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  • 2013

    Mining causal topics in text data: Iterative topic modeling with time series feedback

    Kim, H. D., Castellanos, M., Hsu, M., Zhai, C. X., Rietz, T. & Diermeier, D., 2013, CIKM 2013 - Proceedings of the 22nd ACM International Conference on Information and Knowledge Management. p. 885-890 6 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Mining entity attribute synonyms via compact clustering

    Li, Y., Hsu, B. J., Zhai, C. X. & Wang, K., 2013, CIKM 2013 - Proceedings of the 22nd ACM International Conference on Information and Knowledge Management. p. 867-872 6 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Multiview discriminative learning for age-invariant face recognition

    Sungatullina, D., Lu, J., Wang, G. & Moulin, P., 2013, 2013 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, FG 2013. 6553724. (2013 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, FG 2013).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • New probabilistic galaxy classification in large photometric surveys

    Liang, F. & Brunner, R. J., 2013, Proceedings of Astronomical Data Analysis Software and Systems XXII.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • On the detectability of node grouping in networks

    Wang, C., Wang, H., Liu, J., Ji, M., Su, L., Chen, Y. & Han, J., 2013, Proceedings of the 2013 SIAM International Conference on Data Mining, SDM 2013. Ghosh, J., Obradovic, Z., Dy, J., Zhou, Z.-H., Kamath, C. & Parthasarathy, S. (eds.). Siam Society, p. 713-721 9 p. (Proceedings of the 2013 SIAM International Conference on Data Mining, SDM 2013).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Ranking explanatory sentences for opinion summarization

    Kim, H. D., Castellanos, M. G., Hsu, M., Zhai, C. X., Dayal, U. & Ghosh, R., 2013, SIGIR 2013 - Proceedings of the 36th International ACM SIGIR Conference on Research and Development in Information Retrieval. p. 1069-1072 4 p. (SIGIR 2013 - Proceedings of the 36th International ACM SIGIR Conference on Research and Development in Information Retrieval).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Regularized Adaboost for content identification

    Yu, H. & Mouliny, P., Oct 18 2013, 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. p. 3078-3082 5 p. 6638224. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • RGB-D video content identification

    Yu, H., Moulin, P. & Roy, S., Oct 18 2013, 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. p. 3776-3780 5 p. 6638364. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Robust Unsupervised Feature Selection

    Qian, M. & Zhai, C., 2013, IJCAI 2013 - Proceedings of the 23rd International Joint Conference on Artificial Intelligence. p. 1621-1627 7 p. (IJCAI International Joint Conference on Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Statistical translation language model for twitter search

    Karimzadehgan, M., Zhai, C. X. & Efron, M., 2013, International Conference on the Theory of Information Retrieval, ICTIR 2013 Proceedings. p. 121-124 4 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Structural parse tree features for text representation

    Massung, S., Zhai, C. & Hockenmaier, J., 2013, Proceedings - 2013 IEEE 7th International Conference on Semantic Computing, ICSC 2013. p. 9-16 8 p. 6693488. (Proceedings - 2013 IEEE 7th International Conference on Semantic Computing, ICSC 2013).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Understanding evolution of research themes: A probabilistic generative model for citations

    Wang, X., Zhai, C. & Roth, D., Aug 11 2013, KDD 2013 - 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Parekh, R., He, J., Inderjit, D. S., Bradley, P., Koren, Y., Ghani, R., Senator, T. E., Grossman, R. L. & Uthurusamy, R. (eds.). Association for Computing Machinery, p. 1115-1123 9 p. 2487698. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. Part F128815).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Universal multiple outlier hypothesis testing

    Li, Y., Nitinawarat, S. & Veeravalli, V. V., 2013, 2013 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2013. p. 177-180 4 p. 6714036. (2013 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2013).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Universal outlier hypothesis testing

    Li, Y., Nitinawarat, S. & Veeravalli, V. V., 2013, 2013 IEEE International Symposium on Information Theory, ISIT 2013. p. 2666-2670 5 p. 6620710. (IEEE International Symposium on Information Theory - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Unstructured sequential testing in sensor networks

    Fellouris, G. & Tartakovsky, A., 2013, 2013 IEEE 52nd Annual Conference on Decision and Control, CDC 2013. Institute of Electrical and Electronics Engineers Inc., p. 4784-4789 6 p. 6760639. (Proceedings of the IEEE Conference on Decision and Control).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • Unsupervised identification of synonymous query intent templates for attribute intents

    Li, Y., Hsu, B. J. & Zhai, C., 2013, CIKM 2013 - Proceedings of the 22nd ACM International Conference on Information and Knowledge Management. p. 2029-2038 10 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Weighted rank aggregation via relaxed integer programming

    Raisali, F., Hassanzadeh, F. F. & Milenkovic, O., 2013, 2013 IEEE International Symposium on Information Theory, ISIT 2013. p. 2765-2769 5 p. 6620729. (IEEE International Symposium on Information Theory - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
  • 2012

