| Record Type: |
Electronic resources
: Monograph/item
|
| Title/Author: |
Machine learning and soft computing/ edited by Letian Huang. |
| Reminder of title: |
9th International Conference, ICMLSC 2025, Tokyo, Japan, January 24-26, 2025, revised selected papers. |
| remainder title: |
ICMLSC 2025 |
| other author: |
Huang, Letian. |
| corporate name: |
International Conference on Machine Learning and Soft Computing |
| Published: |
Singapore :Springer Nature Singapore : : 2025., |
| Description: |
xvii, 307 p. :ill. (some col.), digital ;24 cm. |
| [NT 15003449]: |
Deep Learning Models and High-performance Computing. -- Reinforcement Learning for ETF Rebalancing Under Index Composition Changes. -- Predicting Potential Soil and Groundwater Contamination Risks from Gas Stations Using a Deep Learning Technique. -- Retinex-Infused Deep Learning Network for Image Dehazing. -- Development of a Vision-Based Navigation and Landing System Based on Deep Learning and Image Segmentation Methods with Runway Information for the Landing of a Fixed-wing UAV. -- A Deep Learning Approach to Parking Space Detection: Achieving High Accuracy and Scalability with FastAPI and Alexnet. -- Forest Fire and Smoke Detection Using Image-based Deep Learning. -- Federated Learning for Privacy-Preserving: Current status and Future Directions. -- Data-driven Complex System Modeling and Intelligent Optimization Algorithms. -- Geographical Zoning for Electric Vehicle Charging Station Planning by Using Hierarchical Clustering. -- An Efficient Fine-Tuning Strategy of Large Language Models for Unit Test Code Generation via Multi-task Prompt Learning. -- Solving a Home Healthcare Routing and Scheduling Problem with Real-World Features. -- DNA Sequence Design Based on Dual-Sorting Constrained Multi-Objective Evolutionary Algorithm. -- A Novel Constrained Multi-Objective Evolutionary Algorithm for Solving VRPSPDTW. -- Credit Card Fraud Detection with Deep Multilayer Perceptrons. -- Evaluating Calibration Techniques for Reliable Predictions. -- Artificial Bee Colony Optimization for EEG Channel Selection in Motor Imagery BCI. -- Evaluating the Impact of Multi-Sensory Virtual Reality in Prostate Cancer Health Education: Enhancing Learners' Learning Interest, Emotional Participation and Knowledge Level. -- Image Analysis and Processing Methods based on AI. -- Self-attention Network with Dynamic Perception for Crowd Counting. -- Biometric Authentication using Unnaturally Bended Palm Shape. -- A VLC Mapping-Based Lossless Data Hiding Method for JPEG Images with Stable File Size Increment. -- Investigation of Frame Differences as Motion Cues for Video Object Segmentation. -- A Hybrid Reversible Data Hiding Approach for JPEG Images Based on DCT Coefficients. -- Ablation Studies of Kras in Colon Cancer: Predictive Power and Diagnostic Accuracy. -- Hydrotherapy Hip Abduction Angle Range Classification via Hybrid Joint Vector - YOLO NAS Model (JV-YOLO NAS). -- Automated Intelligent Image-based Tomato Sorting Prototype. -- Detailed Lower Body Gait Analysis for Hydrotherapy Exercise using Modified YOLOv7 Pose. -- Analysis of Feature Subspace and Explainability of CNNs for Classification of High Resolution Remote Sensing Images. |
| Contained By: |
Springer Nature eBook |
| Subject: |
Machine learning - Congresses. - |
| Online resource: |
https://doi.org/10.1007/978-981-96-6403-0 |
| ISBN: |
9789819664030 |