User and Domain-Driven Data Analytics

as a Service Framework

JOURNAL ARTICLES

 
  1. Shumo Chu and James Cheng, Triangle Listing in Massive Networks and Its Applications, ACM Transactions on Knowledge Discovery from Data (TKDD), 2012.

  2. Prashanth Suravajhala, and Vijayaraghava Seshadri Sundararajan, A Classification Scoring Schema to Validate Protein Interactors, Bioinformation; 8(1): 34-39, (BIOINFORMATION, 2012), Paper.

  3. Sivadon Chaisiri, Bu Sung Lee, and Dusit Niyato, Optimization of Resource Provisioning Cost in Cloud Computing, IEEE Transactions on Services Computing (IEEE TSC), vol. 5 no. 2, Apr.-Jun. 2012.

  4. Yu Shyang Tan, Bu-Sung Lee, Hui Ping Chak, Jiaqi Tan, Jiaming Li, Xiong Xiao and Eng Siong Chng, Hadoop Framework:Impact of Data Organization on Performance, Software: Practice and Experience Journal, Wiley Science, May 2011.

 

CONFERENCE ARTICLES

 
  1. Chee Seng Chong, Tianyou Zhang, Kee Khoon Lee, Bu-Sung Lee, and Gih Guang Hung. Collaborative Analytics with Genetic Programming for Workflow Recommendation. To appear in Proceedings of IEEE International Conference on Systems, Man, and Cybernetics Manchester, UK, 2013.

  2. Shanjiang Tang, Bu-Sung Lee, and Bingsheng He. MROrder: Flexible Job Ordering Optimization for Online MapReduce Workloads., To appear in Euro-Par 2013 : European Conference on Parallel Processing (Euro-Par 2013), 2013.

  3. Chonho Lee, Changbing Chen, Xia Yang, Bong Zoebir, Sivadon Chaisiri, and Bu-Sung Lee. A Workflow Framework for Big Data Analytics: Event Recognition in a Building., In Proceedings of IEEE 2013 7th International Workshop on Scientific Workflows: Advances in Workflows addressing the Big Data Challenge (SWF 2013), 2013.

  4. Shanjiang Tang, Bu-Sung Lee, and Bingsheng He. Speedup for Multi-Level Parallel Computing, Proceedings of 17th International Workshop on High-Level Parallel Programming Models And Supportive Environments (HIPS) In Combination With IPDPS'2012 (IPDPS Workshop 2012), 2012.

  5. James Cheng, Zechao Shang, Hong Cheng, Haixun Wang, and Jeffrey Xu Yu, KReach: Who is In Your Small World, Proceedings of the Very Large Database Endowment (PVLDB 2012), 2012.

  6. Jia Wang and James Cheng, Truss Decomposition in Massive Networks, Proceedings of the Very Large Database Endowment (PVLDB 2012), 2012.

  7. James Cheng, Linhong Zhu, Yiping Ke, and Shumo Chu, Fast Algorithms for Maximal Clique Enumeration with Limited Memory, the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (SIGKDD 2012), Aug. 12 to Aug. 16 2012.

  8. James Cheng, Yiping Ke, Shumo Chu, and Carter Cheng, Efficient Processing of Distance Queries in Large Graphs: A Vertex Cover Approach, Proceedings of the 2012 ACM SIGMOD International Conference on Management of Data (SIGMOD 2012), 20 May to 24 May 2012.

  9. Zhiqiang Xu, Yiping Ke, Yi Wang, Hong Cheng, and James Cheng, A Model-based Approach to Attributed Graph Clustering, Proceedings of the 2012 ACM SIGMOD International Conference on Management of Data (SIGMOD 2012), 20 May to 24 May 2012.

  10. Chee Seng Chong, Bong Zoebir, Alan Yu Shyang Tan, William-Chandra Tjhi, Tianyou Zhang, Kee Khoon Lee, Reuben Mingguang Li, Whye Loon Tung, and Bu Sung Lee, Collaborative Analytics for Predicting Expressway-Traffic Congestion, Proceedings of the 14th Annual International Conference on Electronic Commerce, (ICEC 2012), Aug. 7-8, 2012, Singapore.

  11. Sivadon Chaisiri, Bu Sung Lee, and Dusit Niyato, Profit Maximization Model for Cloud Provider Based on Windows Azure Platform, The 9th Annual International Conference Organized by Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON 2012), May 16 to May 18, 2012, Hua Hin, Thailand. The proceedings will be available in IEEE Xplore.

  12. Yu Shyang Tan, Bu-Sung Lee, Roy H. Campbell, and Bingsheng He, A Map-Reduce Based Framework for Heterogeneous Processing Element Cluster Environments, The 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid 2012), May 2012.

  13. Chun-Wei Seah, Ivor Wai-Hung Tsang, and Yew-Soon Ong. Healing Sample Selection Bias by Source Classifier Selection, The 11th IEEE International Conference on Data Mining (ICDM 2011), Dec. 11 to Dec. 14, 2011, Vancouver, Canada, Paper.

  14. Tuan Anh Doan, Jie Zhang, William Chandra Tjhi, and Bu Sung Lee, Analyzing Students’ Usage of E-Learning Systems in the Cloud for Course Management, The 19th International Conference on Computers in Education (ICCE 2011), Nov. 28 to Dec. 2, 2011, ChiangMai, Thailand, Paper.

