PI, "Constructing an automated cross-lingual multimodal misinformation detection framework (II)," National Science and Technology Council (NSTC), Aug. 2024 - Jul. 2025. (800k)
PI, "Constructing an automated cross-lingual multimodal misinformation detection framework (I)," National Science and Technology Council (NSTC), Aug. 2023 - Oct. 2024. (800k)
PI, "Disinformation detection based on graph neural networks and stance detection," National Science and Technology Council (NSTC), Aug. 2022 - Oct. 2023. (690k)
PI, "Fake news detection based on graph neural networks combining
multimodal feature fusion and stance detection in social networks (II)," Ministry of Science and Technology (MOST), Aug. 2021 - Oct. 2022. (552k)
PI, "Fake news detection based on graph neural networks combining
multimodal feature fusion and stance detection in social networks," Ministry of Science and Technology (MOST), Aug. 2020 - Oct. 2021. (690k)
PI, "Data Protection and Adaptation Technologies for Cloud Multimedia Systems based on Big Data Analytics," Ministry of Science and Technology (MOST), Aug. 2017 - Oct. 2018. (631k)
PI, "Development of Big Data Analytics Platform for Process Monitoring and Management Decision Support in Smart Factories," Ministry of Science and Technology (MOST),
Nov. 2016 - Jan. 2018. (821k)
PI, "A realtime platform for social big data collection, analytics, opinion mining, and sharing,"
Ministry of Science and Technology (MOST),
Sep. 2015 - May 2016. (409k)
(Co-PI: Prof. K. H. Yang)
PI, "Realtime Hot Topics Detection, Trend Tracking, and Cross-Lingual Opinion Analysis using Social Web Mining (I),"
Ministry of Science and Technology (MOST),
Aug. 2014 - Jul. 2015. (529k)
(Transferred to Prof. K. H. Yang)
PI, "聯網電視關鍵技術之研發及其應用 -子計畫四：聯網電視之資訊整合與分析技術(3/3)," National Science Council (NSC),
May 2013 - Jul. 2014. (874k)
PI, "聯網電視關鍵技術之研發及其應用 -子計畫四：聯網電視之資訊整合與分析技術(2/3)," National Science Council (NSC),
May 2012 - Jul. 2013. (747k)
PI, "聯網電視關鍵技術之研發及其應用 -子計畫四：聯網電視之資訊整合與分析技術(1/3)," National Science Council (NSC),
May 2011 - Apr. 2012. (740k)
PI, "基於社交網路探勘之網頁意見品質評估研究," National Science Council (NSC), Aug. 2010 - Oct. 2011. (565k)
PI, "基於內容比對的Web 2.0文件複製偵測及追蹤技術(II)," National Science Council (NSC), Aug. 2009 - Jul. 2010. (605k)
PI, "基於內容比對的Web 2.0文件複製偵測及追蹤技術(I)," National Science Council (NSC), Aug. 2008 - Jul. 2009. (548k)
PI, "大規模分散式網路數位內容複製偵測技術之研究," National Science Council (NSC), Aug. 2007 - Jul. 2008. (517k)
Co-Principal Investigator
Co-PI, "Cyber resilient and reliable LEO satellite communication systems: security communication and connectivity, software security, IoT sustainability, privacy-preserving, and disinformation detection (2/2),"
National Science and Technology Council (NSTC), Jun. 2024 - May 2025. (8,500k)
(PI: Prof. S. H. Yang)
Co-PI, "Cyber resilient and reliable LEO satellite communication systems: security communication and connectivity, software security, IoT sustainability, privacy-preserving, and disinformation detection (1/2),"
National Science and Technology Council (NSTC), Jun. 2023 - May 2024. (8,500k)
(PI: Prof. S. H. Yang)
Co-PI, "Cyber Physical human-machine collaboration and diagnostic maintenance system based on 5G heterogeneous cloud-fog computing platform (3/3),"
National Science and Technology Council (NSTC), Aug. 2023 - Jul. 2024. (7,500k)
(PI: Prof. C. S. Chen)
Co-PI, "The Study of Key Information Security Techniques and of Offensive and Defensive Verifications on Intelligent IoT Cloud-edge Computing Platform and Heterogamous Manufacturing Equipment (2/3),"
Ministry of Science and Technology (MOST), Jun. 2022 - May 2023. (5,200k)
(PI: Prof. Y. L. Chen)
Co-PI, "Cyber Physical human-machine collaboration and diagnostic maintenance system based on 5G heterogeneous cloud-fog computing platform (2/3),"
Ministry of Science and Technology (MOST), Aug. 2022 - Jul. 2023. (6,800k)
(PI: Prof. C. S. Chen)
Co-PI, "The Study of Key Information Security Techniques and of Offensive and Defensive Verifications on Intelligent IoT Cloud-edge Computing Platform and Heterogamous Manufacturing Equipment (1/3),"
Ministry of Science and Technology (MOST), Nov. 2021 - May 2022. (5,215k)
(PI: Prof. Y. L. Chen)
Co-PI, "Cyber Physical human-machine collaboration and diagnostic maintenance system based on 5G heterogeneous cloud-fog computing platform (1/3),"
Ministry of Science and Technology (MOST), Aug. 2021 - Jul. 2022. (6,000k)
(PI: Prof. C. S. Chen)
Co-PI, "The Study of Key Information Security Techniques and of Offensive and Defensive Verifications on Intelligent IoT Cloud-edge Computing Platform and Heterogamous Manufacturing Equipment,"
NARL, Dec. 2020 - May 2021. (3,900k)
(PI: Prof. Y. L. Chen)
Co-PI, "The Study of Industrial IoT Cloud and Human-Machine Interactive Techniques for Cyber-Physical Demonstrative Platforms in High Productive Motor Manufacturing Factories (3/3)," Ministry of Science and Technology (MOST),
Oct. 2018 - Sep. 2019. (3,680k)
(PI: Prof. Y. L. Chen)
Co-PI, "The Study of Industrial IoT Cloud and Human-Machine Interactive Techniques for Cyber-Physical Demonstrative Platforms in High Productive Motor Manufacturing Factories (2/3)," Ministry of Science and Technology (MOST),
Oct. 2017 - Sep. 2018. (4,662k)
(PI: Prof. Y. L. Chen)
Co-PI, "CPS Platform Architecture based Precision Enzyme Dispensing Process for Biomedical Sensing Strips (1/3)," Ministry of Science and Technology (MOST),
Oct. 2016 - Sep. 2017. (4,520k)
(PI: Prof. H. Chang)
Co-PI, "The Study of Industrial IoT Cloud and Human-Machine Interactive Techniques for Cyber-Physical Demonstrative Platforms in High Productive Motor Manufacturing Factories (1/3)," Ministry of Science and Technology (MOST),
Oct. 2016 - Sep. 2017. (3,520k)
(PI: Prof. Y. L. Chen)
Co-PI, "Exploring online news by applying big data approach: content, hot topics, and resonance," Ministry of Science and Technology (MOST),
Aug. 2016 - Jul. 2019. (2,986k)
(PI: Prof. P.L. Chen)
Co-PI, "Development of information retrieval and content analysis tools for social media," Ministry of Science and Technology (MOST),
Aug. 2016 - Jul. 2019. (2,023k)
(PI: Prof. K. Chen)
Co-PI, "National Education Radio Archive: Big data analytics and user experience improvement," Ministry of Education (MOE),
Aug. 2016 - May. 2017. (3,600k)
(PI: Prof. S. M. Wang)
Co-PI, "綠能低碳社會溝通之議題分析與知識發掘平台 - 子計畫四: 綠能低碳社群意見領袖偵測與分眾溝通," Ministry of Science and Technology (MOST),
Jan. 2015 - Dec. 2015. (PI: Prof. K. H. Yang)
Co-PI, "搭配多元智慧載具並結合影像與聲音技術之聯網電視人性化互動介面," Ministry of Science and Technology (MOST),
Sep. 2014 - Aug. 2017. (10,223k)
(PI: Prof. S. H. Yang)
Co-PI, "聯網電視關鍵技術之研發及其應用 - 總計畫 (III)," National Science Council (NSC), May 2013 - Jul. 2014.
Co-PI, "聯網電視關鍵技術之研發及其應用 - 總計畫 (I)," National Science Council (NSC), May 2011 - Apr. 2012.
Co-PI, "Exploring the Concepts about Internet Using a Wireless Campus Community
System (II)," National Science Council (NSC), May 2011 - Apr. 2012.
Co-PI, "The Application of Wireless Communication on
Interactive Technology that Raises the Participation of the Female in Science Education: A Case Study with Taipei Municipal
Zhongshan Girls High School (II)," National Science Council (NSC), May 2011 - Apr.
2012.
Co-PI, "Exploring the Concepts about Internet Using a Wireless Campus Community
System (I)," National Science Council (NSC), May 2010 - Apr. 2011.
Co-PI, "The Application of Wireless Communication on
Interactive Technology that Raises the Participation of the Female in Science Education: A Case Study with Taipei Municipal
Zhongshan Girls High School (I)," National Science Council (NSC), May 2010 - Apr. 2011.
Co-PI, "WiMAX System Software and Tool Development (II) -- Main Project," National Science Council (NSC), Aug. 2007 - Jul. 2008.
