Selected Online Publications by Alexander G. Hauptmann

• Xiao Wu, Alexander G. Hauptmann and Chong-Wah Ngo, "Practical Elimination of Near-Duplicates from Web Video Search". ACM International Conference on Multimedia (ACM MM'07), Augsburg, Germany, Sep. 2007
• Xiao Wu, Alexander G. Hauptmann and Chong-Wah Ngo, "Novelty Detection for Cross-Lingual News Stories with Visual Duplicates and Speech Transcripts". ACM International Conference on Multimedia (ACM MM'07), Augsburg, Germany, Sep. 2007
• Alexander Hauptmann, Rong Yan, Wei-Hao Lin, How many high-level concepts will fill the semantic gap in news video retrieval?, CIVR 2007 ACM International Conference on Image and Video Retrieval, July 9-11 2007, Amsterdam, The Netherlands (Best paper candidate)
• Jun Yang, Yan Liu, Eric Xing and Alexander Hauptmann, Harmonium-Based Models for Semantic Video Representation and Classification, SDM 2007, SIAM Conf. on Data Mining, April 26-28, 2007 Minneapolis, MN (Best Paper award)
• Jun Yang, Rong Yan, Alexander G. Hauptmann, Cross-Domain Video Concept Detection Using Adaptive SVMs, ACM Multimedia, September 24 - 29, 2007, Augsburg Germany
• Jun Yang, Y-Gang Jiang, Alex Hauptmann and Chong-Wah Ngo, Evaluating Bag-of-Visual-Words Representations in Scene Classification in MIR'07 ACM Multimedia Information Retrieval Workshop. September 28 - 29, 2007 Augsburg, Germany
• A. Hauptmann, R. Yan,. W-H. Lin, M. Christel and H. Wactlar, Can High Level Concepts Fill the Semantic Gap in Video Retrieval? A Case Study with Broadcast News IEEE Transactions on Multimedia, Vol. 9, No 5, August 2007,
• Ming-yu Chen and Alexander Hauptmann Discriminative Fields for Modeling Semantic Concepts in Video, RIAO 2007, 8th Conf on Large-Scale Semantic Access to Content (Text, Image, Video and Sound), May 30 - June 1, 2007, Pittsburgh, PA USA
• Alexander G. Hauptmann, Michael G. Christel, Wei-Hao Lin, Bryan Maher, Jun Yang, Robert V. Baron, and Guang Xiang, "Clever Clustering vs. Simple Speed-Up for Summarizing Rushes" TVS'07 Trecvid Summarization Workshop, ACM Multimedia 2007, Augsburg, Germany, September 2007.
• A.G. Hauptmann, M.-Y.Chen, M. Christel, W.-H. Lin, and J. Yang, A Hybrid Approach to Improving Semantic Extraction of News Video, ICSC 2007, First IEEE International Conference on Semantic Computing, Irvine CA, Sept. 17-19 2007
• Michael G. Christel and Alexander G. Hauptmann, Exploring Concept Selection Strategies for Interactive Video Search, ICSC 2007, First IEEE International Conference on Semantic Computing, Irvine CA, Sept. 17-19 2007

