Jen-Wei Huang's Publications
                       
         




Awards
1.

2018/09/01 國立成功大學 106學年度教學優良教師
2.

2016/09/01 國立成功大學 104學年度教學優良教師
3.

2016/07/01 潘文淵考察研究獎

Conferences
1.

Z.-J. Jian, H.-S. Ma, and J.-W. Huang, "CLOSE Local Community Detection by LOcal Structure Expansion in a Complex Network," Proc. of Conference on Technologies and Applications of Artificial Intelligence (TAAI'19), pp. , Nov. 21-23, 2019.
2.

I.-C. Lin, J.-W. Huang and K.-H. Chen, "Improving the Vocabulary Learning by Personalized Proficiency," The 2019 International Conference on Ubi-Media Computing (Ubi-Media 2019), pp. , Aug. 6-9, 2019.
3.

S.-H. Tai, H.-S. Ma, C.-K. Chou and J.-W. Huang, "Social Influence Prediction by a Community-based Convolutional Neural Network," The 33rd Annual Conference of the Japanese Society for Artificial Intelligence (JSAI 2019), pp. , Jun. 4-7, 2019.
4.

C.-L. Lee, C.-E. Sung, H.-S. Ma, and J.-W. Huang, "IDR: Positive Influence Maximization and Negative Influence Minimization under Competitive Linear Threshold Model," International Workshop on Mobile Data Management, Mining, and Computing on Social Networks (MobiSocial 2019) in conjunction with the 20th IEEE Conference on Mobile Data Management (MDM 2019), pp. , Jun. 10-13, 2019.
5.

H.-Y. Wang, J.-W. Chang, and J.-W. Huang, "User Intention-based Document Summarization on Heterogeneous Sentence Networks," 24th International Conference on Database Systems for Advanced Applications (DASFAA 2019), pp. , Apr. 22-25, 2019.
6.

Edo Zezario, J.-W. Huang, Xugang Lu, Yu Tsao, H.-T. Hwang, H.-M. Wang, "Deep Denoising Autoencoder-based Post Filtering for Speech Enhancement," Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC 2018), pp. , Nov. 12-15, 2018.
7.

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. 273-282 , Oct. 1-4, 2018. (Acceptance rate:%)
8.

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. 154-159, Dec. 1-3, 2017.
9.

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. 293-302, Oct. 19-21, 2017. (Acceptance rate:25.0%)
10.

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 (Ubi-Media 2017), pp. , Aug. 1-4, 2017.
11.

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.
12.

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
13.

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 (Ubi-Media 2016), pp. , Aug. 15-17, 2016.
14.

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
15.

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
16.

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. 162-173, Jan. 04-06, 2016.
17.

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. 381-387, Nov. 20-22, 2015
18.

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)
19.

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. 170-177, Aug. 25-28, 2015. (Full paper acceptance rate:18.0%)
20.

S.-C. Li, Y.-H. Ke, F.-Y. Liu and J.-W. Huang, "Reconstructing Dynamic Social Network by Choosing Local Maximum Degree Substitute," The 2015 IEEE/ACM Advances in Social Networks Analysis and Mining (ASONAM 2015), pp. 1604-1605, Aug. 25-28, 2015.
21.

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. 339-343, Aug. 24-26, 2015.
22.

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. 548-554, Oct. 30 - Nov. 01, 2014. (Acceptance rate:18.0%)
23.

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), July 22-24, 2014.
24.

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. 1-5, July 14-18, 2014.
25.

Bijay 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. 149-155, May. 13-16, 2014.
26.

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.
27.

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), Aug. 3-4, 2013.
28.

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. 235-240, Jul. 2-5, 2013.
29.

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.
30.

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.
31.

J.-L. Duan, Shashi Prasad, J.-W. Huang, "Discovering Unknown But Interesting Items on 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.
32.

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), pp. 101-106, Nov. 11-13, 2011. (Best Paper Award)
33.

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.
34.

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.
35.

