複製鏈接
請複製以下鏈接發送給好友

陳志華

(福州大學教授、博導)

鎖定
陳志華博士(Chi-Hua Chen) [1]  擔任福州大學數學與計算機科學學院教授(博導) [2]  ,並獲得福建省“閩江學者”特聘教授 [3]  、IEEE高級會員(Senior Member) [4]  、劍橋國際學者(Cambridge International Academics)會士(Fellow) [5]  、Publons頂級審稿人(Top peer reviewer) [6]  、國際數據科學與人工智能學會理事 [7] 熱點論文(Hot Paper) [245]  、全球前2%科學家 [258]  、福建省高校教師教學創新大賽獲獎 [263]  。陳博士研究成果刊登於IEEE Internet of Things Journal (影響因子9.515,一區) [8-9]  、Expert Systems with Applications (影響因子4.292,一區) [10-15]  、IEICE Transactions [16-17]  (高被引論文Highly Cited Paper) [18]  等權威期刊 [6]  [19]  ,以及WWW [20]  (CCF A類) [21]  、SIGIR [22-23]  (CCF A類) [24]  等頂級會議。陳博士主持國家自然科學基金項目 [25]  、閩江學者人才項目 [3]  。陳博士擔任多本SCI期刊編輯(Editor),包含Scientific Data [221]  (地理資源領域高質量科技期刊T1 [222]  )、IEEE Access [26]  、IEICE Transactions on Information and Systems [27]  、Nature研究期刊 [28-29]  、ISPRS International Journal of Geo-Information [35]  等;陳博士擔任多本SCI期刊評委,包含IEEE Transactions on Parallel and Distributed Systems [228]  、IEEE Transactions on Fuzzy Systems [227]  、IEEE Transactions on Multimedia [227]  、IEEE Transactions on Cloud Computing [227]  等;擔任多個會議主席(Chair) [36-37]  ,包含AAAI 2022 Workshop [256]  、WWW 2021 (CCF A類) Workshop [225]  、ICC [38]  、BIBM 2020 Workshop [36]  等。研究領域包含人工智能深度學習大數據物聯網智能交通 [1] 
中文名
陳志華 [1] 
民    族
漢族
學位/學歷
博士
職    業
教師 [2] 
職    務
智慧地鐵福建省高校重點實驗室主任 [255] 
職    稱
教授

陳志華人物經歷

2018年08月-至今,福州大學數學與計算機科學學院,教授博士生導師 [2] 

陳志華相關鏈接

ORCID:0000-0001-7668-7425 [260] 
ResearcherID (Publons):F-1067-2010 [261] 

陳志華主要貢獻

  1. Chi-Hua Chen*, “An Arrival Time Prediction Method for Bus System,” IEEE Internet of Things Journal, vol. 5, no. 5, pp. 4231-4232, October 2018. (SCI/EI, ISSN 2327-4662) [8] 
  2. Chi-Hua Chen*, Feng-Jang Hwang, Hsu-Yang Kung, “Travel Time Prediction System Based on Data Clustering for Waste Collection Vehicles,” IEICE Transactions on Information and Systems, vol. E102-D, no. 7, pp.1374-1383, July 2019. (SCI/EI, ISSN 1745-1361) [17] 
  3. Chi-Hua Chen*, “A Cell Probe-Based Method for Vehicle Speed Estimation,”IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, vol. E103-A, no. 1, pp. 265-267, January 2020. (SCI/EI,1745-1337) [16]  (高被引論文Highly Cited Paper) [18] 
  4. Chi-Hua Chen, Fangying Song*, Feng-Jang Hwang, Ling Wu, “A Probability Density Function Generator Based on Neural Networks,” Physica A: Statistical Mechanics and its Applications, vol. 541,Article ID123344, March 2020. (SCI/EI, ISSN 0378-4371) [39]  (高被引論文Highly Cited Paper) [40]  (熱點論文Hot Paper) [245] 