• A. G. Hauptmann, M.-Y. Chen, M. Christel, W.-H. Lin, R. Yan, J. Yang, G. Backfried and X. Wu, Multi-Lingual Broadcast News Retrieval TRECVID'06 TREC Video Retrieval Evaluation Online Proceedings, NIST Gaithersburg, MD., November 2006.
• Alex Hauptmann, Wei-Hao Lin, Rong Yan, Jun Yang, Ming-Yu Chen Extreme Video Retrieval: Joint Maximization of Human and Computer Performance In Proc. of 8th ACM Multimedia 2006, Oct. 23-27, 2006, Santa Barbara, CA.
• Jun Yang, Alex Hauptmann Exploring Temporal Consistency for Video Retrieval and Analysis In Proc. of 8th ACM SIGMM Intl Workshop on Multimedia Information Retrieval (MIR), Oct. 26-27, 2006, Santa Barbara, CA.
• Jun Yang, Alex Hauptmann, 3WNews: Who, Where, When in News Video In Proc. of 8th ACM Multimedia 2006, Oct. 23-27, 2006, Santa Barbara, CA.
• James Z. Wang, Nozha Boujemaa, Alberto Del Bimbo, Donald Geman, Alex Hauptmann and Jelena Tesic, ``Diversity in Multimedia Information Retrieval Research,'' Proceedings of the 8th International Workshop on Multimedia Information Retrieval, in conjunction with ACM International Conference on Multimedia, pp. -, Santa Barbara, CA, ACM, October 2006.
• Rong Yan, Alexander G. Hauptmann: Efficient Margin-Based Rank Learning Algorithms for Information Retrieval. CIVR 2006: 113-122
• Jun Yang, Alexander G. Hauptmann: Annotating News Video with Locations. In Proc. of 6th Intl Conf. on Image and Video Retrieval (CIVR), Jul.13-15, 2006, Tempe, AZ. (Best Paper Award)
• Alexander G. Hauptmann, Wei-Hao Lin, Rong Yan, Jun Yang, Robert V. Baron, Ming-yu Chen, Sean Gilroy, Michael D. Gordon: Exploring the Synergy of Humans and Machines in Extreme Video Retrieval. CIVR 2006: 514-517
• Rong Yan, Alexander G. Hauptmann: Probabilistic latent query analysis for combining multiple retrieval sources. SIGIR 2006: 324-331
• Milind Naphade, John R. Smith, Jelena Tesic, Shih-Fu Chang, Winston Hsu, Lyndon Kennedy, Alexander Hauptmann, Jon Curtis, "Large-Scale Concept Ontology for Multimedia," IEEE MultiMedia ,vol. 13, no. 3, pp. 86-91, July-September, 2006.
• Lyndon Kennedy and Alex Hauptmann, LSCOM Lexicon Definitions and Annotations Version 1.0, DTO Challenge Workshop on Large Scale Concept Ontology for Multimedia, Columbia University ADVENT Technical Report #217-2006-3, March 2006.
• Wei-Hao Lin and Alexander Hauptmann, "Are these documents written from different perspectives? A test of different perspectives based on statistical distribution divergence.", In Proceedings of the 21st international Conference on Computational Linguistics and the 44th Annual Meeting of the ACL (Sydney, Australia, July 17 - 18, 2006). Annual Meeting of the ACL. Association for Computational Linguistics, Morristown, NJ, 1057-1064. 2006.
• Wei-Hao Lin, Theresa Wilson, Janyce Wiebe, and Alexander Hauptmann, "Which Side are You on? Identifying Perspectives at the Document and Sentence Levels". The Tenth Conference on Natural Language Learning (CoNLL-X), June 2006, New York, NY, pp. 109 - 116, 2006.
• Rong Yan, Ming-yu Chen and Alexander G. Hauptmann Mining Relationship between Video Concepts using Probabilistic Graphical Model in IEEE International Conference On Multimedia and Expo (ICME), 2006.
• Wei-Hao Lin and Alexander Hauptmann, Label Disambiguation and Sequence Modeling for Identifying Human Activities from Wearable Physiological Sensors, in IEEE International Conference On Multimedia and Expo (ICME), 2006.
• Wei-Hao Lin and Alexander Hauptmann, Which Thousand Words are Worth a Picture? Experiments on Video Retrieval Using a Thousand Concepts, ICME 2006, July 9 - 12, Toronto, Canada.
• Stevens, S., Chen, D., Wactlar, H., Hauptmann, A., Christel, M., Bharucha, A.J., Automatic Collection, Analysis, Access and Archiving of Psycho/Social Behavior by Individuals and Groups, in Capture, Archival and Retrieval of Personal Experiences (CARPE'06), Santa Barbara, CA, October 27, 2006
• Cees Snoek, Marcel Worring, Alexander G. Hauptmann: Learning rich semantics from news video archives by style analysis. (Draft) TOMCCAP 2(2): 91-108 (2006)
• R. Yan, J. Zhang, J. Yang, and A.G. Hauptmann, A discriminative Learning Framework with Pairwise Constraints for Video Object Classification, IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 28(4), pp. 578-593, April 2006.
• Hauptmann, A.G., Automatic Spoken Document Retrieval, (1st. Draft), in Encyclopedia of Language and Linguistics (2nd edition), Brown, K. (ed), Elsevier, 2006.
• Wei-Hao Lin and Alexander Hauptmann, "Structuring Continuous Video Recordings of Everyday Life Using Time-Constrained Clustering", IS&T/SPIE Symposium on Electronic Imaging (EI'06), San Jose, CA, January 15-19, p. 6073-12+, 2006.
• A. G. Hauptmann, TRECVID: the utility of a content-based video retrieval evaluation, IS&T/SPIE Symposium on Electronic Imaging (EI'06), San Jose, CA, January 15-19, p. 6061-08+, 2006.
• A. Velivelli, T. S. Huang, A. G. Hauptmann, Video shot retrieval using a kernel derived from a continuous HMM. IS&T/SPIE Symposium on Electronic Imaging (EI'06), San Jose, CA, p. 6073-37+, January 15-19, 2006.

