Department of Computer Science

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  • 2023

    Opportunities and challenges of explainable artificial intelligence in medicine: toward causability for physicians, developers, and patients

    Yen, A. Z., Wu, C. K. & Chen, H. H., 1 Jan 2023, Artificial Intelligence, Machine Learning, and Deep Learning in Precision Medicine in Liver Diseases: Concept, Technology, Application and Perspectives. Elsevier, p. 281-307 27 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • 2021

    Machine learning based risk prediction models for oral squamous cell carcinoma using salivary biomarkers

    Wang, Y. C., Hsueh, P. C., Wu, C. C. & Tseng, Y. J., 1 Jul 2021, Public Health and Informatics: Proceedings of MIE 2021. IOS Press, p. 498-499 2 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    Open Access
    4 Scopus citations
  • 2019

    Deep Semantic Matching with Foreground Detection and Cycle-Consistency

    Chen, Y. C., Huang, P. H., Yu, L. Y., Huang, J. B., Yang, M. H. & Lin, Y. Y., 2019, Lecture Notes in Computer Science. Springer Verlag, p. 347-362 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11363 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    11 Scopus citations

  • Exploring the Next Generation of the Internet of Things in the 5G Era

    Lin, B.-S., Lin, Y.-B., Tung, L. P. & Lin, F. J., 29 May 2019, 5G-Enabled Internet of Things. CRC Press, p. 67 85 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Unseen Object Segmentation in Videos via Transferable Representations

    Chen, Y. W., Tsai, Y. H., Yang, C. Y., Lin, Y. Y. & Yang, M. H., 2019, Lecture Notes in Computer Science. Springer Verlag, p. 615-631 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11364 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    1 Scopus citations
  • 2018

    Co-attention CNNs for unsupervised object co-segmentation

    Hsu, K. J., Lin, Y. Y. & Chuang, Y. Y., Jul 2018, IJCAI'18: Proceedings of the 27th International Joint Conference on Artificial Intelligence. International Joint Conferences on Artificial Intelligence, p. 748-756 9 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2018-July).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    66 Scopus citations

  • Deep dictionary learning for fine-grained image classification

    Srinivas, M., Lin, Y. Y. & Liao, H. Y. M., 20 Feb 2018, 2017 IEEE International Conference on Image Processing (ICIP). IEEE Computer Society, p. 835-839 5 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 2017-September).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    14 Scopus citations

  • Learning adaptive hidden layers for mobile gesture recognition

    Hu, T. K., Lin, Y. Y. & Hsiu, P. C., Apr 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 6934-6942 9 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    14 Scopus citations

  • SSR-NET: A compact soft stagewise regression network for age estimation

    Yang, T. Y., Huang, Y.-H., Lin, Y. Y., Hsiu, P. C. & Chuang, Y. Y., Jul 2018, Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence (IJCAI-18). International Joint Conferences on Artificial Intelligence, p. 1078-1084 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2018-July).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    112 Scopus citations

  • Unsupervised CNN-Based Co-saliency Detection with Graphical Optimization

    Hsu, K. J., Tsai, C. C., Lin, Y. Y., Qian, X. & Chuang, Y. Y., 2018, Lecture Notes in Computer Science. Springer Verlag, Vol. 11209. p. 502-518 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11209 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    11 Scopus citations
  • 2017

    DeepCD: Learning Deep Complementary Descriptors for Patch Representations

    Yang, T. Y., Hsu, J. H., Lin, Y. Y. & Chuang, Y. Y., 22 Dec 2017, 2017 IEEE International Conference on Computer Vision (ICCV). Institute of Electrical and Electronics Engineers Inc., p. 3334-3342 9 p. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2017-October).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    33 Scopus citations

  • Deep co-occurrence feature learning for visual object recognition

    Shih, Y. F., Yeh, Y. M., Lin, Y. Y., Weng, M. F., Lu, Y. C. & Chuang, Y. Y., 6 Nov 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Institute of Electrical and Electronics Engineers Inc., p. 7302-7311 10 p. (Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017; vol. 2017-January).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    37 Scopus citations

