Milind R. Naphade

According to our database, Milind R. Naphade authored at least 92 papers between 1998 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

LLM Surgery: Efficient Knowledge Unlearning and Editing in Large Language Models.

Akshaj Kumar Veldanda, Shi-Xiong Zhang, Anirban Das, Supriyo Chakraborty, Stephen Rawls, Sambit Sahu, Milind R. Naphade

CoRR, 2024

2014

Simulation based analytics for efficient planning and management in multimodal freight transportation industry.

Parijat Dube, João P. M. Gonçalves, Shilpa Mahatma, Francisco Barahona, Milind R. Naphade, Mark Bedeman

Proceedings of the 2014 Winter Simulation Conference, 2014

2013

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

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

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

Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013

2012

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

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012

2011

Smarter Cities and Their Innovation Challenges.

Milind R. Naphade, Guruduth Banavar, Colin Harrison, Jurij R. Paraszczak, Robert J. T. Morris

Computer, 2011

Smarter Water Management: A Challenge for Spatio-Temporal Network Databases.

KwangSoo Yang, Shashi Shekhar, Jing Dai, Sambit Sahu, Milind R. Naphade

Proceedings of the Advances in Spatial and Temporal Databases, 2011

Activity analysis based on low sample rate smart meters.

Feng Chen, Jing Dai, Bingsheng Wang, Sambit Sahu, Milind R. Naphade, Chang-Tien Lu

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Multi-granular demand forecasting in SmarterWater.

Jing Dai, Ming Li, Sambit Sahu, Milind R. Naphade, Feng Chen

Proceedings of the UbiComp 2011: Ubiquitous Computing, 13th International Conference, 2011

Trip analyzer through smartphone apps.

Ming Li, Jing Dai, Sambit Sahu, Milind R. Naphade

Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011

2010

Regional behavior change detection via local spatial scan.

Jing Dai, Feng Chen, Sambit Sahu, Milind R. Naphade

Proceedings of the 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2010

2009

Ranking Mortgage Origination Applications Using Customer, Product, Environment and Workflow Attributes.

Qihong Shao, Anshul Sheopuri, Milind R. Naphade, Chitra Dorai, Daniel Johnson, Jane Hoffman

Proceedings of the IEEE International Conference on Cloud Computing, 2009

2007

A Generalized Multiple Instance Learning Algorithm for Iterative Distillation and Cross-Granular Propagation of Video Annotations.

Feng Kang, Milind R. Naphade

Proceedings of the International Conference on Image Processing, 2007

A Greedy Performance Driven Algorithm for Decision Fusion Learning.

Dhiraj Joshi, Milind R. Naphade, Apostol Natsev

Proceedings of the International Conference on Image Processing, 2007

Semantics reinforcement and fusion learning for multimedia streams.

Dhiraj Joshi, Milind R. Naphade, Apostol Natsev

Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

Classification of video events using 4-dimensional time-compressed motion features.

Alexander Haubold, Milind R. Naphade

Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

2006

Large-Scale Concept Ontology for Multimedia.

Milind R. Naphade, John R. Smith, Jelena Tesic, Shih-Fu Chang, Winston H. Hsu, Lyndon S. Kennedy, Alexander G. Hauptmann, Jon Curtis

IEEE Multim., 2006

IBM Research TRECVID-2006 Video Retrieval System.

Murray Campbell, Alexander Haubold, Shahram Ebadollahi, Dhiraj Joshi, Milind R. Naphade, Apostol Natsev, Joachim Seidl, John R. Smith, Katya Scheinberg, Jelena Tesic, Lexing Xie

Proceedings of the 2006 TREC Video Retrieval Evaluation, 2006

Video News Shot Labeling Refinement via Shot Rhythm Models.

John R. Kender, Milind R. Naphade

Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Semantic Multimedia Retrieval using Lexical Query Expansion and Model-Based Reranking.

Alexander Haubold, Apostol Natsev, Milind R. Naphade

Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

A Generalized Multiple Instance Learning Algorithm with Multiple Selection Strategies for Cross Granular Learning.

Feng Kang, Milind R. Naphade

Proceedings of the International Conference on Image Processing, 2006

Assessing the Filtering and Browsing Utility of Automatic Semantic Concepts for Multimedia Retrieval.

