| 2014 | WSC | Simulation based analytics for efficient planning and management in multimodal freight transportation industry. | Parijat Dube, Joo P. M. Gonalves, Shilpa Mahatma, Francisco Barahona, Milind R. Naphade, Mark Bedeman |
| 2013 | CHI | The dubuque electricity portal: evaluation of a city-scale residential electricity consumption feedback system. | Thomas Erickson, Ming Li, Younghun Kim, Ajay Deshpande, Sambit Sahu, Tian Chao, Piyawadee Sukaviriya, Milind R. Naphade |
| 2013 | KDD | Heat pump detection from coarse grained smart meter data with positive and unlabeled learning. | Hongliang Fei, Younghun Kim, Sambit Sahu, Milind R. Naphade, Sanjay K. Mamidipalli, John Hutchinson |
| 2012 | CHI | The dubuque water portal: evaluation of the uptake, use and impact of residential water consumption feedback. | Thomas Erickson, Mark Podlaseck, Sambit Sahu, Jing Dai, Tian Chao, Milind R. Naphade |
| 2011 | KDD | Activity analysis based on low sample rate smart meters. | Feng Chen, Jing Dai, Bingsheng Wang, Sambit Sahu, Milind R. Naphade, Chang-Tien Lu |
| 2007 | ICIP | A Greedy Performance Driven Algorithm for Decision Fusion Learning. | Dhiraj Joshi, Milind R. Naphade, Apostol Natsev |
| 2007 | ICIP | A Generalized Multiple Instance Learning Algorithm for Iterative Distillation and Cross-Granular Propagation of Video Annotations. | Feng Kang, Milind R. Naphade |
| 2006 | CVPR | Assessing the Filtering and Browsing Utility of Automatic Semantic Concepts for Multimedia Retrieval. | Michael G. Christel, Milind R. Naphade, Apostol Natsev, Jelena Tesic |
| 2006 | ICIP | A Generalized Multiple Instance Learning Algorithm with Multiple Selection Strategies for Cross Granular Learning. | Feng Kang, Milind R. Naphade |
| 2005 | CVPR | Visual Concepts for News Story Tracking: Analyzing and Exploiting the NIST TRECVID Video Annotation Experiment. | John R. Kender, Milind R. Naphade |
| 2005 | CVPR | Semi-Supervised Cross Feature Learning for Semantic Concept Detection in Videos. | Rong Yan, Milind R. Naphade |
| 2005 | ICASSP | A generalized multiple instance learning algorithm for large scale modeling of multimedia semantics. | Milind R. Naphade, John R. Smith |
| 2005 | ICIP | Co-training non-robust classifiers for video semantic concept detection. | Rong Yan, Milind R. Naphade |
| 2004 | ICASSP | Multimodal video search techniques: late fusion of speech-based retrieval and visual content-based retrieval. | Arnon Amir, Giridharan Iyengar, Ching-Yung Lin, Milind R. Naphade, Apostol Natsev, Chalapathy Neti, Harriet J. Nock, John R. Smith, Belle L. Tseng |
| 2004 | ICIP | Over-complete representation and fusion for semantic concept detection. | Apostol Natsev, Milind R. Naphade, John R. Smith |
| 2004 | KDD | Semantic representation: search and mining of multimedia content. | Apostol Natsev, Milind R. Naphade, John R. Smith |
| 2003 | ICIP | VideoAL: a novel end-to-end MPEG-7 video automatic labeling system. | Ching-Yung Lin, Belle L. Tseng, Milind R. Naphade, Apostol Natsev, John R. Smith |
| 2003 | ICIP | Exploring semantic dependencies for scalable concept detection. | Milind R. Naphade, Apostol Natsev, John R. Smith |
| 2003 | ICIP | Learning visual models of semantic concepts. | Milind R. Naphade, John R. Smith |
| 2003 | ICIP | Learning regional semantic concepts from incomplete annotation. | Milind R. Naphade, John R. Smith |
| 2003 | ICIP | Interactive search fusion methods for video database retrieval. | John R. Smith, Alejandro Jaimes, Ching-Yung Lin, Milind R. Naphade, Apostol Natsev, Belle L. Tseng |
| 2003 | ICIP | Normalized classifier fusion for semantic visual concept detection. | Belle L. Tseng, Ching-Yung Lin, Milind R. Naphade, Apostol Natsev, John R. Smith |
| 2003 | SIGIR | User-trainable video annotation using multimodal cues. | Ching-Yung Lin, Milind R. Naphade, Apostol Natsev, Chalapathy Neti, John R. Smith, Belle L. Tseng, Harriet J. Nock, W. H. Adams |
| 2002 | ICASSP | A statistical modeling approach to content based retrieval. | Sankar Basu, Milind R. Naphade, John R. Smith |
| 2002 | ICIP | Modeling semantic concepts to support query by keywords in video. | Milind R. Naphade, Sankar Basu, John R. Smith, Ching-Yung Lin, Belle L. Tseng |
| 2002 | ICIP | Discovering recurrent events in video using unsupervised methods. | Milind R. Naphade, Thomas S. Huang |
| 2002 | ICIP | Video texture indexing using spatio-temporal wavelets. | Milind R. Naphade, Ching-Yung Lin, John R. Smith |
| 2002 | ICIP | Interactive content-based retrieval of video. | John R. Smith, Sankar Basu, Ching-Yung Lin, Milind R. Naphade, Belle L. Tseng |
| 2002 | ICPR | A Statistical Modeling Approach to Content Based Video Retrieval. | Milind R. Naphade, Sankar Basu, John R. Smith, Ching-Yung Lin, Belle L. Tseng |
| 2001 | ICIP | Recognizing high-level audio-visual concepts using context. | Milind R. Naphade, Thomas S. Huang |
| 2001 | MMSP | Video retrieval and relevance feedback in the context of a post-integration model. | Roy Wang, Milind R. Naphade, Thomas S. Huang |
| 2000 | ICIP | Multimedia Understanding: Challenges in the New Millennium. | Milind R. Naphade, Thomas S. Huang |
| 2000 | ICIP | Inferring Semantic Concepts for Video Indexing and Retrieval. | Milind R. Naphade, Thomas S. Huang |
| 2000 | ICPR | Learning Sparse Multiple Cause Models. | Milind R. Naphade, Lawrence S. Chen, Thomas S. Huang, Brendan J. Frey |
| 2000 | ICPR | Semantic Video Indexing Using a Probabilistic Framework. | Milind R. Naphade, Thomas S. Huang |
| 1998 | ICIP | Probabalistic Multimedia Objects (Multijects): A Novel Approach to Video Indexing and Retrieval in Multimedia Systems. | Milind R. Naphade, Trausti T. Kristjansson, Brendan J. Frey, Thomas S. Huang |
| 1998 | ICIP | A High-Performance Shot Boundary Detection Algorithm using Multiple Cues. | Milind R. Naphade, Rajiv Mehrotra, A. Mfit Ferman, Jim Warnick, Thomas S. Huang, A. Murat Tekalp |