Milind R. Naphade

Publication Activity (10 Years)

Years Active: 1998-2014
Publications (10 Years): 0

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Water Consumption

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Publications

Parijat Dube, João P. M. Gonçalves, Shilpa Mahatma, Francisco Barahona, Milind R. Naphade, Mark Bedeman
Simulation based analytics for efficient planning and management in multimodal freight transportation industry. WSC (2014)
Thomas Erickson, Ming Li, Younghun Kim, Ajay Deshpande, Sambit Sahu, Tian Chao, Piyawadee Sukaviriya, Milind R. Naphade
The dubuque electricity portal: evaluation of a city-scale residential electricity consumption feedback system. CHI (2013)
Hongliang Fei, Younghun Kim, Sambit Sahu, Milind R. Naphade, Sanjay K. Mamidipalli, John Hutchinson
Heat pump detection from coarse grained smart meter data with positive and unlabeled learning. KDD (2013)
Thomas Erickson, Mark Podlaseck, Sambit Sahu, Jing Dai, Tian Chao, Milind R. Naphade
The dubuque water portal: evaluation of the uptake, use and impact of residential water consumption feedback. CHI (2012)
Jing Dai, Ming Li, Sambit Sahu, Milind R. Naphade, Feng Chen
Multi-granular demand forecasting in SmarterWater. UbiComp (2011)
Milind R. Naphade, Guruduth Banavar, Colin Harrison, Jurij R. Paraszczak, Robert J. T. Morris
Smarter Cities and Their Innovation Challenges. Computer 44 (6) (2011)
Feng Chen, Jing Dai, Bingsheng Wang, Sambit Sahu, Milind R. Naphade, Chang-Tien Lu
Activity analysis based on low sample rate smart meters. KDD (2011)
KwangSoo Yang, Shashi Shekhar, Jing Dai, Sambit Sahu, Milind R. Naphade
Smarter Water Management: A Challenge for Spatio-Temporal Network Databases. SSTD (2011)
Ming Li, Jing Dai, Sambit Sahu, Milind R. Naphade
Trip analyzer through smartphone apps. GIS (2011)
Jing Dai, Feng Chen, Sambit Sahu, Milind R. Naphade
Regional behavior change detection via local spatial scan. GIS (2010)
Qihong Shao, Anshul Sheopuri, Milind R. Naphade, Chitra Dorai, Daniel Johnson, Jane Hoffman
Ranking Mortgage Origination Applications Using Customer, Product, Environment and Workflow Attributes. IEEE CLOUD (2009)
Dhiraj Joshi, Milind R. Naphade, Apostol Natsev
A Greedy Performance Driven Algorithm for Decision Fusion Learning. ICIP (6) (2007)
Dhiraj Joshi, Milind R. Naphade, Apostol Natsev
Semantics reinforcement and fusion learning for multimedia streams. CIVR (2007)
Alexander Haubold, Milind R. Naphade
Classification of video events using 4-dimensional time-compressed motion features. CIVR (2007)
Feng Kang, Milind R. Naphade
A Generalized Multiple Instance Learning Algorithm for Iterative Distillation and Cross-Granular Propagation of Video Annotations. ICIP (2) (2007)
John R. Kender, Milind R. Naphade
Video News Shot Labeling Refinement via Shot Rhythm Models. ICME (2006)
Feng Kang, Milind R. Naphade
A Generalized Multiple Instance Learning Algorithm with Multiple Selection Strategies for Cross Granular Learning. ICIP (2006)
Alexander Haubold, Apostol Natsev, Milind R. Naphade
Semantic Multimedia Retrieval using Lexical Query Expansion and Model-Based Reranking. ICME (2006)
Milind R. Naphade, John R. Smith, Jelena Tesic, Shih-Fu Chang, Winston H. Hsu, Lyndon S. Kennedy, Alexander G. Hauptmann, Jon Curtis
Large-Scale Concept Ontology for Multimedia. IEEE Multim. 13 (3) (2006)
Murray Campbell, Alexander Haubold, Shahram Ebadollahi, Dhiraj Joshi, Milind R. Naphade, Apostol Natsev, Joachim Seidl, John R. Smith, Katya Scheinberg, Jelena Tesic, Lexing Xie
IBM Research TRECVID-2006 Video Retrieval System. TRECVID (2006)
Michael G. Christel, Milind R. Naphade, Apostol Natsev, Jelena Tesic