• Wei-Hao Lin and Alexander Hauptmann, "Revisiting the Effect of Topic Set Size on Retrieval Error", the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Salvador, Brazil, August 15-19, 2005
• Raghavan Manmatha, Stefan M. Rüger, Alexander G. Hauptmann: Multimedia information retrieval: workshop report. SIGIR Forum 39(2): 40-41 (2005)
• Chen, M-Y., Hauptmann, A., Christel, M., Wactlar, H., Putting Active Learning into Multimedia Applications: Dynamic Definition and Refinement of Concept Classifiers, ACM Multimedia 2005, National University of Singapore, Singapore, November 6-11, 2005
• Jun Yang, Rong Yan and Alexander G. Hauptmann, Multiple Instance Learning for Labeling Faces in Broadcasting News Video, In ACM Multimedia 2005, National University of Singapore, Singapore, November 6-11, 2005
• Eric P. Xing, Rong Yan and Alexander G. Hauptmann, Mining Associated Text and Images with Dual-wing Harmoniums; In Uncertainty in Artificial Intelligence(UAI)'05
• Ming-yu Chen, and Alex Hauptmann, "Active Learning in Multiple Modalities for Semantic Feature Extraction from Video", The twentieth National Conference on Artificial Intelligence (AAAI 2005) Workshop on Learning in Computer Vision, Pittsburgh, July 9-13, 2005
• M. R. Naphade, L. Kennedy, J. R. Kender, S.-F. Chang, J. R. Smith, P. Over, and A. Hauptmann, "A Light Scale Concept Ontology for Multimedia Understanding for TRECVID 2005 (LSCOM-Lite)," IBM Research Technical Report, Computer Science, RC23612 (W0505-104), May 17, 2005.
• Norman Papernick and Alexander G. Hauptmann, Summarization of Broadcast News Video through Link Analysis of Named Entities, 2005 In Link Analysis: Papers from the 2005 AAAI Workshop, ed. Dunja Mladenic, Natasa Milic-Frayling, and Marko Grobelnik, pp.53-61. Technical Report WS-05-07. American Association for Artificial Intelligence, Menlo Park, California, 2005
• Bharucha, A. J., Yang, J., Hauptmann, A., Chen, D., Atkeson, C., Wactlar, H., Christel, M., Stevens, S., Continuous Audiovisual capture of Behavior in a Dementia Unit: Recruitment and Ethical Challenges, Presentation at the 58th Annual Scientific Meeting of the Gerontological Society of America, Orlando, Florida, November 20, 2005
• R. Yan and A.G. Hauptmann, Co-retrieval: a boosted reranking approach for video retrieval, IEE Proc., Vision, Image and Signal Processing. Vol 152, no. 6, pp. 888-895 (2005)
• Yang,J. and Hauptmann, A.G., Multi-Modality Analysis for Person Type Classification in News Video Electronic Imaging EI'05 - Conference on Storage and Retrieval Methods and Applications for Multimedia, San Jose, Jan, 2005.
• Hauptmann, A.G., Lessons for the Future from a Decade of Informedia Video Analysis Research , CIVR05 - Image and Video Retrieval: 4th International Conference, CIVR 2005, Singapore, July 20-22, 2005, Lecture Notes in Computer Science, Volume 3568, Aug 2005, Pages 1 - 10
• Michael G. Christel and Alexander G. Hauptmann, The Use and Utility of High-Level Semantic Features in Video Retrieval CIVR05 - Image and Video Retrieval: 4th International Conference, CIVR 2005, Singapore, July 20-22, 2005, Lecture Notes in Computer Science, Volume 3568, Aug 2005, Pages 134 - 144
• Alexander Hauptmann and Wei-Hao Lin, Assessing Effectiveness in Video Retrieval CIVR05 - Image and Video Retrieval: 4th International Conference, CIVR 2005, Singapore, July 20-22, 2005, Lecture Notes in Computer Science, Volume 3568, Aug 2005, Pages 215 - 225
• A.G. Hauptmann, M. Christel, R. Concescu, J. Gao, Q. Jin, W.-H. Lin, J.-Y. Pan, S. M. Stevens, R. Yan, J. Yang, Y. Zhang, "CMU Informedia's TRECVID 2005 Skirmishes", In TRECVID Workshop, NIST, Gaitherburg, MD, November 2005.