校內補助
PI, Key Technologies on Video Summarization based on Deep Learning, Joint Research with Prof. Mehdi Norouzi, University of Cincinnati, Apr. 2020 - Dec. 2022. (NTUT-IJRP-109-02)
PI, Research on User Interest Prediction based on Images and Texts in Social Media, Joint Research Project with Prof. L. Wang, University of Science and Technology Beijing, Jan. 2018 - Dec. 2018. (NTUT-USTB-107-07)
PI, Social network information diffusion and prediction with big data analytics, Joint Research Project with Prof. X. Luo, University of Science and Technology Beijing, Jan. 2017 - Dec. 2017. (NTUT-USTB-106-05)
PI, Social big data analytics, Joint Research Project with Prof. X. Luo, University of Science and Technology Beijing, Jan. 2016 - Dec. 2016. (NTUT-USTB-105-4)
教育部補助
PI, AI Applications in Smart Financial Technology: Theory and Practices, Ministry of Education (MOE), Dec. 2018 - Jul. 2020.
PI, Information Education for High School Students, (MOE), Aug. 2018 - Jul. 2019.
Co-PI, Information Education for High School Students, (MOE), Aug. 2017 - Jul. 2018 (PI: Prof. C.M.Liu).
Co-PI, Information Education for High School Students, (MOE), Aug. 2016 - Jul. 2017 (PI: Prof. C.M.Liu).
Co-PI, Information Education for High School Students, (MOE), Jul. 2015 - Jun. 2016 (PI: Prof. C.M.Liu).
產學合作與技轉
MitraStar, Video streaming security, Jun. 2015 - Jan. 2016
C&T Lab, Web portal design, Jun. 2015 - now
Senao, Web information extraction, Jun. 2014 - Dec. 2014
III, Opinion mining and recommendation, Aug. 2013 - Dec. 2014
iLinke, Big data platform for online communities, Aug. 2008 - now
Jeshmitha Gunuganti*, Zhi-Ting Yeh, Jenq-Haur Wang, and Mehdi Norouzi,
"Unsupervised Video Summarization with Adversarial Graph-based Attention Network,"
Journal of Visual Communication and Image Representation, Vol.102,
Jun. 2024.
(SCI, Impact Factor (2023): 2.6;
Rank: 49/131 - Computer Science, Software Engineering; ISSN 1047-3203)
[DOI: https://doi.org/10.1016/j.jvcir.2024.104200]
Yu-Cheng Kuo, Chin-Ming Chen, Jenq-Haur Wang, Kuang-Chieh Hsueh, Fur-Hsing Wen, Jung-Hsi Kuo, Po-Jen Shih*,
"The Relationship of Weekly Monitoring of the Radial Artery Pulse Harmonics during Pregnancy Process,"
Cardiology Research and Cardiovascular Medicine, Vol.9, No.1,
Jun. 2024.
[DOI: https://doi.org/10.29011/2575-7083.100250]
Li-Chen Cheng*, Yan Tsang Wu, Cheng-Ting Chao, Jenq-Haur Wang,
"Detecting fake reviewers from the social context with a graph neural network method,"
Decision Support Systems (DSS),
Vol. 179, Apr. 2024.
(Available online: 22 December 2023)
(SCI, Impact Factor (2023): 6.7;
Rank: 26/249 - Computer Science, Information Systems; ISSN 0167-9236)
[DOI: https://doi.org/10.1016/j.dss.2023.114150]
Kuanchin Chen, Li-Chen Cheng*, Mei-Yun Ye, Jenq-Haur Wang,
"A graph neural network approach to detect original review spammers of astroturfing campaigns,"
Electronic Commerce Research and Applications,
Vol.62, Nov.-Dec., 2023.
(SSCI, SCI, Impact Factor (2023): 5.9;
Rank: 30/249 - Computer Science, Information Systems; ISSN 1567-4223)
[DOI: 10.1016/j.elerap.2023.101326]
Kuang-Chieh Hsueh**, Jenq-Haur Wang**, Chi-Ying Chen, Jin-Hua Chen, George Hsiao, Yu-Cheng Kuo*,
"Harmonic effects of sham acupuncture at Tsu San Li (St-36) in the radial pulse wave,"
Journal of Traditional and Complementary Medicine,
Vol.13, No.6, pp.568-574,
Nov. 2023.
(SCI, Impact Factor (2023): 3.3)
[DOI: 10.1016/j.jtcme.2023.07.003]
(** These first authors contributed equally to this work.)
Surasachai Doungtap, Varinya Phanichraksaphong, Jirayu Petchhan, Jenq-Haur Wang*,
"Towards Digital Twins of 3D-Reconstructed Apparel Models with An End-to-End Mobile Visualization,"
Applied Sciences, Vol.13, No.15, 8571,
Jul. 2023.
(SCI, Impact Factor (2023): 2.5)
[DOI: 10.3390/app13158571]
Jenq-Haur Wang*, Chin-Wei Huang, and Mehdi Norouzi**,
"Improving Rumor Detection by Image Captioning and Multi-Cell Bi-RNN With Self-Attention in Social Networks,"
International Journal of Data Warehousing and Mining (IJDWM), Vol.18, No. 1, pp.1-17, 2022.
(SCI, Impact Factor (2021): 1.333) [DOI: 10.4018/IJDWM.313189]
(** Equal Contribution for the first and third authors.)
Chin-Wei Tien, Tse-Yung Huang, Ping-Chun Chen, and Jenq-Haur Wang*,
"Using Autoencoders for Anomaly Detection and Transfer Learning in IoT,"
Computers, Vol.10, No.7: 88, Jul. 2021.
(ESCI, Scopus CiteScore (2020): 3.3)
[DOI Link]
Jenq-Haur Wang*, Yen-Tsang Wu, and Long Wang*,
"Predicting Implicit User Preferences with Multimodal Feature Fusion for Similar User Recommendation in Social Media,"
Applied Sciences, Vol.11, No.3, 1064, Jan. 2021.
(Accepted: Jan. 21, 2021, published online: Jan. 25, 2021)
(SCI, Impact Factor (2020): 2.679;
Rank: 38/91 - Engineering, Multidisciplinary)
[DOI: 10.3390/app10228035]
Jenq-Haur Wang*, Ting-Wei Liu, Xiong Luo*,
"Combining Post Sentiments and User Participation for Extracting Public
Stances from Twitter,"
Applied Sciences,
Vol.10, No.22, 8035, Nov. 2020.
(SCI, Impact Factor (2020): 2.679;
Rank: 38/91 - Engineering, Multidisciplinary)
[DOI: 10.3390/app10228035]
Chao Huang, Jing Zhang, Longpeng Cao, Long Wang, Xiong Luo*, Jenq-Haur Wang, and Alain Bensoussan,
"Robust Forecasting of River-flow Based on Convolutional Neural Network,"
IEEE Transactions on Sustainable Computing
Vol. 5, No.4, pp.594-600, Oct.-Dec. 2020.
(EI, Scopus Cite Score (2020)=11.5)
(Available online: Mar. 30, 2020)
[DOI: 10.1109/TSUSC.2020.2983097]
Jenq-Haur Wang* and Chin-Wei Huang,
"Rumor Detection Using Deep Attention Networks With Multimodal Feature Fusion,"
International Journal of Computational Linguistics and Chinese Language Processing (IJCLCLP),
Vol. 25, No.1, pp. 57-80, Jun. 2020.
(THCI, ACL anthology)
Zewdie Mossie, Jenq-Haur Wang*,
"Vulnerable Community Identification using Hate Speech Detection on Social Media,"
Information Processing & Management, Vol.57, No.3, May 2020.
(Available online: Jul. 23, 2019, Accepted: Jul. 16, 2019)
(EI, SCI, SSCI, Impact Factor (2020): 6.222;
Rank: 10/87 - Information Science & Library Science)
[DOI: 10.1016/j.ipm.2019.102087]
[DOI Link]
Jiankun Sun, Ziyang Wang, Xiong Luo*, Peng Shi*, Weiping Wang, Long Wang,
Jenq-haur Wang, Wenbing Zhao,
"A Parallel Recommender System Using a Collaborative Filtering Algorithm With
Correntropy for Social Networks,"
IEEE Transactions on Network Science and Engineering (TNSE), Vol.7, No.1, pp.91-103, Jan.-Mar., 2020.
(Available online on: Aug. 2, 2018)
(EI, SCI, Impact Factor (2019): 5.213;
Rank: 3/106 - Mathematics, Interdisciplinary Applications)
[DOI: 10.1109/TNSE.2018.2862948]
[DOI Link]
Xiong Luo*, Ying Li, Weiping Wang, Xiaojuan Ban, Jenq-Haur Wang, and Wenbing Zhao,
"A robust multilayer extreme learning machine using kernel risk-sensitive loss criterion,"
International Journal of Machine Learning and Cybernetics, Vol.11, No.1, pp.197-216, Jan. 2020.
(published online: Jun. 2019)
(EI, SCI, Impact Factor (2018): 3.844;
Rank: 31/134 - Computer Science, Artificial Intelligence)
[DOI Link]
Shancheng Jiang, Ran Xiao, Long Wang, Xiong Luo, Chao Huang*, Jenq-Haur Wang, Kwai-Sang Chin, Ximing Nie,
"Combining Deep Neural Networks and Classical Time Series Regression Models for Forecasting Patient Flows in Hong Kong,"
IEEE Access, Vol.7, pp.118965-118974, Aug. 2019.
