Research Output

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Conference contribution

Time-dependent event hierarchy construction

Fung, G. P. C., Yu, J. X., Liu, H. & Yu, P. S., Dec 14 2007, KDD-2007: Proceedings of the Thirteenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 300-309 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

55 Scopus citations

Tool-based curricula and visual learning

Vasileska, D., Klimeck, G., Magana, A. & Goodnick, S., Jan 1 2010, 9th European Conference on eLearning 2010, ECEL 2010. Academic Conferences Limited, p. 643-656 14 p. (9th European Conference on eLearning 2010, ECEL 2010).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Top-gated thin film FETs fabricated from arrays of self-aligned semiconducting carbon nanotubes

Engel, M., Small, J. P., Steiner, M., Lin, Y. M., Green, A. A., Hersam, M. C. & Avouris, P., Dec 1 2008, 66th DRC Device Research Conference Digest, DRC 2008. p. 149-150 2 p. 4800778. (Device Research Conference - Conference Digest, DRC).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Topology preserving domain adaptation for addressing subject based variability in SEMG signal

Chattopadhyay, R., Krishnan, N. C. & Panchanathan, S., Aug 15 2011, Computational Physiology - Papers from the AAAI Spring Symposium, Technical Report. p. 4-9 6 p. (AAAI Spring Symposium - Technical Report; vol. SS-11-04).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

12 Scopus citations

Toward dual roles of users in recommender systems

Wang, S., Tang, J. & Liu, H., Oct 17 2015, International Conference on Information and Knowledge Management, Proceedings. Association for Computing Machinery, Vol. 19-23-Oct-2015. p. 1651-1660 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

13 Scopus citations

Toward personalized relational learning

Li, J., Wu, L., Zaïane, O. R. & Liu, H., 2017, Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017. Society for Industrial and Applied Mathematics Publications, p. 444-452 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

14 Scopus citations

Towards building a social computing tool for social scientists

Kumar, S., Agarwal, N. & Liu, H., Oct 28 2010, 2010 3rd International Conference on Human-Centric Computing, HumanCom 2010. 5563334. (2010 3rd International Conference on Human-Centric Computing, HumanCom 2010).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Towards fatigue and intensity measurement framework during continuous repetitive activities

Chattopadhyay, R., Pradhan, G. & Panchanathan, S., Oct 18 2010, 2010 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2010 - Proceedings. p. 1341-1346 6 p. 5488258. (2010 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2010 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Scopus citations

Towards Single Cell Fingerprinting in Microfluidic Device Format: Single Cell Manipulation, Protein Separation and Detection

Hellmich, W., Leffhalm, K., Sischka, A., Duong, T., Jensen, N., Niehaus, K., Tonsing, K., Ros, A. & Anselmetti, D., 2005, µTAS Proceedings.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Toward the detection of abnormal chest radiographs the way radiologists do it

Alzubaidi, M., Patel, A., Panchanathan, S. & Black, J. A., May 13 2011, Medical Imaging 2011: Computer-Aided Diagnosis. 796337. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7963).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Toward time-evolving feature selection on dynamic networks

Li, J., Hu, X., Jian, L. & Liu, H., Jan 31 2017, Proceedings - 16th IEEE International Conference on Data Mining, ICDM 2016. Institute of Electrical and Electronics Engineers Inc., p. 1003-1008 6 p. 7837940

Research output: Chapter in Book/Report/Conference proceedingConference contribution

12 Scopus citations

Tracing fake-news footprints: Characterizing social media messages by how they propagate

Wu, L. & Liu, H., Feb 2 2018, WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 637-645 9 p. (WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining; vol. 2018-Febuary).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

42 Scopus citations

Transfer learning framework for early detection of fatigue using noninvasive surface electromyogram signals (SEMG)

Chattopadhyay, R., Ye, J. & Panchanathan, S., Aug 15 2011, Computational Physiology - Papers from the AAAI Spring Symposium, Technical Report. p. 10-12 3 p. (AAAI Spring Symposium - Technical Report; vol. SS-11-04).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Transfer of multimodal emotion features in deep belief networks

Ranganathan, H., Chakraborty, S. & Panchanathan, S., Mar 1 2017, Conference Record of the 50th Asilomar Conference on Signals, Systems and Computers, ACSSC 2016. IEEE Computer Society, p. 449-453 5 p. 7869079

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Transform-domain features for ion-channel sensors