• Gao, J., Hauptmann, A.G., Wactlar, H.D., Combining Motion Segmentation with Tracking for Activity Analysis, Sixth International Conference on Automatic Face and Gesture Recognition (FGR'04), Seoul, Korea, pp. 699-704, May 17-19, 2004
• Chen, M-Y., Hauptmann, A., Searching for a Specific Person in Broadcast News Video, International Conference on Acoustics, Speech, and Signal Processing (ICASSP'04), Montreal, Canada, May 17-21, 2004
• Hauptmann, A.G., Gao, J., Yan, R., Qi, Y., Yang, J., Wactlar, H.D., Automated Analysis of Nursing Home Observations, IEEE Pervasive Computing, Special Issue on Pervasive Computing for Successful Aging, vol. 3, no. 2, pp. 15-21, April-June, 2004
• Yang, J., Hauptmann, A., Video Grammar for Locating Named People, Joint Conference on Digital Libraries 2004 (JCDL’04), Tucson, AZ, June 7-11, 2004
• Chen, M-Y., Hauptmann, A., Multi-modal Classification in Digital News Libraries, Joint Conference on Digital Libraries (JCDL'04), Tucson, June 7-11, 2004
• Chen, M-Y., Hauptmann, A., Toward Robust Face Recognition from Multiple Views, International Conference on Multimedia and Expo (ICME'04), Taipei, Taiwan, June 27-30, 2004
• Duygulu, P., Chen, M.-Y., Hauptmann, A.G., Comparison and Combination of Two Novel Commercial Detection Methods, The 2004 International Conference on Multimedia and Expo (ICME'04), Taipei, Taiwan, June 27-30, 2004
• Lin, W-H. and Hauptmann, A.G., Modeling Timing Features in Broadcast News Video Classification, IEEE International Conference on Multimedia and Expo 2004 (ICME'04), Taipei, Taiwan, June 27-30, 2004
• Lin, W-H., Hauptmann, A., Merging Rank Lists from Multiple Sources in Video Classification, IEEE International Conference on Multimedia and Expo 2004 (ICME'04), Taipei, Taiwan, June 27-30, 2004
• Snoek, C.G.M., Worring, M., and Hauptmann, A.G., Detection of TV News Monologues by Style Analysis In Proceedings of the IEEE International Conference on Multimedia & Expo (ICME) - Special session on Multi-Modality-Based Media Semantic Analysis, Taipei, Taiwan, June 2004.
• Yan, R., Hauptmann, A., Multi-class Active Learning for Video Semantic Feature Extraction, IEEE International Conference On Multimedia and Expo (ICME'04), special session on "Active Learning on Multimedia Retrieval", Taipei, Taiwan, June 27-30, 2004
• Yan, R., Zhang, J., Yang, J., Hauptmann, A., Discriminative Learning Framework with Pairwise Constraints for Video Object Classification, IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'04), Washington, DC, June 27-July 2, 2004
• Gao, J., Collins, R.T., Hauptmann, A., Wactlar, H., Articulated Motion Modeling for Activity Analysis, IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'04), Workshop on Articulated and Nonrigid Motion (ANM'04), Washington, DC, vol. 1, pp. 20, June 27, 2004
• Lin, W-H., Hauptmann, A., Informedia at PDMC, Physiological Data Modeling Contest White Paper, Proceedings of the 21st International Conference on Machine Learning (ICML'04), Alberta, Canada, July 4-8, 2004
• Sadiye Guler, Alexander G. Hauptmann, Andreas Henrich (eds): Proceedings MDDE '04, 4th International Workshop on Multimedia Data and Document Engineering, Washington, DC, USA, July 2nd 2004 IEEE Computer Society 2004
• Wactlar, H., Yang, J., Chen, D., Hauptmann, A., Christel. M., "Infrastructure for Machine Understanding of Video Observations in Skilled Care Facilities: Implications of Early Results from CareMedia Case Studies". UbiComp 2004: The 2nd International Workshop on Ubiquitous Computing for Pervasive Healthcare, Applications, Nottingham, U.K., September 6-7, 2004
• Yang, J., Hauptmann, A., Chen, M-Y., Finding Person X: Correlating Names with Visual Appearances, International Conference on Image and Video Retrieval (CIVR'04), Dublin City University, Ireland, July 21-23, 2004
• Yan, R., Hauptmann, A., Co-Retrieval: A Boosted Reranking Approach for Multimedia Retrieval, International Conference on Image and Video Retrieval (CIVR'04), Dublin City University, Ireland July 21-23, 2004
• Duygulu, P., Hauptmann, A., What's News, What's Not? Associating News Video with Words, 3rd International Conference on Image and Video Retrieval (CIVR'04), Dublin City University, Ireland, July 21-23, 2004
• Hauptmann, A.G., Towards a Large Scale Concept Ontology for Broadcast Video. 3rd International Conference on Image and Video Retrieval (CIVR'04), Dublin City University, Ireland, pp. 674-675, July 21-23, 2004; Lecture Notes in Computer Science 3115 Springer 2004
• Gao, J., Hauptmann, A., Bharucha, A., Wactlar, H., Dining Activity Analysis Using a Hidden Markov Model, 17th International Conference on Pattern Recognition (ICPR'04), Cambridge, United Kingdom, August 23-26, 2004
• Yan, R., Yang, J., Hauptmann, A., Learning Query-Class Dependent Weights in Automatic Video Retrieval, Proceedings of ACM Multimedia 2004, New York, NY, pp. 548-555, October 10-16, 2004
• Hauptmann, A.G., Christel, M.G., Successful Approaches in the TREC Video Retrieval Evaluations, Proceedings of ACM Multimedia 2004, New York City, NY, pp. 668-675, October 10-16, 2004
• Yang, J., Hauptmann, A., Naming Every Individual in News Video Monologues, Proceedings of the ACM Multimedia 2004, New York, NY, pp. 580, October 10-16, 2004

