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Publications
A. Refereed Papers
  • J.-W. Huang, C.-W. Chiang and J.-W. Chang, "Email Security Level Classification of Imbalanced Data Using Artificial Neural Network: The Real Case in a World-leading Enterprise," Engineering Applications of Artificial Intelligence, accepted, 2018. (SCI IF=2.819)link
  • J.-W. Huang, H.-S. Ma, C.-C. Chung, and Z.-J. Jian, "Unknown but Interesting Recommendation Using Social Penetration," Soft Computing, accepted, 2018. (SCI IF=2.367) link
  • P.-W. Soh, J.-W. Chang, and J.-W. Huang, "Adaptive Deep Learning-based Air Quality Prediction Model Using the Most Relevant Spatial- Temporal Relations," IEEE Access, Vol. 6, No. 1, pp. 38186-38199, 2018.(Dec) (SCI IF=3.244)link
  • B. P. Jaysawal, J.-W. Huang, "DMHUPS: Discovering Multiple High Utility Patterns Simultaneously," Knowledge and Information Systems, accepted, 2018. (SCI Impact factor: 2.004)link
  • S.-H. Fang, H.-H. Liao, Y.-X. Fei, K.-H. Chen,J.-W. Huang , Y.-D. Lu and Y. Tsao, "Transportation Modes Classification Using Sensors on Smartphones," Sensors , Vol. 16, No.8, pp. 1324, 2016.
  • J.-W. Huang, K.-Y. Chen, Y.-C. Chen, K.-N. Yang, I.-S. Hwang, and W.-C. Huang, "A Novel Spatial Tag Cloud Using Multi-Level Clustering," Journal of Information Science and Engineering, Vol. 30 , No. 3, pp. 687-700, May,2014. (SCI Impact Factor: 0.333)
  • Y.-H. Chu, J.-W. Huang, K.-T. Chuang, D.-N. Yang, and M.-S. Chen, "Density Conscious Subspace Clustering for High-Dimensional Data," IEEE Trans. on Knowledge and Data Engineering, Vol. 22, No. 1, pp. 16-30, January, 2010. (SCI Impact Factor: 1.847)
  • J.-W. Huang, C.-Y. Tseng, J.-C. Ou, and M.-S. Chen, "A General Model for Sequential Pattern Mining with a Progressive Database," IEEE Trans. on Knowledge and Data Engineering, Vol. 20, No. 9, pp. 1153-1167, September, 2008. (SCI Impact Factor: 2.236)
  • Y.-H. Wen, J.-W. Huang, and M.-S. Chen, "Hardware-Enhanced Association Rule Mining with Hashing and Pipelining," IEEE Trans. on Knowledge and Data Engineering, Vol. 20, No. 6, pp. 784-795, June, 2008. (SCI Impact Factor: 2.236)
  • J.-W. Huang, B.-R. Dai, and M.-S. Chen, "Twain: Two-End Association Miner with Precise Frequent Exhibition Periods," ACM Trans. on Knowledge Discovery from Data, Vol. 1, No. 2, Article 8, August, 2007. (Data Mining極重要期刊)
  • B.-R. Dai, J.-W. Huang, M.-Y. Yeh, and M.-S. Chen, "Adaptive Clustering for Multiple Evolving Streams," IEEE Trans. on Knowledge and Data Engineering, Vol. 18, No. 9, pp. 1166-1180, September 2006. (SCI Impact Factor: 2.063)