  • Image co-saliency detection via locally adaptive saliency map fusion

    Tsai, C. C., Qian, X. & Lin, Y. Y., 16 Jun 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Institute of Electrical and Electronics Engineers Inc., p. 1897-1901 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    11 Scopus citations

  • Learning and inferring human actions with temporal pyramid features based on conditional random fields

    Lin, S. Y., Lin, Y. Y., Chen, C. S. & Hung, Y. P., 16 Jun 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Institute of Electrical and Electronics Engineers Inc., p. 2617-2621 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    5 Scopus citations

  • Learning deep and sparse feature representation for fine-grained object recognition

    Srinivas, M., Lin, Y. Y. & Liao, H. Y. M., 28 Aug 2017, 2017 IEEE International Conference on Multimedia and Expo (ICME). IEEE Computer Society, p. 1458-1463 6 p. (Proceedings - IEEE International Conference on Multimedia and Expo).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    13 Scopus citations

  • Segmentation guided local proposal fusion for co-saliency detection

    Tsai, C. C., Qian, X. & Lin, Y. Y., 28 Aug 2017, 2017 IEEE International Conference on Multimedia and Expo (ICME). IEEE Computer Society, p. 523-528 6 p. (Proceedings - IEEE International Conference on Multimedia and Expo).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    12 Scopus citations
  • 2014

    Development of a framework for the desktop grid federation of game tree search applications

    Wu, I.-C. & Chen, L. P., 1 Jan 2014, Cloud Computing and Digital Media: Fundamentals, Techniques, and Applications. CRC Press, p. 235-253 19 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Spatial index schemes for cloud environments

    Peng, W.-C., Wei, L. Y., Hsu, Y. T., Pana, Y. C. & Leeb, W. C., 1 Jan 2014, Geographical Information Systems: Trends and Technologies. CRC Press, p. 50-72 23 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Task Deployment in Three Types of Game Spatial Structures

    Sun, C.-T. & Hsu, S. Y., 7 Apr 2014, Handbook of Digital Games. Wiley-IEEE Press, p. 593-606 14 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • 2013

    A hybrid prediction algorithm for traffic speed prediction

    Huang, B. W., Wang, K. W., Wei, L. Y. & Peng, W.-C., 28 Jun 2013, Advances in Intelligent Systems and Applications -Volume 1 Proceedings of the International Computer Symposium ICS 2012 Held at Hualien,Taiwan. Lakhmi, J., Ruay-Shiung, C. & Sheng-Lung, P. (eds.). p. 281-296 16 p. (Smart Innovation, Systems and Technologies; vol. 20).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • A system of publishing and managing contents in multiple web2.0 websites

    Huang, J. K., Yuan, S.-M., Chen, H. Y. & Chang, Y., 2013, Advances in Intelligent Systems and Applications -Volume 1 Proceedings of the International Computer Symposium ICS 2012 Held at Hualien,Taiwan. Lakhmi, J., Ruay-Shiung, C. & Sheng-Lung, P. (eds.). p. 429-438 10 p. (Smart Innovation, Systems and Technologies; vol. 20).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • A Taxonomy of Data Communication Protocols for Vehicular Ad Hoc Networks

    Daraghmi, Y. A., Stojmenovic, I. & İk, T.-U., 4 Mar 2013, Mobile Ad Hoc Networking: Cutting Edge Directions: Second Edition. John Wiley and Sons, p. 515-544 30 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    12 Scopus citations

  • A Translation Framework for Automatic Translation of Annotated LLVM IR into OpenCL Kernel Function

    Chang, C. T., Chen, Y. S., Wu, I. W. & Shann, J.-J., 2013, Advances in Intelligent Systems and Applications - Volume 2: Proceedings of the International Computer. Ruay-Shiung, C., Sheng-Lung, P. & Chia-Chen, L. (eds.). p. 627-636 10 p. (Smart Innovation, Systems and Technologies; vol. 21).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    4 Scopus citations

  • Construction of a Machine Guide Dog Using a Two-Mirror Omni-camera and an Autonomous Vehicle

    Huang, C. W. & Tsai, W.-H., 28 Jun 2013, Advances in Intelligent Systems and Applications - Volume 2: Proceedings of the International Computer. Ruay-Shiung, C., Sheng-Lung, P. & Chia-Chen, L. (eds.). p. 205-219 15 p. (Smart Innovation, Systems and Technologies; vol. 21).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Efficient wear leveling in NAND flash memory