  15. Shukai Li, and Ivor W. Tsang, Maximum Margin/Volume Outlier Detection, 23rd IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2011), Nov. 7 to Nov. 9, 2011, Boca Raton, Florida, USA, Paper, Best Paper Award .

  16. Sivadon Chaisiri, Rakpong Kaewpuang, Bu Sung Lee, and Dusit Niyato, Cost Minimization for Provisioning Virtual Servers in Amazon Elastic Compute Cloud, The 19th Annual Meeting of the IEEE International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS 2011), Jul. 25 to Jul. 27, 2011, Singapore, Best Paper Candidate, Abstract, Slides.

  17. Bo Chen, Wai Lam, Ivor Tsang, and Tak-Lam Wong, Location and Scatter Matching for Dataset Shift in Text Mining, 10th IEEE International Conference on Data Mining (ICDM 2010), Dec. 14 to Dec. 17, 2010, Sydney, Australia, Paper.

  18. Sivadon Chaisiri, Bu Sung Lee, and Dusit Niyato, Robust Cloud Resource Provisioning for Cloud Computing Environments, The IEEE International Conference on Service-Oriented Computing and Applications (SOCA’ 10), Dec. 13 to Dec. 15, 2010, Perth, Australia, Abstract, Slides.

  19. William-Chandra Tjhi, Tianyou Zhang, Kee Khoon Lee, Bu Sung Lee and Terence Hung, Mining Learning Experiment Database for Effective Data Characterization in Automatic Classifier Selection, Proceedings of the 7th Advanced Data Mining and Applications Conference Dec. 3 to Dec. 6 2011.

  20. Jie Zhang, William Chandra Tjhi, Bu Sung Lee, Kee Khoon Lee, Julita Vassileva, and Chee Kit Looi, A Framework of User-Driven Data Analytics in the Cloud for Course Management, The 18th International Conference on Computers in Education (ICCE 2010), Nov. 29 to Dec. 3, 2010, Putrajaya, Malaysia, Paper.

 

INVITED TALKS

 
  1. Assoc. Prof. Bu-Sung Lee and Dr. William Tjhi, Data Analytics in the Cloud: A framework perspective, Keynote address at the 4th International Conference on Bioinformatics and Biomedical Technology 2012, Singapore. Feb 2012.

  2. Prof. Julita Vassileva, Computer Science, The University of Saskatchewan, Canada, Social Learning: designing for personalization and participation. Abstract   Slides   Photo1   Photo2  (Dec. 08, 2010, 10am, SCE Meeting Room).

 

POSTERS/DEMOS

 
  1. Sivadon Chaisiri, Bong Zoebir, Chonho Lee, Bu Sung Lee, Punyapat Sessomboon, Tanakrit Saisillapee, and Tiranee Achalakul, Workflow Framework to Support Data Analytics in Cloud Computing. IEEE CloudCom 2012, Dec. 2012, Taiwan.

  2. Chonho Lee, Sivadon Chaisiri, Bong Zoebir, Changbing Chen, and Bu Sung Lee, A Demo Paper: An Analytic Workflow Framework for Green Campus. IEEE International Workshop on Scalable Computing for Big Data Analytics (SC-BDA 2012) in conjunction with ICPADS 2012, Dec. 17-19 , 2012, Nanyang Executive Centre, Singapore.

  3. Henry Kasim, Terence Hung Gih Guang, Li Xiaorong, William Chandra Tjhi, Lu Sifei and Wang Long, A Cloud-Based Workflow Management Solution for Collaborative Analytics the 9th International Conference on Service Oriented Computing (ICSOC 2011), Dec. 5-8, 2011.

  4. Optimizing Predictive Model Design through Transfer Learning and Collaborative Analytics: A case study in traffic jam prediction in PIE, Demo Workshop, Nov. 2011.

  5. Vijayaraghava Seshadri Sundararajan, Michael Li Qing An, Bu Sung Lee, Tat Thang, and Kanagasabai Rajaraman, Large Scale Semantic Data Integration and Analytics through Cloud: A Case Study in Bioinformatics. The Joint HPLS_IHPC Data Analytics Workshop: Beyond Awareness of Data Analytics, Apr. 19 , 2011, Infusion, Fusionopolis, Singapore, Abstract   Poster .

  6. Beyond Data Awareness, Collaborative Analytics module for RapidMiner. Demo Workshop, Apr. 2011.

  7. Tuan-Anh Doan, Jie Zhang, Vijayaraghava Seshadri Sundararajan, and Bu Sung Lee, Large Scale Log Data Analytics through Cloud: A Case Study in Education, The Joint HPLS . IHPC Data Analytics Workshop: Beyond Awareness of Data Analytics, Apr. 19, 2011, Abstract   Poster .

  8. Tat Thang, Michael Li, Bu Sung Lee, and Rajaraman Kanagasabai, Large Scale Semantic Data Integration and Analytics through Cloud: A Case Study in Bioinformatics. The 3rd Bifx Africa-India Joint Virtual Conference (BIFX 2011), Feb. 10 to Feb. 11, 2011, Abstract, Slides.

 

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