陳志華科研成果

  1. Chi-Hua Chen, Genggeng Liu, Yu-Chih Wei*, Zuoyong Li, Bon-Yeh Lin, “A Pre-signed Response Method Based on Online Certificate Status Protocol Request Prediction,” Enterprise Information Systems, Early Access. (SCI/EI, 1751-7575) [246] 
  2. Xin Fu, Chengyao Xu*, Yuteng Liu, Chi-Hua Chen, Feng-Jang Hwang, Jianwei Wang, “Spatial Heterogeneity and Migration Characteristics of Traffic Congestion-A Quantitative Identification Method Based on Taxi Trajectory Data,” Physica A: Statistical Mechanics and its Applications, Early Access. (SCI/EI, 0378-4371) [244] 
  3. Jen-Yin Yeh, Chi-Hua Chen*, “A Machine Learning Approach to Predict the Success of Crowdfunding Fintech Project,” Journal of Enterprise Information Management, Early Access. (SSCI, ISSN 1741-0398) [41] 
  4. Xiongfei Shan, Mingyang Pan, Depeng Zhao, Deqiang Wang, Feng-Jang Hwang, Chi-Hua Chen, “Maritime Target Detection Based on Electronic Image Stabilization Technology of Shipborne Camera,” IEICE Transactions on Information and Systems, vol. E104.D, no. 7. pp. 948-960, July 2021. (SCI/EI, ISSN 2376-5992) [229] 
  5. Chin-Ling Chen, Tsai-Tung Yang, Yong-Yuan Deng, Chi-Hua Chen*, “A Secure IoT Medical Information Sharing and Emergency Notification System Based on Non-repudiation Mechanism,” Transactions on Emerging Telecommunications Technologies, vol. 32, No. 5, Article ID e3946, May 2021. (SCI/EI, CORE B類 [42]  , ISSN2161-3915) [43] 
  6. Genggeng Liu, Liliang Yang, Saijuan Xu, Zuoyong Li, Yeh-Cheng Chen, Chi-Hua Chen*, “X-architecture Steiner Minimal Tree Algorithm Based on Multi-strategy Optimization Discrete Differential Evolution,” PeerJ Computer Science, vol. 7, Article ID e473, April 2021. (SCI/EI, ISSN 2376-5992) [230] 
  7. Hsu-Yang Kung, Ren-Wu Yu, Chi-Hua Chen*, Chan-Wei Tsai, Chia-Yu Lin, “Intelligent Pig Raising Knowledge Question-Answering System Based on Neural Network Schemes,” Agronomy Journal, vol. 113, No. 2 pp. 906-922, March 2021. (SCI, ISSN 1435-0645) [231] 
  8. Yanke Du, Shuo Sun, Shi Qiu, Shaoxi Li, Mingyang Pan, Chi-Hua Chen*, “Intelligent Recognition System Based on Contour Accentuation for Navigation Marks,” Wireless Communications and Mobile Computing, vol. 2021, Article ID 6631074, March 2021. (SCI/EI, ISSN 1530-8669) [232] 
  9. Xin Fu, Yongjie Qiang*, Xiaoxuan Zhao, Chengyao Xu, Feng-Jang Hwang, Chi-Hua Chen “Urban Public Transport Accessibility to Medical Services from the Perspective of Residents' Travel: A Hybrid Assessment Based on the Whole Process,” IEEE Access, vol. 9, pp. 8977-8989, January 2021. (SCI/EI, ISSN 2169-3536) [233] 
  10. Canyang Guo, Genggeng Liu, Lingjuan Lyu, Chi-Hua Chen*, “An Unsupervised PM2.5 Estimation Method with Different Spatio-temporal Resolutions Based on KIDW-TCGRU,” IEEE Access, vol. 8, pp. 190263-190276, October 2020. (SCI/EI, ISSN 2169-3536) [44] 
  11. Canyang Guo, Genggeng Liu, Chi-Hua Chen*, “Air Pollution Concentration Forecast Method Based on Deep Ensemble Neural Network,” Wireless Communications and Mobile Computing, vol. 2020, Article ID 8854649, October 2020. (SCI/EI, ISSN 1530-8669) [45] 
  12. Genggeng Liu, Lin Xie, Chi-Hua Chen*, “Unsupervised Text Feature Learning via Deep Variational Auto-encoder,” Information Technology and Control, vol. 49, no. 3, pp. 421-437, September 2020. (SCI/EI, ISSN 1392-124X) [46] 
  13. K. Shankar, Yizhuo Zhang, Yiwei Liu, Ling Wu, Chi-Hua Chen*, “Hyperparameter Tuning Deep Learning for Diabetic Retinopathy Fundus Image Classification,” IEEE Access, vol. 8, pp.118164-118173, June 2020. (SCI/EI, ISSN 2169-3536) [47] 
  14. Ling Wu, Qishan Zhang, Chi-Hua Chen*, Kun Guo, Deqin Wang, “Deep Learning Techniques for Community Detection in Social Networks,” IEEE Access, vol. 8, pp.96016-96026, May 2020. (SCI/EI, ISSN2169-3536) [48] 
  15. Mingyang Pan*, Hainan Zhou, Jiayi Cao, Yisai Liu, Jiangling Hao, Shaoxi Li, Chi-Hua Chen, “Water Level Prediction Model Based on GRU and CNN,” IEEE Access, vol. 8, pp.60090-60100, April 2020. (SCI/EI, ISSN 2169-3536) [49] 
  16. Mong-Fong Horng, Hsu-Yang Kung, Chi-Hua Chen*, Feng-Jang Hwang, “Deep Learning Applications with Practical Measured Results in Electronics Industries,” Electronics, vol. 9, no. 3, Article ID 501, March 2020. (SCI, ISSN 2079-9292) [50] 
