people

Rong Duan

Duan, Rong
rm#D5-3A06 200 Laurel Ave
Middletown, NJ

Subject matter expert in Statistical learning and Data Mining methods for Business Intellegence, Marketing Decision Analysis, Intelligent information systems, Big Data Analytics, and Information Quality and Assurance., Data Integration and Data quality assessment

Technical Documents

Data Quality for Temporal Streams
Divesh Srivastava, Tamraparni Dasu, Rong Duan
IEEE Data Engineering Bulletin,  2016.  [PDF]  [BIB]

IEEE Copyright

Semi-Supervised Learning in Inferring Mobile Device Locations
Rong Duan, Olivia Hong, Guang Ma
Quality and Reliability Engineering International (QREI),  2014.  [PDF]  [BIB]

Wiley Copyright

Adjusted KNN Model in Small Area User Density Estimation with Poor Signal Strength
Rong Duan, Guang Ma
Proceeding of the 23rd Wireless and Optical Communication Conference(WOCC 2014) May 9-10 2014, NJI,  2014.  [PDF]  [BIB]

IEEE Copyright

Activation Detection on fMRI time series using Hidden Markov Model
Rong Duan, Hong Man
Advances in Artificial Neural Systems ,  2012.  [PDF]  [BIB]

A Data Mining Framework for Product and Service Migration Analysis
Siu Au, Rong Duan, Wei Jiang
Annals of Operations Research ,  2011.  [PDF]  [BIB]

Annals of Operations Research  Copyright

A Framework of Irregularity Enlightenment for Data Pre-processing in Time Series Data Mining
Siu Au, Rong Duan, Siamak Hesar, Wei Jiang
2008.  [PDF]  [BIB]

Data Quality Assessment via Robust Clustering
Rong Duan, Siu Au, Wei Jiang
2007.  [PDF]  [BIB]

Mining Data Irregularities in Time Series
Siu Au, Rong Duan, Wei Jiang
2006.  [PDF]  [BIB]

Publications

Time Series Mining for Enterprise Customer Product Migration Analysis
Tom Au, Rong Duan, Wei Jiang
Proceedings of 2009 INFORMS International Conference on Service Science,  2009.  [BIB]

Adaptive SAR ATR in likelihood space
Rong Duan, Rong Duan, Rong Duan Adaptive SAR ATR in likelihood space Proceedings of SPIE Algorithms for Synthetic Aperture Radar Imagery XII 5808 294-305  Adaptive_SAR.xml  (0k)

Mining Cause-Effect Relationship for Customer Migration Analysis,submitted
Tom Au, Rong Duan, Wei Jiang
Journal of Quality and Reliability Engineering International,  2009.  [BIB]

Robust Adjusted Likelihood Function for Image Analysis
Rong Duan, Rong Duan, Rong Duan Robust Adjusted Likelihood Function for Image Analysis Proceedings of the 35th IEEE Applied Image Pattern Recognition Workshop 29  DBLP_conf_aipr_DuanJM06.xml  (0k)

Data Mining Framework for product and service migration analysis,submitted
Tom Au, Rong Duan, Wei Jiang
Annals of Operations Research,  2009.  [BIB]

Semi-Supervised Image Classification in Likelihood Space
Rong Duan, Rong Duan, Rong Duan SemiSupervised Image Classification in Likelihood Space Proceedings of the IEEE International Conference on Image Processing 957-960  DBLP_conf_icip_DuanJM06.xml  (0k)

A Framework of Irregularity Enlightenment for Data Pre-processing in Time Series Data Mining
Tom Au, Rong Duan, Siamak G. Hesarand Wei Jiang
Annals of Operations Research,  2008.  [BIB]

Rotation invariant texture classification using directional

filter bank and support vector machine
Hong Man, Hong Man, Hong Man Rotation invariant texture classification using directional filter bank and support vector machine Proceedings of the IEEE International Conference on Image Processing 1545-1548  DBLP_conf_icip_ManCD04.xml  (0k)

Data Quality Assessment via Robust Clustering
Rong Duan, Wei Jiang, Tom Au
Proceedings of INFORMS Artificial Intellegence & Data Mining Workshop,  2007.  [BIB]

