Advanced Network Technologies and Intelligent Computing
Description
This three-volume set CCIS 2920-2922 constitutes the refereed proceedings of the 5th International Conference on Advanced Network Technologies and Intelligent Computing, ANTIC 2025, held in Gwalior, India, during December 21-23, 2025.
The 94 full papers and 7 short papers included in these volumes were carefully reviewed and selected from 585 submissions. They are organized in topical sections as follows: Advance Network Technologies; and Intelligent Computing.
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Content
.- Enhancing Energy Efficiency in IoT Networks through Dual Prediction-Based Data Acquisition and Biogeography-based Clustering.
.- SEIFaaS: A Scalable Energy-Intelligent Framework for Function-as-a-Service in Distributed Edge Networks.
.- Spatio-Temporal Deep Learning for Urban Heat Island Prediction from Remote Sensing Data.
.- RoBERTa-Based Cybersecurity Threat Detection.
.- Enhanced Credit Card Fraud Detection Using Data Sampling Techniques and Ensemble Machine Learning Models: Improved Fraud Detection via Statistical Sampling and Ensemble Learning.
.- NFT-Based Student Credentials Management System with Hybrid Architecture.
.- Anomaly Detection in IoT devices using Federated Learning.
.- Privacy Preserving Graph Learning via Local Differential Privacy and K Anonymity Clustering.
.- Camouflaged BDI Agent-Driven Dynamic Recovery in Self-Healing IoT Networks.
.- By using Iot and Artificial Intellegence, Smart Animal Intrusion Detection and Response System for Agricultural Fields.
.- Finding the Minimum Dominating Set in a Graph: Using Hybrid Dynamic Programming and Branch & Bound Approach.
.- Authenticated Key Management in FANET.
.- Enhancing Network Intrusion Detection using Ensemble-Learning Model.
.- A novel software fault prediction framework using two stage- artificial hummingbird optimisation for feature selection.
.- Efficient Incremental Dominating Set using Lazy Heaps for Dynamic Graphs.
.- CPNs based Modelling for Maximum Independent Set Problem.
.- A Stacked Machine Learning Model for Malware Detection.
.- echnologies and Intelligent Computing, ANTIC 2025 Model and algorithm for determining rational values of the main parameters of an electromagnetic current-to-voltage conversion sensor.
.- Security of wireless optical network LiFi.
.- Multi-Scanner Adaptive Snapshot Algorithm for RMWable Shared-Memory.
.- AI-Based Opportunistic Routing for Dynamic UAV Communications in Flying Ad Hoc Networks.
.- Quantum Reinforcement Learning-Driven Resource Management Algorithms in Cloud Environments using Nonlinear Regression Models.
.- chnologies and Intelligent Computing, ANTIC 2025 Evaluation of the reliability of a wireless sensor network for an irrigation system: mathematical modelling and calculation.
.- A Novel end-to-end Pipeline for Bitemporal Change Detection in Edge Computing.
.- A Privacy-Enhanced Deep Learning Approach for Fog-Based IoT Data Analytics.
.- OptiFuse: Optimizing Lambda Functions through Intelligent Function Fusion.
.- A Hybrid Machine Learning Approach for Cognitive Seller Ranking in Multi-Agent E-Commerce.
.- Transient Behavior Analysis of M [x]/M/R/K Queueing Model in Mobile-Edge Computing System.
.- MAD: Magnitude Downgrade Attack for Evading Secure Robust Aggregation Method.
.- A Hybrid Transfer Learning Strategy for Accurate Brain Tumor Classification from MRI Images.
.- RE-Act: Resilient On-Path Service Instantiation in Constrained Edge Networks.
.- Multilevel AI Networking and Voice Interfacing for Disease-Controlled Irrigation in Sugarcane Farming.
.- Balancing Retention and Adaptability: A Comparative Study of Continual Learning Methods in Smart Manufacturing.
.- HSMAE: Hybrid SwinMamba Attention UNet for Spatiotemporal Reconstruction-Based Visual Anomaly Detection.
.- Comparison of CSA optimized PID and FOPID Controller Design Technique for Load Frequency Control (LFC).
.- Energy-Efficient Forecasting of Cloud Workloads with a Hybrid Self-Attention Bi-LSTM and Spiking Recurrent Neural Network.
.- Comparative Evaluation of Peer Reviews and Self-Reflection Survey for Assessing Student Performance in Application development project Projects.
.- Architecting Scalable Paradigms for Johnson's Algorithm: Harnessing Multi-Core and GPU Acceleration.
.- MQTT Driven Automation Framework for Level-Crossing Gate Management.