(EI, SCI, Impact Factor (2018): 4.098;
Rank: 23/155 - Computer Science, Information Systems)
[DOI: 10.1109/ACCESS.2019.2936550]
[DOI Link]
Xiong Luo*, Changwei Jiang, Weiping Wang, Yang Xu, Jenq-Haur Wang, Wenbing Zhao,
"User Behavior Prediction in Social Networks Using Weighted Extreme Learning Machine With Distribution Optimization,"
Future Generation Computer Systems,
Vol. 93, pp. 1023-1035, Apr. 2019. (Available online 3 May 2018)
(EI, SCI, Impact Factor (2019): 6.125;
Rank: 8/105 - Computer Science, Theory & Methods)
[DOI: 10.1016/j.future.2018.04.085]
[DOI Link]
Chao Huang, Long Wang*, Huan Long, Xiong Luo, Jenq-Haur Wang,
"A hybrid global maximum power point tracking method for photovoltaic arrays under partial shading conditions,"
Optik, 180, pp.665-674, Feb. 2019.
(EI, SCI, Impact Factor (2019): 2.187;
Rank:50/95 - Optics)
[DOI: 10.1016/j.ijleo.2018.11.158]
[DOI Link]
Chao Huang, Longpeng Cao, Nanxin Peng, Sijia Li, Jing Zhang, Long Wang*, Xiong Luo, and Jenq-Haur Wang,
"Day-Ahead Forecasting of Hourly Photovoltaic Power based on Robust Multilayer Perception,"
Sustainability, Vol. 10, No.12, 4863, Dec. 2018.
(SSCI & SCI, Impact Factor(2018): 2.592;
Rank: 44/116 - Environmental Studies)
[DOI: 10.3390/su10124863]
[DOI Link]
Xiong Luo*, Zhijie He, Zhigang Zhao, Long Wang, Weiping Wang,
Huansheng Ning, Jenq-Haur Wang, Wenbing Zhao, Jun Zhang,
"Resource Allocation in the Cognitive-Radio-Networks-Aided Internet of Things for Cyber-Physical-Social System: An Efficient Jaya Algorithm,"
Sensors, 18(11), 3649, Nov. 2018.
(EI, SCI, Impact Factor(2018): 3.031)
[DOI: 10.3390/s18113649]
[DOI Link]
Xiong Luo*, Jiankun Sun, Long Wang, Weiping Wang, Wenbing Zhao, Jinsong Wu, Jenq-Haur Wang, Zijun Zhang,
"Short-term Wind Speed Forecasting via Stacked Extreme Learning Machine With Generalized Correntropy,"
IEEE Transactions on Industrial Informatics,
SS on Deep Learning Models for Industry Informatics,
Vol.14, No.11, pp. 4963-4971, Nov. 2018. (Available online 7 Jul. 2018)
(EI, SCI, Impact Factor (2018): 7.377;
Rank: 4/106 - Computer Science, Interdisciplinary Applications;
1/46 - Engineering, Industrial)
[DOI: 10.1109/TII.2018.2854549]
[DOI Link]
Xiong Luo*, Jing Deng, Weiping Wang*, Jenq-Haur Wang, and Wenbing Zhao,
"A Quantized Kernel Learning Algorithm Using Minimum Kernel Risk-Sensitive Loss Criterion and Bilateral Gradient Technique,"
Entropy, 19(7), 365, 2017.
(SCI, Impact Factor (2017): 2.305
Rank: 22/78 - Physics, Multidisciplinary)
[DOI: 10.3390/e19070365]
[DOI Link]
Xiong Luo*, Jing Deng, Ji Liu, Weiping Wang*, Xiaojuan Ban, Jenq-Haur Wang,
"A Quantized Kernel Least Mean Square Scheme with Entropy-Guided Learning for Intelligent Data Analysis," China Communications, 14(7): 127-136, 2017.
(SCI, Impact factor (2017): 1.514)
[Link]
Chuan-Ming Liu*, Cheng-Hsien Chen, Yen-Lin Chen, and Jenq-Haur Wang,
"A Mobile P2P Semantic Information Retrieval System with Effective Updates,"
KSII Transactions on Internet and Information Systems,
Vol.9, No.5, pp.1807-1824, May 2015.
(EI, SCI, Impact factor (2014): 0.561)
[DOI: 10.3837/tiis.2015.05.014]
[DOI Link]
Jenq-Haur Wang, Hsin-Yang Wang, Yen-Lin Chen, and Chuan-Ming Liu*,
"A Constructive Algorithm for Unsupervised Learning with Incremental Neural Network,"
Journal of Applied Research and Technology (JART), Vol.13, No.2, pp.188-196, Apr. 2015. (Accepted in Aug. 2014)
(SCI, Impact factor (2013): 0.447)
[DOI: 10.1016/j.jart.2015.06.017]
[DOI link]
Jenq-Haur Wang* and Hung-Chi Chang,
"CoBITs: A Distributed Indexing Approach to Collaborative Content-based Multimedia Retrieval across Digital Archives,"
Multimedia Tools and Applications, Vol.74, No.8, pp.2639-2658, Apr. 2015.
(Accepted and Published online in Apr. 2013)
(EI, SCI, Impact factor (2014): 1.346,
Rank: 32/102 - Computer Science, Theory & Methods)
[DOI: 10.1007/s11042-013-1461-5]
[DOI link]
Jenq-Haur Wang*, and Meng-Han Shih,
"Constructing Query Context Knowledge Bases for Relevant Term Suggestion,"
Journal of Information Science and Engineering (JISE), Vol.31, No.2, pp.491-508, Mar. 2015.
(Accepted in Dec. 2013)
(EI, SCI, Impact factor (2014): 0.414)
[Available online]
Chuan-Ming Liu*, Ta-Chih Su, Jenq-Haur Wang, Yen-Lin Chen,
"Data broadcasting for dependent information using multiple channels in wireless broadcast environments,"
Journal of Parallel and Distributed Computing (JPDC), Vol.74, No.9, pp.2795-2807, Sep. 2014.
(SCI, Impact factor (2014): 1.179,
Rank: 36/102 - Computer Science, Thoery & Methods;
EI)
[DOI link]
Jenq-Haur Wang* and Hung-Chi Chang,
"Exploiting Near-Duplicate Relations in Organizing News Archives,"
International Journal of Intelligent Systems (IJIS),
Vol.29, No.7, pp.597-614, Jul. 2014.
(Published online in Jan. 2014, Accepted in Dec. 2013).
(SCI, Impact factor (2014): 1.886,
Rank: 44/123 - Computer Science, Artificial Intelligence)
[DOI link]
Jenq-Haur Wang, Chuan-Ming Liu, Jhih-Siang Syu, and Yen-Lin Chen*,
"An Image Retrieving Scheme Using Salient Features and Annotation Watermarking,"
KSII Transactions on Internet and Information Systems, Vol.8, No.1, pp.213-231, Jan. 2014.
(Accepted in Dec. 2013)
(SCI, Impact factor (2014): 0.561)
[DOI link]
Tung-Ju Hsieh*, Yuan-Sen Yang, Jenq-Haur Wang, and Wen-Jay Shen,
"Feature Extraction using Bionic Particle Swarm Tracing for Transfer Function Design in Direct Volume Rendering,"
The Visual Computer, Vol.30, No.1, pp. 33-44, Jan. 2014. (published online: Feb. 2013)
(SCI, Impact factor (2013): 1.073,
Rank: 46/105 - Computer Science, Software Engineering)
[DOI link]
Jenq-Haur Wang, Jhih-Siang Syu, Chuan-Ming Liu, and Yen-Lin Chen*,
"An Annotation Watermarking Approach to Image Tagging for Relevant Information Retrieval,"
Applied Mechanics and Materials: Innovation for Applied Science and Technology, Vol. 284-287, pp.3310-3314, Jan. 2013. (EI)
[Available online]
Yen-Lin Chen, Chuan-Ming Liu, Chuan-Yen Chiang, Shyan-Ming Yuan and Jenq-Haur Wang*,
"Building Communication Software: a Project-based Approach for Teaching C++ Object-oriented Programming,"
International Journal of Innovative Computing, Information and Control (IJICIC), Vol.9, No.8, pp.3415-3436, Aug. 2013. (accepted in Nov. 2012).
(EI), [ISSN: 1349-4198]
[Available online]
Bing-Fei Wu, Hao-Yu Huang, Jenq-Haur Wang, and Yen-Lin Chen*,
"Perceptual Zero-Tree Coding with Efficient Optimization for Embedded Platforms,"
Journal of Applied Research and Technology (JART), Vol.11, No.4, pp.487-495, Aug. 2013. (Accepted in Jan. 2013).