• R. Yan, J. Yang, A. Hauptmann Automatically Labeling Data Using Multi-class Active Learning To appear in 9th International Conference on Computer Vision (ICCV2003), Nice, France, 2003.
• R. Yan, A. Hauptmann and R. Jin Negative Pseudo-Relevance Feedback in Content-based Video Retrieval ACM Multimedia (MM2003), Berkeley, CA, USA, 2003.
• R. Yan and A. Hauptmann, The Combination Limit of Video Retrieval ACM Multimedia (MM2003), Berkeley, CA, USA, 2003.
• A. Hauptmann, R.V. Baron, M.-Y. Chen, M. Christel, P. Duygulu, C. Huang, R. Jin, W.-H. Lin, T. Ng, N. Moraveji, N. Papernick, C.G.M. Snoek, G. Tzanetakis, J. Yang, R. Yan, and H.D. Wactlar, Informedia at TRECVID 2003: Analyzing and Searching Broadcast News Video, Proceedings of (VIDEO) TREC 2003, Gaithersburg, MD, November 2003. (submitted DRAFT)
• C.G.M. Snoek and A.G. Hauptmann, Learning to Identify TV News Monologues by Style and Context, , Technical Report CMU-CS-03-193, October 2003.
• Mark Derthick, Michael G. Christel , Alexander G. Hauptmann, Howard D. Wactlar. Constant Density Displays Using Diversity Sampling. Proceedings of the IEEE Information Visualization Conference (InfoVis'03). Accompanying 3 minute video: 9MB avi file
• Yan, R., Hauptmann, A.G. and Jin, R., Pseudo-Relevance Feedback for Multimedia Retrieval, in Video Mining, Rosenfeld, A., Doermann, D., and DeMenthon, D. (eds), Kluwer, Boston, pp. 309 - 338, 2003.
• Hauptmann, A.G., Jin, R. and Wactlar, H.D., Data Analysis for a Multimedia Library in Text and Speech-Triggered Information Access, Renals, S and Grefenstette, G. (eds)., Springer, Berlin, pp. 6 - 37, 2003.
• Lin, W.H., Jin, R. and Hauptmann, A.G., Web Image Retrieval Reranking with a Relevance Model, 2003 IEEE/WIE International Conference on Web Intelligence (WI2003), Halifax, Canada, October, 2003.
• A. Hauptmann, Machine Learning for Video Classification and Retrieval, ECML/PKDD-2003, Workshop on Multimedia Discovery and Mining, Dubrovnik, Croatia, September 2003.
• M. Derthick, M. G. Christel, A. G. Hauptmann, D. Ng, S. Stevens, H. D. Wactlar. A Cityscape Visualization of Video Perspectives. Poster presented at the National Academy of Sciences Arthur M. Sackler Colloquium on Mapping Knowledge Domains Colloquium, Irvine, CA, 2003.
• Jin, R., Liu, Y., Si, L., Carbonell, J., and Hauptmann, A. A new boosting algorithm using input dependent regularizer, The Twentieth International Conference on Machine Learning (ICML 2003)August 21-24, 2003 Washington, DC USA.
• Zhang, J., Jin, R., Yang, Y. and Hauptmann,A., Modified Logistic Regression: An Approximation to SVM and its Applications in Large-Scale Text Categorization The Twentieth International Conference on Machine Learning (ICML 2003)August 21-24, 2003 Washington, DC USA.
• Jin, R., Yan, R., Zhang, J. and Hauptmann, A., A Faster Iterative Scaling Algorithm For Conditional Exponential Model, The Twentieth International Conference on Machine Learning (ICML 2003)August 21-24, 2003 Washington, DC USA.
• Yan R., Hauptmann, A., Jin, R., Multimedia Search with Pseudo-Relevance Feedback International Conference on Image and Video Retrieval (CIVR2003) July 24-25, 2003 Urbana, IL, USA,
• Jin, R., Hauptmann, A., Learning to Identify Video Shots with People Based On Face Detection 2003 IEEE International Conference on Multimedia & Expo (ICME 2003) July 6-9, 2003 Baltimore, MD, USA.
• Y.Qi, A.Hauptmann, and T Liu, Supervised Classification for Video Shot Segmentation, Proceedings of 2003 IEEE International Conference on Multimedia & Expo (ICME 2003) July 6-9, 2003 Baltimore, MD, USA.
• Lin, W.-H. and Hauptmann, A.G., Meta-classification: Combining Multimodal Classifiers, in Zaiane, O.R., Simoff, S.J., and Djeraba, C. (eds.), Mining Multimedia and Complex Data, Spinger Lecture Notes in Artificial Intelligence, LNAI2798, pp. 217-231, Berlin: Springer, 2003.
• Yan R.,Liu,Y., Jin, R., Hauptmann, A., On Predicting Rare Class with SVM Ensemble in Scene Classification IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2003) April 6-10, 2003 Hong Kong, China
• Ng, T.D., Christel, M., Hauptmann, A.G., and Wactlar, H., Collages as Dynamic Summaries of Mined Video Content for Intelligent Multimedia Knowledge Management, AAAI Spring Symposium Series Intelligent Multimedia Knowledge Management, Palo Alto, CA, March 24-26, 2003.
• Yan, R., Hauptmann, A.G. and Jin, R., Multimedia Search with Pseudo-Relevance Feedback AAAI Spring Symposium Series Intelligent Multimedia Knowledge Management, Palo Alto, CA, March 24-26, 2003.
• Jin, R., Hauptmann, A.G. and Yan, R., Image Classification Using a Bigram Model AAAI Spring Symposium Series Intelligent Multimedia Knowledge Management, Palo Alto, CA, March 24-26, 2003.
• Hauptmann, A.G., Jin, R., and Ng, T.D.Video Retrieval using Speech and Image Information, Storage and Retrieval for Multimedia Databases 2003, EI'03 Electronic Imaging, Santa Clara, CA, January 20-24th, 2003.
• Jin, R., Zhai, C., and Hauptmann, A.G., Information Retrieval for OCR Documents: A content-based Probabilistic Correction Model Electronic Imaging '03, Document Recognition and Retrieval Conference DRR(X), Santa Clara, CA, January 20-24th, 2003.