Assessing the Filtering and Browsing Utility of Automatic Semantic Concepts for Multimedia Retrieval. CVPR Workshops (2006)
John R. Smith, Milind R. Naphade, Apostol Natsev, Jelena Tesic
Multimedia Research Challenges for Industry. CIVR (2005)
Rong Yan, Milind R. Naphade
Co-training non-robust classifiers for video semantic concept detection. ICIP (1) (2005)
Apostol Natsev, Milind R. Naphade, Jelena Tesic
Learning the semantics of multimedia queries and concepts from a small number of examples. ACM Multimedia (2005)
Milind R. Naphade, John R. Smith
A generalized multiple instance learning algorithm for large scale modeling of multimedia semantics. ICASSP (5) (2005)
John R. Kender, Milind R. Naphade
Ontology Design for Video Semantic Threads. ICME (2005)
Rong Yan, Milind R. Naphade
Semi-Supervised Cross Feature Learning for Semantic Concept Detection in Videos. CVPR (1) (2005)
Arnon Amir, Janne Argillander, Murray Campbell, Alexander Haubold, Giridharan Iyengar, Shahram Ebadollahi, Feng Kang, Milind R. Naphade, Apostol Natsev, John R. Smith, Jelena Tesic, Timo Volkmer
IBM Research TRECVID-2005 Video Retrieval System. TRECVID (2005)
John R. Kender, Milind R. Naphade
Visual Concepts for News Story Tracking: Analyzing and Exploiting the NIST TRECVID Video Annotation Experiment. CVPR (1) (2005)
Rong Yan, Milind R. Naphade
Multi-Modal Video Concept Extraction Using Co-Training. ICME (2005)
Arnon Amir, Giridharan Iyengar, Ching-Yung Lin, Milind R. Naphade, Apostol Natsev, Chalapathy Neti, Harriet J. Nock, John R. Smith, Belle L. Tseng
Multimodal video search techniques: late fusion of speech-based retrieval and visual content-based retrieval. ICASSP (3) (2004)
John R. Smith, Ching-Yung Lin, Milind R. Naphade, Apostol Natsev, Belle L. Tseng
Validity-weighted model vector-based retrieval of video. Storage and Retrieval Methods and Applications for Multimedia (2004)
Arnon Amir, Sankar Basu, Giridharan Iyengar, Ching-Yung Lin, Milind R. Naphade, John R. Smith, Savitha Srinivasan, Belle L. Tseng
A multi-modal system for the retrieval of semantic video events. Comput. Vis. Image Underst. 96 (2) (2004)
Milind R. Naphade, John R. Smith
On the detection of semantic concepts at TRECVID. ACM Multimedia (2004)
Milind R. Naphade, Apostol Natsev, Ching-Yung Lin, John R. Smith
Multi-granular detection of regional semantic concepts. ICME (2004)
Milind R. Naphade
On supervision and statistical learning for semantic multimedia analysis. J. Vis. Commun. Image Represent. 15 (3) (2004)
Milind R. Naphade, John R. Smith
Active learning for simultaneous annotation of multiple binary semantic concepts. ICME (2004)
Apostol Natsev, Milind R. Naphade, John R. Smith
Over-complete representation and fusion for semantic concept detection. ICIP (2004)
Apostol Natsev, Milind R. Naphade, John R. Smith
Semantic representation: search and mining of multimedia content. KDD (2004)
Arnon Amir, Janne Argillander, Marco Berg, Shih-Fu Chang, Martin Franz, Winston H. Hsu, Giridharan Iyengar, John R. Kender, Lyndon S. Kennedy, Ching-Yung Lin, Milind R. Naphade, Apostol Natsev, John R. Smith, Jelena Tesic, Gang Wu, Rong Yan, Donqing Zhang
IBM Research TRECVID 2004 Video Retrieval System. TRECVID (2004)
Ching-Yung Lin, Belle L. Tseng, Milind R. Naphade, Apostol Natsev, John R. Smith
MPEG-7 video automatic labeling system. ACM Multimedia (2003)
John R. Smith, Milind R. Naphade, Apostol Natsev
Multimedia semantic indexing using model vectors. ICME (2003)
Belle L. Tseng, Ching-Yung Lin, Milind R. Naphade, Apostol Natsev, John R. Smith
Normalized classifier fusion for semantic visual concept detection. ICIP (2) (2003)
