國立中央大學教師履歷平台

期刊著作

• FFCIL: Fine-Grained Few-Shot Class Incremental Learning with Destruction-Construction Learning for TFT-LCD Defect Classification
  IEEE Access, 14, 20165-20178, 2026-01-01
  [ artificial intelligence,defect classification,destruction-construction learning,few-shot incremental learning,fine-grained classification,TFT-LCD ]

• Inner Ear Multiple Primary Cell Type Detection System
  Scientific data, 12, 1, 2025-12-01

• TCN-MAML: A TCN-Based Model with Model-Agnostic Meta-Learning for Cross-Subject Human Activity Recognition
  Sensors, 25, 13, 2025-07-01
  [ human activity recognition,MAML,TCN,wireless sensor networks ]

• Applying Competition-Based Learning to Stimulate Students' Practical and Competitive AI Ability in a Machine Learning Curriculum
  IEEE Transactions on Education, 67, 2, 256-265, 2024-04-01
  [ Competition-based learning (CBL),competitive ability,machine learning,practical ability ]

• Improving student learning performance in machine learning curricula: A comparative study of online problem-solving competitions in Chinese and English-medium instruction settings
  Journal of Computer Assisted Learning, 2024-01-01
  [ competition learning,English-medium instruction (EMI),learning performance,machine learning,online problem-solving competition ]

• Deep learning based atomic defect detection framework for two-dimensional materials
  Scientific data, 10, 1, 2023-12-01

• AI, Please Help Me Choose a Course: Building a Personalized Hybrid Course Recommendation System to Assist Students in Choosing Courses Adaptively
  Educational Technology and Society, 26, 1, 203-217, 2023-01-01
  [ Ai course recommendation system,Human-centered ai in education,Learning aids in systems ]

• How Students can Effectively Choose the Right Courses: Building a Recommendation System to Assist Students in Choosing Courses Adaptively
  Educational Technology and Society, 25, 1, 61-74, 2022-01-01
  [ Course recommendation,Course selection,Learning aids,Personalized learning ]

• Incremental Checkpointing for Fault-Tolerant Stream Processing Systems: A Data Structure Approach
  IEEE Transactions on Emerging Topics in Computing, 10, 1, 124-136, 2022-01-01
  [ in-memory databases,incremental checkpointing,key-value stores,Stream processing systems ]

• Intelligent pig-raising knowledge question-answering system based on neural network schemes
  Agronomy Journal, 113, 2, 906-922, 2021-03-01

• Modeling of Multilayer Multicontent Latent Tree and Its Applications
  IEEE Transactions on Computational Social Systems, 8, 1, 5-19, 2021-02-01
  [ Incremental update techniques,latent tree model (LTM),multicontent data,recommendation systems ]

• Edge-Based RNN Anomaly Detection Platform in Machine Tools
  Smart Science, 7, 2, 139-146, 2019-04-03
  [ anomaly detection (AD),Prognostics and health management (PHM),recurrent neural network (RNN) ]

• Hybrid Real-Time Matrix Factorization for Implicit Feedback Recommendation Systems
  IEEE Access, 6, 21369-21380, 2018-03-23
  [ implicit feedback,matrix factorization,real-time updating,Recommendation system ]

• Signal and information processing in mobile cloud computing: Trends and challenges
  Journal of Communications, 10, 9, 659-665, 2015-01-01
  [ Mobile cloud computing,Multi-sensing fusion technology ]

研討會著作

• Metric Learning-Based Incorrect Component Detection Framework
  20-25, 2025-01-01
  [ incorrect component placement,metric learning,Surface mount technology ]

• Remind: Recall Enhanced Memory Integration for Natural Language Dialogue Systems
  689-694, 2025-01-01
  [ Hybrid Memory Retrieval,Kernel Density Estimation (KDE),Large Language Models (LLMs),MemoRA dataset,Memory-Augmented Dialog Systems,Multi-Turn Dialogue Systems,Personalized Memory Systems ]

• Evaluating the Feasibility of Vision-Language Models in Skin Cancer Detection: A Comparative Study with CNNs and Vision Transformers
  2025-01-01
  [ CNNs,Skin cancer detection,Vision Transformers,Vision-Language Models ]

• Feature-Driven Counterfactual Explanations: A SHAP-Based Approach to Dimensionality Reduction in XAI
  763-764, 2025-01-01
  [ counterfactual explanation,curse of dimensionality,Explainable AI ]

• C-Pilot: Accelerating Administrative Workflows in Schools through a Multi-Agent System
  733-734, 2025-01-01
  [ AI agent,Large language model,multi-agent system ]

• Advancing Museum Artifact Recognition: Reflection Removal and Fine-Grained Classification for Superior Visitor Experience
  489-490, 2025-01-01
  [ Fine-grained classification,museum guidance,reflection removal ]

• Unsupervised Autoencoder Approach for Precise Line-Type Mura Detection and Classification
  507-508, 2025-01-01
  [ Anomaly localization,Autoencoder,mura detection,unsupervised learning ]

• AutoDevFlow: A Multi-Agent System for Automated Development Lifecycle Management
  735-736, 2025-01-01
  [ AI agent,CI/CD,Large language model,multi-agent system ]

• A Cluster-based Privacy-Enhanced Hierarchical Federated Learning Framework with Secure Aggregation
  994-999, 2024-01-01
  

• Privacy-preserving Federated Learning for Industrial Defect Detection Systems via Differential Privacy and Image Obfuscation
  1136-1141, 2024-01-01
  [ differential privacy,federated learning,image obfuscation,Industrial defect detection ]

• Inpainting-based Anomaly Detection System with Self-supervised Learning
  124-129, 2024-01-01
  [ Defect detection,image inpainting,self-supervised learning ]

