Mingjie Tang

Content

2017:

• In-memory Distributed Matrix Computation Processing and Optimization [code]
  Yongyang Yu, Mingjie Tang, Walid Aref, Qutaibah Malluhi, Mostafa Abbas and Mourad Ouzzani
  in 33rd IEEE International Conference on Data Engineering (ICDE) 2017

2016:

• In-memory Distributed Spatial Query Processing and Optimization [pdf] [code]
  Mingjie Tang, Yongyang Yu, Walid G. Aref, Qutaibah Malluhi, and Mourad Ouzzani
  in Purdue techincal report
• Efficient Parallel Skyline Query Processing for High-Dimensional Data [pdf]
  Mingjie Tang,Yongyang Yu, Walid G. Aref, Qutaibah Malluhi, and Mourad Ouzzani
  in Purdue technical report
• Cruncher: Distributed In-Memory Processing for Location-Based Services [Demo]
  Ahmed S. Abdelhamid, Mingjie Tang, Ahmed M. Aly, Ahmed R. Mahmood, Walid G. Aref,Saleh Basalamah
  in 32nd IEEE International Conference on Data Engineering(ICDE'16)

2015:

• Efficient Processing of Hamming-Distance-Based Similarity-Search Queries Over MapReduce [pdf] [ppt] [code]
  Mingjie Tang, Yongyang Yu, Walid G. Aref, Qutaibah Malluhi, and Mourad Ouzzani
  in 18th International Conference on Extending Database Technology (EDBT) 2015
• Approving Updates in Collaborative Databases [pdf]
  Khaleel Mershad, Qutaibah Malluhi, Mourad Ouzzani, Mingjie Tang and Walid G. Aref
  in IEEE International Conference on Cloud Engineering (IC2E) 2015

2014:

• The Similarity-aware Relational Intersect Database Operator  [pdf]
  Wadha J. Al Marri, Qutaibah Malluhi, Mourad Ouzzani, Mingjie Tang and Walid G. Aref
  in 7th International Conference on Similarity Search and Applications (SISAP)2014. Best Paper Award.
  full version in Information Systems 2015

• Similarity Group-by Operators for Multi-dimensional Relational Data  [pdf]
  Mingjie Tang, Ruby Y. Tahboub, Walid G. Aref, Mikhail Atallah, Qutaibah Malluhi, Mourad Ouzzani, Yasin. Siva .
  in IEEE Transactions on Knowledge and Data Engineering(TKDE) 2015  

2013:

• On Order-independent Semantics of Similarity Group-By [pdf][arXiv] 
  Mingjie Tang,Ruby Y. Tahboub,Walid G. Aref, Qutaibah Marwan Malluhi, Mourad Ouzzani.
  in Purdue Tech Report(09/2013)

• Bird Flu Outbreak Prediction via Satellite Tracking [pdf]
  YuanChun Zhou, Mingjie Tang,Weike Pan,Jinyan Li, Weihang Wang, Jing Shao, Liang Wu, Jianhui Li, Qiang Yang, BaoPing Yan
  in IEEE Intelligent Systems(IS)(2013)

2012:

• Graphical models for protein function and structure predictions. [pdf]
  Mingjie Tang*, Kean Ming Tan*, Xin Lu Tan, Lee Sael, Meghana Chitale, Juan Esquivel-Rodriguez, & Daisuke Kihara (* equal contribution)
  in Handbook of Biological Knowledge Discovery, Mourad Elloumi & Albert Y. Zomaya(eds.), Wiley, (2012)

2010:

• Exploring the Wild bird's Role as Potential Vector for H5N1 transmission by Clustering and Association Analysis, [pdf]
  Mingjie Tang, YuanChun Zhou, Weihang Wang ,Peng Cui, Jinyan Li, Yuan- Sheng Hou, BaoPing Yan
  in Knowledge and Information Systems. KAIS
• Survey on End-system Performance Aware Transport Protocols, [pdf]
  Weihang Wang, Yongmao Ren, Mingjie Tang, Jun Li, Hualin Qian
  in Journal of Software
• PRESEE: A Parameter-free, Real-time and Scalable Time-series Stream Segmenting Algorithm, [pdf]
  Kaikuo Xu, Yexi Jiang, Mingjie Tang, Changan Yuan, Changjie Tan
  in Scientific World Journal 2013

• Birds Bring Flues? Mining Frequent and High Weighted Cliques from Birds Migration Networks [pdf]
  Mingjie Tang, Weihang Wang ,Yexi Jiang, YuanChun Zhou, Jinyan Li, Peng Cui,Ying Liu, BaoPing Yan
  in 15th the Database Systems for Advanced Applications (DASFAA2010)

2009:

• Characterization and Evaluation of End-system Performance Aware Transport Schemes for Fast Long-distance Optical Networks [pdf]
  Weihang Wang, Mingjie Tang, Yongmao Ren, and Jun Li
  in 9th International Conference on Networking (ICN 2010)
• Discovery of Migration Habitats and Routes of Wild Bird Species by Clustering and Association Analysis [pdf]
  Mingjie Tang, Weihang Wang , YuanChun Zhou, Yexi Jiang, Jinyan Li, Peng Cui, Yuan- Sheng Hou, BaoPing Yan,
  in 5th International Conference on Advanced Data Mining and Applications (ADMA 2009) Best Application Paper Award.
• Exploring the Spatial distribution of Bird Habitat with Cluster Analysis [pdf ]
  Mingjie Tang , YuanChun Zhou , Peng Cui, HaiTing Zhang, LiangL Hu , YuanSheng Hou,BaoPing Yan
  in 8th IEEE/ACIS International Conference on Computer and Information Science (ACIS-ICIS 2009)