Michael G. Christel, Milind R. Naphade, Apostol Natsev, Jelena Tesic

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

2005

IBM Research TRECVID-2005 Video Retrieval System.

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

Proceedings of the 2005 TREC Video Retrieval Evaluation, 2005

Learning the semantics of multimedia queries and concepts from a small number of examples.

Apostol Natsev, Milind R. Naphade, Jelena Tesic

Proceedings of the 13th ACM International Conference on Multimedia, 2005

Multi-Modal Video Concept Extraction Using Co-Training.

Rong Yan, Milind R. Naphade

Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Ontology Design for Video Semantic Threads.

John R. Kender, Milind R. Naphade

Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Co-training non-robust classifiers for video semantic concept detection.

Rong Yan, Milind R. Naphade

Proceedings of the 2005 International Conference on Image Processing, 2005

A generalized multiple instance learning algorithm for large scale modeling of multimedia semantics.

Milind R. Naphade, John R. Smith

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Semi-Supervised Cross Feature Learning for Semantic Concept Detection in Videos.

Rong Yan, Milind R. Naphade

Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Visual Concepts for News Story Tracking: Analyzing and Exploiting the NIST TRECVID Video Annotation Experiment.

John R. Kender, Milind R. Naphade

Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Multimedia Research Challenges for Industry.

John R. Smith, Milind R. Naphade, Apostol Natsev, Jelena Tesic

Proceedings of the Image and Video Retrieval, 4th International Conference, 2005

Mining the Semantics of Visual Concepts and Context.

Milind R. Naphade, John R. Smith

Proceedings of the Multimedia Content and the Semantic Web, 2005

2004

On supervision and statistical learning for semantic multimedia analysis.

Milind R. Naphade

J. Vis. Commun. Image Represent., 2004

A multi-modal system for the retrieval of semantic video events.

Arnon Amir, Sankar Basu, Giridharan Iyengar, Ching-Yung Lin, Milind R. Naphade, John R. Smith, Savitha Srinivasan, Belle L. Tseng

Comput. Vis. Image Underst., 2004

IBM Research TRECVID 2004 Video Retrieval System.

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

Proceedings of the 2004 TREC Video Retrieval Evaluation, 2004

Validity-weighted model vector-based retrieval of video.

John R. Smith, Ching-Yung Lin, Milind R. Naphade, Apostol Natsev, Belle L. Tseng

Proceedings of the Storage and Retrieval Methods and Applications for Multimedia 2004, 2004

On the detection of semantic concepts at TRECVID.

Milind R. Naphade, John R. Smith

Proceedings of the 12th ACM International Conference on Multimedia, 2004

Semantic representation: search and mining of multimedia content.

Apostol Natsev, Milind R. Naphade, John R. Smith

Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004

Active learning for simultaneous annotation of multiple binary semantic concepts.

Milind R. Naphade, John R. Smith

Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Multi-granular detection of regional semantic concepts.

Milind R. Naphade, Apostol Natsev, Ching-Yung Lin, John R. Smith

Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Over-complete representation and fusion for semantic concept detection.

Apostol Natsev, Milind R. Naphade, John R. Smith

Proceedings of the 2004 International Conference on Image Processing, 2004

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

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003

Semantic Indexing of Multimedia Content Using Visual, Audio, and Text Cues.

W. H. Adams, Giridharan Iyengar, Ching-Yung Lin, Milind R. Naphade, Chalapathy Neti, Harriet J. Nock, John R. Smith

EURASIP J. Adv. Signal Process., 2003

IBM Research TRECVID-2003 Video Retrieval System.

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

Proceedings of the 2003 TREC Video Retrieval Evaluation, 2003

Role of classifiers in multimedia content management.

Milind R. Naphade, John R. Smith

Proceedings of the Storage and Retrieval for Media Databases 2003, 2003

Context-enhanced video understanding.

Alejandro Jaimes, Milind R. Naphade, Harriet J. Nock, John R. Smith, Belle L. Tseng

Proceedings of the Storage and Retrieval for Media Databases 2003, 2003

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

Proceedings of the SIGIR 2003: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, July 28, 2003

MPEG-7 video automatic labeling system.