Chung-Sheng Li, Charu C. Aggarwal, Murray Campbell, Yuan-Chi Chang, Gregory Glass, Vijay S. Iyengar, Mahesh Joshi, Ching-Yung Lin, Milind R. Naphade, John R. Smith, Belle L. Tseng, Min Wang, Kun-Lung Wu, Philip S. Yu
Epi-SPIRE: a system for environmental and public health activity monitoring. ICME (2003)
Milind R. Naphade, Apostol Natsev, John R. Smith
Exploring semantic dependencies for scalable concept detection. ICIP (3) (2003)
Milind R. Naphade, John R. Smith
A Hybrid Framework for Detecting the Semantics of Concepts and Context. CIVR (2003)
Milind R. Naphade, John R. Smith
Role of classifiers in multimedia content management. Storage and Retrieval for Media Databases (2003)
John R. Smith, Alejandro Jaimes, Ching-Yung Lin, Milind R. Naphade, Apostol Natsev, Belle L. Tseng
Interactive search fusion methods for video database retrieval. ICIP (1) (2003)
W. H. Adams, Giridharan Iyengar, Ching-Yung Lin, Milind R. Naphade, Chalapathy Neti, Harriet J. Nock, John R. Smith
Semantic Indexing of Multimedia Content Using Visual, Audio, and Text Cues. EURASIP J. Adv. Signal Process. 2003 (2) (2003)
Milind R. Naphade, John R. Smith
Learning visual models of semantic concepts. ICIP (2) (2003)
Ching-Yung Lin, Milind R. Naphade, Apostol Natsev, Chalapathy Neti, John R. Smith, Belle L. Tseng, Harriet J. Nock, W. H. Adams
User-trainable video annotation using multimodal cues. SIGIR (2003)
Ching-Yung Lin, Belle L. Tseng, Milind R. Naphade, Apostol Natsev, John R. Smith
VideoAL: a novel end-to-end MPEG-7 video automatic labeling system. ICIP (3) (2003)
Arnon Amir, Marco Berg, Shih-Fu Chang, Winston H. Hsu, Giridharan Iyengar, Ching-Yung Lin, Milind R. Naphade, Apostol Natsev, Chalapathy Neti, Harriet J. Nock, John R. Smith, Belle L. Tseng, Yi Wu, Donqing Zhang
IBM Research TRECVID-2003 Video Retrieval System. TRECVID (2003)
Milind R. Naphade, John R. Smith
Learning regional semantic concepts from incomplete annotation. ICIP (2) (2003)
Milind R. Naphade, Ching-Yung Lin, Apostol Natsev, Belle L. Tseng, John R. Smith
A framework for moderate vocabulary semantic visual concept detection. ICME (2003)
Alejandro Jaimes, Milind R. Naphade, Harriet J. Nock, John R. Smith, Belle L. Tseng
Context-enhanced video understanding. Storage and Retrieval for Media Databases (2003)
Milind R. Naphade, Ching-Yung Lin, John R. Smith
Learning semantic multimedia representations from a small set of examples. ICME (2) (2002)
Milind R. Naphade, Thomas S. Huang
Discovering recurrent events in video using unsupervised methods. ICIP (2) (2002)
Milind R. Naphade, Ching-Yung Lin, John R. Smith, Belle L. Tseng, Sankar Basu
Learning to annotate video databases. Storage and Retrieval for Media Databases (2002)
John R. Smith, Sankar Basu, Ching-Yung Lin, Milind R. Naphade, Belle L. Tseng
Interactive content-based retrieval of video. ICIP (1) (2002)
Milind R. Naphade, Thomas S. Huang
Extracting semantics from audio-visual content: the final frontier in multimedia retrieval. IEEE Trans. Neural Networks 13 (4) (2002)
Milind R. Naphade, Sankar Basu, John R. Smith, Ching-Yung Lin, Belle L. Tseng
Modeling semantic concepts to support query by keywords in video. ICIP (1) (2002)
Milind R. Naphade, Ching-Yung Lin, John R. Smith
Video texture indexing using spatio-temporal wavelets. ICIP (2) (2002)
Sankar Basu, Milind R. Naphade, John R. Smith
A statistical modeling approach to content based retrieval. ICASSP (2002)
Milind R. Naphade, Sankar Basu, John R. Smith, Ching-Yung Lin, Belle L. Tseng
A Statistical Modeling Approach to Content Based Video Retrieval. ICPR (2) (2002)
Milind R. Naphade, Igor Kozintsev, Thomas S. Huang
Factor graph framework for semantic video indexing. IEEE Trans. Circuits Syst. Video Technol. 12 (1) (2002)
