Milind R. Naphade

Affiliations:
  • IBM Research, Thomas J. Watson Research Center, Hawthorne, NY, USA


According to our database1, Milind R. Naphade authored at least 91 papers between 1998 and 2014.

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Bibliography

2014
Simulation based analytics for efficient planning and management in multimodal freight transportation industry.
Proceedings of the 2014 Winter Simulation Conference, 2014

2013
Heat pump detection from coarse grained smart meter data with positive and unlabeled learning.
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.
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.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012

2011
Smarter Cities and Their Innovation Challenges.
Computer, 2011

Smarter Water Management: A Challenge for Spatio-Temporal Network Databases.
Proceedings of the Advances in Spatial and Temporal Databases, 2011

Activity analysis based on low sample rate smart meters.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Multi-granular demand forecasting in SmarterWater.
Proceedings of the UbiComp 2011: Ubiquitous Computing, 13th International Conference, 2011

Trip analyzer through smartphone apps.
Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011

2010
Regional behavior change detection via local spatial scan.
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.
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.
Proceedings of the International Conference on Image Processing, 2007

A Greedy Performance Driven Algorithm for Decision Fusion Learning.
Proceedings of the International Conference on Image Processing, 2007

Semantics reinforcement and fusion learning for multimedia streams.
Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

Classification of video events using 4-dimensional time-compressed motion features.
Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

2006
Large-Scale Concept Ontology for Multimedia.
IEEE Multim., 2006

IBM Research TRECVID-2006 Video Retrieval System.
Proceedings of the 2006 TREC Video Retrieval Evaluation, 2006

Video News Shot Labeling Refinement via Shot Rhythm Models.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Semantic Multimedia Retrieval using Lexical Query Expansion and Model-Based Reranking.
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.
Proceedings of the International Conference on Image Processing, 2006

Assessing the Filtering and Browsing Utility of Automatic Semantic Concepts for Multimedia Retrieval.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

2005
IBM Research TRECVID-2005 Video Retrieval System.
Proceedings of the 2005 TREC Video Retrieval Evaluation, 2005

Learning the semantics of multimedia queries and concepts from a small number of examples.
Proceedings of the 13th ACM International Conference on Multimedia, 2005

Multi-Modal Video Concept Extraction Using Co-Training.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Ontology Design for Video Semantic Threads.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Co-training non-robust classifiers for video semantic concept detection.
Proceedings of the 2005 International Conference on Image Processing, 2005

A generalized multiple instance learning algorithm for large scale modeling of multimedia semantics.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Semi-Supervised Cross Feature Learning for Semantic Concept Detection in Videos.
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.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Multimedia Research Challenges for Industry.
Proceedings of the Image and Video Retrieval, 4th International Conference, 2005

Mining the Semantics of Visual Concepts and Context.
Proceedings of the Multimedia Content and the Semantic Web, 2005

2004
On supervision and statistical learning for semantic multimedia analysis.
J. Vis. Commun. Image Represent., 2004

A multi-modal system for the retrieval of semantic video events.
Comput. Vis. Image Underst., 2004


Validity-weighted model vector-based retrieval of video.
Proceedings of the Storage and Retrieval Methods and Applications for Multimedia 2004, 2004

On the detection of semantic concepts at TRECVID.
Proceedings of the 12th ACM International Conference on Multimedia, 2004

Semantic representation: search and mining of multimedia content.
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.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Multi-granular detection of regional semantic concepts.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Over-complete representation and fusion for semantic concept detection.
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.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003
Semantic Indexing of Multimedia Content Using Visual, Audio, and Text Cues.
EURASIP J. Adv. Signal Process., 2003

IBM Research TRECVID-2003 Video Retrieval System.
Proceedings of the 2003 TREC Video Retrieval Evaluation, 2003

Role of classifiers in multimedia content management.
Proceedings of the Storage and Retrieval for Media Databases 2003, 2003

Context-enhanced video understanding.
Proceedings of the Storage and Retrieval for Media Databases 2003, 2003

User-trainable video annotation using multimodal cues.
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.
Proceedings of the Eleventh ACM International Conference on Multimedia, 2003

Multimedia semantic indexing using model vectors.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

