Full Description
This three-volume set CCIS 2873-2875 constitutes the revised selected papers of the 7th International Conference on Soft Computing and its Engineering Applications, icSoftComp 2025, held in Hanoi, Vietnam, during December 9-11, 2025.
The 105 full papers and 7 Short papers included in these volumes were carefully reviewed and selected from 710 submissions. They were organized in topical sections as follows:
Part I: Theory and Methods.
Part II: Theory and Methods; Systems and Applications.
Part III: Systems and Applications; Hybrid Techniques; Soft Computing for Smart World.
Contents
.- Theory and Methods.
.- Encoder Decoder based Semantic Image segmentation model developed from the ground up.
.- Variable Neighborhood Search for the Tree t-Spanner Problem.
.- AI-Based Water Quality Prediction Using Machine Learning and Synthetic Minority Oversampling Technique.
.- Adaptive Mean Tree Volume Model in a Forest Stand Driven by Diffusion Processes.
.- Algebraic Structure of Knowledge for Interactive Computing.
.- Quantum Computing for Machine Learning Applications.
.- Fusion Ant Optimization: A Multi-Heuristic Ant Colony Optimization for Steiner Tree Problem in Social Networks Analysis.
.- The CO Pollution Prediction with Recurrent Neural Networks Optimized by Modified Firefly Algorithm.
.- Task Scheduling and Resource Optimization using Slime Mold in Edge Computing.
.- Enhancing Swarm Intelligence Algorithms through Integration of Mutation Operators for Optimized Performance.
.- Assessing the Performance of Multi-Layer Perceptrons in Nanoparticle Property Classification.
.- Enhancing Sarcasm Detection with Emoji Semantics and Transformer Architectures.
.- A Simulation Framework for Evaluating Auto-Scaling Strategies in Cloud-Based AI Inference Workloads.
.- Lunar Crater Detection Using Chandrayaan-2 TMC-2 DEM and OHRC Imagery with YOLO v12.
.- Machine Learning-Driven Solar Irradiation Forecasting for Optimizing Green Hydrogen Production: A Comparative Analysis of Model Performance and Efficiency.
.- 3D CNN for Hyperspectral-Based Water potability Detection.
.- Bayesian MCMC Modeling of the Initial Mass Function in Young Massive Clusters: A Non-Parametric Approach to Hierarchical Fragmentation.
.- Adaptive Marine Predator Algorithm for Global Optimization.
.- LightGBM Classifier Optimized by a Modified Firefly Algorithm for Anomaly Detection in Operational Logs of Cloud Systems.
.- A Quantum Computing integration of Cuckoo Search with Classification Algorithms for Metaheuristic Optimization.
.- Optimal Vaccination Strategies for Pandemic Control: A Cost-Driven SIR Model with Domain-as-Particle PSO Optimization.
.- Enhancing Social Media Trend Forecasting with Sequential and Ensemble Learning.
.- Enhancing Reinforcement Learning Performance and Stability through Adaptive Quantile Sampling, Elastic Weight Consolidation, and Multi-Objective Regularization.
.- Performance Evaluation of Clustering Strategies in Large-Scale WRSN Charging Scheduling Using Metaheuristics.
.- Multilingual Music Deepfake Detection Using WavLM and MERT Audio Embeddings.
.- Efficient Graph Construction and Neural Networks for Anti-money laundering.
.- A Machine Learning Framework for Composite Analysis of Sunspots Activity Using Cosmogenic nuclides.
.- A Synergistic Framework: Digital Twin Meets Blockchain for Next-Gen Healthcare Data Security and Analytics.
.- A PSO-Fuzzy Approximate Reasoning Model for Decision Support in Remote Health Monitoring.
.- Toward Transparent and Trustworthy AI for Breast Cancer Diagnosis: Deep Learning, XAI, and Ethical Perspectives.
.- A Semantic Web Approach to Boost Engagement and Collaboration Among Online Health Communities.
.- From Heavyweights to Lightweights: Efficient Transformer Optimization for Health Misinformation Classification.
.- A Voting Classifier Approach for Intrusion Detection in Telecommunication Networks.
.- Adaptive Early Fusion of Clinical Bag-of-Words and Chest X-ray Deep Features for Pulmonary Disease Diagnosis.
.- ResDILI: drug-induced liver injury prediction model using ResNet-18 and ResNet-34.
.- Challenge-Based Learning Mindset for Entrepreneurship Education.