  17. Mingyang Pan, Yisai Liu, Jiayi Cao, Yu Li, Chao Li, Chi-Hua Chen*, “Visual Recognition Based on Deep Learning for Navigation Mark Classification,” IEEE Access, vol. 8, pp. 32767-32775, February 2020. (SCI/EI, ISSN2169-3536) [51] 
  18. Hsu-Yang Kung, Chi-Hua Chen*, Mei-Hsien Lin, Tai-Yang Wu, “Design of Seamless Handoff Control Based on Vehicular Streaming Communications,” Journal of Internet Technology, vol. 20, no. 7, pp. 2083-2097, December 2019. (SCI/EI, CORE C類 [52]  , ISSN 1607-9264) [53] 
  19. Chi-Hua Chen*, “An explainable deep neural network for extracting features,” Science, eLetters, November 2019. (ISSN 1095-9203) [54] 
  20. Chin-Ling Chen, Yue-Xun Chen, Chin-Feng Lee, Yong-Yuan Deng, Chi-Hua Chen*, “An Efficient and Secure Key Agreement Protocol for Sharing Emergency Events in VANET Systems,” IEEE Access, vol. 7, pp. 148472-148484, October 2019. (SCI/EI, ISSN 2169-3536) [55] 
  21. Chi-Lun Lo, Chi-Hua Chen*, Jin-Li Hu, Kuen-Rong Lo, Hsun-Jung Cho, “A Fuel-Efficient Route Plan Method Based on Game Theory,” Journal of Internet Technology, vol. 20, no. 3, pp. 925-932, May 2019. (SCI/EI, CORE C類 [52]  , ISSN 1607-9264) [56] 
  22. Chi-Hua Chen*, Hsu-Yang Kung, Feng-Jang Hwang, “Deep Learning Techniques for Agronomy Applications,” Agronomy, vol. 9, no. 3, Article ID 142, March 2019. (SCI, ISSN 2073-4395) [57] 
  23. Hui-Fei Lin*, Chi-Hua Chen, “The Persuasion Effect of Sociability in the Design and Use of an Augmented Reality Wedding Invitation App,” Journal of Internet Technology, vol. 20, no. 1, pp. 269-282, January 2019. (SCI/EI, CORE C類 [52]  , ISSN 1607-9264) [58] 
  24. Ling Wu, Chi-Hua Chen*, Qishan Zhang, “A Mobile Positioning Method Based on Deep Learning Techniques,” Electronics, vol. 8, no. 1, Article ID 59, January 2019. (SCI, ISSN 2079-9292) [59] 
  25. Yu-Tso Chen, Chi-Hua Chen*, Szu Wu, Chi-Chun Lo, “A Two-step Approach for Classifying Music Genre on the Strength of AHP Weighted Musical Features,” Mathematics, vol. 7, no. 1, Article ID 19, January 2019. (SCI, ISSN 2227-7390) [60] 
  26. Chi-Hua Chen*, “Reducing the dimensionality of time-series data with deep learning techniques,” Science, eLetters, September 2018. (ISSN 1095-9203) [61] 
  27. Chi-Hua Chen*, Eyhab Al-Masri, Feng-Jang Hwang, Despo Ktoridou, Kuen-Rong Lo, “Introduction to the Special Issue: Applications of Internet of Things,” Symmetry, vol. 10, no. 9, Article ID 374, September 2018. (SCI, ISSN 2073-8994) [62] 
  28. Chi-Hua Chen*, Kuen-Rong Lo, “Applications of Internet of Things,” ISPRS International Journal of Geo-Information, vol. 7, no. 9, Article ID 334, August 2018. (SCI, ISSN 2220-9964) [63] 
  29. Chi-Hua Chen*, Chen-Ling Wu, Chi-Chun Lo, Feng-Jang Hwang, “An Augmented Reality Question Answering System Based on Ensemble Neural Networks,”IEEE Access, vol. 5, pp. 17425-17435, September 2017. (SCI/EI, ISSN 2169-3536) [64] 
  30. Hui-Fei Lin*,Chi-Hua Chen, “Combining the Technology Acceptance Model and Uses and Gratifications Theory to Examine the Usage Behavior of an Augmented Reality Tour-Sharing Application,”Symmetry, vol. 9, no. 7, Article ID113, July 2017. (SCI, ISSN 2073-8994) [65] 
  31. Chi-Lun Lo,Chi-Hua Chen*, Ta-Sheng Kuan, Kuen-Rong Lo, Hsun-Jung Cho, “Fuel Consumption Estimation System and Method with Lower Cost,”Symmetry, vol. 9, no. 7, Article ID 105, July 2017. (SCI, ISSN 2073-8994) [66] 
  32. Hsu-Yang Kung, Ting-Huan Kuo*,Chi-Hua Chen, Pei-Yu Tsai, “Accuracy Analysis Mechanism for Agriculture Data Using the Ensemble Neural Network Method,”Sustainability, vol. 8, no. 8, Article ID 735, August 2016. (SCI/SSCI, ISSN 2071-1050) [67] 
  33. Chi-Hua Chen*, Jia-Hong Lin, Ta-Sheng Kuan, Kuen-Rong Lo, “A High-Efficiency Method of Mobile Positioning Based on Commercial Vehicle Operation Data,”ISPRS International Journal of Geo-Information, vol. 5, no. 6, Article ID 82, June 2016. (SCI, ISSN 2220-9964) [68] 
  34. Chi-Hua Chen*, Chi-Ao Lee, Chi-Chun Lo, “Vehicle Localization and Velocity Estimation Based on Mobile Phone Sensing,”IEEE Access, vol. 4, pp. 803-817, March 2016. (SCI/EI, ISSN 2169-3536) [69] 
  35. Wei-Kuang Lai, Ting-Huan Kuo*,Chi-Hua Chen, “Vehicle Speed Estimation and Forecasting Methods Based on Cellular Floating Vehicle Data,”Applied Sciences, vol. 6, no. 2, Article ID 47, February 2016. (SCI, ISSN 2076-3417) [70] 
  36. Che-I Wu,Chi-Hua Chen*, Bon-Yeh Lin, Chi-Chun Lo, “Traffic Information Estimation Methods from Handover Events,”Journal of Testing and Evaluation, vol. 44, no. 1, pp. 656-664, January 2016. (SCI/EI, ISSN 0090-3973) [71] 
  37. Chi-Chun Lo, Kuo-Ming Chao, Hsu-Yang Kung,Chi-Hua Chen*, Maiga Chang, “Information Management and Applications of Intelligent Transportation System,”Mathematical Problems in Engineering, vol. 2015, Article ID 613940, 2 pages, October 2015. (SCI/EI, ISSN 1024-123X) [72] 
  38. Hsiu-Wen Wang,Chi-Hua Chen*, Ding-Yuan Cheng, Chun-Hao Lin, Chi-Chun Lo, “A Real-Time Pothole Detection Approach for Intelligent Transportation System,”Mathematical Problems in Engineering, vol. 2015, Article ID 869627, 7 pages, August 2015. (SCI/EI, ISSN 1024-123X) [73] 
  39. Hsu-Yang Kung,Chi-Hua Chen*, Ching-Yu Lin, “Context-Aware Services for Mobile Multimedia Application,”Journal of Testing and Evaluation, vol. 43, no. 4, pp. 977-990, July 2015. (SCI/EI, ISSN 0090-3973) [74] 
  40. Ming-Feng Chang*,Chi-Hua Chen, Yi-Bing Lin, Chung-Yung Chia, “The Frequency of CFVD Speed Report for Highway Traffic,”Wireless Communications and Mobile Computing, vol. 15, no. 5, pp.879-888, April 2015. (SCI/EI, CCF C類 [75]  ,CORE B類 [76]  , ISSN 1530-8669) [77] 
  41. Hui-Fei Lin*,Chi-Hua Chen, “Design and Application of Augmented Reality Query-Answering System in Mobile Phone Information Navigation,”Expert Systems with Applications, vol. 42, no. 2, pp.810-820, February 2015. (SCI/EI, CCF C類 [78]  ,CORE B類 [79]  , ISSN 0957-4174) [14] 
  42. Che-I Wu*, Hsu-Yang Kung,Chi-Hua Chen, Li-Chia Kuo, “An Intelligent Slope Disaster Prediction and Monitoring System Based on WSN and ANP,”Expert Systems with Applications, vol. 41, no. 10, pp.4554–4562, August 2014. (SCI/EI, CCF C類 [78]  ,CORE B類 [79]  , ISSN 0957-4174) [13] 
  43. Ding-Yuan Cheng*,Chi-Hua Chen, Chia-Hung Hsiang, Chi-Chun Lo, Hui-Fei Lin, Bon-Yeh Lin, “The Optimal Sampling Period of a Fingerprint Positioning Algorithm for Vehicle Speed Estimation,”Mathematical Problems in Engineering, vol. 2013, Article ID 306783, 12 pages, December 2013. (SCI/EI, ISSN 1024-123X) [80] 
  44. Chi-Hua Chen*, Hui-Fei Lin, Hsu-Chia Chang, Ping-Hsien Ho, Chi-Chun Lo, “An Analytical Framework of a Deployment Strategy for Cloud Computing Services: A Case Study of Academic Websites,”Mathematical Problems in Engineering, vol. 2013, Article ID 384305, 14 pages, September 2013. (SCI/EI, ISSN 1024-123X) [81] 
  45. Hui-Fei Lin*,Chi-Hua Chen, “An Intelligent Embedded Marketing Service System Based on TV Apps: Design and Implementation through Product Placement in Idol Dramas,”Expert Systems with Applications, vol. 40, no. 10, pp. 4127-4136, August 2013. (SCI/EI, CCF C類 [78]  ,CORE B類 [79]  , ISSN 0957-4174) [12] 
  46. Chi-Hua Chen*, Hsu-Chia Chang, Chun-Yun Su, Chi-Chun Lo, Hui-Fei Lin, “Traffic Speed Estimation Based on Normal Location Updates and Call Arrivals from Cellular Networks,” Simulation Modelling Practice and Theory, vol. 35, pp. 26-33, June 2013. (SCI/EI,CORE C類 [82]  , ISSN 1569-190X) [83] 
  47. Hsu-Yang Kung,Chi-Hua Chen*, Hao-Hsiang Ku, “Designing Intelligent Disaster Prediction Models and Systems for Debris-Flow Disasters in Taiwan,”Expert Systems with Applications, vol. 39, no. 5, pp. 5838–5856, April 2012. (SCI/EI, CCF C類 [78]  ,CORE B類 [79]  , ISSN 0957-4174) [10] 
  48. Chi-Hua Chen*, Bon-Yeh Lin, Chun-Hao Lin, Yen-Szu Liu, Chi-Chun Lo, “A Green Positioning Algorithm for Campus Guidance System,”International Journal of Mobile Communications, vol. 10, no. 2, pp. 119-131, March 2012. (SSCI/EI,CORE C類 [84]  , ISSN 1470-949X) [85] 
  49. Chi-Chun Lo,Chi-Hua Chen, Ding-Yuan Cheng, Hsu-Yang Kung*, “Ubiquitous Healthcare Service System with Context-awareness Capability: Design and Implementation,”Expert Systems with Applications, vol. 38, no. 4, pp. 4416-4436, April 2011. (SCI/EI, CCF C類 [78]  ,CORE B類 [79]  , ISSN 0957-4174) [11] 
  50. Chi-Chun Lo, Ting-Huan Kuo, Hsu-Yang Kung*, Hsiang-Ting Kao,Chi-Hua Chen, Che-I Wu, Ding-Yuan Cheng, “Mobile Merchandise Evaluation Service Using Novel Information Retrieval and Image Recognition Technology,”Computer Communications, vol. 34, no. 2, pp. 120-128, February 2011. (SCI/EI, CORE C類 [86]  ,ISSN 0140-3664) [87] 

陳志華會議論文

  1. Canyang Guo, Ling Wu*, Cheng Shi, Chi-Hua Chen, “Mobile Positioning Based on TAE-GRU,” Proceedings of the 2021 Web Conference (formerly known as WWW conference)(TheWebConf 2021), Ljubljana, Slovenia, April 12th-23th, 2021. [237] 
  2. Ling Wu, Yubin Ouyang, Cheng Shi, Chi-Hua Chen*, “Deep Learning-Based Dynamic Community Discovery,” Lecture Notes in Computer Science, vol. 12680, pp. 237-248, April 2021. [238] 
  3. Yao Chen, Canyang Guo, Chi-Hua Chen*, “Deep Learning Techniques for Stock Index Prediction,” Basic & Clinical Pharmacology & Toxicology, vol. 128(S3), pp. 83-83, May 2021. (SCI, ISSN 1742-7835) [235] 
  4. Guang Yang, Chi-Hua Chen*, Canyang Guo, “Genetic Algorithm for Solving the Vanishing Gradient Problem in Deep Neural Network,” Basic & Clinical Pharmacology & Toxicology, vol. 128(S3), pp. 82-83, May 2021. (SCI, ISSN 1742-7835) [235] 
  5. Shan Lin, Chi-Hua Chen*, Canyang Guo, “Two-Stage DenseNet Model for Road Sign Recognition,” Basic & Clinical Pharmacology & Toxicology, vol. 128(S3), pp. 81-82, May 2021. (SCI, ISSN 1742-7835) [235] 
  6. Hanxi Deng, Chi-Hua Chen*, Hao Fang, Canyang Guo, “Deep Learning-Based Cumulative Distribution Function for News Inter-arrival Time,” Basic & Clinical Pharmacology & Toxicology, vol. 128(S3), pp. 80-81, May 2021. (SCI, ISSN 1742-7835) [235] 
  7. Yizhuo Zhang, Yiwei Liu, Chi-Hua Chen*, “Survey on Blockchain and Deep Learning,” Proceedings of the 19th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (IEEE TrustCom 2020), Guangzhou, China, December 29th, 2020 - January 1st, 2021. [240] 
  8. Yiwei Liu, Yizhuo Zhang, Chi-Hua Chen*, “Review on Deep Learning in Intelligent Transportation Systems,” Advances in Intelligent Systems and Computing, vol. 1274, pp. 399-408, 2020. [239] 
  9. Yizhuo Zhang, Yiwei Liu, Chi-Hua Chen*, “Review on Deep Learning in Feature Selection,” Advances in Intelligent Systems and Computing, vol. 1274, pp. 439-447, 2020. [243] 
  10. Hao Fang, Cheng Shi, Chi-Hua Chen*, “BioExpDNN: Bioinformatic Explainable Deep Neural Network,” Proceedings of the 19th IEEE International Conference on Bioinformatics & Biomedicine (IEEE BIBM 2020), Seoul, South Korea, December 16th-19th, 2020. [241] 
  11. Yizhuo Zhang, Yiwei Liu, Chan-Liang Chung, Chi-Hua Chen*, Feng-Jang Hwang, “Multiple Linear Regression Based on Stream Homomorphic Encryption Computing,” Proceedings of 2020 IEEE International Symposium on Computer, Consumer and Control (IS3C 2020), Taichung, Taiwan, November 13th-16th, 2020. [242] 
  12. Canyang Guo, Chi-Hua Chen, Feng-Jang Hwang, Lingjuan Lyu*, “ExpDNN4BC: Explainable Deep Neural Network for Breast Cancer,” Basic & Clinical Pharmacology & Toxicology, vol. 127(S3), pp. 6-7, November 2020. (SCI, ISSN 1742-7835) [234] 
  13. Lingjuan Lyu*, Chi-Hua Chen, “Differentially Private Knowledge Distillation for Mobile Analytics,” Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020)(CCF A類 [24]  )(CORE A*類 [88]  ), Xi'an, China, July 25th-30th, 2020. [22-23] 
  14. Chi-Hua Chen, Yizhuo Zhang, Wenzhong Guo*, Mingyang Pan, Lingjuan Lyu, Chia-Yu Lin, “Contour Accentuation for Transfer Learning-Based Ship Recognition Method,”WWW '20 (CCF A類 [21]  )(CORE A*類 [89]  ): Proceedings of the Web Conference 2020, Taipei, Taiwan, April 20th-24th, 2020. [20] 
  15. Chi-Hua Chen*, Chi-Lun Lo, Ta-Sheng Kuan, Kuen-Rong Lo, “A Spatio-Temporal Data Modelling Method for Travel Time Prediction Based on Deep Learning,”Basic & Clinical Pharmacology & Toxicology, vol. 126(S4), pp. 277-278, April 2020. (SCI, ISSN 1742-7835) [90] 
  16. Chi-Hua Chen*, Ming-Yen Wu, Chi-Chun Lo, “A Probability-Based Feature Extraction Method for Classification – A Case Study of Exercise State Detection,”Basic & Clinical Pharmacology & Toxicology, vol. 126(S4), pp. 275-275, April 2020. (SCI, ISSN1742-7835) [91-92] 
  17. Ruihua Lin,Chi-Hua Chen*, “An Explainable Feature Extraction Method Based on Deep Learning Techniques for Social Assimilation – A Case Study of Cross-Strait Relations,”Basic & Clinical Pharmacology & Toxicology, vol. 126(S4), pp. 274-275, April2020.(SCI, ISSN 1742-7835) [93] 
  18. Genggeng Liu, CanyangGuo,Chi-Hua Chen*, Wenzhong Guo,Feng-Jang Hwang, “A Mobile Positioning Method Based on Integrated Heterogeneous Networks for Commercial Vehicle Operation System,”Proceedings of theIEEE International Conference on Industrial Internet(ICII 2019), Orlando, FL, USA, November 11th-12th, 2019. [94] 
  19. CanyangGuo, Wenzhong Guo,Chi-Hua Chen, Xin Wang, Genggeng Liu*, “The Air Quality Prediction Based on a Convolutional LSTM Network,”Lecture Notes in Computer Science, vol. 11817, pp. 98-109, September 2019. (EI, ISSN0302-9743) [95] 
  20. Chi-Lun Lo,Chi-Hua Chen*, Jin-Li Hu, Kuen-Rong Lo, Hsun-Jung Cho, “A Fuel-Efficient Route Plan App Based on Game Theory,”Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol. 246, pp. 126-135, October 2018. (ISSN 1867-8211) [96] 
  21. Yueh-Ting Lai, Ya-Ping Wu, Chia-Hsuan Yu, Fang-Sun Lu, Chi-Hua Chen*, “Mobile Data Usage Prediction System and Method,”2017 31st International Conference on Advanced Information Networking and Applications Workshops (WAINA), Taipei, Taiwan, 27-29 March 2017. [97] 
  22. Ting-Huan Kuo*, Chi-Hua Chen, Hsu-Yang Kung, Yu-Siang Liao, “Applications of the Web Service Middleware Framework Based on the BPEL,” 2016 IEEE 5th Global Conference on Consumer Electronics, Kyoto, Japan, 11-14 Oct. 2016. [98] 
  23. Chi-Hua Chen*, Ta-Sheng Kuan, Kuen-Rong Lo, “A Vehicle Speed Estimation Method Based on Using Voice Call Signals,”The 16th Asia-Pacific Network Operations and Management Symposium (APNOMS)(CCF C類 [75]  )(CORE C類 [99]  ), Hsinchu, Taiwan, 17-19 Sept. 2014. [100] 
  24. Chi-Hua Chen*, Jia-Hong Lin, Ta-Sheng Kuan, Kuen-Rong Lo, “A High-Efficiency Mobile Positioning System By Using Commercial Vehicle Operation Data Based on Cloud Computing Techniques,”2014 IEEE International Conference on Internet of Things (iThings), and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom), Taipei, Taiwan, 1-3 Sept. 2014. [101] 
  25. Ding-Yuan Cheng, Chi-Hua Chen*, Yu-Rou Wu, Chi-Chun Lo, Hui-Fei Lin, “Designing and Implementing a Real-Time Speech Summarizer System,”2014 International Symposium on Computer, Consumer and Control, Taichung, Taiwan,10-12 June 2014. [102] 
  26. Ding-Yuan Cheng*, Tzu-Chin Chao, Chi-Chun Lo, Chi-Hua Chen, “Research of Ontology and Semantic Web Apply for Building Information Model,”2013 IEEE 10th International Conference on e-Business Engineering, Coventry, UK, 11-13 Sept. 2013. [103] 
  27. Hsu-Yang Kung, Mei-Hsien Lin, Chi-Hua Chen*, Mao-Yuan Kuo, “Seamless Transmission Management Control Based on Geocast-based Inter-Vehicle Communications,”The 1st IEEE Global Conference on Consumer Electronics 2012, Tokyo, Japan, 2-5 Oct. 2012. [104] 
  28. Ming-Feng Chang*,Chi-Hua Chen, “Temporary Call-back Telephone Number Service,”2012 IEEE 26th International Conference on Advanced Information Networking and Applications (CORE B類 [105]  ), Fukuoka, Japan, March 26th-29th, 2012. [106] 
  29. Chi-Hua Chen*, Wan-Jia Chen, Ya-Fen Wang, Chi-Chun Lo, “A Real-time Crime Detection System Based on Lawful Interception - A Case Study of MSN Messenger,”Procedia Engineering, vol. 15, no. 1, pp.1632-1636, December 2011. (ISSN1877-7058) [107] 
  30. Chi-Hua Chen*, Ya-Ching Yang, Pei-Liang Shih, Fang-Yi Lee, Chi-Chun Lo, “A Cloud-Based Recommender System - A Case Study of Delicacy Recommendation,”Procedia Engineering, vol. 15, no. 1, pp.3174-3178, December 2011. (ISSN1877-7058) [108] 

陳志華主要專著

  1. Chi-Hua Chen (2022). Applied Mathematics, Modeling and Computer Simulation. IOS Press, Washington, D.C., USA. ISBN 978-1-64368-254-9 (print); ISBN 978-1-64368-255-6 (online). [262] 
  2. Chi-Hua Chen*, Kuen-Rong Lo (2021). Applications of Internet of Things. Multidisciplinary Digital Publishing Institute (MDPI), Basel, Switzerland. ISBN 978-3-0365-1192-4 (Hbk); ISBN 978-3-0365-1193-1 (PDF). [247] 
  3. Antonio J. Tallón-Ballesteros, Chi-Hua Chen (2020). Machine Learning and Artificial Intelligence. IOS Press, Washington, D.C., USA. ISBN 978-1-64368-136-8 (print); ISBN 978-1-64368-137-5 (online). [236] 
  4. Mong-Fong Horng, Hsu-Yang Kung,Chi-Hua Chen*, Feng-Jang Hwang (2020).Deep Learning Applications with Practical Measured Results in Electronics Industries. Multidisciplinary Digital Publishing Institute (MDPI), Basel, Switzerland.ISBN 978-3-03928-863-2 (Pbk); ISBN 978-3-03928-864-9 (PDF). [109] 
  5. Tsu-Yang Wu*, Shaoquan Ni, Shu-Chuan Chu, Chi-Hua Chen, Margarita N. Favorskaya (2022). Advances in Smart Vehicular Technology, Transportation, Communication and Applications. Springer Nature Switzerland AG. eBook ISBN 978-981-16-4039-1; Hardcover ISBN 978-981-16-4038-4. [257] 

陳志華授權專利

  1. 陳志華、劉子揚、林佳宏、官大勝、羅坤榮,“績效評估系統及方法”,授權:2021-05-28。 [249] 
  2. 陳志華、林佳宏、官大勝,“無線網絡信號範圍偵測與展示的系統與方法”,授權:2021-04-13。 [254] 
  3. 陳志華、童韋豪、林邦曄、江彬榮、張保忠,“預測請求流量的憑證預籤系統及方法”,授權:2020-12-25。 [252] 
  4. 陳志華、龐景雲、謝佳珉、官大勝,“一種到站時間預測方法”,授權:2020-12-01。 [251] 
  5. 陳志華、向家宏、林佳宏、官大勝、羅坤榮,“能源消耗估計系統及方法”,授權:2020-12-01。 [248] 
  6. 陳志華、謝欣翰、林佳宏、官大勝、楊雅婷、謝佳珉,“實時串流紀錄數據分析系統與方法”,授權:2020-12-01。 [250] 
  7. 賴嶽廷、陳志華、吳雅萍、餘家璿、呂芳森,“數據用量預測裝置、方法及其系統”,授權:2020-11-17。 [253] 
  8. 林佳宏、陳志華、官大勝,“一種整合異質網絡的行動定位的系統及其應用方法”,授權:2019-08-23。 [110] 
  9. 陳志華、林佳宏、官大勝,“無線網絡信號範圍偵測與展示的系統與方法”,授權:2018-03-02。 [111] 
  10. 陳志華、龐景雲、謝佳珉、官大勝,“一種到站時間預測系統與方法”,授權:2017-05-10。 [112] 
  11. 林佳宏、陳志華、官大勝,“行駛路段識別系統及其方法”,授權:2017-04-19。 [113] 

陳志華科研項目

  1. 2019年度國家自然科學基金委員會,青年科學基金項目,“基於深度學習的物流車隊管理方法與應用研究”,(2020年01月-2022年12月) [25] 

陳志華榮譽稱號

  1. 福建省,2018年度“閩江學者”特聘教授 [3] 
  2. IEEE高級會員(Senior Member) [4] 
  3. 劍橋國際學者(Cambridge International Academics)會士(Fellow) [5] 
  4. Publons頂級審稿人(Top peer reviewer) [6] 
  5. 全球前2%科學家榜單(Stanford University World’s Top 2% Scientists) [258] 
  6. 第二屆福建省高校教師教學創新大賽,三等獎,主講老師:陳志華,課程名稱:雲計算與物聯網安全 [263] 

陳志華學術任職

  1. 國際數據科學與人工智能學會(Institute of Data Science and Artificial Intelligence, IDSAI),理事(Director) [7] 
  2. 台灣網絡智能學會(Taiwan Association for Web Intelligence Consortium),理事(Director) [114] 