Rotation invariant texture classification based on a directional

filter bank
Rong Duan, Rong Duan, Rong Duan Rotation invariant texture classification based on a directional filter bank Proceedings of the IEEE International Conference on Multimedia and Expo 1291-1294  DBLP_conf_icmcs_DuanMC04.xml  (0k)

Semi-Supervised Image Classification in Likelihood Space
Rong Duan, Wei Jiang, Hong Man
Proceedings of the IEEE International Conference on Image Processing,  pp 957-960,  2006.  [BIB]

DMining Data Irregularities in Time Series
Tom Au, Tom Au, Tom Au DMining Data Irregularities in Time Series Proceedings of INFORMS Artificial Intellegence Data Mining Workshop  Data_Irregularity.xml  (0k)

Robust Adjusted Likelihood Function for Image Analysis
Rong Duan, Wei Jiang, Hong Man
Proceedings of the 35th IEEE Applied Image Pattern Recognition Workshop,  pp 29,  2006.  [BIB]

Data Quality Assessment via Robust Clustering
Rong Duan, Rong Duan, Rong Duan Data Quality Assessment via Robust Clustering Proceedings of INFORMS Artificial Intellegence Data Mining Workshop  Data_Quality.xml  (0k)

DMining Data Irregularities in Time Series
Tom Au, Rong Duan, Wei Jiang
Proceedings of INFORMS Artificial Intellegence & Data Mining Workshop,  2006.  [BIB]

Moment Features in Directional Subband Domain for Rotation
Hong Man, Hong Man Moment Features in Directional Subband Domain for Rotation Proceedings of the 7th IEEE International Workshop on Multimedia Signal Processing 1-4  Directional_subband.xml  (0k)

Moment Features in Directional Subband Domain for Rotation
Hong Man, Rong Duan
Proceedings of the 7th IEEE International Workshop on Multimedia Signal Processing,  pp 1-4,  2005.  [BIB]

Time Series Mining for Enterprise Customer Product Migration Analysis
Tom Au, Tom Au, Tom Au Time Series Mining for Enterprise Customer Product Migration Analysis Proceedings of 2009 INFORMS International Conference on Service Science  Migration1.xml  (0k)

Adaptive SAR ATR in likelihood space
Rong Duan, Ling Chen, Hong Man
Proceedings of SPIE Algorithms for Synthetic Aperture Radar Imagery XII,  v5808,  pp 294-305,  2005.  [BIB]

Data Mining Framework for product and service migration analysis,submitted
Tom Au, Tom Au, Tom Au Data Mining Framework for product and service migration analysissubmitted Annals of Operations Research  Migration2.xml  (0k)

Activation Detection on fMRI Time Series Using Hidden Markov Model
Rong Duan, Hong Man, Wei Jiang, Wen-Q Liu
Proceedings of the 2nd International IEEE EMBS Special Topic Conference on Neural Engineering,  pp 510-513,  2005.  [BIB]

Mining Cause-Effect Relationship for Customer Migration Analysis,submitted
Tom Au, Tom Au, Tom Au Mining CauseEffect Relationship for Customer Migration Analysissubmitted Journal of Quality and Reliability Engineering International  Migration3.xml  (0k)

Rotation invariant texture classification using directional filter bank and support vector machine
Hong Man, Ling Chen, Rong Duan
Proceedings of the IEEE International Conference on Image Processing,  pp 1545-1548,  2004.  [BIB]

A Framework of Irregularity Enlightenment for Data Pre-processing in Time Series Data Mining
Tom Au, Tom Au, Tom Au A Framework of Irregularity Enlightenment for Data Preprocessing in Time Series Data Mining Annals of Operations Research  Time_Series_Decom.xml  (0k)

Rotation invariant texture classification based on a directional filter bank
Rong Duan, Hong Man, Ling Chen
Proceedings of the IEEE International Conference on Multimedia and Expo,  pp 1291-1294,  2004.  [BIB]

Activation Detection on fMRI Time Series Using Hidden Markov Model
Rong Duan, Rong Duan, Rong Duan, Rong Duan Activation Detection on fMRI Time Series Using Hidden Markov Model Proceedings of the 2nd International IEEE EMBS Special Topic Conference on Neural Engineering 510-513  fMRI.xml  (0k)


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