Computational Intelligence in Engineering Science (eBook, PDF)

First International Conference, ICCIES 2025, Ho Chi Minh City, Vietnam, July 23-25, 2025, Proceedings, Part IV
Redaktion: Nguyen, Ngoc Thanh; Tin, Phu Tran; Le Khac, Nhien An; Manolopoulos, Yannis; Hong, Tzung-Pei; Tran, Trong Dao; Pham, van Huy

• Format: PDF

Produktbeschreibung

This four-volume set constitutes the refereed proceedings of the First International Conference on on Computational Intelligence in Engineering Science, ICCIES 2025, in Ho Chi Minh City, Vietnam, during July 23-25, 2025.

The 115 full papers presented in these proceedings were carefully reviewed and selected from 210 submissions. The papers are organized in the following topical sections:

Part I: Machine Learning; Wireless Networks (6G) Part II: Computer Vision; Natural Language Processing Part III: Intelligent Systems; Internet of Things Part IV: Machine Learning; Control Systems

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Produktdetails

• Verlag: Springer International Publishing
• Seitenzahl: 394
• Erscheinungstermin: 22. Juli 2025
• Englisch
• ISBN-13: 9783031981708
• Artikelnr.: 74981553

Inhaltsangabe

.- Machine Learning.

.- Clickbait Detection: A Comparative Analysis of Traditional Machine Learning, Deep Learning, and Large Language Models.

.- Breast cancer classification based on fuzzy rules and deep learning techniques.

.- Enhancing Financial Time Series Forecasting through Anomaly Detection and Repair.

.- Explainable AI for Lung Cancer Classification Using Histopathological Images

.- Predicting protein-protein interactions: A case study using Hilbert transform with combining ensemble learning model.

.- Understanding Job Switching Risks through Interpretability Evaluation.

.- Tensor Synergy Network for Multimodal Hate Speech Detection.

.- An Ensemble-Based Approach with PhoBERT for Vietnamese Hate and Offensive Spans Detection.

.- Scene Sino-Nom Text Optical Character Recognition in Vietnam: a novel approach combining deep learning and linguistic knowledge.

.- RAG Prompting for Mental Health Classification with LLM: A Resource-Efficient Alternative to Instruction Tuning.

.- Detecting AI-Generated Vietnamese News Articles with Multilingual-E5 and BERT.

.- Time Series Classification based on Motif Information and Random Forest Algorithm.

.- Deep Learning-Based Classification of Ovarian Cancer Subtypes in Histopathology.

.- Illuminating Advances: A Comprehensive Review of Optical Character Recognition for the English Language.

.- Imbalanced Data Handling in Financial Distress Prediction: Resampling or Weighted Loss?

.- Spatial-Temporal Feature Extraction for Tanzanian Sign Language Recognition in Medical Diagnostics.

.- Convolutional Neural Network to Classify Lumber Spine Degenerative Conditions from MRI Images.

.- Time Series Classification Using HMM and GMM with Pomegranate Library.

.- Control Systems.

.- Formation Control of Wheeled Mobile Robots for Moving Target Circumnavigation Using Distributed Estimator and Dynamic Surface Control.

.- Integrating Visual Attention into Deep Reinforcement Learning for Enhanced Control in Racing Games.

.- PlanFormer: Enhancing Transformer-based Closed-loop Planning Performance for Autonomous Driving.

.- EMG-Based Upper Limb Joint Angle Estimation Using LSTM and High-speed Tracking System.

.- Design of Control of Battery Storage System for Enhance Power Tracking following the Composite PID model.

.- Hybrid Metaheuristic Speed Controller for Uncertain Permanent Magnet Synchronous Motor.

.- Advanced Sliding Sensorless Speed Control of PMSM Driving System Using Enhanced Sliding Mode Observer.

.- Comparative Evaluation of Memristor-Based 7T2M and 8T3M NVSRAM Architectures.

.- An Implementation of Rights Management Mechanism within the e-Healthcare Domain.

.- A Real-time Gateway Hydroponic System Design.

.- Reducing Energy Losses and Enhancing Efficiency of Inverter Systems in Electric Vehicle Drivetrains.