    Chang, Y. H. & Chang, L.-P., 1 Jan 2013, Springer Series in Advanced Microelectronics. Springer Verlag, p. 233-257 25 p. (Springer Series in Advanced Microelectronics; vol. 37).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    5 Scopus citations

  • Efficient Wear Leveling in NAND Flash Memory

    Chang, Y. H. & Chang, L.-P., 24 Sep 2013, Springer Series in Advanced Microelectronics. Springer Verlag, p. 233-257 25 p. (Springer Series in Advanced Microelectronics; vol. 37).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Performance Evaluation on Permission-Based Detection for Android Malware

    Huang, C.-Y., Tsai, Y. T. & Hsu, C. H., 2013, Advances in Intelligent Systems and Applications - Volume 2: Proceedings of the International Computer. Ruay-Shiung, C., Sheng-Lung, P. & Chia-Chen, L. (eds.). p. 111-120 10 p. (Smart Innovation, Systems and Technologies; vol. 21).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    71 Scopus citations

  • Protection of Privacy-Sensitive Contents in Surveillance Videos Using WebM Video Features

    Tseng, H. H. & Tsai, W.-H., 28 Jun 2013, Advances in Intelligent Systems and Applications - Volume 2: Proceedings of the International Computer. Ruay-Shiung, C., Sheng-Lung, P. & Chia-Chen, L. (eds.). p. 221-233 13 p. (Smart Innovation, Systems and Technologies; vol. 21).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Software Framework for Generic Game Development in CGDG

    Liu, H. Y., Wu, I.-C., Liao, T. F., Kang, H. H. & Chen, L. P., 28 Jun 2013, Advances in Intelligent Systems and Applications -Volume 1 Proceedings of the International Computer Symposium ICS 2012 Held at Hualien,Taiwan. Lakhmi, J., Ruay-Shiung, C. & Sheng-Lung, P. (eds.). p. 219-229 11 p. (Smart Innovation, Systems and Technologies; vol. 20).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Spatial query processing on distributed databases

    Bai, J. W., Wang, J. Z. & Huang, J.-L., 28 Jun 2013, Advances in Intelligent Systems and Applications -Volume 1 Proceedings of the International Computer Symposium ICS 2012 Held at Hualien,Taiwan. Lakhmi, J., Ruay-Shiung, C. & Sheng-Lung, P. (eds.). p. 251-260 10 p. (Smart Innovation, Systems and Technologies; vol. 20).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    1 Scopus citations

  • The art of the chinese dark chess program DIABLE

    Yen, S. J., Chou, C. W., Chen, J. C., Wu, I.-C. & Kao, K. Y., 2013, Advances in Intelligent Systems and Applications -Volume 1 Proceedings of the International Computer Symposium ICS 2012 Held at Hualien,Taiwan. Lakhmi, J., Ruay-Shiung, C. & Sheng-Lung, P. (eds.). p. 231-242 12 p. (Smart Innovation, Systems and Technologies; vol. 20).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    8 Scopus citations

  • The Creation of V-fold Animal Pop-Up Cards from 3D Models Using a Directed Acyclic Graph

    Way, D. L., Hu, Y. N. & Shih, Z.-C., 2013, Advances in Intelligent Systems and Applications - Volume 2: Proceedings of the International Computer. Ruay-Shiung, C., Sheng-Lung, P. & Chia-Chen, L. (eds.). p. 465-475 11 p. (Smart Innovation, Systems and Technologies; vol. 21).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    1 Scopus citations

  • Thrift players in a twisted game world? A study of private online game servers

    Lin, H. & Sun, C. T., 1 Jan 2013, Online Gaming in Context: The social and cultural significance of online games. Taylor and Francis, p. 60-72 13 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • 2012

    An efficient mobile-agent-based platform for dynamic service provisioning in 3G/UMTS

    Ko, Y. L., Wang, K.-C. & Shih, H. C., 1 Dec 2012, Agent-Based Computing. Nova Science Publishers, Inc., p. 225-246 22 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Clustering clues of trajectories for discovering frequent movement behaviors