陳志華學術成就

陳志華期刊編輯

  1. 期刊:Scientific Data [221]  (SCI索引) [223]  (地理資源領域高質量科技期刊T1 [222]  )
  2. 期刊:IEEE Access [26]  (SCI索引) [115] 
  3. 期刊:IEICE Transactions on Information and Systems [27]  (SCI索引) [116] 
  4. 期刊:Scientific Reports [29]  (SCI索引) [28] 
  5. 期刊:PLOS ONE [30]  (SCI索引) [117] 
  6. 期刊:Information Technology and Control [118]  (SCI索引) [119] 
  7. 期刊:Journal of Database Management [120]  (SCI索引) [121]    專刊:Deep Learning Technologies: Architecture, Optimization, Techniques, and Applications [120] 
  8. 期刊:International Journal of Ad Hoc and Ubiquitous Computing [122]  (SCI索引) [123]  (CORE B類 [124]  )  專刊:Machine Learning and Deep Learning Methods for the Applications in Ad Hoc and Ubiquitous Computing [31] 
  9. 期刊:Journal of Applied Statistics [125]  (SCI索引) [126]    專刊:Statistical Approaches for Big Data and Machine Learning [32] 
  10. 期刊:Journal of Medical Imaging and Health Informatics [127]  (SCI索引) [128]    專刊:Deep Learning Techniques for Healthcare Applications [129] 
  11. 期刊:Wireless Communications and Mobile Computing [130]  (SCI索引) [131]  (CCF C類 [75]  )(CORE B類 [76]  )  專刊:Applications of Semantic Mobile Computing in the Internet of Things and Web of Things [130] 
  12. 期刊:Mobile Information Systems [132]  (SCI索引) [133]  (CORE C類 [134]  )  專刊:Architecture, Technologies, and Applications of Location-Based Services [132] 
  13. 期刊:Discrete Dynamics in Nature and Society [135]  (SCI索引) [136]    專刊:Multi-Goal Decision Making for Applications in Nature and Society [135] 
  14. 期刊:Mathematical Problems in Engineering [137]  (SCI索引) [138]    專刊:Machine Learning, Deep Learning, and Optimization Techniques for Transportation [137] 
  15. 期刊:International Journal of Distributed Sensor Networks [33]  (SCI索引) [139]  (CORE C類 [140]  )  專刊:Machine Learning Methods for Distributed Sensor Network Applications [33] 
  16. 期刊:EURASIP Journal on Wireless Communications and Networking [34]  (SCI索引) [141]    專刊:Machine Learning and Deep Learning Methods for Wireless Network Applications [34] 
  17. 期刊:ISPRS International Journal of Geo-Information [35]  (SCI索引) [142]    專刊:Applications of Internet of Things [35] 
  18. 期刊:Agronomy [143]  (SCI索引) [144]    專刊:Deep Learning Techniques for Agronomy Applications [143] 
  19. 期刊:Symmetry [145]  (SCI索引) [146]    專刊:Applications of Internet of Things [145] 
  20. 期刊:Biosensors [147]  (SCI索引) [148]    專刊:Advanced Machine Learning Techniques for Modeling, Signal Processing, and Intelligent Circuits and Biosensors [147] 
  21. 期刊:Intelligent Automation & Soft Computing [149]  (SCI索引) [150]  (CORE C類 [151]  )  專刊:Machine Learning and Deep Learning for Transportation [149] 
  22. 期刊:International Journal of Intelligent Networks [152] 

陳志華期刊客座主編

  1. 期刊:IEICE Transactions on Information and Systems [226]  (SCI索引) [223]  專刊:Deep Learning Technologies: Architecture, Optimization, Techniques, and Applications [226] 

陳志華期刊評委

  1. 期刊:IEEE Transactions on Parallel and Distributed Systems [228] 
  2. 期刊:IEEE Transactions on Fuzzy Systems [227] 
  3. 期刊:IEEE Transactions on Vehicular Technology [227] 
  4. 期刊:IEEE Transactions on Multimedia [227] 
  5. 期刊:IEEE Transactions on Network Science and Engineering [227] 
  6. 期刊:IEEE Transactions on Cloud Computing [227] 
  7. 期刊:IEEE Transactions on Computational Social Systems [227] 
  8. 期刊:IEEE Internet of Things Journal [227] 
  9. 期刊:IEEE Sensors Journal [227] 
  10. 期刊:IEEE MultiMedia [227] 
  11. 期刊:IEEE Computer Magazine [227] 
  12. 期刊:IEEE Consumer Electronics Magazine [228] 
  13. 期刊:IEEE Intelligent Transportation Systems Magazine [227] 
  14. 期刊:IEEE Communications Letters [227] 
  15. 期刊:IET Communications [228] 
  16. 期刊:IET Image Processing [228] 
  17. 期刊:IET Intelligent Transport Systems [228] 
  18. 期刊:IET Software [228] 