(SCI, Impact factor (2013): 0.447)
[Available online]
Bing-Fei Wu, Hao-Yu Huang, Jenq-Haur Wang, and Yen-Lin Chen*,
"The Single-Pass Perceptual Embedded Zero-Tree Coding Implementation and Optimization on DSP,"
Applied Mechanics and Materials: Innovation for Applied Science and Technology, Vol. 284-287, pp. 2115-2119, Jan. 2013. (EI)
Wen-Yew Liang, Ming-Feng Chang*, Yen-Lin Chen, and Jenq-Haur Wang,
"Performance Evaluation for Dynamic Voltage and Frequency Scaling Using Runtime Performance Counters,"
Applied Mechanics and Materials: Innovation for Applied Science and Technology, Vol. 284-287, pp. 2575-2579, Jan. 2013. (EI)
Hung Wei Chang*, Che Wun Chiou, Wen-Yew Liang, and Jenq-Haur Wang,
"Full Multiplexers Implementation of Dual Basis Multiplier over GF(2^m),"
Applied Mechanics and Materials: Innovation for Applied Science and Technology, Vol. 284-287, pp.3423-3427, Jan. 2013. (EI)
Jenq-Haur Wang, Hung Wei Chang*, Che Wun Chiou, and Wen-Yew Liang,
"Low-complexity Design of Bit-parallel Dual Basis Multiplier over GF(2^m),"
IET Information Security, Vol.6, No.4, pp.324-328, Dec. 2012. (SCI, Impact factor (2012): 0.623)
[DOI link]
Yen-Lin Chen, Hsin-Han Chiang, Chao-Wei Yu, Chuan-Yen Chiang, Chuan-Ming Liu and Jenq-Haur Wang*,
"An Intelligent Knowledge-Based and Customizable Home Care System Framework with Ubiquitous Patient Monitoring and Alerting Techniques,"
Sensors, Vol.12, No.8, pp. 11154-11186, Aug. 2012.
(SCI, Impact factor (2012): 1.953,
Rank: 9/57 - Instruments & Instrumentation)
[DOI: 10.3390/s120811154]
Yen-Lin Chen, Hsin-Han Chiang, Chuan-Yen Chiang, Chuan-Ming Liu, Shyan-Ming Yuan, Jenq-Haur Wang*,
"A Vision-Based Driver Nighttime Assistance and Surveillance System Based on Intelligent Image Sensing Techniques and Heterogamous Dual-Core Embedded System Architecture,"
Sensors, Vol.12, No.3, pp. 2373-2399, Feb. 2012.
(SCI, Impact factor (2012): 1.953,
Rank: 9/57 - Instruments & Instrumentation)
[DOI: 10.3390/s120302373]
Jenq-Haur Wang* and Yi-Jong Lo, "Using Non-Relevance Feedback in
Dynamic Adaptation of Personalized Search Results,"
Journal of National Taipei University of Technology,
Vol. 44, No.1, pp.35-48, Jun. 2011. (in Chinese)
(THCI)
Jenq-Haur Wang*, "Content Protection and Tracking for Digital Rights Management in Digital Libraries,"
Journal of Library and Information Science (JLIS),
Vol. 33, No. 1, pp. 4-16, Apr. 2007. [URL]
(LISTA, THCI)
Jenq-Haur Wang*, Jei-Wen Teng, Wen-Hsiang Lu, and Lee-Feng Chien,
"Exploiting the Web as the Multilingual Corpus for Unknown Query Translation,"
Journal of the American Society for Information Science and Technology (JASIST),
Vol. 57, No. 5, pp. 660-670, Special Issue on Multilingual Information Systems, Mar. 2006. (Wiley)
(SCI, SSCI, EI; Impact factor: 2.086, Rank: 11/78 - Computer Science, Information Systems)
[DOI: 10.1002/asi.20328]
(Cited by: 13)
Jenq-Haur Wang*, Wen-Hsiang Lu, and Lee-Feng Chien,
"Toward Web Mining of Cross-Language Query Translations in Digital Libraries,"
International Journal on Digital Libraries (IJDL), Vol. 4, No. 4,
pp. 247-257, Special Issue on Asian Digital Libraries, Nov. 2004.
(Springer-Verlag) (LISTA)
[DOI link]
([OpenURL link])
(Cited by: 7)
研討會論文
國際學術研討會
Surasachai Doungtap*, Varinya Phanichraksaphong, and Jenq-Haur Wang,
"Optimizing 3D Clothing Models for VR: A Deep Learning Approach to Triangle Count Reduction,"
Accepted and to appear in Proceeedings of the IEEE International Conference on Consumer Electronics – Taiwan (IEEE ICCE-TW 2024),
Poster Session, Taichung, Taiwan, Jul. 9-11, 2024.
Jenq-Haur Wang* and Yi-Fang Chen,
"Combining Transformers and Tree-based Decoders for Solving Math Word Problems,"
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2023),
pp.5940-5945, Sorrento, Italy, Dec. 15-18, 2023.
Jenq-Haur Wang, Chia-Hsin Lin, Tzu-Yi Yang*, Chih-Chieh Yu*,
"Network Anomaly Detection Using Machine Learning Approach on Multi-access Edge Computing Server,"
Proceedings of the 20th International Conference on Automation Technology (Automation 2023),
pp.272-277, Taipei, Taiwan, Dec. 8-10, 2023.
Surasachai Doungtap, Jirayu Petchhan, Varinya Phanichraksaphong, and Jenq-Haur Wang*,
"Into 3D-Reconstructed Apparel over Virtual Try-On with Virtual Reality,"
Proceeedings of the IEEE International Conference on Consumer Electronics – Taiwan (IEEE ICCE-TW 2023),
pp. 729-730, Poster Session, Pingtung, Taiwan, Jul. 17-19, 2023.
[DOI: 10.1109/ICCE-Taiwan58799.2023.10226992]
Jenq-Haur Wang* and Rahmat Fadli Isnanto,
"Comparing Feature Extraction Methods for Sarcasm Detection in Twitter,"
Accepted and to appear in Proceedings of the 37th Annual Conference of the Japanese Society for Artificial Intelligence (JSAI 2023), International Session, Kumamoto, Japan, Jun. 6-9, 2023. (hybrid)
Jenq-Haur Wang* and Tzong-Ting Hsieh,
"Dot-Product Similarity based Centroid Clustering for Popular Topic Detection,"
Accepted and to appear in Proceedings of the 2022 IEEE International Conference on Big Data (IEEE BigData 2022), Special session 8th Special Session on Intelligent Data Mining, Osaka, Japan, Dec. 17-20, 2022.
Jenq-Haur Wang*, Mehdi Norouzi, and Shu Ming Tsai*,
"Multimodal Content Veracity Assessment with Bidirectional Transformers and Self-Attention-based Bi-GRU Networks,"
Proceedings of IEEE International Conference on Multimedia Big Data (BigMM 2022),
pp. 133-137, Naples, Italy, Dec. 5-7, 2022.
Ruo-Hao Lu, Jun-Jie Ou, Ying-Hsuan Wang, Jia-Xin Lin, Shih-Hsuan Yang*, and Jenq-Haur Wang, "Communication, Computing, and Security Technology for Smart Manufacturing,"
Accepted and to appear in Proceedings of the 19th International Conference on Automation Technology (Automation 2022), Kaohsiung, Taiwan, Nov. 11-13, 2022.
Jenq-Haur Wang* and Po-Hung Lin,
"Modeling Implicit User Relations with Information Propagation Graph for User Influence Prediction,"
Proceedings of the 30th Wireless and Optical Communications Conference (WOCC 2021),
Big Data and Machine Learning Symposium,
Taipei, Taiwan, Oct. 7-8, 2021. (hybrid)
(WOCC 2021 FET Best Paper Award)
Jenq-Haur Wang* and Hsin-Wen Liu,
"Combining News Content with Deep Learning Models for Stock Trend Prediction,"
the 35th Annual Conference of the Japanese Society for Artificial Intelligence (JSAI 2021),
Jun. 8-11, 2021. (online)
Jenq Haur Wang* and Tri Wanda Septian,
"Combining Oversampling with Recurrent Neural Networks for Intrusion Detection,"
Proceedings of the 26th International Conference on Database Systems for Advanced Applications (DASFAA 2021) Workshops,
pp.305-320, Taipei, Taiwan, Apr. 11-14, 2021. (online)
(Springer, LNCS 12680)
Jenq-Haur Wang*, Hung-Hsuan Wang, and Long Wang*,
"Dependency Parsing of Financial News to Improve Sentiment Analysis for Predicting Market Prices,"
Proceedings of the 2020 International Conference on Technologies and Applications of Artificial Intelligence (TAAI 2020),
pp. 1-7, Taipei, Taiwan, Dec. 3-5, 2020.
(EI)
Chin-Wei Tien, Tse-Yung Huang, Ping Chun Chen, and Jenq-Haur Wang*,
"Automatic Device Identification and Anomaly Detection with Machine Learning Techniques in Smart Factories,"
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020),
pp. 3539-3544, Atlanta, USA, Dec. 10-13, 2020. (virtual)
(EI, IEEE)
Chin-Wei Tien, Tse-Yung Huang, Ping Chun Chen, and Jenq-Haur Wang*,
"Identifying Device Types for Anomaly Detection in IoT,"
Proceedings of the 3rd International Conference on Machine Learning for Networking (MLN 2020),
pp.337-348, Paris, France, Nov. 24-26, 2020. (virtual)
(LNCS 12629, Springer)
[DOI: https://doi.org/10.1007/978-3-030-70866-5_22]
Jenq-Haur Wang, Ting-Han Su, and Kuan-Ting Chen,
"Exploiting Multi-Document Term Extraction to Improve Named Entity Recognition for Major Concept Detection,"
Proceedings of the 2019 International Conference on Technologies and Applications of Artificial Intelligence (TAAI 2019),
Kaohsiung, Taiwan,
Nov. 21-23, 2019.
(EI, IEEE)
[DOI: 10.1109/TAAI48200.2019.8959902]
Xiong Luo, Zhijie He, Long Wang, Weiping Wang, Huansheng Ning, Jenq-Haur Wang, Wenbing Zhao,
"An Efficient Jaya Algorithm for Resource Allocation in the Cognitive-Radio-Networks-Aided Internet of Things,"
Proceedings of the 11th IEEE International Conference on Internet of Things (iThings 2018),
Halifax, Canada,
Jul. 30 - Aug. 3, 2018.