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.
36.

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
37.

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
38.

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
39.

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
40.

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.
41.

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.


Journals
1.

J.-W. Huang, B. P. Jaysawal, K.-Y. Chen, and Y.-B. Wu, "Mining Frequent and Top-K High Utility Time Interval-based Events with Duration Patterns," Knowledge and Information Systems, online available, 2019. (SCI IF=2.247) http://link.springer.com/article/10.1007/s10115-019-01333-6 link
2.

J.-W. Huang, Y.-B. Wu and B. P. Jaysawal , "On Mining Progressive Positive and Negative Sequential Patterns Simultaneously," Journal of Information Science and Engineering, accepted, 2018. (SCI IF=0.327)
3.

J.-W. Huang, H.-S. Ma, C.-C. Chung, and Z.-J. Jian, "Unknown but Interesting Recommendation Using Social Penetration," Soft Computing, Vol. 23, Issue 16, pp 7249–7262, 2019(August). (SCI IF=2.367) https://doi.org/10.1007/s00500-018-3371-y link
4.

W.-Y. Tseng, K.-H. Chen, and J.-W. Huang, "Crowdsourced Object-labeling Based on a Game-based Mobile Application," Multimedia Tools and Applications, Vol. 78, Issue 13, pp 18137–18168, 2019(July). (SCI IF=1.541) http://link.springer.com/article/10.1007/s11042-018-6944-y link
5.

B. P. Jaysawal, J.-W. Huang, "DMHUPS: Discovering Multiple High Utility Patterns Simultaneously," Knowledge and Information Systems, Vol. 59, Issue 2, pp 337–359, 2019(May). (SCI Impact factor: 2.247) link
6.

B. P. Jaysawal, and J.-W. Huang, "PSP-AMS: Progressive mining of Sequential Patterns Across Multiple Streams," ACM Transactions on Knowledge Discovery from Data, Vol. 13 Issue 1, Article No. 5, 2019(January). (SCI IF=1.489)
7.

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, Vol. 75, pp. 11-21, 2018. (SCI IF=2.819) link
8.

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(December). (SCI IF=3.244) link
9.

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. (SCI Impact factor: 2.677)
10.

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, 2014(May). (SCI Impact factor: 0.468)
11.

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, 2010(January). (SCI Impact factor:3.438)
12.

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, 2008(September). (SCI Impact factor:3.438)
13.

Y.-H. Wen, J.-W. Huang, and M.-S. Chen, "Hardware-Enhanced Association Rule Mining with Hashing and Pipeling," IEEE Trans. on Knowledge and Data Engineering, Vol. 20, No. 6, pp. 784-795, 2008(June). (SCI Impact factor:3.438)
14.

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, 2007(August). (SCI Impact factor:1.895)
15.

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, 2006(September). (SCI Impact factor:3.438)

Book / Chapters
1.

J.-W. Huang(黃仁暐), and Y.-L. Tu(涂益郎), "和AI做朋友-從0開始學AI(教材&教案)," Ministry of Education, Taiwan (教育部), August, 2019. link
2.

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, April, 2012.
3.

Bogdan Alexe, Michael Gubanov, Mauricio A. Hernandez, Howard Ho, Jen-Wei Huang, Yannis Katsis, Lucian Popa, Barna Saha and Ioana Stanoi, "Simplifying Information Integration: Object-Based Flow-of-Mappings Framework for Integration," Invited paper in the book Business Intelligence for the Real Time Enterprise, Springer, pp. 108-121, August 2009.


Domestic Papers
1.

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.
2.

C.-Y. Lin, G. L. Liu, I.-S. Hwang, J.-W. Huang, "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.


Others
1.

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》, 九月號, 2012.
2.

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.
3.

J.-W. Huang, "淺談雲端計算," 元智大學電子報, 672期, Oct. 4, 2011.




Copyright 2003~. Jen-Wei Huang. All rights reserved. Since 2003/01/01. Second version 2004/11/19