Ching-Yung Lin, Belle L. Tseng, Milind R. Naphade, Apostol Natsev, John R. Smith

Proceedings of the Eleventh ACM International Conference on Multimedia, 2003

Multimedia semantic indexing using model vectors.

John R. Smith, Milind R. Naphade, Apostol Natsev

Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

A framework for moderate vocabulary semantic visual concept detection.

Milind R. Naphade, Ching-Yung Lin, Apostol Natsev, Belle L. Tseng, John R. Smith

Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Epi-SPIRE: a system for environmental and public health activity monitoring.

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

Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Normalized classifier fusion for semantic visual concept detection.

Belle L. Tseng, Ching-Yung Lin, Milind R. Naphade, Apostol Natsev, John R. Smith

Proceedings of the 2003 International Conference on Image Processing, 2003

Interactive search fusion methods for video database retrieval.

John R. Smith, Alejandro Jaimes, Ching-Yung Lin, Milind R. Naphade, Apostol Natsev, Belle L. Tseng

Proceedings of the 2003 International Conference on Image Processing, 2003

Learning regional semantic concepts from incomplete annotation.

Milind R. Naphade, John R. Smith

Proceedings of the 2003 International Conference on Image Processing, 2003

Learning visual models of semantic concepts.

Milind R. Naphade, John R. Smith

Proceedings of the 2003 International Conference on Image Processing, 2003

Exploring semantic dependencies for scalable concept detection.

Milind R. Naphade, Apostol Natsev, John R. Smith

Proceedings of the 2003 International Conference on Image Processing, 2003

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

Proceedings of the 2003 International Conference on Image Processing, 2003

A Hybrid Framework for Detecting the Semantics of Concepts and Context.

Milind R. Naphade, John R. Smith

Proceedings of the Image and Video Retrieval, Second International Conference, 2003

2002

Extracting semantics from audio-visual content: the final frontier in multimedia retrieval.

Milind R. Naphade, Thomas S. Huang

IEEE Trans. Neural Networks, 2002

Factor graph framework for semantic video indexing.

Milind R. Naphade, Igor Kozintsev, Thomas S. Huang

IEEE Trans. Circuits Syst. Video Technol., 2002

IBM Research TREC 2002 Video Retrieval System.

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

Proceedings of The Eleventh Text REtrieval Conference, 2002

Learning to annotate video databases.

Milind R. Naphade, Ching-Yung Lin, John R. Smith, Belle L. Tseng, Sankar Basu

Proceedings of the Storage and Retrieval for Media Databases 2002, 2002

A Statistical Modeling Approach to Content Based Video Retrieval.

Milind R. Naphade, Sankar Basu, John R. Smith, Ching-Yung Lin, Belle L. Tseng

Proceedings of the 16th International Conference on Pattern Recognition, 2002

Learning semantic multimedia representations from a small set of examples.

Milind R. Naphade, Ching-Yung Lin, John R. Smith

Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

Interactive content-based retrieval of video.

John R. Smith, Sankar Basu, Ching-Yung Lin, Milind R. Naphade, Belle L. Tseng

Proceedings of the 2002 International Conference on Image Processing, 2002

Video texture indexing using spatio-temporal wavelets.

Milind R. Naphade, Ching-Yung Lin, John R. Smith

Proceedings of the 2002 International Conference on Image Processing, 2002

Discovering recurrent events in video using unsupervised methods.

Milind R. Naphade, Thomas S. Huang

Proceedings of the 2002 International Conference on Image Processing, 2002

Modeling semantic concepts to support query by keywords in video.

Milind R. Naphade, Sankar Basu, John R. Smith, Ching-Yung Lin, Belle L. Tseng

Proceedings of the 2002 International Conference on Image Processing, 2002

A statistical modeling approach to content based retrieval.

Sankar Basu, Milind R. Naphade, John R. Smith

Proceedings of the IEEE International Conference on Acoustics, 2002

Statistical techniques in video data management.

Milind R. Naphade

Proceedings of the IEEE 5th Workshop on Multimedia Signal Processing, 2002

2001

A Probablistic Framework for Mapping Audio-Visual Features to High-Level Semantics in Terms of Concepts and Context

Milind R. Naphade

PhD thesis, 2001

A probabilistic framework for semantic video indexing, filtering, and retrieval.

