指導教授



蔡曉萍 (Hsiao-Ping Tsai)

中興大學電機系 副教授

402 台中市南區興大路145號

Tel: 886-4-22851549 ext.711

Fax: 886-4 22851410

Mobile: 0936-247-010

Email: hptsai@nchu.edu.tw

工作經歷（Work Experience）

  • 2021/08~now, associate professor in Dept. EE, NCHU.

  • 2020/08~2021/07, project assistant professor in Dept. EE, NCHU.

  • 2010/02~2020/07, assistant professor in Dept. EE, NCHU.

  • 2009/02 ~ 2010/01, postdoctoral fellow, doing research and projects in Institute of Information Science, Academia Sinica, Taiwan.


研究興趣（Research Interests）

  • 深度強化學習與無人載具自動導航、IoT感測資料探勘、資料探勘與隱私保護、嵌入式系統開發


近期研究計畫

  1. 國科會一般專題研究計畫/智慧機車之線上診斷與駕駛行為之偵測及評估系統 2022/08/01~2024/07/31 主持人

  2. 國科會一般策略專案計畫/智慧永續新農業研究發展中心 2021/10/01~2025/09/30 共同主持人

  3. 國防科技研究計畫/移動載具之機器駕駛智慧機電系統整合研究中心 2021/03/01~ 2025/02/28 共同主持人

  4. 教育部高等教育深耕計畫 中興大學永續農業創新發展研究中心/設施農業:子計畫七智慧感測2018/01/01~2022/12/31 團隊成員

  5. 國科會旗艦計畫/適用於人群環繞場所之智慧型自走式載具發展及其應用--子計畫六：適用於人群環繞場所智慧型多自走式載具之AI學習自適應式自動導航與駕駛控制技術 2018/05/01~2020/07/31 主持人

  6. 教育部智慧聯網技術與應用人才培育計畫-智慧空間電子應用聯盟/應用物聯網智慧生活的無線充電技術專題 2017/04~2019/03 協同主持人

  7. 國科會一般專題研究計畫/應用於大量傷病患緊急醫療救護之智慧型物聯網穿戴式裝置系統--應用於大量傷病患緊急醫療救護之智慧型物聯網穿戴式裝置系統2017/08/01~2019/04/30 共同主持人

  8. 產學合作計畫/財團法人資訊工業策進會/霧運算下的異質資料交換之研究 2017/03/01~2017/11/01 協同計畫主持人

  9. 國科會人才培育補助計畫/興創跨領域工程人才培育--以物聯網實現創意工程教育之研究2016/12/01~2019/11/30 共同主持人

  10. 國科會國家型科技計畫/基於物聯網的智慧社區感知技術：安全監控與隱私感知－總計畫暨子計畫一：利用手掌相關資訊之安全監控技術2016/08/01~ 2017/07/31 共同主持人

  11. 國科會國家型科技計畫/用於個人安全、資訊安全、娛樂之低功耗智慧型穿戴式裝置系統-總計畫暨子計畫一：智慧型穿戴式裝置之生理監控及偵測系統(2/2) 2015/05/01~2016/07/31共同主持人

  12. 產學合作計畫/敬祐科技股份有限公司/應用智慧窗簾實現即時家居防災系統之研究 2015/07/01~2016/07/31 共同主持人

  13. 國科會國家型科技計畫/用於個人安全、資訊安全、娛樂之低功耗智慧型穿戴式裝置系統－子計畫六：隱私感知之LBS資訊擷取系統2014/05/01~ 2016/07/31 主持人

  14. 教育部智慧電子整合性人才培育計畫- 4C電子聯盟中心/車用智慧型監控系統 2014/02/01~2016/01/31 協同主持人

  15. 產學合作計畫/一元素科技公司/訓練教材設計與開發 2014/06/01~2015/05/31 共同主持人


Publications

A.期刊論文

  1. Wen-Yueh Shih, Yi-Shu Lu, Hsiao-Ping Tsai, Jiun-Long Huang, “An Expected Win Rate-based Real Time Bidding Strategy for Branding Campaign by the Model-free Reinforcement Learning Model,” IEEE Access, vol. 8, pp. 151952-151967, 2020.

  2. Min-Kuan Chang, Yu-Wei Chan, Hsiao-Ping Tsai, Ting-Chen Chen, Min-Han Chuang, “Node connectivity analysis in cloud-assisted IoT environments,” The Journal of Supercomputing, vol. 73, no.7, pp.2966-2986, Jul. 2017.

  3. Shi-Kuan Liao, Kai-Jay Lai, Hsiao-Ping Tsai, Chih-Yu Wen, " Distributed Information Compression for Target Tracking in Cluster-Based Wireless Sensor Networks, " Sensors, vol.16, no.6, article no.937, Jun. 2016.

  4. Hui-Chu Chang, Hsiao-Ping Tsai, "Group RFM analysis as a novel framework to discover better customer consumption behavior," Expert Syst. Appl., vol.38, no.12, pp.14499-14513, Nov. 2011.

  5. Hsiao-Ping Tsai, De-Nian Yang, Ming-Syan Chen, "Mining Group Movement Patterns for Tracking Moving Objects Efficiently,” IEEE Trans. Knowl. Data Eng., vol.23, no.2, pp.266-281, Feb. 2011.

  6. Hsiao-Ping Tsai, De-Nian Yang, Ming-Syan Chen, "Exploring Application-Level Semantics for Data Compression,” IEEE Trans. Knowl. Data Eng., vol.23, no.1, pp.95-109, Jan. 2011.