(EI, IEEE)
Jenq-Haur Wang* and Shiang Huang,
"Improving Sentiment Classification from High Volatility Financial News,"
Proceedings of the 33rd ACM SIGAPP Symposium on Applied Computing (SAC 2018),
pp.1790-1797,
Pau, France, Apr. 9-13, 2018.
[DOI: 10.1145/3167132.3167323]
Zewdie Mossie* and Jenq-Haur Wang,
"Social Network Hate Speech Detection for Amharic Language,"
Proceedings of the 4th International Conference on Natural Language Computing (NATL 2018),
pp. 41-55,
Dubai, UAE,
Apr. 28-29, 2018.
(ISBN: 978-1-921987-84-7)
[DOI: 10.5121/csit.2018.80604]
Noviyanti Tri Maretta Sagala* and Jenq-Haur Wang,
"A Comparative Study for Classification on Different Domain,"
Proceedings of the 10th International Conference on Machine Learning and Computing (ICMLC 2018),
pp.1-5, Macau, China, Feb. 26-28, 2018. (EI, ACM DL)
[ISBN: 978-1-4503-6353-2]
[DOI: 10.1145/3195106.3195129]
Yuan-Fu Liao, Yung-Hsiang Shawn Chang, Sing-Yue Wang, Jhih-Wei Chen, Sheng-Ming Wang, and Jenq-Haur Wang,
"A Progress Report of the Taiwan MAndarin Radio Speech Corpus Project,"
Proceedings of the 20th Conference of the Oriental Chapter of the International Coordinating Committee on Speech Databases and Speech I/O Systems and Assessment (O-COCOSDA 2017),
pp.63-68,
Seoul, Korea, Nov. 1-3, 2017.
[DOI: 10.1109/ICSDA.2017.8384450]
(EI)
Jenq-Haur Wang*, Yen-Sheng Chen, Jui-Wen Peng, and Ing-Yi Chen,
"Heterogeneous Resources Aggregation for Literature Usage Analysis in Academic Libraries,"
Proceedings of ACM/IEEE Joint Conference on Digital Libraries (JCDL 2017), pp.301-302,
Toronto, Canada, Jun. 19-23, 2017. (IEEE, ACM DL)
(Poster)
[DOI: 10.1109/JCDL.2017.7991600]
Jenq-Haur Wang* and Hao-Ying Liu,
"Discovering Reader's Emotions Triggered from News Articles,"
Proceedings of the 4th Multidisciplinary International Social Networks Conference (MISNC 2017),
Bangkok, Thailand, Jul. 17-19, 2017. (ACM ICPS)
[DOI: 10.1145/3092090.3092111]
Jenq-Haur Wang* and Ting-Wei Liu,
"Improving Sentiment Rating of Movie Review Comments for Recommendation,"
Proceedings of IEEE International Conference on Consumer Electronics Taiwan (ICCE-TW 2017), pp.435-436,
Taipei, Taiwan, Jun. 12-14, 2017. (EI, IEEE)
[DOI: 10.1109/ICCE-China.2017.7991181]
Sheng-Ming Wang*, Ling-Yi Chu, Jenq-Haur Wang, Yung-hsiang Shawn Chang, Yuan-Fu Liao, Hsueh-Ru Hong,
"An Interactive Learning System Incorporated Application to Educational Radio Station Website,"
Proceedings of IEEE International Conference on Consumer Electronics Taiwan (ICCE-TW 2017), pp. 433-434,
Taipei, Taiwan, Jun. 12-14, 2017. (EI, IEEE)
[DOI: 10.1109/ICCE-China.2017.7991180]
Yung-hsiang Shawn Chang*, Yuan-Fu Liao, Sheng-Ming Wang, Jenq-Haur Wang, Sing-Yue Wang, Jhih-Wei Chen, and You-Dian Chen,
"Development of a Large-Scale Mandarin Radio Speech Corpus,"
Proceedings of IEEE International Conference on Consumer Electronics Taiwan (ICCE-TW 2017), pp. 361-362,
Taipei, Taiwan, Jun. 12-14, 2017. (EI, IEEE)
[DOI: 10.1109/ICCE-China.2017.7991144]
Jenq-Haur Wang* and Jia-Zhi Lin,
"Improving Clustering Efficiency by SimHash-based K-Means Algorithm for Big Data Analytics,"
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016),
pp.1881-1888,
Washington D.C., USA, Dec. 5-8, 2016. (EI, IEEE)
[DOI: 10.1109/BigData.2016.7840807]
Jenq-Haur Wang*, Ting-Han Su, and Hao-Yin Liu, "Discovering Implicit Concepts in Popular TV Programs from Social Media,"
Proceedings of the 2015 Conference on Technologies and Applications of Artificial Intelligence (TAAI 2015),
International Track, pp. 541-545,
Tainan, Taiwan, Nov. 20-22, 2015. (EI, IEEE)
[DOI: 10.1109/TAAI.2015.7407068]
Jenq-Haur Wang* and Kuan-Ting Chen,
"Towards an Efficient Platform for Social Big Data Analytics,"
Proceedings of the 24th Wireless and Optical Communication Conference (WOCC 2015), Social Network Session,
Taipei, Taiwan, Oct. 23-24, 2015. (EI, IEEE)
Jenq-Haur Wang* and Yu-Hsin Liu,
"Feature Extraction for Product Advertising Reviews Identification in Social Media,"
Proceedings of the 4th ASE International Conference on Social Informatics,
Kaohsiung, Taiwan, Oct. 7-9, 2015. (EI, ACM ICPS)
[DOI Link]
Jenq-Haur Wang* and Yi-Hao Chen,
"A Distributed Hybrid Recommendation Framework to Address the New-User Cold-Start Problem,"
Proceedings of the 2015 IEEE International Conference on Cloud and Big Data Computing (CBDCom 2015),
pp.1686-1691, Beijing, China, Aug. 10-14, 2015.
(EI)
Chen-Tao Chuang, Kai-Hsiang Yang, Jenq-Haur Wang, and Yu-Li Lin*,
"Combining Query Terms Extension and Weight Correlative for Expert Finding,"
Proceedings of the 2014 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2014),
pp.323-326, Warsaw, Poland, Aug. 11-14, 2014.
[DOI link]
(EI)
Jenq-Haur Wang* and Hsin-Yang Wang, "Incremental Neural Network Construction for Text Classification,"
Proceedings of the IEEE International Symposium on Computer, Consumer and Control (IS3C 2014),
pp.970-973, Taichung, Taiwan, Jun. 10-12, 2014.
(EI, IEEE Computer)
[DOI link]
Jenq-Haur Wang* and Ting-Wei Ye, "Unsupervised Opinion Targets Expansion and Modification Relation Identification for Microblog Sentiment Analysis,"
Proceedings of the 5th International Conference on Social Informatics (SocInfo 2013),
pp.255-267, Kyoto, Japan, Nov. 25-27, 2013.
(LNCS 8238, Springer-Verlag, Acceptance rate: 24% (23/94))
[DOI link]
Han-Chih Liu and Jenq-Haur Wang*,
"Aggregating Opinions on Hot Topics from Microblog Responses,"
Proceedings of the Eighth Asia Information Retrieval Societies Conference (AIRS 2012),
pp. 447-456, Tianjin, China, Dec. 17-19, 2012.
(Poster, 10 pages; LNCS 7675, Springer-Verlag)
[DOI link]
Jenq-Haur Wang* and Meng-Han Shih,
"Relevant Term Suggestion based on Pseudo Relevance Feedback from Web Contexts,"
Proceedings of the 14th International Conference on Asia-Pacific Digital Libraries (ICADL 2012),
pp. 317-320, Taipei, Taiwan, Nov. 12-15, 2012.
(Short Paper; LNCS 7634, Springer-Verlag)
[DOI link]
Han-Chih Liu and Jenq-Haur Wang*,
"Social Influence Estimation for Short Texts in Plurk,"
Proceedings of the
2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012),
pp. 1012-1017, Istanbul, Turkey, Aug. 26-29, 2012.
(EI, IEEE Computer Press)
[DOI link]
Che Wun Chiou, Jim-Min Lin, Hung Wei Chang*, Wen-Yew Liang, Jenq-Haur Wang, and Yun-Chi Yeh,
"Self-checking Gaussian Normal Basis Multiplier using Multiplexer Approach,"
Proceedings of the Sixth International Conference on Genetic and Evolutionary Computing (ICGEC 2012),
pp.505-508, Kitakyushu, Japan, Aug. 25-28, 2012.
(EI, IEEE Press)
[DOI link]
Jenq-Haur Wang* and Jeng-Yuan Yang,
"Statistical Single-Document Summarization for Chinese News Articles,"
Proceedings of the 26th IEEE International Conference on Advanced Information Networking and Applications (AINA 2012)
pp.183-188, Fukuoka, Japan, Mar. 26-29, 2012.
(EI, IEEE Computer Press)
[DOI link]
Jenq-Haur Wang* and Chi-Ching Lee,
"Unsupervised Opinion Phrase Extraction and Rating in Chinese Blog Posts,"
Proceedings of the 3rd IEEE International Conference on Social Computing (SocialCom 2011),
pp. 820-823, Boston, USA, Oct. 9-11, 2011.