B. Conference papers

  • T.-H. Yang, H.-S. Ma and J.-W. Huang, "DNA: General Deterministic Network Adaptive Framework for Multi-Round Multi-Party Influence Maximization," The 2018 International Conference on Data Science and Advanced Analytics (DSAA'18), pp. , 2018. (Acceptance rate:%)
  • W.-C. Hsin, and J.-W. Huang, "Multi-dependent Latent Dirichlet Allocation," Proc. of Conference on Technologies and Applications of Artificial Intelligence (TAAI'17), pp. , Dec. 1-3, 2017.
  • C.-W. Yang, Bijay P. Jaysawal, and J.-W. Huang, "Subsequence Search Considering Duration and Relations of Events in Time Interval-based Events Sequences," The 2017 International Conference on Data Science and Advanced Analytics (DSAA'17), pp. , 2017.
  • P.-W. Soh, K.-H. Chen, J.-W. Huang and H.-J. Chu, "Spatial-temporal Pattern Analysis and Prediction of Air Quality in Taiwan," The 2017 International Conference on Ubi-Media Computing (UMedia 2017), pp. , Aug. 1-4, 2017.
  • W.-Y. Tseng, K.-H. Chen, and J.-W. Huang, "An Effective Object Recognition System by a Mobile Application," The 1st International Workshop on Multimedia and IoT: Networks, Systems and Applications (MIOT 2017), in conjunction with The 10th International Conference on Ubi-media Computing, pp. , Aug. 1-4, 2017.
  • T.-J. Wu, S.-H. Fang, Y.-B. Wu, C.-T. Wu, J.-W. Huang, and Y. Tsao, "A Study of Mobile Advertisement Recommendation Using Real Big Data From AdLocus," The 5th IEEE Global Conference on Consumer Electronics (GCCE 2016), Oct, 2016.
  • Y.-B. Wu, J.-W. Huang and Bijay P. Jaysawal, "Mining Positive and Negative Sequential Patterns in a Progressive Database," The 2016 International Conference on Ubi-Media Computing (UMedia'16), pp. , Aug. 15-17, 2016.
  • S.-H. Fang, H.-H. Liao, Y.-X. Fei, Y. Tsao and J.-W. Huang, "Transportation Modes Classification Using Sensors on Smartphones," International Conference on Applied System Innovation, May, 2016.
  • Y.-X. Fei, J.-Y. Chen, S.-H. Fang, Y. Tsao, J.-W. Huang and Bo-Wei Liang, "Advertisement-Click Prediction Based on Mobile Big Data from HyXen AdLocus," International Conference on Advanced Technology Innovation, Jun., 2016.
  • S.-Y. Ku, K.-H. Chen, J.-W. Huang and Y. Tsao, "Image Retrieval Using Color-Aware Tag on Progressive Image Search and Recommendation System," The 22nd International Conference on MultiMedia Modeling (MMM'16), pp., Jan. 04-06, 2016.
  • C.-C. Chang, C.-L. Chen, C.-W. Lin, J.-W. Huang and C.-S. Yang, "The Analysis of User Behavior and Relationship on Bulletin Board System," Proc. of Conference on Technologies and Applications of Artificial Intelligence (TAAI 2015), pp. , Nov. 20-22, 2015.
  • W.-C. Hsin, J.-Y. Shen, S.-C. Li, Y.-H. Ke, J.-W. Huang, "An Introduction to Framework of Security Event Capturing and Tracking", The 2015 International Conference on Ubi-Media Computing (UMedia'15), pp., Aug. 24-26, 2015.
  • C.-C. Chen, T.-Y. Chen, J.-W. Huang and M.-S. Chen, "Reducing Communication and Merging Overheads for Distributed Clustering Algorithms on the Cloud," International Conference on Cloud Computing and Big Data (CCBD'15), pp., Nov. 04-06, 2015. (Best paper nominated)
  • Y.-C. Chen, H.-S. Ma and J.-W. Huang, "Multi-state Open Opinion Model based on Positive and Negative Social Influences," The 2015 IEEE/ACM Advances in Social Networks Analysis and Mining (ASONAM 2015), pp., Aug. 25-28, 2015. (Acceptance rate:18.0%)
  • Y.-H. Ke, S.-C. Li, J.-W. Huang and F.-Y. Liu, "Reconstructing Dynamic Social Network by Choosing Local Maximum Degree Substitute," The 2015 IEEE/ACM Advances in Social Networks Analysis and Mining (ASONAM 2015), pp., Aug. 25-28, 2015.
  • K.-Y. Chen, B. P. Jaysawal J.-W. Huang, Y.-B. Wu, "Mining Frequent Time Interval-based Event with Duration Patterns from Temporal Database," The 2014 International Conference on Data Science and Advanced Analytics (DSAA'14), pp. , Oct. 30 - Nov. 01, 2014. (Acceptance rate:18.0%)
  • W.-Y. Tseng, K.-H. Chen, D. Gankhuu, J.-W. Huang, "On Predicting Dependent Earthquakes Using Spatial and Temporal Relations," Proc. of the 4th International Conference on Engineering and Applied Science (ICEAS'14),　pp. , July 22-24, 2014.
  • K.-H. Chen, C.-R. Wu, Y.-L. Yang, J.-W. Huang, T.-Y. Ho, "Efficient Building Identification Using Structural and Spatial Information on Mobile Devices," The 1st International Workshop on Mobile Multimedia Computing (MMC'14), joint with IEEE International Conference on Multimedia & Expo., pp. , July 14-18, 2014.
