To appear- Automated Analysis of Ideological Bias in Video
with Alexander Hauptmann, Book Chpater in Multimedia Information Extraction - A multi-pronged approach to improving semantic extraction of news video
with Alexander Hauptmann, Ming-Yu Chen, Michael Christel, and Jun Yang, Journal of Signal Processing.
20092008
- Identifying Ideological Perspectives in Text and Video
Ph.D. thesis, Language Technologies Institute, School of Computer Science, Carnegie Mellon University, CMU-LTI-08-008. [Slides]
- Identifying Ideological Perspectives of Web Videos Using Folksonomies
with Alexander Hauptmann, AAAI Fall Symposium on Multimedia Information Extraction (MMIE).
- Exploiting the utility of fast-forward surrogates for BBC rushes
with Michael G. Christel, Alexander G. Hauptmann, Ming-Yu Chen, Bryan Maher, and Robert V. Baron. International Workshop on TRECVID Video Summarization at ACM Multimedia. - Identifying Ideological Perspectives of Web Videos using Patterns Emerging from Folksonomies
with Alexander Hauptmann, Wikis, Blogs, Bookmarking Tools - Mining the Web 2.0 (WBBTMine), Workshop at ECML/PKDD. [Slides] [Video]
- A Joint Topic and Perspective Model for Ideological Discourse
with Eric Xing, and Alexander Hauptmann, 2008 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD). [Slides]
- Do These News Videos Portray a News Event from Different Ideological Perspectives?
with Alexander Hauptmann, Second IEEE International Conference on Semantic Computing (ICSC). [slides]
- Efficient Search: The Informedia Video Retrieval System
with Alexander Hauptmann, Jonathan J. Wang, Jun Yang and
Michael Christel, 2008 ACM International Conference on Image and Video Retrieval (CIVR). - Identifying News Broadcasters' Ideological Perspectives Using a Large-Scale Video Ontology
with Alexander Hauptmann, Second International Language Resources for Content-Based Image Retrieval Workshop (OntoImage). [slides]
- Evaluating Audio Skimming and Frame Rate Acceleration for Summarizing BBC Rushes
with Michael Christel and Bryan Maher, 2008 ACM International Conference on Image and Video Retrieval (CIVR). - Vox Populi Annotation: Measuring Intensity of Ideological Perspectives by Aggregating Group Judgments
with Alexander Hauptmann, Sixth Language Resources and Evaluation Conference (LREC). [slides]
2007 - 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 BBC Rushes". In TRECVID BBC Rushes Summarization Workshop, 2007.
- Alexander G. Hauptmann, Michael G. Christel, Wei-Hao Lin, Bryan
Maher, Jun Yang, Robert V. Baron, and Guang Xiang, "Summarizing BBC Rushes the Informedia Way". In TRECVID Workshop 2007.
- A.G. Hauptmann and M.-Y.Chen and M. Christel and W.-H. Lin and J.
Yang, "A Hybrid Approach to Improving Semantic Extraction of News
Video", In IEEE International Conference on Semantic Computing (ICSC), 2007.
- Alexander Hauptmann, Rong Yan, Wei-Hao Lin, Michael Christel and
Howard Wactlar, "Filling the Semantic Gap in Video Retrieval: An
Exploration," Semantic Multimedia and Ontologies: Theory and Applications, 2007.
- Alexander Hauptmann, Rong Yan, and Wei-Hao Lin, "How many high-level concepts will fill the semantic gap in news video retrieval?", International Conference on Image and Video Retrieval (CIVR), 2007 (Nominated for Best Paper Award).
- Alexander Hauptmann, Rong Yan, Wei-Hao Lin, Michael Christel and
Howard Wactlar, "Can high-level concepts fill the semantic gap in video
retrieval? A case study with broadcast news", IEEE Transactions on Multimedia Journal, 9(5), 2007.
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, San Jose, CA, January 15-19, 2006.
- A. G. Hauptmann, M.-Y. Chen, M. Christel, W.-H. Lin, R. Yan, J. Yang, "Multi-Lingual Broadcast News Retrieval". In TRECVID Workshop 2006.
- Wei-Hao Lin and Alexander Hauptmann, "Label Disambiguation and Sequence Modeling for Identifying Human Activities from Wearable Physiological Sensors", IEEE International Conference on Multimedia and Expo (ICME), Toronto, Canada, July 9-12, 2006.
- Hsin-Hsi Chen, Wen-Cheng Lin, Changhua Yang and Wei-Hao Lin,
"Translating/Transliterating Named Entities for Multilingual Information Access", Journal of American Society for Information Science and Technology, Special Issue on Multilingual Information Systems. 57(5), 2006.
- 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", International Conference on Image and Video Retrieval (CIVR), July 13-15, 2006.
- Alexander Hauptmann, Wei-Hao Lin, Rong Yan, Jun Yang, Mingyu Chen,
"Extreme Video Retrieval: Joint Maximization of Human and Computer Performance", ACM Multimedia, 2006.