• Christel, M., Hauptmann, A.G., Wactlar, H., and Ng, T.D., Collages as Dynamic Summaries for News Video, Proceedings of ACM Multimedia 2002, Juan-les-Pins, France, December 1-6, 2002
• Lin, W.H. and Hauptmann, A., News Video Classification Using SVM-based Multimodal Classifiers and Combination Strategies, Proceedings of ACM Multimedia 2002, Juan-les-Pins, France, December 1-6, 2002
• Hauptmann, A.G. Yan, R., Jin, R., Christel, M., Derthick, M., Chen, M., Lin, W., Baron, R. and Ng, T.D. Video Classification and Retrieval with the Informedia Digital Video Library System TREC 2002, The 11th Text Retrieval Conference, Gaithersburg, MD, November 2002.
• Jin, R., and Hauptmann, A., Using a Probabilistic Source Model for Comparing Images, IEEE 2002 International Conference on Image Processing (ICIP'02), Rochester, New York, September, 22-25, 2002
• Jin, R., and Hauptmann, A., A New Probabilistic Model for Title Generation, The 19th International Conference on Computational Linguistics, Howard International House and Academia Sinica, August 14-September 1, 2002
• A. F. Smeaton, P. Over, C. Costello, A. P. de Vries, D. S. Doermann, A. G. Hauptmann, M. E. Rorvig, J. R. Smith, and L. Wu: The TREC2001 Video Track: Information Retrieval on Digital Video Information. ECDL 2002: 266-275, 2002
• Hauptmann, A.G. and Jin, R., Video Information Retrieval: Lessons Learned with the Informedia Digital Video Library International Workshop on Digital Communication IWDC 2002: Advanced Methods for Multimedia Signal Processing, Capri, Italy, September 2002.
• Jin, R. ,Qi, Y., and Hauptmann, A., A probabilistic model for camera zoom motion detection, The sixteenth conference of the International Association for Pattern Recognition (ICPR 2002) Québec City,Canada August 11-15 2002
• A. G. Hauptmann and N. Papernick: Video-cuebik: adapting image search to video shots. JCDL 156-157, 2002
• A. G. Hauptmann, R. Jin, T. D. Ng: Multi-modal information retrieval from broadcast video using OCR and speech recognition. JCDL 160-161, 2002
• Wei-hao Lin, Alexander G. Hauptmann: A wearable digital library of personal conversations.JCDL 277-278, 2002
• Alexander G. Hauptmann, Michael G. Christel, Norman Papernick: Video retrieval with multiple image search strategies. JCDL 376, 2002
• Lin, W., Jin, R., Hauptmann, A., Meta-classification of Multimedia Classifiers, International Workshop on Knowledge Discovery in Multimedia and Complex Data (KDMCD), Taipei, Taiwan, May 6, 2002
• Jin, R. , Alex G. Hauptmann, ChengXiang Zhai, A Content-Based Probabilistic Correction Model for OCR Document Retrieval, the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval Workshop Program (SIGIR 2002),Tampere, Finland, August 11-15, 2002
• Rong Jin, Luo Si, Alexander G. Hauptmann, James P. Callan: Language model for IR using collection information. SIGIR 2002: 419-420, 2002
• Rong Jin, Chengxiang Zhai, and Alexander G. Hauptmann: Title language model for information retrieval. SIGIR'02 5th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Tempere, Finland, p. 42-48, August 11-15 2002
• Lin,W., Jin, R., Hauptmann,A., Triggering Memories of Conversations using Multimodal Classifiers, AAAI-02 Workshop on Intelligent Situation-Aware Media and Presentation (ISAMP 2002),Edmonton, Alberta, Canada, July 28, 2002

• Hauptmann, A., Lin, W., Video and Audio Analysis for Remembering Conversations, ASRU'01 Automatic Speech Recognition and Understanding Workshop, Madonna di Campiglio Trento, Italy,December 9-13, 2001
• Christel, M., Hauptmann, A., Wactlar, H., Improving Access to Digital Video Archives through Informedia Technology, Journal of the Audio Engineering Society, July/August 2001, 49(7/8), 2001
• Jin, R., Hauptmann, A., Automatic Title Generation for Spoken News, Human Language Technology Conference (HLT '01), San Diego, CA, March 18-21, 2001
• Rong Jin, Alexander G. Hauptmann: Title Generation Using a Training Corpus. CICLing 2001: 208-215
• Rong Jin, Alexander G. Hauptmann: Learning to Select Good Title Words: An New Approach based on Reverse Information Retrieval. ICML 2001: 242-249
• Rong Jin, Alexander G. Hauptmann: Title Generation for Machine-Translated Documents. IJCAI 2001: 1229-1234
• Christopher R. Palmer, J. Pesenti, Raúl E. Valdés-Pérez, Michael G. Christel, Alexander G. Hauptmann, D. Ng, Howard D. Wactlar: Demonstration of hierarchical document clustering of digital library retrieval results. JCDL 2001: 451
• Rong Jin, Christos Falutsos, Alexander G. Hauptmann: Meta-scoring: Automatically Evaluating Term Weighting Schemes in IR without Precision-Recall. SIGIR 2001: 83-89
• Alexander G. Hauptmann, Rong Jin, Norman Papernick, Dorbin Ng, Yanjun Qi, Ricky Houghton, Sue Thornton: Video Retrieval with the Informedia Digital Video Library System.TREC 2001

• Jin, R., Hauptmann, A., Title Generation for Spoken Broadcast News using a Training Corpus, ICSLP 2000 - 6th International Conference of Spoken Language Processing (Interspeech 2000), Beijing, China, October 16-20, 2000
• Paul E. Kennedy, Alexander G. Hauptmann: Automatic title generation for EM. ACM DL 2000: 230-231
• Howard D. Wactlar, Alexander G. Hauptmann, Michael G. Christel, Ricky Houghton, Andreas M. Olligschlaeger: Complementary Video and Audio Analysis for Broadcast News Archives. CACM 43(2): 42-47 (2000)