(Poster paper; EI, IEEE Computer Press)
[DOI link]
Jenq-Haur Wang*,
"Web-based Verification on the Representativeness of Terms Extracted from Single Short Documents,"
Proceeding of the
2011 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2011),
pp. 114-117, Lyon, France, Aug. 22-27, 2011.
(EI, IEEE Computer Press)
[DOI link]
Jenq-Haur Wang* and Ming-Sheng Lin,
"Using Inter-Comment Similarity for Comment Spam Detection in Chinese Blogs,"
Proceedings of the 2011 International Conference on Advances in Social Networks
Analysis and Mining (ASONAM 2011),
pp.189-194, Kaohsiung, Taiwan, Jul. 25-27, 2011.
(EI, IEEE press, Acceptance Rate: 25%)
[DOI link]
Jenq-Haur Wang*,
"Unsupervised Multilingual Concept Discovery from Daily Online News Extracts,"
Proceedings of the IEEE International
Conference on Intelligence and Security Informatics (ISI 2010),
pp. 132-134, Vancouver, Canada, May 23-26, 2010.
(EI, IEEE Press; Short Paper)
[DOI link]
Jenq-Haur Wang* and Hung-Chi Chang,
"Exploiting Sentence-Level Features for Near-Duplicate Document Detection,"
Proceedings of the Fifth Asia Information
Retrieval Symposium (AIRS 2009), pp. 205-217, Sapporo, Japan, Oct. 21-23, 2009.
(EI, Acceptance Rate: 22% (18/82); LNCS 5839, Springer-Verlag)
[DOI link]
Yi-Chun Wu*, Chuan-Ming Liu, and Jenq-Haur Wang, "Enhancing the Performance of Locating Data in Chord-based P2P Systems,"
Proceedings of the 2nd International Workshop on Peer-to-Peer Network Virtual Environments (P2PNVE 2008), in conjunction with IEEE ICPADS 2008,
pp. 841-846, Melbourne, Australia, Dec. 8-10, 2008.
(EI, IEEE Computer Press)
[DOI link]
Jenq-Haur Wang*, Hung-Chi Chang, and Jen-Hao Hsiao, "Protecting
Digital Library Collections with Collaborative Web Image Copy Detection,"
Proceedings of the 11th International
Conference on Asian Digital Libraries (ICADL 2008),
pp. 332-335, Bali, Indonesia, Dec. 2-5, 2008.
(EI, Short paper; LNCS 5362, Springer-Verlag)
[DOI link]
Jenq-Haur Wang*, Chun-Yi Tsai and Tzao-Lin Lee,
"DHCP Support for Secure Automatic Detection of Host Status,"
Proceedings of the 1st International Workshop on
Zero-Configuration Application Systems (ZCAS 2008)
in conjunction with IEEE ACSAC 2008, Hsinchu, Taiwan, Aug. 4-6, 2008.
(EI, IEEE Computer Press)
[DOI link]
Hung-Chi Chang and Jenq-Haur Wang*, "Organizing News Archives by Near-Duplicate Copy Detection in Digital Libraries,"
Proceedings of the 10th International Conference on Asian Digital Libraries (ICADL 2007),
pp.410-419, Hanoi, Vietnam, Dec. 10-13, 2007.
(EI, Acceptance Rate: 25.9% (40/154); LNCS 4822, Springer-Verlag)
(Best Paper Award)
[DOI link]
Chih-Yi Chiu*, Jenq-Haur Wang, and Hung-Chi Chang,
"Efficient Histogram-based Indexing for Video Copy Detection,"
Proceedings of the 3rd IEEE International Workshop on Multimedia Information Processing and Retrieval (IEEE MIPR 2007),
in conjunction with the 9th IEEE International Symposium on Multimedia (ISM 2007),
pp. 265-270, Taichung, Taiwan, Dec. 10-12, 2007.
(EI, IEEE Computer Press)
[DOI link]
(Cited by: 7)
Hung-Chi Chang, Jenq-Haur Wang*, and Chih-Yi Chiu, "Finding Event-Relevant Content from the Web Using a Near-Duplicate Detection Approach,"
Proceedings of the 2007 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2007), pp.291-294,
Silicon Valley, USA, Nov. 2-5, 2007.
(Short paper; EI, Acceptance Rate: 26%; IEEE Computer Press)
[DOI link]
(WI is a top 15 conference in AI/ML)
Jenq-Haur Wang* and Hung-Chi Chang, "Distributed Web Police: A Peer-to-Peer Approach to Collaborative
Copy Detection," Proceedings of the IEEE International Conference on
Intelligence and Security Informatics (ISI 2007), pp. 367-367,
New Brunswick, USA, May 23-24, 2007.
(Poster; EI, IEEE Computer Press)
[DOI link]
Jenq-Haur Wang*, Hung-Chi Chang, Chih-Yuan Lin, and Lee-Feng
Chien, "A Peer-to-Peer Approach to Collaborative Repository for Digital Libraries,"
Proceedings of the 9th International Conference on Asian Digital Libraries (ICADL 2006),
pp. 511-514, Kyoto, Japan, Nov. 27-30, 2006.
(Short Paper; EI, LNCS 4312, Springer-Verlag)
[DOI link]
Jen-Hao Hsiao*, Cheng-Hung Li, Chih-Yi Chiu, Jenq-Haur Wang, Chu-Song Chen,
and Lee-Feng Chien, "Effective Content Tracking for Digital Rights
Management in Digital Libraries,"
Proceedings of the 10th European Conference on Research and Advanced Technology for Digital
Libraries (ECDL 2006), pp. 415-425, Alicante, Spain, Sep. 17-22, 2006.
(EI, LNCS 4172, Springer-Verlag)
[DOI link]
Jen-Hao Hsiao*, Jenq-Haur Wang, Ming-Syan Chen, Chu-Song Chen,
and Lee-Feng Chien, "Constructing a Wrapper-based
DRM System for Digital Content Protection in Digital Libraries,"
Proceedings of the 8th International Conference on Asian Digital Libraries (ICADL 2005),
pp. 375-379, Bangkok, Thailand, Dec. 12-15, 2005.
(Short Paper
; EI, LNCS 3815, Springer-Verlag)
[DOI link]
Derming Juang, Jenq-Haur Wang*, Chen-Yu Lai, Ching-Chun Hsieh, Lee-Feng Chien, and Jan-Ming Ho,
"Resolving the Unencoded Character Problem for Chinese Digital Libraries,"
Proceedings of the 5th ACM/IEEE Joint Conference on Digital Libraries (JCDL 2005),
pp. 311-319, Denver, USA, Jun. 7-11, 2005.
(EI, Acceptance Rate: 31%, ACM Press)
[DOI link]
(Cited by: 10)
Pu-Jen Cheng*, Jei-Wen Teng, Ruei-Cheng Chen, Jenq-Haur Wang, Wen-Hsiang Lu, and Lee-Feng Chien,
"Translating Unknown Queries with Web Corpora for Cross-Language Information Retrieval,"
Proceedings of the 27th Annual International ACM SIGIR Conference on
Research and Development in Information Retrieval (SIGIR 2004),
pp. 146-153, Sheffield, UK, Jul. 25-29, 2004.
(EI, Acceptance Rate: 21%, ACM Press)
[DOI link]
(Cited by: 32)
Jenq-Haur Wang*, Chien-Chung Huang, Jei-Wen Teng, and Lee-Feng Chien,
"Generating Concept Hierarchies from Text for Intelligence Analysis,"
Proceedings of the 2nd Symposium on Intelligence and Security Informatics (ISI 2004),
pp. 100-113, Tucson, USA, Jun. 10-11, 2004.
(LNCS 3073, Springer Verlag)
[DOI link]
([OpenURL link])
Jenq-Haur Wang*, Jei-Wen Teng, Pu-Jen Cheng, Wen-Hsiang Lu, and Lee-Feng Chien,
"Translating Unknown Cross-Lingual Queries in Digital Libraries Using a Web-based Approach,"
Proceedings of the 4th ACM/IEEE Joint Conference on Digital Libraries (JCDL 2004),
pp. 108-116, Tucson, USA, Jun. 7-11, 2004.
(EI, Acceptance Rate: 30%, ACM Press)
[DOI link]
(Cited by: 19)
Jenq-Haur Wang*, Jei-Wen Teng, and Wen-Hsiang Lu,
"Bilingual Thesaurus Construction for Cross-Language Information Retrieval,"
Proceedings of the 2nd International Conference on Digital Archive Technologies (ICDAT 2004),
pp. 187-197, Taipei, Taiwan, Mar. 18-19, 2004.
Wen-Hsiang Lu, Jenq-Haur Wang*, and Lee-Feng Chien,
"Towards Web Mining of Query Translations for Cross-Language Information Retrieval in Digital Libraries,"
Proceedings of the 6th International Conference of Asian Digital Libraries (ICADL 2003),
pp. 86-99, Kuala Lumpur, Malaysia, Dec. 8-11, 2003.
(LNCS 2911, Springer-Verlag)
[DOI link]
([OpenURL link])
Kai-Hsiang Yang, Jenq-Haur Wang*, Chi-Chien Pan, and Tzao-Lin Lee,
"Peer-to-Peer Support for Distributed Mail Transfer Mechanism,"
Proceedings of Design, Analysis, and Simulation of Distributed Systems 2003
(DASD 2003),
pp. 19-24, Orlando, USA, Mar. 30-Apr. 03, 2003.