- Wei-Hao Lin, "Identifying Perspectives in Text and Video". Ph.D. Thesis Proposal, Language Technologies Institute, School of Computer Science, Carnegie Mellon University, 2006. [slides]
- Wei-Hao Lin and Alexander Hauptmann, "Do These Documents Convey Different Perspectives? A Test of Different Perspectives Based On Statistical Distribution Divergence". The 42th Conference on Association for Computational Linguistics (ACL), 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), 2006. [slides]
- Wei-Hao Lin, "Identifying Perspectives at the Document and Sentence Levels Using Statistical Models". HLT/NAACL 2006 Doctoral Consortium, New York, NY, USA, June 4, 2006. [slides]
- Wei-Hao Lin and Alexander Hauptmann, "Which Thousand Words are Worth a Picture? Experiments on Video Retrieval Using a Thousand Concepts", 2006 IEEE International Conference on Multimedia and Expo (ICME), Toronto, Canada, July 9--12, 2006.
2005 - Li CS, Chen SH, Lin WH, Yang YY, "Attentional Blink in Adolescents with Varying Levels of Impulsivity", Journal of Psychiatric Research, 39(2), 2005.
- 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, 2005.
- 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
- Alexander Hauptmann and Wei-Hao Lin, "Assessing Effectiveness in Video Retrieval", International Conference on Image and Video Retrieval (CIVR), Singapore, July 20-22, 2005.
- Wei-Hao Lin, "Which Side are You on? Identifying Document-Level and Sentence-Level Perspectives Using Statistical Models", 2005 LTI Student Research Symposium, Sep 23, 2005. [slides]
2004 - Li CS, Lin WH, Chang HL, Hung YW, "A Psychological Measure of
Attention Deficit in Children with Attention-Deficit/Hyperactivity
Disorder", Journal of Abnormal Psychology, 113(2), May 2004.
- A. Hauptmann, M.-Y. Chen, M. Christel, C. Huang, W.-H. Lin, T. Ng,
N. Papernick, A. Velivelli, J. Yang, R. Yan, H. Yang, H. D. Wactlar,
"Confounded Expectations: Informedia at TRECVID 2004", In TRECVID Workshop, 2004.
- Wei-Hao Lin and Alexander Hauptmann, "Informedia at PDMC", PDMC Workshop, Banff, Alberta, Canada, July 8, 2004. [slides]
- Wei-Hao Lin and Alexander Hauptmann, "Merging Rank Lists from Multiple Sources in Video Classification", IEEE International Conference on Multimedia and Expo (ICME), Taipei, Taiwan, June 27-30, 2004.
- Wei-Hao Lin and Alexander Hauptmann, "Modeling Timing Features in Broadcast News Video Classification", IEEE International Conference on Multimedia and Expo (ICME), Taipei, Taiwan, June 27-30, 2004.
2003 - Wei-Hao Lin and Alexander Hauptmann, " Meta-Classification: Combining Multimodal Classifiers", In Osmar R. Zaïane, Simon Simoff and Chabane Djeraba editors, Mining Multimedia and Complex Data, Springer Verlag, 2003.
- Wei-Hao Lin, Rong Jin, and Alexander Hauptmann, "Web Image Retrieval Re-Ranking with Relevance Model," IEEE/WIC International Conference on Web Intelligence (WI 2003), Halifax, Canada, Oct 13-17, 2003. [slides]
- 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. Yang, and H.D. Wactlar, "Informedia at TRECVID 2003: Analyzing and Searching Broadcast News Video", In TRECVID Workshop 2003.
2002 - Li CS, Lin WH, Yang YY, Huang CC, Chen TW, Chen YC, "Impairment of Temporal Attention in Patients with Schizophrenia", Neuroreport, 13(11), August 7, 2002.
- Wei-Hao Lin, Rong Jin, and Alexander Hauptmann, "Triggering Memories of Conversations using Multimodal Classifiers", AAAI-02 Workshop on Intelligent Situation-Aware Media and Presentation, Edmonton, Alberta, Canada, July 28, 2002
- Wei-Hao Lin and Alexander G. Hauptmann, "A Wearable Digital Library of Personal Conversations", Joint Conference on Digital Libraries (JCDL), Portland, Oregon, USA, July 14-18, 2002
- Wei-Hao Lin and Alexander Hauptmann, "News Video Classification Using SVM-based Multimodal Classifiers and Combination Strategies," ACM Multimedia, Juan Les Pins, France, Dec 1-6, 2002
- Wei-Hao Lin, Rong Jin, and Alexander Hauptmann, "Meta-classification of Multimedia Classifiers", International Workshop on Knowledge Discovery in Multimedia and Complex Data, Taipei, Taiwan, May 6, 2002
- A. Hauptmann, R. Yan, Y. Qi, R. Jin, M. Christel, M. Derthick,
M.-Y. Chen, Baron, W.-H. Lin, T. D. Ng, "Video Classification and Retrieval with the Informedia Digital Video Library System", In TRECVID Workshop 2002.
- Wei-Hao Lin and Hsin-Hsi Chen, "Backward Machine Transliteration by Learning Phonetic Similarity", Sixth Conference on Natural Language Learning (CoNLL), Taipei, Taiwan, August 31 - September 1, 2002.
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