Ulteriori informazioni
This volume constitutes the proceedings of First International Conference on Modeling, Simulation and Computer Technology, ICMSCT 2024, held in Skikda, Algeria, during November 5 6, 2024.
The 45 full papers presented in this volume were carefully reviewed and selected from 133 submissions. They focus on Natural Language Processing; Database Applications; Image Processing; Distributed Databases; and Big Data Analytics.
Sommario
.- A Secure and Energy-Efficient IoT Protocol for Smart Cities Using Fuzzy Logic and Blockchain Technology.
.- Building a secure enterprise network: a blueprint for SDP and SDN Integration.
.- A Comparative Study of Quantum Neural Networks and Compositional Models for Quantum Natural Language Processing.
.- Vanilla Deep Learning Models in Session-Based Recommendation: A Comparative Study.
.- A Novel Rule-Based Control Simulation Approach for Manufacturing Processes Optimization:Application to Industrial Production Systems.
.- Advancing Early Detection of Type 2 Diabetes: A Machine Learning Approach with Combined Clinical Datasets.
.- An Efficient Age-Based Caching Policy in NDN Cluster.
.- An optimized LFM in collaborative localization.
.- Methodological Guide for Evaluating a Knowledge Management System.
.- Improving the Performance of Collaborative Filtering Systems Using Artificial Neural Networks.
.- Intrusion Detection in IoMT: DRL Approach for Transmission-Level Security.
.- ECG-based person identification using the Shape Exchange Algorithm.
.- Automatic Mapping of UML to EPC using Graph Transformation for Improving Business Process Modeling.
.- Adaptive Simulation Framework for IoT Data Processing in Edge-Cloud Environments Using SimPy and Neural Networks.
.- Explore neuro-symbolic approach in knowledge inference based on learner-related factors.
.- Estimating performance costs of enabling privacy-awareness in data lifecycles.
.- Conciseness Effect on High Utility Itemsets Mining.
.- Selecting an Appropriate Ensemble Machine Learning Algorithm for Intelligent Quality Management in Production.
.- NutriSafe: Anti-Allergy Food Recommendation System based on Content and Word Embedding.
.- Addressing Imbalanced Datasets in Cyberbullying Detection on Social Media.
.- Detecting Aggressive Driving Behaviors on Highways Using 1D Convolutional Neural Networks.
.- DeMoFs: Multi-objective Feature Selection using binary Differential Evolution (BDE) Optimization on Breast Cancer Gene Expression.
.- DCGAN-Based Synthetic Data for Enhancing MRI Brain Tumors Dataset.
.- A new Approach for Detecting Communities of Interest in Social Networks.
.- MBTI Personality Type Prediction: A Machine Learning Analysis.
.- Bi-embedding and metadata enhancement for collaborative prediction.
.- Apple Leaf Disease Classification Using Deep Learning Approach on lab-built and realistic datasets.
.- Modeling and Analysis of the Landing Gear System with the Generalized Contracts.
.- MATSum: Multi-agent traffic simulation of urban mobility with consideration of heterogeneous vehicles.
.- A Novel Fuzzy Salp Swarm Classifier for Face Identification.
.- Metamodeling of Database Query Languages.
.- Visual Explanation of Deep Learning Models for Wildfire Detection: a Grad-CAM Approach.
.- Towards a Comprehensive Cloud-Dedicated Data Lifecycle Model.
.- A Novel Approach to QoS-Aware IoT Service Composition: A Hybrid MGWO-VCH model.
.- Architectural Comparisons and Performance Evaluation of Transformer Models on Sequence Classication: A Case Study on Fake News Detection.
.- Quantitative Modeling and Evaluation of DNA Multiple Sequence Alignment Tools Through Response Surface Methodology.
.- Simulation-Based Study of WLRFU Policy Performance in Named Data Networking Using RealWorld Topology.
.- Parallel algorithm for coloring large-scale graphs using Pregel API of Graphx.
.- Videos Textile Defects Detection using Deep Learning algorithms.
.- Recent Advances in Protein Kinase Inhibitors Prediction.
.- Controller Placement Problem (CPP) Based on POCO Solution for the Algerian Research Network Topology.
.- Harnessing CNN and OPTICS Algorithm for Detecting Shilling Attacks in Recommend