Jenq-Haur Wang* and Tzao-Lin Lee, "Peer-to-Peer Support for File Transfer and Caching Mechanism,"
Proceedings of the 3rd IEEE Pacific-Rim Conference on Multimedia
(PCM 2002),
pp. 944-951, Hsinchu, Taiwan, Dec. 16-18, 2002. (LNCS 2532, Springer-Verlag)
[DOI link]
([OpenURL link])
Jenq-Haur Wang* and Tzao-Lin Lee, "Enhanced Intranet Management
in a DHCP-enabled Environment,"
Proceedings of the 26th Annual International Computer Software and
Applications Conference (COMPSAC 2002),
pp. 893-898, Oxford, England, Aug. 26-29, 2002. (EI, IEEE Computer Press)
Jenq-Haur Wang* and Tzao-Lin Lee, "An Enhanced DHCP-based
Infrastructure for Intranet Management,"
Proceedings of the 3rd International Conference on Internet Computing
(IC 2002), Vol. 2, pp. 342-347, Las Vegas, USA, Jun. 24-27, 2002.
(EI, Acceptance Rate: 25%)
Jenq-Haur Wang* and Tzao-Lin Lee, "DHCP Enhancements for
MAC-Layer User Authentication and Access Control,"
Proceedings of the 9th IEEE International Conference on Telecommunications
(ICT 2002), Vol. 3, pp. 312-316, Beijing, China, Jun. 23-26, 2002. (EI)
Jenq-Haur Wang* and Tzao-Lin Lee, "Extending DHCP with MAC-layer User
Authentication," Proceedings of the First International Workshop on Software Engineering
and Multimedia Applications (SEMA '99) in conjunction with the 11th
International Conference on Systems Research, Informatics and Cybernetics
(InterSymp 1999), pp. 151-155, Baden-Baden, Germany, Aug. 3-5, 1999.
Jenq-Haur Wang*, Tzao-Lin Lee, and Hsi-Hui Lin, "Remote Host
Configuration Protocol: Configuring a Remote Host in a User-Friendly
Manner," Proceedings of the 14th International Conference on Advanced
Science and Technology (ICAST '98), pp. 303-314, Illinois, U.S.A.,
Apr. 3-5, 1998.
Jenq-Haur Wang* and Kuan-Ting Chen,
"Aggregating User-Centric and Post-Centric Sentiments from Social Media for Topical Stance Prediction,"
Proceedings of the 33rd Conference on Computational Linguistics and Speech Processing (ROCLING 2021),
pp.226-235, Taoyuan, Taiwan, Oct. 15-16, 2021. (ACL anthology)
Kuan Hsun Chou, Yen-Tsang Wu, and Jenq-Haur Wang,
"Combining Dependency Parser and GNN models for Text Classification,"
Proceedings of the 32nd Conference on Computational Linguistics and Speech Processing (ROCLING 2020),
pp.50-58, Taipei, Taiwan, Sep. 24-26, 2020. (ACL anthology)
Hsin-Wen Liu and Jenq-Haur Wang,
"Combining Hybrid Attention Networks and LSTM for Stock Trend Prediction,"
Proceedings of the 32nd Conference on Computational Linguistics and Speech Processing (ROCLING 2020),
pp.304-318, Taipei, Taiwan, Sep. 24-26, 2020. (ACL anthology)
Chin-Wei Huang and Jenq-Haur Wang,
"Rumor Detection using Deep Neural Networks with Multimodal Feature Fusion,"
Proceedings of the 2019 International Conference on Technologies and Applications of Artificial Intelligence (TAAI 2019),
Kaohsiung, Taiwan,
Nov. 21-23, 2019.
Chia-Hsin Lu and Jenq-Haur Wang,
"Document Retrieval based on Neural Network and Document Concept Graph,"
Proceedings of the 31st Conference on Computational Linguistics and Speech Processing (ROCLING 2019),
pp.25-34, New Taipei City, Taiwan, Oct. 3-5, 2019. (ACL anthology)
Zheng-Xuan Wu and Jenq-Haur Wang,
"Multilingual Machine Reading Comprehension based on BERT Model,"
Proceedings of the 31st Conference on Computational Linguistics and Speech Processing (ROCLING 2019),
pp.47-61, New Taipei City, Taiwan, Oct. 3-5, 2019. (ACL anthology)
I-Huan Weng and Jenq-Haur Wang,
"Stance Detection of Social Network Users by Combining LDA and SVM,"
Proceedings of the 31st Conference on Computational Linguistics and Speech Processing (ROCLING 2019),
pp.92-101, New Taipei City, Taiwan, Oct. 3-5, 2019. (ACL anthology)
Jenq-Haur Wang and Shi-Xiang Ma,
"Android Malware Detection based on Radial Basis Function Networks,"
Proceedings of the 25th Taiwan Academic Network Conference (TANET 2019),
Kaohsiung, Taiwan, Sep. 25-27, 2019.
Jenq-Haur Wang, Ting-Wei Liu, Xiong Luo, and Long Wang,
"An LSTM Approach to Short Text Sentiment Classification with Word Embeddings,"
Proceedings of the 30th annual Conference on Computational Linguistics and Speech Processing (ROCLING 2018),
pp.214-223, Hsinchu, Taiwan, Oct. 4-5, 2018. (ACL anthology)
Jenq-Haur Wang, Zhe-Ping Shen, Kuan-Ting Chen, Ting-Wei Liu, Xiong Luo and Long Wang,
"An Interactive Approach to Big Data Analytics for Guiding Crime Scene Investigation,"
Proceedings of the 14th Workshop on Wireless, Ad Hoc, and Sensor Networks (WASN 2018), Taoyuan, Taiwan, Aug. 26-27, 2018.
Ting-Wei Liu* and Jenq-Haur Wang, "Social Website Sentiment Analysis based on Recurrent Neural Networks,"
Proceedings of the Symposium on Digital Life Technologies (DLT 2017),
Special Session on Deep Learning Technologies and Applications,
Chia-Yi, Taiwan, Jun. 24-25, 2017. (in Chinese)
Jenq-Haur Wang* and Ting-Wei Ye, "Microblog Sentiment Analysis based on Opinion Target Modifying Relation,"
Proceedings of the 25th Conference on Computational Linguistics and Speech Processing (ROCLING 2013),
pp.168-182, Kaohsiung, Taiwan, Oct. 4-5, 2013. (in Chinese)
(ACL anthology)
Jenq-Haur Wang* and Hung-Chi Chang, "Collaborative Content Protection through Peer-to-Peer Copy Detection," Proceedings of the 17th Information Security Conference (ISC 2007), pp. 735-745, Chiayi, Taiwan, Jun. 7-8, 2007.
Jenq-Haur Wang*,
"Social Network Analysis for E-mail Filtering,"
Proceedings of the 6th Cyberspace Conference,
pp. 69-78, Taoyuan, Taiwan, Oct. 15, 2004.
Jenq-Haur Wang*,
"Anti-Spam E-mail Filtering through Concept Extraction and Web Mining,"
Proceedings of the 1st Workshop on Intelligent Web Technologies (IWT 2004),
pp. 90-95, Taipei, Taiwan, Sep. 2, 2004.
Jenq-Haur Wang* and Lee-Feng Chien,
"Toward Automated E-mail Filtering - An Investigation of Commercial and Academic Approaches,"
Proceedings of TANET 2003,
pp. 687-692, Taipei, Taiwan, Oct. 29-31, 2003. [GZipped PDF]
專章著作
Jenq-Haur Wang and Hsin-Wen Liu, "A Deep Fusion Model Combining News Content and Historical Prices for Stock Trend Prediction," In Advances in Artificial Intelligence, JSAI 2021. Advances in Intelligent Systems and Computing, Vol. 1423, pp.13-26, Springer, Cham, Feb. 2022. [DOI: https://doi.org/10.1007/978-3-030-96451-1_2] (ISBN: 978-3-030-96451-1)
Jenq-Haur Wang, Chien-Wen Wu, amnd Yo-Ping Huang,
"Big Data," Chapter 4, Industry 4.0: Theory and Practice, Chuan Hwa Book Co., Ltd., Jul. 2016. (in Chinese)
(ISBN: 978-986-463-174-2)
Ching-Ming Tien, Shih-Hsuan Yang, Chao-Hsien Lee, and Jenq-Haur Wang,
"System and Method for Establishing Connection between the Set-Top Box and a Protable Electronic Device,"
MitraStar Technology Corporation,
Taiwan Patent I643495, 2018/12 - 2036/06.
學位論文
博士論文: 無線網路環境下混合式對等網路架構及管理機制之研究, 國立臺灣大學資訊工程學研究所, Jun. 2002.
(in English)
Combining Transformers and Tree-based Decoders for Solving Math Word Problems,
9th Special Session on Intelligent Data Mining, The 2023 IEEE International Conference on Big Data (IEEE BigData 2023),
Sorrento, Italy, Dec. 16, 2023.
Dot-Product Similarity based Centroid Clustering for Popular Topic Detection,
8th Special Session on Intelligent Data Mining, The 2022 IEEE International Conference on Big Data (IEEE BigData 2022),
Osaka, Japan, Dec. 17, 2022.