  7. Hsiao-Ping Tsai, Hao-Ping Huang, and Ming-Syan Chen, "On Channel Allocation for Heterogeneous Data Broadcasting," IEEE Trans. Mob. Comput., vol.8, no. 5, pp.694-708,2009.


B.會議論文

  1. Cheng-En Wu and Hsiao-Ping Tsai, “Selecting Subgoal for Social AGV Path Planning by Using Reinforcement Learning,” MDM 2022, pp. 452-457, 2022.

  2. Yin-Tsung Hwang, Kuan-Hong Chen, Chih-Peng Fan, Yong-Kang Lai, Chung-Bin Wu, Hsiao-Ping Tsai, Wei-Liang Lin, Kuang-Hao Lin, “iAMEC, an Intelligent Autonomous Mover for Navigation in Indoor People Rich Environments,” AICAS 2021, pp.1-4, 2021.

  3. Wei-Te Chu and Hsiao-Ping Tsai, “Rectilinear Range Query Processing on SpatialHadoop Platform,” GLOBECOM 2021, pp. 1-6, 2021.

  4. Peng-Rong Tsou, Cheng-En Wu, Yen-Ru Chen, Yun-Ting Ho, Jun-Kai Chang, Hsiao-Ping Tsai, “Counting People by Using Convolutional Neural Network and A PIR Array,” IEEE Int’l Conf. on Mobile Data Management (MDM 2020), pp. 342-347, 2020.

  5. Yi Shang Jan and Hsiao-Ping Tsai, “A Collusion Avoidance Node Selection Scheme for Social Network-based Distributed Data Storage,” IEEE Int’l Conf. on Mobile Data Management (MDM 2019), Hong Kong, Hong Kong, pp. 507-512, 2019.

  6. Yi Shang Jan and Hsiao-Ping Tsai, “ Privacy Preserving Distributed Data Storage for an Emergency Rescue System Using Fountain Codes,” TJCAS, 2018.

  7. Yi Shang Jan and Hsiao-Ping Tsai, “Privacy Preserving Data Storage in an Emergency Rescue System Using Fountain Codes,” Int’l Congress on Engineering and Information, 2018.

  8. Jian-Kai Song, Bo-Wen Duan, Hsu-Heng Chou, and Hsiao-Ping Tsai, “On Cloaking Sensitive Pattern Sets for Long-Term LBS Applications,” IEEE Int’l Conf. on Consumer Electronics-Taiwan, 2018.

  9. Feng-Yuan Tai, Jian-Kai Song, Yi-Chen Tsai and Hsiao-Ping Tsai, “Cloaking Sensitive Patterns To Preserve Location Privacy For LBS Applications,” IEEE Int’l Conf. on Consumer Electronics- Taiwan, 2016.

  10. Yi-Chen Lu, Feng-Yuan Tai and Hsiao-Ping Tsai, “An intelligent personalized traffic information extraction system for road traffic safety,” IEEE Int’l Conf. on Consumer Electronics-Taiwan, 2015.

  11. Pin-I Han and Hsiao-Ping Tsai, “SST: Privacy Preserving for Semantic Trajectories,” IEEE Int’l Conf. on Mobile Data Management (MDM 2015), Pittsburgh, USA, pp. 80-85, 2015.

  12. Zi-Yun Sun, Ming-Che Tsai, and Hsiao-Ping Tsai, “Mining Uncertain Sequence Data on Hadoop Platform,” PAKDD 2014 Workshop on MobiSocial, Tainan, Taiwan, pp. 204-215, May 2014.

  13. Chia-Hao Hsu and Hsiao-Ping Tsai, “KAMP: Preserving k-Anonymity for Combinations of Patterns,” IEEE Int’l Conf. on Mobile Data Management (MDM 2013), Milan, Italy, Jun. 2013.

  14. Nian-Song Wan and Hsiao-Ping Tsai, “Exploiting Group Movement Patterns for In-network Data Aggregation in Object Tracking Sensor Networks,” 2011 National Symposium on System Science and Engineering, National Chi Nan University, Nantou, Taiwan, Jun. 2011.


專書

      1. 吳崇賓，蔡曉萍，范志鵬，張振豪，許恒銘，賴永康，「智慧型車輛的發展概況」，電子月刊第19卷第六期，六月號，2013


專利

  1. 溫志煜, 蔡曉萍, 溫太銘, 張敦凱，蔡昀霖, "外顯式即時救災警示系統之裝置與方法/Explicit Real-Time Fire Disaster Alarming Device and Method, "中華民國專利 ROC Patent (Invention No. I547908), Sep. 2016.

  2. 蔡曉萍,盧釔辰, "一種具動態粒度與自動標籤之漸進式序列資料探勘方法及系統,"中華民國專利ROC Patent (Invention No.I546686), Aug. 2016.

  3. 溫志煜, 蔡曉萍, 溫太銘, 張敦凱，蔡昀霖, 外顯式即時救災警示系統之裝置與方法,中國專利 ZL20160556900.3., Jul. 2016.

  4. Chih-Yu Wen, Hsiao-Ping Tsai, Tai-Ming Wen, Dun-Kai Zhang, Yun-Lin Tsai, "外顯式即時救災警示系統之裝置與方法/Explicit Real-Time Fire Disaster Alarming Device and Method," 美國/發明專利- US 9659469 B2, Jul. 2016.