• Photina Jaeyun Jang, Alexander G. Hauptmann: Improving Acoustic Models with Captioned Multimedia Speech.ICMCS, Vol. 2 1999: 767-771, Florence, Italy.
• Siegler, M., Jin, R. and Hauptmann, A., CMU Spoken Document Retrieval in TREC-8: Analysis of the role of Term Frequency TF, Proceedings of TREC-8, The eighth Text REtrieval Conference, NIST, Gaithersburg, MD, November 1999.
• Hauptmann, A.G., Integrating and Using Large Databases of Text, Image, Video and Audio IEEE Intelligent Systems, Volume 14, No. 5, pp. 34 - 35, 1999.
• Jang, P.J., and Hauptmann, A.G., Learning to Recognize Speech by Watching Television IEEE Intelligent Systems, Volume 14, No. 5, pp. 51 - 58, 1999
• Wactlar, H.D., Christel, M.G., Hauptmann, A.G., and Gong, Y., Informedia Experience-on-Demand: Capturing, Integrating and Communicating Experiences across People, Time and Space., ACM Computing Surveys 31(2es), June 1999, No.9 (electronic publication)
• Olligschlaeger, A.M., and Hauptmann, A.G., Multimodal Information Systems and GIS: The Informedia Digital Video Library, 1999 ESRI User Conference, San Diego, CA, July 27-29, 1999
• Hauptmann, A.G., Lee, D., and Kennedy, P.E. Topic Labeling of Multilingual Broadcast News in the Informedia Digital Video Library ACM DL/SIGIR MIDAS Workshop, Berkeley, CA, June, 1999.
• Christel, M.G., Hauptmann, A.G., Warmack, A.S., and Crosby, S.A. Adjustable Filmstrips and Skims as Abstractions for a Digital Video Library. ADL99 Proceedings of the IEEE Advances in Digital Libraries Conference (Baltimore, MD, May 1999), pp. 98-104.
• Hauptmann, A.G. and Olligschlaeger, A.M., Using Location Information from Speech Recognition of Television News Broadcasts Proceedings of the ESCA ETRW Workshop on Accessing Information in Spoken Audio, Cambridge, England, April 19-20, 1999.Postscript

• Jang, P.J. and Hauptmann, A.G., Hierarchical Cluster Language Modeling with Statistical Rule Extraction for Rescoring N-Best Hypotheses During Speech Decoding ICSLP '98 5th International Conference on Spoken Language Processing, Sydney, Australia, December, 1998.
• Hauptmann, A.G., and Lee, D., Topic Labeling of Broadcast News Stories in the Informedia Digital Video Library Digital Libraries '98 - The Third ACM Conference on Digital Libraries, Pittsburgh, PA, June, 1998.
• Hauptmann, A.G., and Witbrock,M.J., Story Segmentation and Detection of Commercials in Broadcast News Video, ADL-98 Advances in Digital Libraries, Santa Barbara, CA, April, 1998, pp 168 - 179.
• Wactlar, H.D., Hauptmann, A.G., and Witbrock,M.J., Informedia News-on-Demand: Using Speech Recognition to Create a Digital Video Library , Technical Report, CMU-CS-98-109, Pittsburgh, PA, March 19, 1998.
• Witbrock,M.J., and Hauptmann, A.G., Improving Acoustic Models by Watching Television, Technical Report, CMU-CS-98-110, Pittsburgh, PA, March 19, 1998.
• Hauptmann, A.G., Jones, R.E., Seymore, K., Siegler, M.A., Slattery, S.T., and Witbrock,M.J., Experiments in Information Retrieval from Spoken Documents, BNTUW-98 Proceedings of the DARPA Workshop on Broadcast News Understanding Systems, Lansdowne, VA, February, 1998. Postscript available.
• Siegler, M.A., Berger, A., Witbrock, M. and Hauptmann, A., Spoken Document Retrieval at CMU Proceedings of TREC-7, The seventh Text REtrieval Conference, Gaithersburg, MD., 1998.
• Hauptmann, A.G., Scheytt, P., Wactlar, H.D., and Kennedy, P.E., Multi-Lingual Informedia: A Demonstration of Speech Recognition and Information Retrieval across Multiple Languages, BNTUW-98 Proceedings of the DARPA Workshop on Broadcast News Understanding Systems, Lansdowne, VA, February, 1998.
• Siegler, M.A., Witbrock,M.J., Slattery, S.T., Seymore, K., Jones, R.E., and Hauptmann, A.G., Experiments in Spoken Document Retrieval at CMU, TREC-6 Proceedings of the 1997 Text REtrieval Conference, Gaithersburg, MD, November 19-21, 1997.
• Witbrock, M.J. and Hauptmann, A.G. Using Words and Phonetic Strings for Efficient Information Retrieval from Imperfectly Transcribed Spoken Documents, DL97, The Second ACM International Conference on Digital Libraries, July 23 - 26, 1997, Philadelphia.
• Witbrock, M.J. and Hauptmann, A.G. Artificial Intelligence Techniques in a Digital Video Library, Journal of the American Society for Information Science Vol 7, No 49, pp. 619-632, 1998

• Hauptmann, A.G. and Wactlar, H.D., Indexing and Search of Multimodal Information, International Conference on Acoustics, Speech and Signal Processing (ICASSP-97) Munich, Germany, April, 1997
• Hauptmann, A.G., Witbrock, M.J. and Christel, M.G. Artificial Intelligence Techniques in the Interface to a Digital Video Library, Proceedings of the CHI-97 Computer-Human Interface Conference New Orleans LA, March 1997.
• Witbrock,M.J. and Hauptmann, A.G., Speech Recognition and Information Retrieval, Proceedings of the 1997 DARPA Speech Recognition Workshop, February 2-5, 1997.
• Hauptmann, A.G. and Witbrock, M., Informedia: News-on-Demand - Multimedia Information Acquisition and Retrieval, in Maybury, M. (ed). Intelligent Multimedia Information Retrieval (Postscript available.) 1997