A framework for moderate vocabulary semantic visual concept detection.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Epi-SPIRE: a system for environmental and public health activity monitoring.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Normalized classifier fusion for semantic visual concept detection.
Proceedings of the 2003 International Conference on Image Processing, 2003

Interactive search fusion methods for video database retrieval.
Proceedings of the 2003 International Conference on Image Processing, 2003

Learning regional semantic concepts from incomplete annotation.
Proceedings of the 2003 International Conference on Image Processing, 2003

Learning visual models of semantic concepts.
Proceedings of the 2003 International Conference on Image Processing, 2003

Exploring semantic dependencies for scalable concept detection.
Proceedings of the 2003 International Conference on Image Processing, 2003

VideoAL: a novel end-to-end MPEG-7 video automatic labeling system.
Proceedings of the 2003 International Conference on Image Processing, 2003

A Hybrid Framework for Detecting the Semantics of Concepts and Context.
Proceedings of the Image and Video Retrieval, Second International Conference, 2003

2002
Extracting semantics from audio-visual content: the final frontier in multimedia retrieval.
IEEE Trans. Neural Networks, 2002

Factor graph framework for semantic video indexing.
IEEE Trans. Circuits Syst. Video Technol., 2002


Learning to annotate video databases.
Proceedings of the Storage and Retrieval for Media Databases 2002, 2002

A Statistical Modeling Approach to Content Based Video Retrieval.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Learning semantic multimedia representations from a small set of examples.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

Interactive content-based retrieval of video.
Proceedings of the 2002 International Conference on Image Processing, 2002

Video texture indexing using spatio-temporal wavelets.
Proceedings of the 2002 International Conference on Image Processing, 2002

Discovering recurrent events in video using unsupervised methods.
Proceedings of the 2002 International Conference on Image Processing, 2002

Modeling semantic concepts to support query by keywords in video.
Proceedings of the 2002 International Conference on Image Processing, 2002

A statistical modeling approach to content based retrieval.
Proceedings of the IEEE International Conference on Acoustics, 2002

Statistical techniques in video data management.
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
PhD thesis, 2001

A probabilistic framework for semantic video indexing, filtering, and retrieval.
IEEE Trans. Multim., 2001

Audio-visual query and retrieval: A system that uses dynamic programming and relevance feedback.
J. Electronic Imaging, 2001

Integrating Features, Models, and Semantics for TREC Video Retrieval.
Proceedings of The Tenth Text REtrieval Conference, 2001

Multimodal pattern matching for audio-visual query and retrieval.
Proceedings of the Storage and Retrieval for Media Databases 2001, 2001

Semantic filtering of video content.
Proceedings of the Storage and Retrieval for Media Databases 2001, 2001

Video retrieval and relevance feedback in the context of a post-integration model.
Proceedings of the Fourth IEEE Workshop on Multimedia Signal Processing, 2001

Supporting audiovisual query using dynamic programming.
Proceedings of the 9th ACM International Conference on Multimedia 2001, Ottawa, Ontario, Canada, September 30, 2001

Classifying Motion Picture Soundtrack For Video Indexing.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

Duration Dependent Input Output Markov Models For Audio-Visual Event Detection.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

Recognizing high-level audio-visual concepts using context.
Proceedings of the 2001 International Conference on Image Processing, 2001

Detecting Semantic Concepts Using Context and Audiovisual Features.
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.
Proceedings of the Storage and Retrieval for Media Databases 2000, 2000

Stochastic modeling of soundtrack for efficient segmentation and indexing of video.
Proceedings of the Storage and Retrieval for Media Databases 2000, 2000

Probabilistic Semantic Video Indexing.
Proceedings of the Advances in Neural Information Processing Systems 13, 2000

Semantic Video Indexing Using a Probabilistic Framework.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Learning Sparse Multiple Cause Models.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

A Probabilistic Framework for Semantic Indexing and Retrieval in Video.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

Inferring Semantic Concepts for Video Indexing and Retrieval.
Proceedings of the 2000 International Conference on Image Processing, 2000

Multimedia Understanding: Challenges in the New Millennium.
Proceedings of the 2000 International Conference on Image Processing, 2000

1998
A High-Performance Shot Boundary Detection Algorithm using Multiple Cues.
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.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998


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