The CCIS book constitutes selected papers of the 12th International Conference on Computational Science and Computational Intelligence, CSCI 2025, which took place in Las Vegas, NV, USA, during December 3–5, 2025.
The 30 papers and 2 poster papers included in this book were carefully reviewed and selected from the following tracks: 24 papers have been selected from 169 submissions to the Research Track on Signal & Image Processing, Computer Vision & Pattern Recognition, CSCI-RTPC; 4 papers stems from 70 submissions to the Research Track on Cloud Computing and Data Centers, CSCI-RTCC; and 4 papers out of 52 submissions have been selected from the Research Track on Mobile Computing, Wireless Networks, & Security, CSCI-RTMC.
The papers have been organized in topical sections as follows: Imaging Science and Application- Detection Methods; Signal & Image Processing, Computer Vision, Pattern Recognition, and Applications; Cloud Computing, Data Centers, and Related Issues; Mobile Computing, Wireless Networks, Security, and Applications; and Poster Papers.
Table of Contents:
.- SECTION: Imaging Science and Application- Detection Methods.
.- Geometry-Aware Head Contour Extraction from Overhead Images.
.- Cross Platform FPGA Migration for YOLOv3-Tiny Object Detection.
.- Geometry-Aware Head Contour Extraction from Overhead Images.
.- Lightweight RTK-GPS-Guided Two-Stage Anomaly Detection for Safety-Critical Infrastructure Inspection.
.- An Exploratory Study of Real-Time Road Anomaly Detection for Rider Assistance.
.- Object Detection with Electromagnetic Reflection Model and Nested Sampling.
.- UAV Image-Guided Adaptive Inspection for Efficient Roof Anomaly Detection.
.- Computational Fatigue Detection from Physiological Signals with Calibrated Multimodal Fusion.
.- Fusing an Infrared Spectroscopy Sensor and Camera to Improve Microplastics Detection.
.- SECTION: Signal & Image Processing, Computer Vision, Pattern Recognition, and Applications.
.- BMMAN.
.- MedSR-Vision.
.- Facial Recognition by Using Ensemble and Network of Quantum Convolutional Neural Network.
.- Classification of COVID-19 Chest Radiographs Using LSTM-RNN Optimized with Grey Wolf Optimization and Modified Grey Wolf Optimization.
.- MSTT.
.- Sharpness-Consistency Loss for SEM Image Denoising.
.- Attention-Guided Dual Feature Extractor for Bearing Fault Diagnosis from Vibration Data.
.- Applicability of Amyloid Intensity Histograms and Amyloid Beta Status Correlations on Segmented Positron Emission Tomography Scans for Alzheimer's Diagnosis.
.- Rule-Based Hand Gesture Presentation Control Using MediaPipe and Keyboard-Mouse Hotkey Simulation.
.- Research on Nighttime Vehicle Image Enhancement Method Based on Zero-DCE.
.- Discovering Socioeconomic Structure with Unsupervised Graph Neural Embeddings on Census Data.
.- Integer Wavelet Transformation Enhanced Multi-level Clustering Lossless Compression Algorithm for Remotely Sensed Images.
.- Construction of a Room Generation System in VR Spaces Based on Song Sensibilities.
.- Towards a Segmentation of the Pectoral Muscle and Masses Present in Mammograms by Combining Modern and Traditional Techniques.
.- SECTION: Cloud Computing, Data Centers, and Related Issues.
.- Modality-Aware Slicing of Multimodal AI Models for Edge Intelligence.
.- Towards Scalable Serverless Machine Learning.
.- An Explainable ML-based Approach to Predicting Virtual Machine Resource Demand for High Resource Utilization in Clouds.
.- AH-RF-SVM Based DDoS Detection for Cloud Computing.
.- SECTION: Mobile Computing, Wireless Networks, Security, and Applications.
.- Performance Evaluation and Application Analysis of Eleven Fundamental Intelligent Algorithms for WSN Coverage Optimization.
.- MIDI Control for Launching Mobile Device Applications.
.- Enhancing Mobile App Quality through Unified Automated Functional and User Interface Testing with Appium-Selenium Integration.
.- A Comprehensive Review of Machine Learning-Based Network Traffic Prediction Methods.
.- SECTION: Poster Papers.
.- A Case Study of Drone-Based Crack Detection and Classification on Pavements.
.- Development of an Automated Inspection System for Busbar and Silicone Pad Alignment in Secondary Batteries.
