Patel / Santosh / Gomes de Oliveira Soft Computing and Its Engineering Applications

7th International Conference, icSoftComp 2025, Hanoi, Vietnam, December 9–11, 2025, Proceedings, Part III
Erscheinungsjahr 2026
ISBN: 978-3-032-22065-3
Verlag: Springer International Publishing
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, 540 Seiten

Reihe: Springer Nature Proceedings Computer Science

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.

Zielgruppe

Research

Autoren/Hrsg.

Patel, Kanubhai K.

Santosh, KC

Gomes de Oliveira, Gabriel

Patel, Atul

Ghosh, Ashish

Inhaltsverzeichnis

.- Systems and Applications.

.- A Multi-Layered Privacy-Preserving Framework for Large Language Models in Healthcare.
.- Zero Trust Architecture for Secure IoT-Enabled Medical Device Networks.
.- Classification of Non-Hodgkin Lymphoma using Optimized Inception V3-DBO Model.
.- Transforming Breast Cancer Detection in IoT-Enabled Healthcare With a Portable CNN-Based Embedded Diagnostic System.
.- Design of a Web-based Platform to Leverage MATLAB Functionality for Digital Engineering.
.- AI-Driven Mental Health Prediction and Therapy for Early Adulthood: Relapse prediction after initial treatment response.
.- Multi-Acoustic Feature Fusion with Convolutional Networks for Speech Emotion Recognition.
.- Enhancing Early Alzheimer’s Detection with Transfer Learning on MRI Data.
.- Empowering WCMS by Automatic Document Classification and Improved the Security Using AI and Blockchain Technology.
.- AI-Powered Dashboard for User-Centric Financial Data Analytics and Intelligent Stock Prediction.
.- A system of ODEs affected by data uncertainty steered by Monte Carlo on the Web Statistical assessment applied to dialysis.
.- Electrical Engineering Degree Planning and Advising Platform.
.- Beyond Keyword Matching: A Contextual NLP System for Profile Screening.
.- Detection, Segmentation and Health Classification of Coffee Leaves in the Wild.
.- Performance analysis of Quadruple Code Index Modulation (QCIM) with spatially correlated antennas under slow time varying channel for advanced 6G cellular radio communication.
.- Development of a System for Creating Balanced Educational Programs.
.- Study Buddy: A Virtual Reality-based Interactive Learning Application for Kindergarten Students.
.- Facial Recognition-Based Attendance System: An AI-Powered Solution.
.- An Analysis of the Modern Age Susceptibility of Compact Wearables.
.- Performance analysis of Non-Orthogonal Multiple Access (NOMA) for advanced 6G cellular radio communication under Nakagami-m fading channel.
.- An Intelligent Framework for Early Banana Plant Disease Diagnosis Using AI and Precision Agriculture Techniques.
.- System Design Methodology and Efficiency Optimization of Wireless Charging for Electric Vehicles.
.- CRNN with BiLSTM-CTC for Robust Recognition of Gujarati Handwritten Words and Lines.
.- Machine Learning based Prediction of High-risk Glaciers.
.- Machine Learning-Driven Analysis of Urbanization in Haldwani Using Sentinel-2 Multispectral Data.
.- Automatic Extraction of Topographical Features from Satellite Images using Deep Learning Methodologies.

.- Hybrid Techniques.

.- Minimizing the Weight of Conflict-Free Spanning Trees: An Extension of Hybrid Steady-State Genetic Algorithm using Variable Neighborhood Search.
.- Hybrid Evolutionary Deep Learning Framework with Optimized Features and Segmentation for Glaucoma Detection.
.- A Hybrid Regime-Switching GARCH-EVT Model for Adaptive Value-at-Risk Estimation in Financial Markets.
.- Design of a Hybrid Termite-Tuna Swarm Algorithm For Dynamic Network Optimization.
.- Adaptive Offloading Strategies for Hybrid Edge-Cloud AI Inference: A Latency-Aware Simulation Framework.
.- Autism Trait Detection Reinvented: A VAE-Based Deep-to-Tree Pipeline for Age-Specific Classification.
.- AI-Enhanced Hydrodynamic Modeling for Intelligent Flood Forecasting, Inundation Mapping, and Risk Prioritization in The Panam River Basin.
.- Hybrid Deep Learning Architecture for Multivariate Time Series Forecasting: A Study on Urban Traffic Volume Prediction.
.- Advanced Motif Recognition in Biological Sequences Using Hybrid Meta-Heuristic Algorithms.

.- Soft Computing and Smart World.

.- Intelligent Feature Optimization for Anomaly Detection in IoT-Enabled Smart Urban Networks.
.- Sustainable Biomedical Waste Management: Artificial Intelligence Approach.
.- Multimodal AIoT Framework with Dynamic Fusion and Federated Learning for Smart Medicinal Plant Farming.