Kwon, H., Knee, P., Spanias, A., Goodnick, S., Thornton, T. & Phillips, S., Dec 1 2008, Proceedings of the 5th IASTED International Conference on Signal Processing, Pattern Recognition, and Applications, SPPRA 2008. p. 272-275 4 p. (Proceedings of the 5th IASTED International Conference on Signal Processing, Pattern Recognition, and Applications, SPPRA 2008).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Scopus citations

Transform domain features for ion-channel signal classification using support vector machines

Ramamurthy, K. N., Thiagarajan, J. J., Sattigeri, P., Konnanath, B., Spanias, A., Thornton, T., Prasad, S., Goryll, M., Phillips, S. & Goodnick, S., Dec 1 2009, Final Program and Abstract Book - 9th International Conference on Information Technology and Applications in Biomedicine, ITAB 2009. 5394297. (Final Program and Abstract Book - 9th International Conference on Information Technology and Applications in Biomedicine, ITAB 2009).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Transforming clinical rehabilitation into interactive multimedia

Vuong, C. H., Ingalls, T. M. & Abbas, J., Dec 29 2011, MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops. p. 937-940 4 p. (MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

TranslatAble: Giving individuals with complex communication needs a voice through speech and gesture recognition

Moore, M. & Panchanathan, S., Oct 23 2016, ASSETS 2016 - Proceedings of the 18th International ACM SIGACCESS Conference on Computers and Accessibility. Association for Computing Machinery, Inc, p. 321-322 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Transport through magnetic quantum point contacts

Day, T. E., Cummings, A., Burke, A. M., Reno, J. L., Ferry, D. K. & Goodnick, S., Dec 1 2009, 2009 9th IEEE Conference on Nanotechnology, IEEE NANO 2009. p. 364-365 2 p. 5394670. (2009 9th IEEE Conference on Nanotechnology, IEEE NANO 2009).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Trust evaluation in health information on the world wide web

Moturu, S. T., Liu, H. & Johnson, W., Dec 1 2008, Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08. p. 1525-1528 4 p. 4649459. (Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology").

Research output: Chapter in Book/Report/Conference proceedingConference contribution

26 Scopus citations

Trust in social computing

Tang, J. & Liu, H., Apr 7 2014, WWW 2014 Companion - Proceedings of the 23rd International Conference on World Wide Web. Association for Computing Machinery, Inc, p. 207 1 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

10 Scopus citations

Turning Clicks into purchases: Revenue optimization for product search in e-commerce

Wu, L., Hu, D., Hong, L. & Liu, H., Jun 27 2018, 41st International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2018. Association for Computing Machinery, Inc, p. 365-374 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

13 Scopus citations

Two-dimensional electronic spectroscopy of semiconducting single-walled carbon nanotubes

Graham, M. W., Calhoun, T. R., Green, A. A., Hersam, M. C. & Fleming, G. R., Dec 1 2010, International Conference on Ultrafast Phenomena, UP 2010. (Optics InfoBase Conference Papers).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Two-dimensional linear discriminant analysis

Ye, J., Janardan, R. & Li, Q., Jan 1 2005, Advances in Neural Information Processing Systems 17 - Proceedings of the 2004 Conference, NIPS 2004. Neural information processing systems foundation, (Advances in Neural Information Processing Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

149 Scopus citations

Ultrafast carrier relaxation and nonequilibrium phonons in hot carrier solar cells

Goodnick, S. & Honsberg, C., Dec 1 2011, Program - 37th IEEE Photovoltaic Specialists Conference, PVSC 2011. p. 2066-2070 5 p. 6186359. (Conference Record of the IEEE Photovoltaic Specialists Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Ultrafast carrier relaxationprocesses in advanced concept solar cells

Goodnick, S., Honsberg, C. & Zou, Y., Nov 10 2014, Latin America Optics and Photonics Conference, LAOP 2014. Optical Society of America (OSA)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Ultrafast carrier relaxationprocesses in advanced concept solar cells

Goodnick, S., Honsberg, C. & Zou, Y., Nov 10 2014, Latin America Optics and Photonics Conference, LAOP 2014. Optical Society of America (OSA)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Ultrafast carrier relaxationprocesses in advanced concept solar cells

Goodnick, S., Honsberg, C. & Zou, Y., Nov 10 2014, Latin America Optics and Photonics Conference, LAOP 2014. Optical Society of America (OSA)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Ultrafast carrier relaxation processes in advanced concept solar cells

Goodnick, S., Honsberg, C. & Zou, Y., Jan 1 2013, Optics for Solar Energy, SOLAR 2013. Optical Society of America, (Optics InfoBase Conference Papers).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Ultrafast carrier relaxation processes in advanced concept solar cells

Goodnick, S., Honsberg, C. & Zou, Y., