Department of Computer Science and Information Engineering

2021

Use learnable knowledge graph in dialogue system for visually impaired macro navigation

Chen, C. H., Shiu, M. F. & Chen, S. H., 1 Jul 2021, In: Applied Sciences (Switzerland). 11, 13, 6057.

Research output: Contribution to journal › Article › peer-review

Open Access

2 Scopus citations

2020

A CNN-based face detector with a simple feature map and a coarse-to-fine classifier - Withdrawn

Chen, Y. N., Han, C. C., Wang, C. T., Jeng, B. S. & Fan, K. C., 2020, (Accepted/In press) In: IEEE Transactions on Pattern Analysis and Machine Intelligence.

Research output: Contribution to journal › Article › peer-review

2 Scopus citations

A deep-learning algorithm (ECG12Net) for detecting hypokalemia and hyperkalemia by electrocardiography: Algorithm development

Lin, C. S., Lin, C., Fang, W. H., Hsu, C. J., Chen, S. J., Huang, K. H., Lin, W. S., Tsai, C. S., Kuo, C. C., Chau, T., Yang, S. J. H. & Lin, S. H., Mar 2020, In: JMIR Medical Informatics. 8, 3, e15931.

Research output: Contribution to journal › Article › peer-review

Open Access

63 Scopus citations

Advantages and constraints of a hybrid model K-12 E-Learning assistant chatbot

Wu, E. H. K., Lin, C. H., Ou, Y. Y., Liu, C. Z., Wang, W. K. & Chao, C. Y., 16 Apr 2020, In: IEEE Access. 8, p. 77788-77801 14 p., 9069183.

Research output: Contribution to journal › Article › peer-review

Open Access

122 Scopus citations

An automated learning content classification model for open education repositories: Case of MERLOT II

Gunarathne, W. K. T. M., Shih, T. K., Chootong, C., Sommool, W. & Ochirbat, A., 2020, In: Journal of Internet Technology. 21, 5, p. 1277-1288 12 p.

Research output: Contribution to journal › Article › peer-review

An eye-tracking system based on inner corner-pupil center vector and deep neural network

Su, M. C., Tat-Meng, U., Hsieh, Y. Z., Yeh, Z. F., Lee, S. F. & Lin, S. S., 1 Jan 2020, In: Sensors (Switzerland). 20, 1, 25.

Research output: Contribution to journal › Article › peer-review

Open Access

9 Scopus citations

An Interpretable Visual Attention Plug-in for Convolutions

Lin, C. Y., Wu, C. L., Ng, H. F. & Shih, T. K., 2020, In: IEEE Access. 8, p. 136992-137003 12 p., 9146869.

Research output: Contribution to journal › Article › peer-review

Open Access

2 Scopus citations

A novel genetic service function deployment management platform for edge computing

Li, D. C., Chen, B. H., Tseng, C. W. & Chou, L. D., 2020, In: Mobile Information Systems. 2020, 8830294.

Research output: Contribution to journal › Article › peer-review

Open Access

11 Scopus citations

A novel mechanism for anomaly removal of firewall filtering rules

Chao, C. S. & Yang, S. J. H., 2020, In: Journal of Internet Technology. 21, 4, p. 949-957 9 p.

Research output: Contribution to journal › Article › peer-review

7 Scopus citations

A Partial Page Cache Strategy for NVRAM-Based Storage Devices

Chen, S. H., Chen, T. Y., Chang, Y. H., Wei, H. W. & Shih, W. K., Feb 2020, In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 39, 2, p. 373-386 14 p., 8576565.

Research output: Contribution to journal › Article › peer-review

3 Scopus citations

A passive user-side solution for evil twin access point detection at public hotspots

Hsu, F. H., Wang, C. S., Ou, C. W. & Hsu, Y. L., 25 Sep 2020, In: International Journal of Communication Systems. 33, 14, e4460.

Research output: Contribution to journal › Article › peer-review

4 Scopus citations

A Self-Relevant CNN-SVM Model for Problem Classification in K-12 Question-Driven Learning

Wu, E. H. K., Chen, S. E., Liu, J. J., Ou, Y. Y. & Sun, M. T., 2020, In: IEEE Access. 8, p. 225822-225830 9 p., 9265190.

Research output: Contribution to journal › Article › peer-review

Open Access

5 Scopus citations

A Smart Dental Health-IoT Platform Based on Intelligent Hardware, Deep Learning, and Mobile Terminal

Liu, L., Xu, J., Huan, Y., Zou, Z., Yeh, S. C. & Zheng, L. R., Mar 2020, In: IEEE Journal of Biomedical and Health Informatics. 24, 3, p. 898-906 9 p., 8733209.

Research output: Contribution to journal › Article › peer-review

111 Scopus citations

Association of fenofibrate and diabetic retinopathy in type 2 diabetic patients: A population-based retrospective cohort study in taiwan

Lin, Y. C., Chen, Y. C., Horng, J. T. & Chen, J. M., Aug 2020, In: Medicina (Lithuania). 56, 8, p. 1-10 10 p., 385.

Research output: Contribution to journal › Article › peer-review

Open Access

3 Scopus citations

A sustainable approach: Increasing students' information-technology competences and job-seeking capabilities through course redesign using FIT framework and active learning pedagogy

Pan, T. M. & Fan, K. C., 1 May 2020, In: Sustainability (Switzerland). 12, 10, 4094.

Research output: Contribution to journal › Article › peer-review

Open Access

3 Scopus citations

A Virtual-Reality System Integrated with Neuro-Behavior Sensing for Attention-Deficit/Hyperactivity Disorder Intelligent Assessment

Yeh, S. C., Lin, S. Y., Wu, E. H. K., Zhang, K. F., Xiu, X., Rizzo, A. & Chung, C. R., Sep 2020, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 28, 9, p. 1899-1907 9 p., 9123917.

Research output: Contribution to journal › Article › peer-review

28 Scopus citations

Behavior Anomaly Detection in SDN Control Plane: A Case Study of Topology Discovery Attacks

Chou, L. D., Liu, C. C., Lai, M. S., Chiu, K. C., Tu, H. H., Su, S., Lai, C. L., Yen, C. K. & Tsai, W. H., 2020, In: Wireless Communications and Mobile Computing. 2020, 8898949.

Research output: Contribution to journal › Article › peer-review

Open Access

9 Scopus citations

Biomedical named entity recognition and linking datasets: Survey and our recent development

Huang, M. S., Lai, P. T., Lin, P. Y., You, Y. T., Tsai, R. T. H. & Hsu, W. L., 1 Nov 2020, In: Briefings in bioinformatics. 21, 6, p. 2219-2238 20 p.

Research output: Contribution to journal › Article › peer-review

29 Scopus citations

B∗-Sort: Enabling Write-Once Sorting for Nonvolatile Memory

Liang, Y. P., Chen, T. Y., Chang, Y. H., Chen, S. H., Wei, H. W. & Shih, W. K., Dec 2020, In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 39, 12, p. 4549-4562 14 p., 9031698.

Research output: Contribution to journal › Article › peer-review

8 Scopus citations

CANavi: Synthesizing Cartoon-Like Animation for Street Navigation Based on Google Maps

Chen, L. H., Hung, H. M., Sun, C. Y., Wu, E. H. K. & Takama, Y., 20 Mar 2020, In: IEEE Intelligent Transportation Systems Magazine. 13, 4, p. 227-238 12 p.

Research output: Contribution to journal › Article › peer-review

2 Scopus citations

CAPC: Packet-Based Network Service Classifier with Convolutional Autoencoder

Chiu, K. C., Liu, C. C. & Chou, L. D., 2020, In: IEEE Access. 8, p. 218081-218094 14 p., 9274356.

Research output: Contribution to journal › Article › peer-review

Open Access

12 Scopus citations

Characterization and identification of antimicrobial peptides with different functional activities

Chung, C. R., Kuo, T. R., Wu, L. C., Lee, T. Y. & Horng, J. T., 21 May 2020, In: Briefings in bioinformatics. 21, 3, p. 1098-1114 17 p.

Research output: Contribution to journal › Article › peer-review

109 Scopus citations

Characterization and identification of natural antimicrobial peptides on different organisms

Chung, C. R., Jhong, J. H., Wang, Z., Chen, S., Wan, Y., Horng, J. T. & Lee, T. Y., Feb 2020, In: International Journal of Molecular Sciences. 21, 3, 986.

Research output: Contribution to journal › Article › peer-review

Open Access

56 Scopus citations

Classification of body constitution based on TCM philosophy and deep learning

Li, Y. H., Aslam, M. S., Yang, K. L., Kao, C. A. & Teng, S. Y., 1 May 2020, In: Symmetry. 12, 5, 803.

Research output: Contribution to journal › Article › peer-review

Open Access

9 Scopus citations

Combining corporate governance indicators with stacking ensembles for financial distress prediction

Liang, D., Tsai, C. F., Lu, H. Y. & Chang, L. S., Nov 2020, In: Journal of Business Research. 120, p. 137-146 10 p.

Research output: Contribution to journal › Article › peer-review

84 Scopus citations

Communication and Computing Cost Optimization of Meshed Hierarchical NFV Datacenters

Kar, B., Wu, E. H. K. & Lin, Y. D., 18 May 2020, In: IEEE Access. 8, p. 94795-94809 15 p., 9095306.

Research output: Contribution to journal › Article › peer-review

Open Access

3 Scopus citations

Comparative study of user experience on mobile pedestrian navigation between digital map interface and location-based augmented reality

Brata, K. C. & Liang, D., 2020, In: International Journal of Electrical and Computer Engineering. 10, 2, p. 2037-2044 8 p.

Research output: Contribution to journal › Article › peer-review

Open Access

18 Scopus citations

DCADE: divide and conquer alignment with dynamic encoding for full page data extraction

Yuliana, O. Y. & Chang, C. H., 1 Feb 2020, In: Applied Intelligence. 50, 2, p. 271-295 25 p.

Research output: Contribution to journal › Article › peer-review

5 Scopus citations

Deep learning approaches for dynamic object understanding and defect detection

Chang, Y. T., Gunarathne, W. K. T. M. & Shih, T. K., 2020, In: Journal of Internet Technology. 21, 3, p. 783-790 8 p.

Research output: Contribution to journal › Article › peer-review

6 Scopus citations

Design of mirror therapy system base on multi-channel surface-electromyography signal pattern recognition and mobile augmented reality

Liu, L., Cui, J., Niu, J., Duan, N., Yu, X., Li, Q., Yeh, S. C. & Zheng, L. R., Dec 2020, In: Electronics (Switzerland). 9, 12, p. 1-16 16 p., 2142.

Research output: Contribution to journal › Article › peer-review

Open Access

6 Scopus citations

Effectiveness evaluation of iris segmentation by using geodesic active contour (GAC)

Chang, Y. T., Shih, T. K., Li, Y. H. & Kumara, W. G. C. W., 1 Mar 2020, In: Journal of Supercomputing. 76, 3, p. 1628-1641 14 p.

Research output: Contribution to journal › Article › peer-review

13 Scopus citations

Effects of a peer tutor recommender system (PTRS) with machine learning and automated assessment on vocational high school students' computer application operating skills

Ma, Z. H., Hwang, W. Y. & Shih, T. K., 1 Sep 2020, In: Journal of Computers in Education. 7, 3, p. 435-462 28 p.

Research output: Contribution to journal › Article › peer-review

16 Scopus citations

Efficient QR Code Secret Embedding Mechanism Based on Hamming Code

Huang, P. C., Chang, C. C., Li, Y. H. & Liu, Y., 2020, In: IEEE Access. 8, p. 86706-86714 9 p., 9086627.

Research output: Contribution to journal › Article › peer-review

Open Access

21 Scopus citations

Embedded draw-down constraint using ensemble learning for stock trading

Wu, M. E., Lin, S. H. & Wang, J. C., 2020, In: Journal of Intelligent and Fuzzy Systems. 38, 5, p. 5651-5659 9 p.

Research output: Contribution to journal › Article › peer-review

3 Scopus citations

Enhanced appearance-based finger detection and tracking using finite state machine control

Hakim, N. L., Shih, T. K. & Hui, L., 2020, In: Journal of Internet Technology. 21, 4, p. 1087-1096 10 p.

Research output: Contribution to journal › Article › peer-review

Examining the Effects of HMDs/FSDs and Gender Differences on Cognitive Processing Ability and User Experience of the Stroop Task-Embedded Virtual Reality Driving System (STEVRDS)

Chang, C. W., Li, M., Yeh, S. C., Chen, Y. & Rizzo, A., 2020, In: IEEE Access. 8, p. 69566-69578 13 p., 8959194.

Research output: Contribution to journal › Article › peer-review

Open Access

9 Scopus citations

Exploring the effects of ubiquitous geometry learning in real situations

Hwang, W. Y., Zhao, L., Shadiev, R., Lin, L. K., Shih, T. K. & Chen, H. R., 1 Jun 2020, In: Educational Technology Research and Development. 68, 3, p. 1121-1147 27 p.

Research output: Contribution to journal › Article › peer-review

10 Scopus citations

Fingerprint quality assessment based on texture and geometric features

Chen, C. H., An, C. S. & Chen, C. Y., Aug 2020, In: Journal of Imaging Science and Technology. 64, 4, 040403.

