Modeling, Simulation and Computer Technology

First International Conference, ICMSCT 2024, Skikda, Algeria, November 5-6, 2024, Proceedings
Herausgegeben:SEDDARI, Noureddine; Redjimi, Mohammed

• Broschiertes Buch

Produktbeschreibung

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.

Produktdetails

• Communications in Computer and Information Science 2606
• Verlag: Springer / Springer Nature Switzerland / Springer, Berlin
• Artikelnr. des Verlages: 89563529, 978-3-032-01921-9
• Seitenzahl: 350
• Erscheinungstermin: 1. Oktober 2025
• Englisch
• Abmessung: 235mm x 155mm
• ISBN-13: 9783032019219
• ISBN-10: 3032019214
• Artikelnr.: 74821030

Inhaltsangabe

.- 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 Recommender Systems.

.- Time Series-Based Predictive Monitoring of Mean Blood Pressure in Intensive Care: A Comparative Study of Multiple Linear Regression and LSTM Models.

.- Photometric Stereo: Overcoming SVD Limitations with Particle Swarm Optimization.

.- Coupled Aspen HYSYS / MATLAB Approach for the Optimization of the 10-C-1 Distillation Column of the U10 RA1K Skikda Unit by Neural Networks.