  • B. P. Jaysawal, J.-W. Huang, "Mining Frequent Progressive Usage Patterns across Multiple Mobile Broadcasting Channels," The 2nd International Workshop on Mobile Data Management, Mining, and Computing on Social Networks, joint with The 18th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'14), pp. , May. 13-16, 2014.
  • H.-S. Ma, J.-W. Huang, "CUT: Community Update and Tracking in Dynamic Social Networks," The 7th Workshop on Social Network Mining and Analysis (SNA-KDD'13) joint with the 19th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD'13), pp. 6:1--6:8 , Aug. 11-14, 2013.
  • Vincent S. Tseng, H.-Y. Kao, K.-T. Chuang, J.-W. Huang, Y.-F. Lin, B.-H. Lin, C. Fang, Y.-T. Tang, B.-H. Chen, S.-H. Huang and H.-S. Ma, "A Novel Framework for Integrated Database and Data Analytics Services on Health Insurance Data," Proc. of Conference on Medical Innovation and Computing Service (MICS'13), pp. , Aug. 3-4, 2013.
  • C.-H. Tai, J.-W. Huang, M.-H. Chung, "Privacy Preserving Frequent Pattern Mining on Multi-Cloud Environment," Proc. of International Symposium on Biometrics and Security Technologies (ISBAST'13), pp. , Jul. 2-5, 2013.
  • K.-N. Yang, W.-J. Hunag, J.-W. Huang, I.-S. Hwang, "Multi-level Interactive Tag Cloud Using Clustering Scheme," Proc. of Conference on Technologies and Applications of Artificial Intelligence (TAAI 2012), pp.232-237 , Nov. 16-18, 2012.
  • W.-H. Du, J.-W. Rau, J.-W. Huang, Y.-S. Chen, "Improving the Quality of Tags Using State Transition on Progressive Image Search and Recommendation System," Proc. of IEEE International Conference on Systems, Man, and Cybernetics (SMC'12), pp.3233-3238 , Oct. 14-17, 2012.
  • J.-L. Duan, Shashi Prasad, J.-W. Huang, "Discovering Unknown but Interesting Items in Personal Social Network," Proc. of the 16th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'12), pp. 145-156, May 29-Jun. 1, 2012.
  • J.-W. Huang, J.-W. Su and M.-S. Chen, "FISIP: A Distance and Correlation Preserving Transformation for Privacy Preserving Data Mining," Proc. of Conference on Technologies and Applications of Artificial Intelligence (TAAI 2011) (Best Paper Award), pp. 101-106, Nov. 11-13, 2011.
  • J.-W. Huang, C.-Y. Tseng, M.-C. Chen, and M.-S. Chen, "PISAR: Progressive Image Search and Recommendation System by Auto-interpretation and User Behavior," Proc. of IEEE International Conference on Systems, Man, and Cybernetics (SMC'11), pp. 1442-1447, Oct. 9-12, 2011. 
  • Y.-H. Hong, J.-W. Huang, and M.-S. Chen, "GroupBuyer: A Personalized Group Buying Event Recommender System Using Social Information Filtering," 2011 International Workshop on Behavior Informatics (BI 2011) joint with the 15th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'11), May 24, 2011. 
  • J.-W. Huang, S.-C. Lin and M.-S. Chen, "DPSP: Distributed Progressive Sequential Pattern Mining on the Cloud,'' Proc. of the 14th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'10), pp. 27-34, Jun. 21-24, 2010. 
  • B. Alexe, M. Gubanov, M. A. Hernandez, H. Ho, J.-W. Huang, Y. Katsis, L. Popa, B. Saha, and I. Stanoi, "Simplifying Information Integration: Object-Based Flow-of-Mappings Framework for Integration," Proc. of the 2nd International Workshop on Business Intelligence for the Real Time Enterprise (BIRTE 2008) in conjunction with the VLDB 2008 , Aug. 24, 2008 .
  • C.-Y. Tseng, J.-W. Huang, and M.-S. Chen, "ProMail: Using Progressive Email Social Network for Spam Detection," Proc. of the 11th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'07), pp. 833-840, May 22-25, 2007 .
  • J.-W. Huang, C.-Y. Tseng, J.-C. Ou, and M.-S. Chen, "On Progressive Sequential Pattern Mining," Proc. of the ACM 15th International Conference on Information and Knowledge Management (CIKM'06), pp. 850-851, Nov. 6-11, 2006 .
  • Y.-H. Chu, J.-W. Huang, K.-T. Chuang, and M.-S. Chen, "On Subspace Clustering with Density Consciousness," Proc. of the ACM 15th International Conference on Information and Knowledge Management (CIKM'06), pp. 804-805, Nov. 6-11, 2006 .
  • H.-P. Hung, J.-W. Huang, J.-L. Huang and M.-S. Chen, "Scheduling Dependent Items in Data Broadcasting Environment," Proc. of ACM Symposium on Applied Computing (SAC'06), Bourgogne University, Dijon, France, pp. 1177-1181, Apr. 23-27, 2006. 
  • B.-R. Dai, J.-W. Huang, M.-Y. Yeh, and M.-S. Chen, "Clustering on Demand for Multiple Data Streams," Proc. of the Fourth IEEE International Conference on Data Mining (ICDM'04), pp. 367-370, Brighton, UK, Nov. 1-4, 2004.

