230 citations
- National Yang Ming Chiao Tung UniversityTW6 papers
- National Taiwan UniversityTW4 papers
- Arcetri Astrophysical ObservatoryIT3 papers
- National Central UniversityTW3 papers
- Research Center for Information Technology Innovation, Academia SinicaTW3 papers
- University of CambridgeGB3 papers
- Case Western Reserve UniversityUS2 papers
- Dongguan University of TechnologyCN2 papers
- Durham UniversityGB2 papers
- Fo Guang UniversityTW2 papers
- Huazhong University of Science and TechnologyCN2 papers
- Institute of Astronomy and Astrophysics, Academia SinicaTW2 papers
43 papers
Energy-Efficient Fast Object Detection on Edge Devices for IoT Systems
Mas Nurul Achmadiah, Afaroj Ahamad, Chi-Chia Sun +1
This paper presents an Internet of Things (IoT) application that utilizes an AI classifier for fast-object detection using the frame difference method. This method, with its shorte…
CURENet: Combining Unified Representations for Efficient Chronic Disease Prediction
Cong-Tinh Dao, Nguyen Minh Thao Phan, Jun-En Ding +12
Electronic health records (EHRs) are designed to synthesize diverse data types, including unstructured clinical notes, structured lab tests, and time-series visit data. Physicians…
An Adaptive Clustering Scheme for Client Selections in Communication-Efficient Federated Learning
Yan-Ann Chen, Guan-Lin Chen
Federated learning is a novel decentralized learning architecture. During the training process, the client and server must continuously upload and receive model parameters, which c…
FedSAUC: A Similarity-Aware Update Control for Communication-Efficient Federated Learning in Edge Computing
Ming-Lun Lee, Han-Chang Chou, Yan-Ann Chen
Federated learning is a distributed machine learning framework to collaboratively train a global model without uploading privacy-sensitive data onto a centralized server. Usually,…
Personalized Programming Education: Using Machine Learning to Boost Learning Performance Based on Students' Personality Traits
Chun-Hsiung Tseng, Hao-Chiang Koong Lin, Andrew Chih-Wei Huang +1
Studies have indicated that personality is related to achievement, and several personality assessment models have been developed. However, most are either questionnaires or based o…
Do Students with Different Personality Traits Demonstrate Different Physiological Signals in Video-based Learning?
Chun-Hsiung Tseng, Hao-Chiang Koong Lin, Yung-Hui Chen +2
Past researches show that personality trait is a strong predictor for ones academic performance. Today, mature and verified marker systems for assessing personality traits already…