    A depth camera based fall recognition system for the elderly

    Dubey, R., Ni, B. & Moulin, P., 2012, Image Analysis and Recognition - 9th International Conference, ICIAR 2012, Proceedings. PART 2 ed. p. 106-113 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7325 LNCS, no. PART 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • A discriminative model for query spelling correction with latent structural SVM

    Duan, H., Li, Y., Zhai, C. X. & Roth, D., 2012, EMNLP-CoNLL 2012 - 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, Proceedings of the Conference. p. 1511-1521 11 p. (EMNLP-CoNLL 2012 - 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • A generalized hidden Markov model with discriminative training for query spelling correction

    Li, Y., Duan, H. & Zhai, C., 2012, SIGIR'12 - Proceedings of the International ACM SIGIR Conference on Research and Development in Information Retrieval. p. 611-620 10 p. (SIGIR'12 - Proceedings of the International ACM SIGIR Conference on Research and Development in Information Retrieval).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • A log-logistic model-based interpretation of TF normalization of BM25

    Lv, Y. & Zhai, C., 2012, Advances in Information Retrieval - 34th European Conference on IR Research, ECIR 2012, Proceedings. p. 244-255 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7224 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Alternating Markov chains for distribution estimation in the presence of errors

    Farnoud, F., Santhanam, N. P. & Milenkovic, O., 2012, 2012 IEEE International Symposium on Information Theory Proceedings, ISIT 2012. p. 2017-2021 5 p. 6283684. (IEEE International Symposium on Information Theory - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Analytical precision limits in slitless spectroscopy

    Oktem, F. S. & Kamalabadi, F., 2012, 2012 IEEE Statistical Signal Processing Workshop, SSP 2012. p. 468-471 4 p. 6319734. (2012 IEEE Statistical Signal Processing Workshop, SSP 2012).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Axiomatic analysis of translation language model for information retrieval

    Karimzadehgan, M. & Zhai, C., 2012, Advances in Information Retrieval - 34th European Conference on IR Research, ECIR 2012, Proceedings. p. 268-280 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7224 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • BiasTrust: Teaching biased users about controversial topics

    Vydiswaran, V. G. V., Zhai, C., Roth, D. & Pirolli, P., 2012, CIKM 2012 - Proceedings of the 21st ACM International Conference on Information and Knowledge Management. p. 1905-1909 5 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Building enriched web page representations using link paths

    Weninger, T., Zhai, C. X. & Han, J., 2012, HT'12 - Proceedings of 23rd ACM Conference on Hypertext and Social Media. p. 53-62 10 p. (HT'12 - Proceedings of 23rd ACM Conference on Hypertext and Social Media).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Causal compressive sensing for gene network inference

    Deng, M., Emad, A. & Milenkovic, O., 2012, 2012 IEEE Statistical Signal Processing Workshop, SSP 2012. p. 696-699 4 p. 6319797. (2012 IEEE Statistical Signal Processing Workshop, SSP 2012).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Click patterns: An empirical representation of complex query intents

    Duan, H., Kiciman, E. & Zhai, C. X., 2012, CIKM 2012 - Proceedings of the 21st ACM International Conference on Information and Knowledge Management. p. 1035-1044 10 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • CloudSpeller: Query spelling correction by using a unified Hidden Markov Model with Web-scale resources

    Li, Y., Duan, H. & Zhai, C. X., 2012, WWW'12 - Proceedings of the 21st Annual Conference on World Wide Web Companion. p. 567-568 2 p. (WWW'12 - Proceedings of the 21st Annual Conference on World Wide Web Companion).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Controlled sensing for hypothesis testing

    Nitinawarat, S., Atia, G. K. & Veeravalli, V. V., 2012, 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012 - Proceedings. p. 5277-5280 4 p. 6289111. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Controlled sensing for sequential multihypothesis testing

    Atia, G. K. & Veeravalli, V. V., 2012, 2012 IEEE International Symposium on Information Theory Proceedings, ISIT 2012. p. 2196-2200 5 p. 6283841. (IEEE International Symposium on Information Theory - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Data-efficient minimax quickest change detection

    Banerjee, T. & Veeravalli, V. V., 2012, 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012 - Proceedings. p. 3937-3940 4 p. 6288779. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Degrees of freedom (DoF) of locally connected interference channels with cooperating multiple-antenna transmitters

    Gamal, A. E., Annapureddy, V. S. & Veeravalli, V. V., 2012, 2012 IEEE International Symposium on Information Theory Proceedings, ISIT 2012. p. 1538-1542 5 p. 6283522. (IEEE International Symposium on Information Theory - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Degrees of freedom (DoF) of locally connected interference channels with coordinated multi-point (CoMP) transmission