Milind R. Naphade, Thomas S. Huang

IEEE Trans. Multim., 2001

Audio-visual query and retrieval: A system that uses dynamic programming and relevance feedback.

Milind R. Naphade, Ruoyu Roy Wang, Thomas S. Huang

J. Electronic Imaging, 2001

Integrating Features, Models, and Semantics for TREC Video Retrieval.

John R. Smith, Savitha Srinivasan, Arnon Amir, Sankar Basu, Giridharan Iyengar, Ching-Yung Lin, Milind R. Naphade, Dulce B. Ponceleon, Belle L. Tseng

Proceedings of The Tenth Text REtrieval Conference, 2001

Multimodal pattern matching for audio-visual query and retrieval.

Milind R. Naphade, Ruoyu Roy Wang, Thomas S. Huang

Proceedings of the Storage and Retrieval for Media Databases 2001, 2001

Semantic filtering of video content.

Milind R. Naphade, Thomas S. Huang

Proceedings of the Storage and Retrieval for Media Databases 2001, 2001

Video retrieval and relevance feedback in the context of a post-integration model.

Roy Wang, Milind R. Naphade, Thomas S. Huang

Proceedings of the Fourth IEEE Workshop on Multimedia Signal Processing, 2001

Supporting audiovisual query using dynamic programming.

Milind R. Naphade, Roy Wang, Thomas S. Huang

Proceedings of the 9th ACM International Conference on Multimedia 2001, Ottawa, Ontario, Canada, September 30, 2001

Classifying Motion Picture Soundtrack For Video Indexing.

Milind R. Naphade, Roy Wang, Thomas S. Huang

Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

Duration Dependent Input Output Markov Models For Audio-Visual Event Detection.

Milind R. Naphade, Ashutosh Garg, Thomas S. Huang

Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

Recognizing high-level audio-visual concepts using context.

Milind R. Naphade, Thomas S. Huang

Proceedings of the 2001 International Conference on Image Processing, 2001

Detecting Semantic Concepts Using Context and Audiovisual Features.

Milind R. Naphade, Thomas S. Huang

Proceedings of the IEEE Workshop on Detection and Recognition of Events in Video, 2001

2000

Novel scheme for fast and efficent video sequence matching using compact signatures.

Milind R. Naphade, Minerva M. Yeung, Boon-Lock Yeo

Proceedings of the Storage and Retrieval for Media Databases 2000, 2000

Stochastic modeling of soundtrack for efficient segmentation and indexing of video.

Milind R. Naphade, Thomas S. Huang

Proceedings of the Storage and Retrieval for Media Databases 2000, 2000

Probabilistic Semantic Video Indexing.

Milind R. Naphade, Igor Kozintsev, Thomas S. Huang

Proceedings of the Advances in Neural Information Processing Systems 13, 2000

Semantic Video Indexing Using a Probabilistic Framework.

Milind R. Naphade, Thomas S. Huang

Proceedings of the 15th International Conference on Pattern Recognition, 2000

Learning Sparse Multiple Cause Models.

Milind R. Naphade, Lawrence S. Chen, Thomas S. Huang, Brendan J. Frey

Proceedings of the 15th International Conference on Pattern Recognition, 2000

A Probabilistic Framework for Semantic Indexing and Retrieval in Video.

Milind R. Naphade, Thomas S. Huang

Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

Inferring Semantic Concepts for Video Indexing and Retrieval.

Milind R. Naphade, Thomas S. Huang

Proceedings of the 2000 International Conference on Image Processing, 2000

Multimedia Understanding: Challenges in the New Millennium.

Milind R. Naphade, Thomas S. Huang

Proceedings of the 2000 International Conference on Image Processing, 2000

1998

A High-Performance Shot Boundary Detection Algorithm using Multiple Cues.

Milind R. Naphade, Rajiv Mehrotra, A. Müfit Ferman, Jim Warnick, Thomas S. Huang, A. Murat Tekalp

Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

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

Proceedings of the 1998 IEEE International Conference on Image Processing, 1998