Jia-Wei Chang

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 26

Top Topics

Industrial Design

Document Summarization

Speech Emotion Recognition

Top Venues

J. Supercomput.

Comput. Sci. Inf. Syst.

Publications

Jia-Wei Chang, Nigel Lin, Qingguo Zhou, Yi-Zeng Hsieh, Mirjana Ivanovic
Guest editorial: Deep learning techniques in intelligent internet of things and 5G communication networks. Comput. Sci. Inf. Syst. 21 (2) (2024)
Jia-Wei Chang, Ming-Hung Chen, Hao-Shang Ma, Hao-Lan Liu
Human movement science-informed multi-task spatio temporal graph convolutional networks for fitness action recognition and evaluation. Appl. Soft Comput. 164 (2024)
Jia-Wei Chang, Jason C. Hung, Ting-Hong Chu
Exploring the distributed learning on federated learning and cluster computing via convolutional neural networks. Neural Comput. Appl. 36 (5) (2024)
Ming-Che Lee, Sheng-Cheng Yeh, Jia-Wei Chang, Zhen-Yi Chen
Research on Chinese Speech Emotion Recognition Based on Deep Neural Network and Acoustic Features. Sensors 22 (13) (2022)
Ming-Che Lee, Jia-Wei Chang, Sheng-Cheng Yeh, Tsorng-Lin Chia, Jie-Shan Liao, Xu-Ming Chen
Applying attention-based BiLSTM and technical indicators in the design and performance analysis of stock trading strategies. Neural Comput. Appl. 34 (16) (2022)
Jia-Wei Chang
Enabling progressive system integration for AIoT and speech-based HCI through semantic-aware computing. J. Supercomput. 78 (3) (2022)
Jia-Wei Chang, Neil Yuwen Yen, Jason C. Hung
Design of a NLP-empowered finance fraud awareness model: the anti-fraud chatbot for fraud detection and fraud classification as an instance. J. Ambient Intell. Humaniz. Comput. 13 (10) (2022)
Jia-Wei Chang, Zhong-Yun Hu
A Study on Using Different Audio Lengths in Transfer Learning for Improving Chainsaw Sound Recognition. ROCLING (2022)
Ming-Che Lee, Jia-Wei Chang, Jason C. Hung, Bae-Ling Chen
Exploring the effectiveness of deep neural networks with technical analysis applied to stock market prediction. Comput. Sci. Inf. Syst. 18 (2) (2021)
Jia-Yi Liao, Ya-Hsuan Lin, Kuan-Cheng Lin, Jia-Wei Chang
A Study on Using Transfer Learning to Improve BERT Model for Emotional Classification of Chinese Lyrics. ROCLING (2021)
Jia-Wei Chang, Ching-Yi Chiou, Jia-Yi Liao, Ying-Kai Hung, Chien-Che Huang, Kuan-Cheng Lin, Ying-Hung Pu
Music recommender using deep embedding-based features and behavior-based reinforcement learning. Multim. Tools Appl. 80 (26) (2021)
Jason C. Hung, Jia-Wei Chang
Multi-level transfer learning for improving the performance of deep neural networks: Theory and practice from the tasks of facial emotion recognition and named entity recognition. Appl. Soft Comput. 109 (2021)
Jia-Wei Chang, Jason C. Hung, Kuan-Cheng Lin
Singability-enhanced lyric generator with music style transfer. Comput. Commun. 168 (2021)
Po-Sheng Chiu, Jia-Wei Chang, Ming-Che Lee, Ching-Hui Chen, Da-Sheng Lee
Enabling Intelligent Environment by the Design of Emotionally Aware Virtual Assistant: A Case of Smart Campus. IEEE Access 8 (2020)
Ming-Che Lee, Jie-Shan Liao, Sheng-Cheng Yeh, Jia-Wei Chang
Forecasting the Short-term Price Trend of Taiwan Stocks with Deep Neural Network. IC4E (2020)
Ming-Che Lee, Jia-Wei Chang, Tzone-I Wang, Zi Feng Huang