C. Book Chapter

  • Y.-H. Hong, J.-W. Huang, and M.-S. Chen, "P-SERS: Personalized Social Event Recommender System," Behavior Computing: Modeling, Analysis, Mining and Decision, Springer, 2012.
  • Bogdan Alexe, Michael Gubanov, Mauricio A. Hernandez, Howard Ho, J.-W. Huang, Yannis Katsis, Lucian Popa, Barna Saha and Ioana Stanoi, "Simplifying Information Integration: Object-Based Flow-of-Mappings Framework for Integration," Business Intelligence for the Real Time Enterprise, Springer, pp. 108-121, August 2009.

D. Domestic Papers

  • J.-Y. Shen, H.-S. Ma, Z.-J. Jian, W.-C. Hsin, W.-B. Wu, J.-W. Huang, X.-Y. Yeh, "識別線上社群網路之Top-k重要影響者," Proc. of Conference on Technologies and Applications of Artificial Intelligence (TAAI 2014), Nov. 21-23, 2014.
  • C.-Y. Lin, G. L. Liu, J.-W. Huang, I.-S. Hwang"利用GPS 車載資訊於雲端即時路況系統," Proc. of Conference on Technologies and Applications of Artificial Intelligence (TAAI 2012), Nov. 16-18, 2012.

E. Others

  • J.-W. Huang, M.-S. Chen, "雲端運算環境上的資料叢集分析 (Clustering on the Cloud)," 《台灣雲報》, 十月號, 2012.
  • J.-W. Huang, "漸進式資料庫與漸進式循序樣式探勘演算法之研發," 《工程科技通訊》, 121期, 2012.
  • J.-W. Huang, "淺談雲端計算," 元智大學電子報, 672期, 2011.
 

 
 
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