Chih‐Yang Lin - Publications, H-index & Citations

Chih‐Yang Lin

National Central University

31H指数

319论文数

4.0K被引数

收录论文 73

发表时间

A hybrid CNN-GCN framework for interpretable Alzheimer’s disease diagnosis from MRI scans 基于混合CNN-GCN框架的MRI扫描可解释性阿尔茨海默病诊断

Neuroscience

IF2.8

2026-05-20

PREAI

Junaidul Islam; Fu-Yu Lin; Chih-Yang Lin

Enhancing deep learning reliability in MRI images of Alzheimer’s disease using pairwise probability differential reliability quantification 使用成对概率差分可靠性量化方法提升阿尔茨海默病MRI图像中的深度学习可靠性

Biomedical Signal Processing and Control

IF4.9

2026-02-12

PREAI

Junaidul Islam; Isack Farady; Chia-Chen Kuo; Fu-Yu Lin; Chih-Yang Lin

Enhancing Adversarial Attacks with Vector Quantization 通过矢量量化增强对抗性攻击

UBI-MEDIA COMPUTING, PERVASIVE SYSTEMS, ALGORITHMS AND NETWORKS, UBI-MEDIA 2025, I-SPAN 2025, PART I

IF0

2026-01-01

PREAI

Farady, Isack; Chen, Yi-En; Lin, Chih-Yang

Enhancing WiFi CSI Activity Recognition Using a Diffusion Approach with the TCN-T Model 利用TCN-T模型扩散方法增强WiFi CSI行为识别

UBI-MEDIA COMPUTING, PERVASIVE SYSTEMS, ALGORITHMS AND NETWORKS, UBI-MEDIA 2025, I-SPAN 2025, PT II

IF0

2026-01-01

PREAI

Lin, Chih-Yang; Liu, Yu-Tso; Liu, Wei-Ting; Shih, Timoth Y. K.

Enhancing the reliability of Alzheimer's disease prediction in MRI images 提升阿尔茨海默病在MRI图像中的预测可靠性

Computers in Biology and Medicine

IF6.3

2025-09-19

PREAI

Junaidul Islam; Elvin Nur Furqon; Isack Farady; John Sahaya Rani Alex; Cheng-Ting Shih; Chia-Chen Kuo; Chih-Yang Lin

ConSeisDiff: A conditional diffusion approach to mitigate synthetic-real disparities in seismic fault detection ConSeisDiff：一种用于缓解地震断层检测中合成-真实差异的条件扩散方法

JOURNAL OF APPLIED GEOPHYSICS

IF2.1

2025-09-01

PREAI

Farady, Isack; Kuo, Chia-Chen; Sellami, Soufiene; Lin, Chih-Yang

Enhanced detection of mild cognitive impairment in Alzheimer's disease: a hybrid model integrating dual biomarkers and advanced machine learning

BMC GERIATRICS

IF3.8

2025-01-23

OAAI

Alex, John Sahaya Rani; Roshini, R.; Maneesha, G.; Aparajeeta, Jeetashree; Priyadarshini, B.; Lin, Chih-Yang; Lung, Chi-Wen

Edge AI-Based Detection for Defective Coffee Beans Using Deep Learning and Streamlit Framework

IEEE ACCESS

IF3.6

2025-01-01

OAAI

Muchtar, Kahlil; Hafifah, Yayang; Febriana, Alifya; Dawood, Rahmad; Ahmadiar, Ahmadiar; Bahri, Al; Lin, Chih-Yang; Yohannes, Ervin

Pseudo Skin Image Generator (PSIG-Net): Ambiguity-free sample generation and outlier control for skin lesion classification

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2024-07-01

PREAI

Farady, Isack; Furqon, Elvin Nur; Kuo, Chia-Chen; Jan, Yih-Kuen; Lin, Chih-Yang

Deep Learning Applications in MRI-Based Detection of the Hippocampal Region for Alzheimer's Diagnosis

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Pusparani, Yori; Lin, Chih-Yang; Jan, Yih-Kuen; Lin, Fu-Yu; Liau, Ben-Yi; Ardhianto, Peter; Furqon, Elvin Nur; Alex, John Sahaya Rani; Aparajeeta, Jeetashree; Lung, Chi-Wen

WiFi-TCN: Temporal Convolution for Human Interaction Recognition Based on WiFi Signal

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Lin, Chih-Yang; Lin, Chia-Yu; Liu, Yu-Tso; Chen, Yi-Wei; Shih, Timothy K.

Using Deep Learning-Based Methods for Automated Segmentation of Soft Tissues From Shoulder Ultrasound Images

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Lee, Ying-Chun; Lin, Chih-Yang; Hsiao, Chia-Chun; Mo, Pu-Chun; Guo, Jiaqi; Jan, Yih-Kuen

Entropy-Boosted Adversarial Patch for Concealing Pedestrians in YOLO Models

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Lin, Chih-Yang; Huang, Tun-Yu; Ng, Hui-Fuang; Lin, Wei-Yang; Farady, Isack

Feature selection of gray-level Cooccurrence matrix using genetic algorithm with Extreme learning machine classification for early detection of Pole roads

RESULTS IN ENGINEERING

IF7.9

2023-12-01

OAAI

Utaminingrum, Fitri; Alqadri, Ainandafiq Muhammad; Somawirata, I. Komang; Karim, Corina; Septiarini, Anindita; Lin, Chih-Yang; Shih, Timothy K.

Robust Signboard Detection and Recognition in Real Environments

IEEE TRANSACTIONS ON CONSUMER ELECTRONICS

IF10.9

2023-08-01

PREAI

Cheewaprakobkit, Pimpa; Lin, Chih-Yang; Lin, Kuan-Hung; Shih, Timothy K. K.

Moving Object Detection for Complex Scenes by Merging BG Modeling and Deep Learning Method 融合BG建模和深度学习方法的复杂场景运动目标检测

JOURNAL OF ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING RESEARCH

IF2.4

2023-06-23

OAAI

Lin, Chih-Yang; Huang, Han-Yi; Lin, Wei-Yang; Ng, Hui-Fuang; Muchtar, Kahlil; Nurdin, Nadhila

Multi-hop Video Super Resolution with Long-Term Consistency (MVSRGAN)

MULTIMEDIA TOOLS AND APPLICATIONS

IF3

2023-05-22

PREAI

Aditya, Wisnu; Shih, Timothy K.; Thaipisutikul, Tipajin; Lin, Chih-Yang

Specific Expert Learning: Enriching Ensemble Diversity via Knowledge Distillation 特定的专家学习: 通过知识蒸馏丰富整体多样性

IEEE TRANSACTIONS ON CYBERNETICS

IF10.5

2023-04-01

PREAI

Kao, Wei-Cheng; Xie, Hong-Xia; Lin, Chih-Yang; Cheng, Wen-Huang

PreAugNet: improve data augmentation for industrial defect classification with small-scale training data

JOURNAL OF INTELLIGENT MANUFACTURING

IF7.4

2023-03-28

PREAI

Farady, Isack; Lin, Chih-Yang; Chang, Ming-Ching

Hierarchical Image Transformation and Multi-Level Features for Anomaly Defect Detection 用于异常缺陷检测的分层图像变换和多级特征

SENSORS

IF3.5

2023-01-15

OAAI

Farady, Isack; Kuo, Chia-Chen; Ng, Hui-Fuang; Lin, Chih-Yang

研究方向