• Hauptmann, A.G., and Smith, M., Text, Speech and Vision for Video Segmentation: The Informedia Project. AAAI Fall Symposium, Computational Models for Integrating Language and Vision , Boston, November 10-12, 1995.
• Hauptmann, A.G., Witbrock, M.J., Rudnicky, A.I., and Reed, S. Speech for Multimedia Information Retrieval UIST-95 Proceedings of the User Interface Software Technology Conference, Pittsburgh, November 1995.
• J. Mostow, A. Hauptmann, and S. Roth. Demonstration of a Reading Coach that Listens. In Proceedings of the Eighth Annual Symposium on User Interface Software and Technology, pp. 77-78. Sponsored by ACM SIGGRAPH and SIGCHI in cooperation with SIGSOFT, Pittsburgh, PA, November, 1995.
• Hauptmann, A.G., Speech for Multimedia Information Retrieval International Conference on Tools with Artificial Intelligence (ICTAI-96) Washington, DC, October, 1995.
• Hauptmann, A.G., Witbrock, M.J., and Christel, M.G. News-on-Demand: An Application of Informedia Technology, D-LIB Magazine, September, 1995, http://www.cnri.reston.va.us/home/dlib.html, cnri.dlib/september95-hauptmann.
• Wactlar, H.D. , Christel, M., Hauptmann, A., Kanade, T., Mauldin, M., Reddy, R., Smith, M., Stevens, S., Technical Challenges for the Informedia Digital Video Library Proceedings of ISDL'95: International Symposium on Digital Libraries 1995. Tsukuba Science City, Ibaraki, Japan, August 1995. (Invited paper)

• Rudnicky, A.I., Hauptmann, A.G., and Lee, K.-F. Survey of current speech technology. Communications of the ACM, 1994, 37(3), 52-57.
• A. Hauptmann, J. Mostow, S.F. Roth, M. Kane and A. Swift, A Prototype Reading Coach that Listens: Summary of Project LISTEN, in Proceedings of the ARPA Workshop on Human Language Technology, Princeton, NJ: March 1994.
• J. Mostow, S. Roth, A. Hauptmann, M. Kane, A. Swift, L. Chase, and B. Weide, "A Reading Coach that Listens", Video Track of the Twelfth National Conference on Artificial Intelligence (AAAI94), American Association for Artificial Intelligence, Seattle, WA, August 1994. Video (MPEG 60MB)
• J. Mostow, S. Roth, A. G. Hauptmann, and M. Kane, "A Prototype Reading Coach that Listens", Proceedings of the Twelfth National Conference on Artificial Intelligence (AAAI-94), American Association for Artificial Intelligence, Seattle, WA, August 1994, pp. 785-792. Recipient of the AAAI-94 Outstanding Paper Award.

• J. Mostow, A. G. Hauptmann, L. L. Chase, and S. Roth, "Towards a Reading Coach that Listens: Automated Detection of Oral Reading Errors", Proceedings of the Eleventh National Conference on Artificial Intelligence (AAAI93), American Association for Artificial Intelligence, Washington, DC, July 1993, pp. 392-397.
• Mostow, J., Roth, S., Hauptmann, A., Kane, M., Swift, A., Chase, L., & Weide, B. (1993). Getting Computers to Listen to Children Read: A New Way to Combat Illiteracy (7-minute 63MB MPEG video). Overview and Wizard of Oz research methodology of Project LISTEN as of July 1993.

• A.G. Hauptmann and A.I. Rudnicky, A comparison of speech versus typed input, in Proceedings of the Third DARPA Speech and Natural Language Workshop, Morgan Kaufmann, San Mateo, CA. June 1990.

• Young, S.R., Hauptmann, A.G., Ward, W.H., Smith, E.T., and Werner, P., High Level Knowledge Sources in Usable Speech Recognition Systems Communications of the ACM, volume 32, number 2, February 1989, pp. 183-194.
• Hauptmann, A.G., Speech and Gestures for Graphic Image Manipulation CHI-89 Proceedings of the Conference on Computer Human Interfaces, May 1989.
• Sheryl R. Young, Wayne H. Ward, and Alexander G. Hauptmann. Layering predictions: Flexible use of dialog expectation in speech recognition. In N. S. Sridharan, editor, Proceedings of the 11th International Joint Conference on Artificial Intelligence (IJCAI89), pages 1543--1549, Detroit, MI, USA, August 1989. Morgan Kaufmann.

• Hauptmann, A.G.. Young, S.R., and Ward, W.H. Using dialog-level knowledge sources to improve speech recognition. In Proceedings of AAAI-88, The 7th National Conference on Artificial Intelligence, American Association for Artificial Intelligence. 1988. pp. 729-733. Saint Paul, MN.
• W.H. Ward, A.G. Hauptmann, R.M. Stern and T. Chanak, Parsing Spoken Phrases Despite Missing Words, ICASSP-88, International Conference on Acoustics, Speech and Signal Processing, 1988.
• Young, S.R.. Hauptmann, A.G.. and Ward, W.H. An integrated speech and natural language dialog system: Using dialog knowledge in speech recognition. Department of Computer Science, Technical Report CMU-CS- 88-128, Carnegie-Mellon University, April, 1988.

• P.J. Hayes, A.G. Hauptmann, J.G. Carbonell and M. Tomita, Parsing Spoken Language: a Semantic Caseframe Approach, COLING-86, International Conference on Computational Linguistics, August 1986.