• An Implementation of Blockchain-based Federated Learning Framework
  165-166, 2024-01-01
  [ Blockchain,Federated Learning,Hyperledger Fabric ]

• Supervised Intrusion Detection with Out-of-Distribution Detection for Microservices
  121-122, 2024-01-01
  [ Intrusion detection,microservice security,out-of-distribution detection ]

• Few Shot Ultra Fine-Grained Visual Classification for Defect Detection
  119-120, 2024-01-01
  [ Defect detection,few-shot learning,fine-grained visual classification ]

• Dynamic and Static Features Extraction for Deepfake Detection
  123-124, 2024-01-01
  [ Deepfake detection,multimodel,optical flow,vision transformer ]

• Key Expansion Based on Elliptic Curve Cryptography for Anonymous Voting
  161-162, 2024-01-01
  [ anonymous voting,elliptic curve cryptography,Key expansion ]

• Unveiling the Black Box: An XAI-based Anti-Money Laundering Model
  293-294, 2024-01-01
  [ Anti-money laundering,Explainable AI,LIME,PDPs,SHAP ]

• Visualization-oriented Natural Language Interfaces for Grafana Dashboard
  465-466, 2024-01-01
  [ Grafana,LangChain,large language model,Visualization-oriented natural language interfaces ]

• FedCLO: Federated Learning with Clustered Layer-wise Communication Load Optimization
  101-108, 2024-01-01
  [ Clustered Federated Learning,Distribution Euclidean Distance,Federated Learning,Layer-wise model aggregation,Model compression ]

• A Deep Learning-based General Defect Detection Framework for Automated Optical Inspection
  332-337, 2023-01-01
  [ Automated optical inspection,classification models,data augmentation,defect detection ]

• ResUnet-GAN with Dynamic Memory for Mura Defect Detection
  350-353, 2023-01-01
  [ dynamic feature filtering,GAN,Mura detection,ResNet,U-Net ]

• A Deep Learning-based Microsection Measurement Framework for Print Circuit Boards
  291-294, 2023-01-01
  [ deep learning,Microsection measurement,print circuit boards ]

• An Ensemble of Supervised Learning and Image Inpainting for Mura Detection
  502-505, 2023-01-01
  [ image inpainting,Mura detection,SEResNeXt101,U-Net ]

• Booming Blooming: When Can You Enjoy Flowering Season?
  335-336, 2023-01-01
  

• License Plate Restoration System
  333-334, 2023-01-01
  

• Homomorphic Encryption-Based Similarity Calculation for Mobile Data Usage Prediction
  331-332, 2023-01-01
  [ Homomorphic encryption,mobile data usage prediction,similarity ]

• CHFDS: Clustered-based Hierarchical Federated Learning Framework with Differential Privacy and Secure Aggregation
  215-216, 2023-01-01
  

• Red Light, Green Light Game System based on IoT Devices
  767-768, 2023-01-01
  

• Continual Learning with Out-of-Distribution Data Detection for Defect Classification
  337-338, 2023-01-01
  [ Continual learning,out-of-distribution ]

• Image Inpainting with Self-Supervised Learning for Mura Detection System
  339-340, 2023-01-01
  

• Gated Tri-Tower Transformer (GT3) - An Inflated Power Generation Attack Detector for Microgrids
  2023-01-01
  [ advanced metering infrastructure,gated tri-tower transformer,inflated power generation attack,microgrid ]

• Image Confusion Applied to Industrial Defect Detection System
  463-464, 2022-01-01
  

• An Incremental Meta Defect Detection System for Printed Circuit Boards
  307-308, 2022-01-01
  

• A Light-Weight Defect Detection System for Edge Computing
  521-522, 2022-01-01
  

• A Deep Learning-based Generic Solder Defect Detection System
  99-100, 2022-01-01
  

• An Efficient Industrial Product Serial Number Recognition Framework
  263-264, 2022-01-01
  

• Predicting Credit Risk in Peer-to-Peer Lending: A Machine Learning Approach with Few Features
  295-300, 2021-01-01
  [ borderline-SMOTE,credit risk prediction,data synthesis,Peer-to-peer lending,RFECV,XGBoost ]

• An Accurate Vehicle-to-Vehicle Instant Alert System Using Directional Antennas
  2021-01-01
  [ dipole antenna,directional antenna,Driving safety,dual antenna system,patch antenna,V2X communication ]

• Contour Accentuation for Transfer Learning-Based Ship Recognition Method
  61-62, 2020-04-20
  [ contour accentuation,convolutional neural network,ship recognition,transfer learning ]

• Signal and information processing in mobile cloud computing: Trends and challenges
  625-629, 2015-03-26
  [ mobile cloud computing,multi-sensing fusion technology ]

• Reconstruct dynamic systems from large-scale open data
  2015-01-01
  [ Adaptive algorithm,Concept drift,Implicit feedback,Recommendation system ]

• An effective algorithm for interest aware opportunistic advertising by mining social and consuming information
  2014-01-01
  [ Data mining,Opportunistic advertising,Social and consuming information ]

• A flexible analysis and prediction framework on resource usage in public clouds
  309-316, 2012-12-01
  [ cloud computing,MapReduce,Parallel Frequent Pattern Growth,Parallel K-means,Particle Swarm Optimization,resource prediction ]

• A proximity sensor based no-touch mechanism for mobile applications on smart phones
  2012-12-01
  [ Cloud computing,Proximity sensor,Speech recognition ]

專書

• Communications in Computer and Information Science
  319-329, 2025-01-01
  [ image classification,Intrusion detection,open set,out-of-distribution detection ]

• Communications in Computer and Information Science
  304-318, 2025-01-01
  [ ComfyUI,deep learning,Microsection Measurement,printed circuit board ]