Multimodal Content Veracity Assessment with Bidirectional Transformers and Self-Attention-based Bi-GRU Networks,
Session BMMv5, IEEE International Conference on Multimedia Big Data (BigMM 2022),
Naples, Italy, Dec. 7, 2022. (online)
Modeling Implicit User Relations with Information Propagation Graph for User Influence Prediction,
Session B-4: Big Data and Machine Learning Symposium,
The 30th Wireless and Optical Communications Conference (WOCC 2021),
Taipei, Taiwan, Oct. 8, 2021.
Combining News Content with Deep Learning Models for Stock Trend Prediction,
Session: Machine Learning 1/5, International Track,
The 35th Annual Conference of the Japanese Society for Artificial Intelligence (JSAI 2021),
Jun. 9, 2021. (online)
Combining Oversampling with Recurrent Neural Networks for Intrusion Detection,
The 6th International Workshop on Mobile Data Management, Mining, and Computing on Social Network (MobiSocial), DASFAA 2021,
Apr. 11, 2021. (online)
Automatic Device Identification and Anomaly Detection with Machine Learning Techniques in Smart Factories, IoTDA 2020, in conjunction with IEEE BigData 2020, Dec. 13, 2020. (online)
Dependency Parsing of Financial News to Improve Sentiment Analysis for Predicting Market Prices, International Session A1: Natural Language Processing I, TAAI 2020, Dec. 3, 2020.
Identifying Device Types for Anomaly Detection in IoT, Session 5, MLN 2020, Nov. 26, 2020. (online)
Exploiting Multi-Document Term Extraction to Improve Named Entity Recognition for Major Concept Detection, International Session E1, TAAI 2019, Nov. 22, 2019.
Improving Sentiment Classification from High Volatility Financial News,
SAC 2018, 2018.
A Comparative Study for Classification on Different Domain,
ICMLC 2018, 2018.
Discovering Reader's Emotions Triggered from News Articles,
Data Analysis and Science Seession II, MISNC 2017, Jul. 19, 2017.
Heterogeneous Resources Aggregation for Literature Usage Analysis in Academic Libraries,
Minute Madness, and Poster Session, JCDL 2017, Jun. 20, 2017.
Improving Clustering Efficiency by SimHash-based K-Means Algorithm for Big Data Analytics,
Special Session: Intelligent Data Mining, IEEE BigData 2016, Dec. 6, 2016.
[Keynote Speech] Research Opportunities in Big Data Analytics,
Keynote Speech, National Seminar on Information Technology Research (SRITI 2016), STMIK AKAKOM, Yogyakarta, Indonesia, Jul. 30, 2016.
Discovering Implicit Concepts in Popular Programs from Social Media,
Session ITS8: Applications, TAAI 2015, International Track, Nov. 22, 2015.
Towards an Efficient Platform for Social Big Data Analytics,
Session 8: Social Network, WOCC 2015, Oct. 24, 2015.
Feature Extraction for Product Advertising Reviews Identification in Social Media,
Session B3: Data Mining in Social Contexts, ASE SocialInformatics 2015, Oct. 7, 2015. (by Yu-Chen Ku)
A Distributed Hybrid Recommendation Framework to Address the New-User Cold-Start Problem,
Intelligent Information Mining and Management Session, SWC 2015, Aug. 10, 2015.
Incremental Neural Network Construction for Text Classification,
Session A5 (Computer-5), IS3C 2014, Jun. 11, 2014. (by Hsin-Yang)
Unsupervised Opinion Targets Expansion and Modification Relation Identification for Microblog Sentiment Analysis,
Session 2: Sentiment and Opinion Analysis, SocInfo 2013, Nov. 25, 2013.
[Invited Talk]: Social Media Mining for Trending Topic Analysis,
EITA-New Media 2013, Nov. 23-24, 2013.
Aggregating Opinions on Hot Topics from Microblog Responses,
Poster Session, AIRS 2012, Tianjin, China, Dec. 18, 2012.
Relevant Term Suggestion based on Pseudo Relevance Feedback from Web Contexts,
Paper Session 12: Retrieval and Browsing in Digital Library, ICADL 2012, Taipei, Taiwan, Nov. 14, 2012.
An Annotation Watermarking Approach to Image Tagging for Relevant Information Retrieval,
Session E1: Computer & Information Engineering Intelligent Computing and Application, ICETI 2012, Kaohsiung, Taiwan, Nov. 3, 2012.
Social Influence Estimation for Short Texts in Plurk,
Session 2: Dynamic social networks and applications, CSNA 2012, Istanbul, Turkey, Aug. 26, 2012. (video by Hans)
Statistical Single-Document Summarization for Chinese News Articles, Session W-FINA-S9: Multimedia Applications, FINA 2012, Fukuoka, Japan, Mar. 27, 2012.
Web-based Verification on the Representativeness of Terms Extracted from Single Short Documents, IWCSN 2011, Lyon, France, Aug. 22, 2011.
Using Inter-Comment Similarity for Comment Spam Detection in Chinese Blogs, Session E2, ASONAM 2011, Kaohsiung, Taiwan, Jul. 27, 2011.
Exploiting Sentence-Level Features for Near-Duplicate Document
Detection, Session: Web Search II, AIRS 2009, Sapporo, Japan, Oct. 23, 2009.
Enhancing the Performance of Locating Data in Chord-based P2P Systems,
Session 9B, ICPADS 2008, Melbourne, Australia, Dec. 10, 2008
Protecting Digital Library Collections with Collaborative Web Image Copy
Detection,
Session J: Scanning and Segmenting, ICADL 2008, Bali, Indonesia, Dec. 3, 2008.
Organizing News Archives by Near-Duplicate Copy Detection in Digital Libraries,
Session 5A, ICADL 2007, Hanoi, Vietnam, Dec. 13, 2007.
Finding Event-Relevant Content from the Web Using a Near-Duplicate Detection Approach,
Session 6B, WI 2007, Silicon Valley, USA, Nov. 4, 2007.
A Peer-to-Peer Approach to Collaborative Repository for Digital
Libraries, Poster Session, ICADL 2006, Kyoto, Japan, Nov. 27, 2006.
Generating Concept Hierarchies from Text for Intelligence Analysis,
Session A, ISI 2004, Tucson, USA, Jun. 10, 2004.
Translating Unknown Cross-Lingual Queries in Digital Libraries Using a Web-based Approach,
Session 3C, JCDL 2004, Tucson, USA, Jun. 8, 2004.
Bilingual Thesaurus Construction for Cross-Language Information Retrieval,
Technical Session 5, ICDAT 2004, Taipei, Taiwan, Mar. 19, 2004.
Image Annotation for Search Using Multilevel Semantics, Session 5b, ICADL 2003, Kuala Lumpur, Malaysia, Dec. 11, 2003.
Towards Web Mining of Query Translations for Cross-Language Information Retrieval in Digital Libraries, Session 3a, ICADL 2003, Kuala Lumpur, Malaysia, Dec. 10, 2003.
Extending DHCP with MAC-layer User Authentication, Session H, SEMA 1999, Baden-Baden Germany, Aug. 4, 1999.
Remote Host Configuration Protocol: Configuring a Remote Host in a User-Friendly Manner, Session 5A, ICAST 1998, Naperville, Illinois, USA, Apr. 5, 1998.
國內
以下報告是在國內的會議, 機構, 學校, 或公司所做的演講, 展示, 或訓練課程.
Aggregating User-Centric and Post-Centric Sentiments from Social Media for Topical Stance Prediction,
Session 4: entiment Analysis and Social Media,
The 33rd Conference on Computational Linguistics and Speech Processing (ROCLING 2021),
National Central University, Taoyuan, Taiwan, Oct. 16, 2021.
Multimodal Deep Learning for Rumor Detection,
Department of Computer Science, National Chengchi University,
May 21, 2020.
Multimodal Deep Learning for Rumor Detection,
Department of Electrical Engineering, National University of Kaohsiung,
May 6, 2020.
[Invited Talk] Word Embedding in Natural Language Processing, Technical Committee, Taiwanese Association for Digital Humanities (TADH), Sep. 19, 2019.
Android Malware Detection based on Radial Basis Function Networks,
TANET 2019,
Kaohsiung, Taiwan, Sep. 25-27, 2019.
[Invited Talk] Social Media Mining Using Word Embeddings,
TIGP (SNHCC) Seminar, Academia Sinica, (in English)
Sep. 27, 2017.
Text Collection and Analysis for Social Media,
College of Communication, National Chengchi University,
Aug. 24, 2017.
Invited Talk: Mining Topic-Relevant Implicit Concepts from Social Media,
Dept. CSIE, National Chi Nan University (NCNU), Dec. 25, 2015.
Invited Talk: Microblog Sentiment Analysis for Trend Detection and Opinion Mining, Dept. CSE, Yuan-Ze University (YZU), May 23, 2014.
Invited Talk: Microblog Sentiment Analysis for Trend Detection and Recommendation, Dept. LIAS, National Chengchi University (NCCU), May 5, 2014.
Invited Talk: Social Web Mining for Trend Analysis, Dept. CS, National Chengchi University (NCCU), Feb. 20, 2014.
Invited Talk: Social Web Mining for Trend Analysis and Recommendation, Graduate Institute of Biomedical Informatics, Taipei Medical University (TMU), Nov. 21, 2013. (in English)
Invited Talk: 資訊安全素養暨網路安全專題演講 Network and Information Security -- E-mail Spam, Phishing, and
Digital Rights Managements: Issues and Solutions, 彰化縣網中心,
永靖國小視聽教室, Nov. 16-17, 2006.
Mining the Web for Information Organization, NTPU, Sep. 27, 2006.