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

Freeway Travel Time Prediction Using Deep Hybrid Model-Taking Sun Yat-Sen Freeway as an Example

Ting, P. Y., Wada, T., Chiu, Y. L., Sun, M. T., Sakai, K., Ku, W. S., Jeng, A. A. K. & Hwu, J. S., Aug 2020, In: IEEE Transactions on Vehicular Technology. 69, 8, p. 8257-8266 10 p., 9106857.

Research output: Contribution to journal › Article › peer-review

32 Scopus citations

Fuzzy-Based 3-D Stream Traffic Lightweighting over Mobile P2P Network

Zhang, C., Cho, H. H., Chen, C. Y., Shih, T. K. & Chao, H. C., Jun 2020, In: IEEE Systems Journal. 14, 2, p. 1840-1851 12 p., 8931784.

Research output: Contribution to journal › Article › peer-review

7 Scopus citations

Generalized deep neural network model for cuffless blood pressure estimation with photoplethysmogram signal only

Hsu, Y. C., Li, Y. H., Chang, C. C. & Harfiya, L. N., 1 Oct 2020, In: Sensors (Switzerland). 20, 19, p. 1-18 18 p., 5668.

Research output: Contribution to journal › Article › peer-review

Open Access

64 Scopus citations

Global-and-local context network for semantic segmentation of street view images

Lin, C. Y., Chiu, Y. C., Ng, H. F., Shih, T. K. & Lin, K. H., 2 May 2020, In: Sensors (Switzerland). 20, 10, 2907.

Research output: Contribution to journal › Article › peer-review

Open Access

20 Scopus citations

IDC theory: interest and the interest loop

Wong, L. H., Chan, T. W., Chen, W., Looi, C. K., Chen, Z. H., Liao, C. C. Y., King, R. B. & Wong, S. L., 1 Dec 2020, In: Research and Practice in Technology Enhanced Learning. 15, 1, 3.

Research output: Contribution to journal › Article › peer-review

Open Access

34 Scopus citations

IDC theory: habit and the habit loop

Chen, W., Chan, T. W., Wong, L. H., Looi, C. K., Liao, C. C. Y., Cheng, H. N. H., Wong, S. L., Mason, J., So, H. J., Murthy, S., Gu, X. & Pi, Z., 1 Dec 2020, In: Research and Practice in Technology Enhanced Learning. 15, 1, 10.

Research output: Contribution to journal › Article › peer-review

Open Access

31 Scopus citations

Image Classification Using Synchronized Rotation Local Ternary Pattern

Shih, H. C., Cheng, H. Y. & Fu, J. C., 1 Feb 2020, In: IEEE Sensors Journal. 20, 3, p. 1656-1663 8 p., 8876606.

Research output: Contribution to journal › Article › peer-review

9 Scopus citations

Improving multi-tumor biomarker health check-up tests with machine learning algorithms

Wang, H. Y., Chen, C. H., Shi, S., Chung, C. R., Wen, Y. H., Wu, M. H., Lebowitz, M. S., Zhou, J. & Lu, J. J., Jun 2020, In: Cancers. 12, 6, 1442.

Research output: Contribution to journal › Article › peer-review

Open Access

21 Scopus citations

Incorporating hybrid models into lysine malonylation sites prediction on mammalian and plant proteins

Chung, C. R., Chang, Y. P., Hsu, Y. L., Chen, S., Wu, L. C., Horng, J. T. & Lee, T. Y., 1 Dec 2020, In: Scientific Reports. 10, 1, 10541.

Research output: Contribution to journal › Article › peer-review

Open Access

14 Scopus citations

Interest-driven video creation for learning mathematics

Huang, M. C. L., Chou, C. Y., Wu, Y. T., Shih, J. L., Yeh, C. Y. C., Lao, A. C. C., Fong, H., Lin, Y. F. & Chan, T. W., 1 Sep 2020, In: Journal of Computers in Education. 7, 3, p. 395-433 39 p.

Research output: Contribution to journal › Article › peer-review

Open Access

30 Scopus citations

Link-Aware Virtual Machine Placement for Cloud Services based on Service-Oriented Architecture

Tseng, F. H., Jheng, Y. M., Chou, L. D., Chao, H. C. & Leung, V. C. M., 1 Oct 2020, In: IEEE Transactions on Cloud Computing. 8, 4, p. 989-1002 14 p., 7839234.

Research output: Contribution to journal › Article › peer-review

18 Scopus citations

Low-resource automatic cartoon image creation from limited samples

Cheng, H. Y. & Yu, C. C., Aug 2020, In: Journal of Visual Communication and Image Representation. 71, 102863.

Research output: Contribution to journal › Article › peer-review

Department of Computer Science and Information Engineering

Research output

Search results