Jyh‐Shing Roger Jang - Publications, H-index & Citations

Jyh‐Shing Roger Jang

national taiwan university

35H指数

283论文数

3.1W被引数

收录论文 29

发表时间

Dynamic-Flooding Transformer Ensembles for Reinforcement-Learning-Based Equity Market Timing 基于强化学习的股权市场择时动态淹没式Transformer集成模型

IEEE Access

IF3.6

2026-09-17

OAAI

Tung-Li Chen; Jyh-Shing Roger Jang

Prediction of biological age using machine learning 使用机器学习预测生物年龄

PLOS ONE

IF2.6

2025-09-24

PREAI

Zhang, Kai; Chen, Po-Chung; Huang, Yiyang; Tzou, Shiow-Jyu; Wu, Sheng-Tang; Chu, Ta-Wei; Wang, Chung-Che; Jang, Jyh-Shing Roger

Smartphone-derived multidomain features including voice, finger-tapping movement and gait aid early identification of Parkinson's disease 智能手机衍生出的多领域特征，包括语音、手指敲击运动和步态，有助于早期识别帕金森病。

NPJ PARKINSONS DISEASE

IF8.2

2025-05-05

OAAI

Lim, Wee-Shin; Fan, Sung-Pin; Chiu, Shu-, I; Wu, Meng-Ciao; Wang, Pu-He; Lin, Kun-Pei; Chen, Yung-Ming; Peng, Pei-Ling; Jang, Jyh-Shing Roger

Many-to-Many Singing Performance Style Transfer on Pitch and Energy Contours

ieee signal processing magazine

IF3.9

2025-01-01

PREAI

Hsu, Yu-Teng; Wang, Jun-You; Jang, Jyh-Shing Roger

Comprehensive Study on Zero-Shot Text Classification Using Category Mapping 基于类别映射的零镜头文本分类综合研究

IEEE ACCESS

IF3.6

2025-01-01

OAAI

Zhang, Kai; Zhang, Qiuxia; Wang, Chung-Che; Jang, Jyh-Shing Roger

Respiratory Rate Estimation Using Dual-IMU Signals and Deep Learning: A Spectrogram-Based Framework Toward Feasible Wearable Deployment

IEEE ACCESS

IF3.6

2025-01-01

PREAI

Hung, Chia-Chieh; Yeh, Yang-Yun; Roger Jang, Jyh-Shing

A cross-language speech model for detection of Parkinson's disease

JOURNAL OF NEURAL TRANSMISSION

IF4

2024-12-30

OAAI

Lim, Wee Shin; Chiu, Shu-, I; Peng, Pei-Ling; Jang, Jyh-Shing Roger; Lee, Sol-Hee; Lin, Chin-Hsien; Kim, Han-Joon

WC-SBERT: Zero-Shot Topic Classification Using SBERT and Light Self-Training on Wikipedia Categories

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY

IF6.6

2024-10-26

PREAI

Chi, Te-yu; Jang, Jyh-shing roger

Contextual Biasing for End-to-End Chinese ASR

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Zhang, Kai; Zhang, Qiuxia; Wang, Chung-Che; Jang, Jyh-Shing Roger

Substantia nigra nigrosome-1 imaging correlates with the severity of motor symptoms in Parkinson's disease

JOURNAL OF THE NEUROLOGICAL SCIENCES

IF3.2

2023-08-01

PREAI

Chu, Yung-Tsai; Yu, Chin-Feng; Fan, Sung-Pin; Chen, Ta-Fu; Chiu, Ming-Jang; Jang, Jyh-Shing Roger; Chiu, Shu-, I; Lin, Chin-Hsien

Training a Singing Transcription Model Using Connectionist Temporal Classification Loss and Cross-Entropy Loss

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2023-01-01

PREAI

Wang, Jun-You; Jang, Jyh-Shing Roger

Machine Learning-Based Classification of Subjective Cognitive Decline, Mild Cognitive Impairment, and Alzheimer's Dementia Using Neuroimage and Plasma Biomarkers 使用神经影像和血浆生物标志物对主观认知下降，轻度认知障碍和阿尔茨海默氏痴呆进行基于机器学习的分类

ACS CHEMICAL NEUROSCIENCE

IF3.9

2022-11-15

PREAI

Chiu, Shu-, I; Fan, Ling-Yun; Lin, Chin-Hsien; Chen, Ta-Fu; Lim, Wee Shin; Jang, Jyh-Shing Roger; Chiu, Ming-Jang

An integrated biometric voice and facial features for early detection of Parkinson's disease

NPJ PARKINSONS DISEASE

IF8.2

2022-10-29

OAAI

Lim, Wee Shin; Chiu, Shu-, I; Wu, Meng-Ciao; Tsai, Shu-Fen; Wang, Pu-He; Lin, Kun-Pei; Chen, Yung-Ming; Peng, Pei-Ling; Chen, Yung-Yaw; Jang, Jyh-Shing Roger; Lin, Chin-Hsien

Optoelectronic online monitoring system for hemodialysis and its data analysis

SENSORS AND ACTUATORS B-CHEMICAL

IF7.7

2022-08-01

PREAI

Lin, Kuan-Yu; Liang, Cheng-Sheng; Hsu, Cheng-Che; Lin, Shuei-Liong; Chen, Yi-Ting; Huang, Fong-Shung; Wang, Shang-Lin; Jang, Jyh-Shing; Lu, Yen-Wen

Improved inpatient deterioration detection in general wards by using time-series vital signs

SCIENTIFIC REPORTS

IF3.9

2022-07-13

OAAI

Su, Chang-Fu; Chiu, Shu-, I; Jang, Jyh-Shing Roger; Lai, Feipei

Current-Visit and Next-Visit Prediction for Fatty Liver Disease With a Large-Scale Dataset: Model Development and Performance Comparison

JMIR MEDICAL INFORMATICS

IF3.8

2021-08-12

OAAI

Wu, Cheng-Tse; Chu, Ta-Wei; Jang, Jyh-Shing Roger

Fast Tensor Factorization for Large-Scale Context-Aware Recommendation from Implicit Feedback

IEEE TRANSACTIONS ON BIG DATA

IF5.7

2020-03-01

PREAI

Chou, Szu-Yu; Jang, Jyh-Shing Roger; Yang, Yi-Hsuan

Backpropagation With N-D Vector-Valued Neurons Using Arbitrary Bilinear Products

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2020-01-01

OAAI

Fan, Zhe-Cheng; Chan, Tak-Shing T.; Yang, Yi-Hsuan; Jang, Jyh-Shing Roger

A hierarchical linguistic information-based model of English prosody: L2 data analysis and implications for computer-assisted language learning

COMPUTER SPEECH AND LANGUAGE

IF3.4

2018-09-01

PREAI

Su, Chao-yu; Tseng, Chiu-yu; Jang, Jyh-Shing Roger; Visceglia, Tanya

An effective method for audio-to-score alignment using onsets and modified constant Q spectra

MULTIMEDIA TOOLS AND APPLICATIONS

IF3

2018-07-05

PREAI

Chen, Chunta; Jang, Jyh-Shing Roger

研究方向