    Hung, C. C., Wei, L. Y. & Peng, W.-C., 1 Jan 2012, Behavior Computing: Modeling, Analysis, Mining and Decision. Springer-Verlag London Ltd, p. 179-196 18 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    3 Scopus citations

  • Data recovery schemes in mobile broadcasting services

    Yang, W. H., Wang, Y. C. & Tseng, Y.-C., 1 Jun 2012, Pervasive Computing. Nova Science Publishers, Inc., p. 87-106 20 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Protocols and applications of cross-layer in mobility management

    Chen, Y. S. & Lin, Y.-W., 2012, Using Cross-Layer Techniques for Communication Systems. IGI Global, p. 152-184 33 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    2 Scopus citations

  • Scheduling problems and solutions in WiMAX networks

    Liang, J. M., Wang, Y. C. & Tseng, Y.-C., Jan 2012, Scheduling Problems and Solutions. Nova Science Publishers, Inc., p. 207-232 26 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • 2011

    Innovative network emulations using the NCTUns tool

    Wang, S.-Y. & Liao, K. C., 2011, Networks and Quantum Computing. Nova Science Publishers, Inc., p. 159-189 31 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Modeling and simulation techniques for garments

    Wong, S.-K., Jul 2011, Computer Technology for Textiles and Apparel. Elsevier Inc., p. 173-199 27 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    5 Scopus citations

  • Nctuns tool for evaluating the performances of real-life P2P applications

    Wang, S.-Y., Lin, C. C. & Huang, C. C., 1 Feb 2011, Peer-to-Peer Networks and Internet Policies. Nova Science Publishers, Inc., p. 229-251 23 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • NCTUNs tool for IEEE 802.16J mobile WiMAX relay network simulations

    Wang, S.-Y., Chen, H. Y. & Chuang, S. W., 1 Jan 2011, Computer Science Research and Technology. Nova Science Publishers, Inc., p. 99-129 31 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Three Round Adaptive Diagnosis with a Tree-Based Structure

    Lin, C.-K., Teng, Y.-H., Tan, J.-M. & Hsu, L. H., 2011, COMPUTER COMMUNICATION AND MANAGEMENT. Ting, Z. (ed.). Vol. 5. p. 472-476 ( International Proceedings of Computer Science and Information Technology; vol. 5).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • 2010

    ZigBee wireless sensor network and its network formation problem

    Yeh, L. W., Pan, M. S. & Tseng, Y.-C., 1 Jan 2010, Handbook on Sensor Networks. World Scientific Publishing Co., p. 181-196 16 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • 2009

    An efficient power saving mac mechanism for voip over IEEE 802.11E WLANS

    Wu, Y. Z. & Wang, K.-C., 1 Jan 2009, Mobile Computing Research and Applications. Nova Science Publishers, Inc., p. 191-204 14 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Dynamic bandwidth allocation for 802.16E-2005 MAC

    Lin, Y. N., Chien, S. H., Lin, Y.-D., Lai, Y. C. & Liu, M., 2009, Current Technology Developments of WiMax Systems. Springer Netherlands, p. 17-29 13 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    1 Scopus citations

  • Intentional mobility in wireless sensor networks

    Wang, Y. C. & Tseng, Y.-C., 1 Feb 2009, Wireless Networks: Research, Technology and Applications. Nova Science Publishers, Inc., p. 1-10 10 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    4 Scopus citations

  • Iterative Image Restoration

    Katsaggelos, A. K., Babacan, S. D. & Tsai, C.-J., 1 Jan 2009, The Essential Guide to Image Processing. Elsevier Inc., p. 349-383 35 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    2 Scopus citations

  • Managing risks in online game worlds: Networking strategies among Taiwanese adolescent players

    Lin, H. & Sun, C.-T., 2 Jun 2009, Gaming Cultures and Place in Asia-Pacific. Routledge Taylor & Francis Group, Vol. 9780203875957. p. 237-250 14 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Nctuns simulator for wireless vehicular AD Hoc network research

    Wang, S.-Y. & Chou, C. L., 1 Jan 2009, Ad Hoc Networks: New Research. Nova Science Publishers, Inc., p. 1-27 27 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    10 Scopus citations