陳志華擔任會議成員

  1. Workshop Chair, W5: AI for Transportation in conjunction with the Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI-22), Vancouver, BC, Canada, February 28 and March 1, 2022. [256] 
  2. General Chair, the 1st International Workshop on Deep Learning for the Web of Things in conjunction with the Web Conference 2021 (WWW 2021)(CCF A類 [21]  ), Ljubljana, Slovenia, April 12-16, 2021. [224] 
  3. The International Scientific Committees,4th Eurasian Conference on Educational Innovation 2021 (ECEI 2021), Taitung, Taiwan, February 5-7, 2021. [153-154] 
  4. General Chair, the 1st International Workshop on Deep Learning Techniques for Bioinformatics and Biomedicine in conjunction with the IEEE International Conference on Bioinformatics and Biomedicine (IEEE BIBM 2020)(CCF B類 [21]  ), Seoul, South Korea, December 16-19, 2020. [36] 
  5. General Chair, the 1st International Workshop on Machine Learning for Trust, Security and Privacy in Computing and Communications (MLTrustCom 2020) in conjunction with the 19th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (IEEE TrustCom 2020)(CCF C類 [155]  )(CORE A類 [156]  ), Guangzhou, China, December 29, 2020 - January 1, 2021. [37] 
  6. TPC Chairs, 2020 International Conference on Pervasive Artificial Intelligence (ICPAI), Taipei, Taiwan, December 3-5, 2020. [157] 
  7. Editors, 2020 2nd International Conference on Advanced Material Research and Processing Technology (AMRPT2020), Beijing, China, November 22-23, 2020. [158-159] 
  8. Technical Program Committee, the 6th International Conference on Fuzzy Systems and Data Mining (FSDM2020), Xiamen, China, November 13-16, 2020. [160-161] 
  9. Organizer, the International Symposium on Computer, Consumer and Control (IS3C2020), Taichung, Taiwan, November 13-16, 2020. [162-163] 
  10. Technical Program Committee Members, International Conference on Security and Privacy in Digital Economy (SPDE 2020), Zhejiang, China, October 30-November19, 2020. [164-165] 
  11. COMMITTEES,2020 IEEE Eurasia Conference on IOT, Communication and Engineering (IEEE ECICE 2020),Yunlin, Taiwan, October 23-25, 2020. [166-167] 
  12. Program Chairs, the Fourth International Conference on Smart Vehicular Technology, Transportation, Communication and Applications (VTCA 2020), Chengdu, China, October 17-19, 2020. [168-169] 
  13. Chair, the Workshop on Applications and Techniques of Machine Learning, Deep Learning and Optimization in conjunction with the 10th International Conference on Computer Engineering and Networks (CENet 2020), Xi'an, China, October 16-18, 2020. [170-171] 
  14. Special Co-Chairs, the 21st Asia-Pacific Network Operations and Management Symposium (APNOMS 2020)(CCF C類 [172]  ), Daegu, Korea, September 23-25, 2020. [173-174] 
  15. Technical Program Committee Members, 2020 the 5th International Conference on Intelligent Transportation Engineering, Beijing, China, September 11-13, 2020. [175-176] 
  16. General Chairs,3rd IEEE International Conference on Knowledge Innovation and Invention 2020 (IEEE ICKII 2020),Kaohsiung, Taiwan, August 21-23, 2020. [177-178] 
  17. Technical Committee Member, 2020 2nd International Conference on Information Technology and Computer Communications, Kuala Lumpur, Malaysia, 12-14 August 2020. [179-180] 
  18. Conference Committee Member, 2020 International Conference on Communication Engineering and Logistics Management (ICCELM2020), Shanghai, China, July 24-26, 2020. [181] 
  19. Technical Program Committee, 2020 5th International Symposium on Computer and Information Processing Technology (ISCIPT 2020), Tianjin, China, June 26-28, 2020. [182-183] 
  20. Technical Co-Chairs, the 3rd International Conference on Data Intelligence and Security (ICDIS 2020), South Padre Island (SPI), Texas, USA, June 24-26, 2020. [184-185] 
  21. Technical Program Committee, the International Conference on Data Science and Internet of Everything (ICDSIE- 2020), Mumbai, India, June 19-20, 2020. [186-187] 
  22. Session Chair, the 2020 IEEE International Conference on Communications (ICC 2020)(CCF C類 [172]  ), Dublin, Ireland, 7-11 June 2020. [38] 
  23. Program Technical Committees, 2020 2nd International Conference on Big Data Engineering (BDE 2020), Shanghai, China, May 29-31, 2020. [188-189] 
  24. Organizing Committees, 2020 International Conference on E-Commerce and Internet Technology (ECIT 2020), Zhangjiajie, China, April 24-26, 2020. [190-191] 
  25. International Advisory Committee, The International Conference on Smart Education and Applied Social Sciences (SEAS’20), Wolfson College, Cambridge University, United Kingdom, 25-26 March, 2020. [192-193] 
  26. Technical Program Committee Member, 2nd IEEE CCNC 2020 International Workshop on Scalability and Reliability Issues and Solutions for Software Defined Networks, Las Vegas, USA, 10-13 January 2020. [194-195] 
  27. TPC Member, Third International Conference on Computing and Network Communications, Kerala, India, 18-21 December 2019. [196-197] 
  28. Academic Committee Member, 2019 International Conference on Intelligent Transportation and Vehicle Engineering (ICITVE 2019), Chongqing, China, December 6-8, 2019. [198-199] 
  29. International Technical Program Committee Member, 2nd IEEE Middle East & North Africa Communications Conference, Manama, Bahrain, 19-21 November 2019. [200-201] 
  30. Program Committee Member, Internet of Things (IoT) Track, 2019 International Conference on e-Business Engineering, Shanghai, China, 11-13 October 2019. [202-203] 
  31. Technical Program Committee Member, 2019 5th International Conference on Education and Technology, Malang, East Java, Indonesia, 4-5 October 2019. [204-205] 
  32. Committee Member, 2019 4th International Symposium on Computer and Information Processing Technology, Guizhou, China, 14-16 June 2019. [206-207] 
  33. TPC Member, Fourth International Symposium on Intelligent Systems Technologies and Applications, Bangalore, India, 19-22 September 2018. [208-209] 

陳志華學術報告

  1. 報告人:陳志華,報告時間:2019年12月11日,報告地點:西南大學,報告主題:從工程應用到學術研究。 [210] 
  2. 報告人:陳志華,報告時間:2019年9月10日,報告地點:西安郵電大學,報告主題:機器學習在智能運輸系統中的應用。 [211] 
  3. 報告人:陳志華,報告時間:2019年6月27日,報告地點:中國礦業大學,報告主題:機器學習應用於智能運輸系統。 [212] 
  4. 報告人:陳志華,報告時間:2019年5月25日,報告地點:大連海事大學,報告主題:人工智能與交通大數據。 [213] 
  5. 報告人:陳志華,報告時間:2019年5月8日,報告地點:山東理工大學,報告主題:人工智能與交通大數據。 [214] 
  6. 報告人:陳志華,報告時間:2019年4月26日,報告地點:華南師範大學,報告主題:深度學習原理與實作應用-在美術與設計學研究領域內的應用。 [215] 
  7. 報告人:陳志華,報告時間:2018年11月11日,報告地點:重慶大學,報告主題:人工智能與交通大數據。 [216] 
  8. 報告人:陳志華,報告時間:2018年11月9日,報告地點:西南大學,報告主題:人工智能與交通大數據。 [217] 
  9. 報告人:陳志華,報告時間:2018年9月27日,報告地點:西安工程大學,報告主題:深度學習原理與實作。 [218] 
  10. 報告人:陳志華,報告時間:2018年5月6日,報告地點:南京航空航天大學,報告主題:應用行動大數據於智能型運輸系統。 [219] 
  11. 報告人:陳志華,報告時間:2017年11月21日,報告地點:西北農林科技大學,報告主題:應用行動大數據於智能型運輸系統。 [220] 

陳志華採訪報道

  1. “智能交通 蓄力勃發——記福州大學教授陳志華”,科學中國人,2021。 [259] 
參考資料
展開全部 收起