    Gamal, A. E., Annapureddy, V. S. & Veeravalli, V. V., 2012, 2012 IEEE International Conference on Communications, ICC 2012. p. 2293-2297 5 p. 6364077. (IEEE International Conference on Communications).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • Energy-efficient quickest change detection in sensor networks

    Banerjee, T. & Veeravalli, V. V., 2012, 2012 IEEE Statistical Signal Processing Workshop, SSP 2012. p. 636-639 4 p. 6319781. (2012 IEEE Statistical Signal Processing Workshop, SSP 2012).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • FindiLike: Preference driven entity search

    Ganesan, K. & Zhai, C. X., 2012, WWW'12 - Proceedings of the 21st Annual Conference on World Wide Web Companion. p. 345-348 4 p. (WWW'12 - Proceedings of the 21st Annual Conference on World Wide Web Companion).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Finite blocklength coding for multiple access channels

    Huang, Y. W. & Moulin, P., 2012, 2012 IEEE International Symposium on Information Theory Proceedings, ISIT 2012. p. 831-835 5 p. 6284677. (IEEE International Symposium on Information Theory - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Hybrid noncoherent network coding

    Skachek, V., Milenkovic, O. & Nedić, A., 2012, 2012 International Symposium on Network Coding, NetCod 2012. IEEE Computer Society, p. 7-12 6 p. (2012 International Symposium on Network Coding, NetCod 2012).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • InCaToMi: Integrative causal topic miner between textual and non-textual time series data

    Kim, H. D., Zhai, C. X., Rietz, T. A., Diermeier, D., Hsu, M., Castellanos, M. & Ceja Limon, C. A., 2012, CIKM 2012 - Proceedings of the 21st ACM International Conference on Information and Knowledge Management. p. 2689-2691 3 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Micropinion generation: An unsupervised approach to generating ultra-concise summaries of opinions

    Ganesan, K., Zhai, C. X. & Viegas, E., 2012, WWW'12 - Proceedings of the 21st Annual Conference on World Wide Web. p. 869-878 10 p. (WWW'12 - Proceedings of the 21st Annual Conference on World Wide Web).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Mining long-lasting exploratory user interests from search history

    Tan, B., Lv, Y. & Zhai, C., 2012, CIKM 2012 - Proceedings of the 21st ACM International Conference on Information and Knowledge Management. p. 1477-1481 5 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Model-based decoding metrics for content identification

    Naini, R. & Moulin, P., 2012, 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012 - Proceedings. p. 1829-1832 4 p. 6288257. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Nonuniform vote aggregation algorithms

    Farnoud, F., Touri, B. & Milenkovic, O., 2012, 2012 International Conference on Signal Processing and Communications, SPCOM 2012. 6290238. (2012 International Conference on Signal Processing and Communications, SPCOM 2012).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • Omni-range spatial contexts for visual classification

    Ni, B., Xu, M., Tang, J., Yan, S. & Moulin, P., 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2012. p. 3514-3521 8 p. 6248094. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • On fingerprinting capacity games for arbitrary alphabets and their asymptotics

    Huang, Y. W. & Moulin, P., 2012, 2012 IEEE International Symposium on Information Theory Proceedings, ISIT 2012. p. 2571-2575 5 p. 6283982. (IEEE International Symposium on Information Theory - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Online learning with kernels: Overcoming the growing sum problem

    Singh, A., Ahuja, N. & Moulin, P., 2012, 2012 IEEE International Workshop on Machine Learning for Signal Processing - Proceedings of MLSP 2012. 6349811. (IEEE International Workshop on Machine Learning for Signal Processing, MLSP).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • On optimal message assignments for interference channels with CoMP transmission

    El Gamal, A., Annapureddy, V. S. & Veeravalli, V. V., 2012, 2012 46th Annual Conference on Information Sciences and Systems, CISS 2012. 6310722. (2012 46th Annual Conference on Information Sciences and Systems, CISS 2012).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Order-preserving sparse coding for sequence classification

    Ni, B., Moulin, P. & Yan, S., 2012, Computer Vision, ECCV 2012 - 12th European Conference on Computer Vision, Proceedings. PART 2 ed. p. 173-187 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7573 LNCS, no. PART 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Pairwise exemplar clustering

    Yang, Y., Chu, X., Liang, F. & Huang, T. S., 2012, AAAI-12 / IAAI-12 - Proceedings of the 26th AAAI Conference on Artificial Intelligence and the 24th Innovative Applications of Artificial Intelligence Conference. p. 1204-1211 8 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Pooling robust shift-invariant sparse representations of acoustic signals

    Huang, P. S., Yang, J., Hasegawa-Johnson, M., Liang, F. & Huang, T. S., 2012, 13th Annual Conference of the International Speech Communication Association 2012, INTERSPEECH 2012. p. 2517-2520 4 p. (13th Annual Conference of the International Speech Communication Association 2012, INTERSPEECH 2012; vol. 3).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution