks Cryptanalysis of Merkle-Hellman
Knapsack Cryptosystem.- Using machine learning algorithms to increase the
supplier selection process efficiency in supply chain 4.0.- A new approach to
intelligent-oriented analysis and design of urban traffic control: Case of a
traffic light.- Spatio-temporal crime forecasting: Approaches, datasets, and
comparative study.- Data migration from relational to NoSQL database :
Review & Comparative study.- Recommendation system: technical study.- The
appropriation of the agile approach in public sector: Modeling the
achievement of good governance.- The contribution of Deep learning
models: application of LSTM to predict the Moroccan GDP growth using drought
indexes.- Natural Language Processing and Motivation for Language
Learning.- Generating Artworks using One Class SVM with RBF
kernel.- Multiobjective Evolutionary Algorithms for Engineering Design
Problems.- Designing Hybrid Storage Architectures with RDBMS and NoSQL
Systems: A Survey.- Analysis of the pedagogical effectiveness of teacher
qualification cycle in Morocco: A Machine learning model approach.- Smart
education A case study on a simulation for climate change awareness &
engagement.- Towards an E-commerce personalized recommendation system with
KNN classification method.- Convolutional Long Short-Term Memory Network
Model for Dynamic Texture Classification: A Case Study.- Towards an accident
severity prediction system with Logistic Regression.- FUZZY C-MEANS Based
Extended Isolation Forest for Anomaly Detection.- Fashion Image
Classification using Convolutional Neural Network-VGG16 and eXtreme Gradient
Boosting Classifier.- MentorBot: A Traceability-Based Recommendation Chatbot
for Moodle.- Regularization in CNN: A mathematical study for L1, L2 and
Dropout regularizers.- Shipment consolidation using K-means and a combined
DBSCAN-KNN approach.- A new approach to protect Data in-Use at Document
Oriented Databases.- A Dual Carriageway Smart Street Lighting Controller
Based On Multi-Variate Traffic Forecast.-Blockchain-based Self Sovereign
Identity Systems: high-level processing and a challenges-based comparative
analysis.- Impact of Machine Learning on The Improvement of Accounting
Information Quality.- NLP Methods' Information Extraction for Textual Data:
An Analytical Study.- Handwriting recognition in historical manuscripts using
adeep learning approach.- Artificial intelligence for a sustainable finance:
A bibliometric analysis.- Geoparsing Recognition and Extraction from Amazigh
corpus using The NooJ Complex Annotation Structures.- Agent-based merchandise
management and real-time decision support systems.- Selecting the Best
Moroccan Tourist
Destination Using the Fuzzy Analytic Hierarchy Process.- Improving model
performance of the prediction of online shopping using oversampling and
feature selection.- Combining Descriptors for Efficient Retrieval in
Databases Images.- TOWARDS AN EDUCATIONAL PLANNING INFORMATION SYSTEM IN BIG
DATA ENVIRONMENT.- CNN-based Face Emotion Detection and Mouse Movement
Analysis to Detect Students Engagement Level.- Data Cleaning in Machine
Learning : Improving Real Life Decisions and Challenges.- Blockchain-Based
Cloud Computing: Model-Driven Engineering Approach.- Student Attention
Estimation Based on Body Gesture.- Cat Swarm Optimization Algorithm for DNA
Fragment Assembly Problem.- DSGE AND ABM, TOWARDS A "TRUE" REPRESENTATION OF
THE REAL WORLD?.- Predictive Hiring System: Information Technology
Consultants Soft Skills.- Automated Quality Inspection Using Computer Vision:
a Review.- A Comparative Study of Adaptative Learning Algorithms for
Students Performance Prediction: Application in a Moroccan University
Computer Science Course.- Pedestrian Orientation Estimation using Deep
Learning.- Artificial intelligence application in drought assessment,
monitoring and forecasting using available remote sensed data.- CSR
communication through social networks: the case of committed brandbanks in
Morocco.- Content-Based Image Retrieval Using Octree Quantization Algorithm.-
Release Planning Process Model in Agile Global Software Development.-
Developing a New Indicator Model to Trade Gold Market.- A new model indicator
to trade Foreign Exchange market.- Improving Arabic to English Machine
Translation.- Artificial Neural Network with Learning Analytics for Student
Performance Prediction in Online Learning Environment.- Attentive Neural
Seq2Seq for Arabic Question Generation.- Microservice-Specific Language, a
step to the Low-code platforms.- Case Study of Economic Dispatch Problem in
Smart Grid System.- Teaching Soft Skills online, what are the most
appropriate pedagogical paradigms?.- Road Object Detection: A Case Study of
Deep Learning-Based Algorithms.- A comparative review of Tweets Automatic
Sarcasm Detection in Arabic and English.- Mobile payment as a lever for
financial inclusion.- New Approach to Interconnect Hybride Blockchains.- A
Variable Neighborhood Search (VNS) heuristic algorithm based classifier for
credit scoring.- Application of Machine Learning Techniques To Enhance
Decision Making Lifecycle.- A Smart interactive decision support system for
real-time adaptation in the mobility strategy for optimization of the
employees transportation.- A Hesitant fuzzy Holdout method for models
selection in Machine Learning.- Interpretable Credit Scoring Model Via Rule
Ensemble.- A New Distributed Architecture Based on Reinforcement Learning for
Parameter Estimation in Image Processing.- Smart Sourcing Framework for
Public Procurement Announcements Using Machine Learning Models.- An
MCDM-Based Methodology for Influential Nodes Detection in a Social Network.
Facebook as a Case Study.- A Predictive Approach based on Feature Selection
to Improve Email Marketing Campaign Success Rate.- DIAGNOSIS AND ADJUSTMENT
FOR SUSTAINABLE TOURISM