Bill Adams, Giridharan Iyengar, Chalapathy Neti, Harriet J. Nock, Arnon Amir, Haim H. Permuter, Savitha Srinivasan, Chitra Dorai, Alejandro Jaimes, Christian A. Lang, Ching-Yung Lin, Apostol Natsev, Milind R. Naphade, John R. Smith, Belle L. Tseng, Sugata Ghosal, Raghavendra Singh, T. V. Ashwin, DongQing Zhang
IBM Research TREC 2002 Video Retrieval System. TREC (2002)
Milind R. Naphade
Statistical techniques in video data management. IEEE Workshop on Multimedia Signal Processing (2002)
Milind R. Naphade, Ashutosh Garg, Thomas S. Huang
Duration Dependent Input Output Markov Models For Audio-Visual Event Detection. ICME (2001)
John R. Smith, Savitha Srinivasan, Arnon Amir, Sankar Basu, Giridharan Iyengar, Ching-Yung Lin, Milind R. Naphade, Dulce B. Ponceleon, Belle L. Tseng
Integrating Features, Models, and Semantics for TREC Video Retrieval. TREC (2001)
Milind R. Naphade, Ruoyu Roy Wang, Thomas S. Huang
Audio-visual query and retrieval: A system that uses dynamic programming and relevance feedback. J. Electronic Imaging 10 (4) (2001)
Milind R. Naphade, Roy Wang, Thomas S. Huang
Classifying Motion Picture Soundtrack For Video Indexing. ICME (2001)
Milind R. Naphade, Ruoyu Roy Wang, Thomas S. Huang
Multimodal pattern matching for audio-visual query and retrieval. Storage and Retrieval for Media Databases (2001)
Milind R. Naphade, Thomas S. Huang
Detecting Semantic Concepts Using Context and Audiovisual Features. IEEE Workshop on Detection and Recognition of Events in Video (2001)
Milind R. Naphade, Thomas S. Huang
Semantic filtering of video content. Storage and Retrieval for Media Databases (2001)
Roy Wang, Milind R. Naphade, Thomas S. Huang
Video retrieval and relevance feedback in the context of a post-integration model. MMSP (2001)
Milind R. Naphade, Thomas S. Huang
Recognizing high-level audio-visual concepts using context. ICIP (3) (2001)
Milind R. Naphade, Roy Wang, Thomas S. Huang
Supporting audiovisual query using dynamic programming. ACM Multimedia (2001)
Milind R. Naphade, Thomas S. Huang
A probabilistic framework for semantic video indexing, filtering, and retrieval. IEEE Trans. Multim. 3 (1) (2001)
Milind R. Naphade, Thomas S. Huang
Stochastic modeling of soundtrack for efficient segmentation and indexing of video. Storage and Retrieval for Media Databases (2000)
Milind R. Naphade, Thomas S. Huang
Inferring Semantic Concepts for Video Indexing and Retrieval. ICIP (2000)
Milind R. Naphade, Minerva M. Yeung, Boon-Lock Yeo
Novel scheme for fast and efficent video sequence matching using compact signatures. Storage and Retrieval for Media Databases (2000)
Milind R. Naphade, Thomas S. Huang
A Probabilistic Framework for Semantic Indexing and Retrieval in Video. IEEE International Conference on Multimedia and Expo (I) (2000)
Milind R. Naphade, Lawrence S. Chen, Thomas S. Huang, Brendan J. Frey
Learning Sparse Multiple Cause Models. ICPR (2000)
Milind R. Naphade, Thomas S. Huang
Semantic Video Indexing Using a Probabilistic Framework. ICPR (2000)
Milind R. Naphade, Igor Kozintsev, Thomas S. Huang
Probabilistic Semantic Video Indexing. NIPS (2000)
Milind R. Naphade, Thomas S. Huang
Multimedia Understanding: Challenges in the New Millennium. ICIP (2000)
Milind R. Naphade, Rajiv Mehrotra, A. Müfit Ferman, Jim Warnick, Thomas S. Huang, A. Murat Tekalp
A High-Performance Shot Boundary Detection Algorithm using Multiple Cues. ICIP (1) (1998)
Milind R. Naphade, Trausti T. Kristjansson, Brendan J. Frey, Thomas S. Huang
Probabalistic Multimedia Objects (Multijects): A Novel Approach to Video Indexing and Retrieval in Multimedia Systems. ICIP (3) (1998)