Using Variation Theory as a Guiding Principle in an OOP Assisted Syntax Correction Learning System. iJET 15 (14) (2020)
Abdul Shahid, Muhammad Tanvir Afzal, Moloud Abdar, Mohammad Ehsan Basiri, Xujuan Zhou, Neil Y. Yen, Jia-Wei Chang
Insights into relevant knowledge extraction techniques: a comprehensive review. J. Supercomput. 76 (3) (2020)
Neil Y. Yen, Jia-Wei Chang, Jia-Yi Liao, You-Ming Yong
Analysis of interpolation algorithms for the missing values in IoT time series: a case of air quality in Taiwan. J. Supercomput. 76 (8) (2020)
Hsiu-Yi Wang, Jia-Wei Chang, Jen-Wei Huang
User Intention-Based Document Summarization on Heterogeneous Sentence Networks. DASFAA (2) (2019)
Jen-Wei Huang, Chia-Wen Chiang, Jia-Wei Chang
Email security level classification of imbalanced data using artificial neural network: The real case in a world-leading enterprise. Eng. Appl. Artif. Intell. 75 (2018)
Ping-Wei Soh, Jia-Wei Chang, Jen-Wei Huang
Adaptive Deep Learning-Based Air Quality Prediction Model Using the Most Relevant Spatial-Temporal Relations. IEEE Access 6 (2018)
Ming-Che Lee, Sheng Yu Chiu, Jia-Wei Chang
A Deep Convolutional Neural Network based Chinese Menu Recognition App. Inf. Process. Lett. 128 (2017)
Ming-Che Lee, Sheng Cheng Yeh, Sheng Yu Chiu, Jia-Wei Chang
A Deep Convolutional Neural Network Based Virtual Elderly Companion Agent. MMSys (2017)
Chih-Chao Hsu, Tzone-I Wang, Ke-Jie Lin, Jia-Wei Chang
The Effects of Fusing 635 Brainstorming and C-Sketch Methods on the Creativity of Industrial Design. ICALT (2017)
Jia-Wei Chang, Ming-Che Lee, Tzone I. Wang
Integrating a semantic-based retrieval agent into case-based reasoning systems: A case study of an online bookstore. Comput. Ind. 78 (2016)
Jia-Wei Chang, Tzone-I Wang, Ming-Che Lee, Chien-Yuan Su, Po-Chin Chang
Impact of Using Creative Thinking Skills and Open Data on Programming Design in a Computer-Supported Collaborative Learning Environment. ICALT (2016)
Chien-Yuan Su, Jia-Wei Chang, Ti Kai Chiu, Tung-Cheng Hsieh
A Cluster-based Personalized Item Recommended Approach on the Educational Assessment System. iJET 10 (5) (2015)
Hung-Yan Gu, Jia-Wei Chang
A voice conversion method mapping segmented frames with linear multivariate regression. ICMLC (2013)
Hung-Yan Gu, Jia-Wei Chang
Improving of Segmental LMR-Mapping Based Voice Conversion Method. Int. J. Comput. Linguistics Chin. Lang. Process. 18 (4) (2013)
Hung-Yan Gu, Jia-Wei Chang
基於音段式LMR 對映之語音轉換方法的改進 (Improving of Segmental LMR-Mapping Based Voice Conversion Methods) [In Chinese]. ROCLING (2013)
Hung-Yan Gu, Jia-Wei Chang, Zan-Wei Wang
以線性多變量迴歸來對映分段後音框之語音轉換方法 (A Voice Conversion Method Mapping Segmented Frames with Linear Multivariate Regression) [In Chinese]. ROCLING (2012)
Chuan-Yu Chang, ChunHsi Li, Jia-Wei Chang, MuDer Jeng
An unsupervised neural network approach for automatic semiconductor wafer defect inspection. Expert Syst. Appl. 36 (1) (2009)
Chuan-Yu Chang, Jia-Wei Chang, MuDer Jeng
An Unsupervised Self-Organizing Neural Network for Automatic Semiconductor Wafer Defect Inspection. ICRA (2005)
Chuan-Yu Chang, Jia-Wei Chang, MuDer Jeng
Using a self-organizing neural network for wafer defect inspection. SMC (5) (2004)