International Conference on Advanced Intelligent Systems for Sustainable Development

Volume 1 - Advanced Intelligent Systems on Artificial Intelligence, Software, and Data Science

AvJanusz Kacprzyk,Mostafa Ezziyyani

Häftad, Engelska, 2023

Del 637 i serien Lecture Notes in Networks and Systems

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Beskrivning

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.

Produktinformation

Utgivningsdatum:2023-06-10
Mått:155 x 235 x 54 mm
Vikt:1 480 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Networks and Systems
Antal sidor:970
Förlag:Springer International Publishing AG
ISBN:9783031263835

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Innehållsförteckning

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 TouristDestination 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 Student’s 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 employee’s 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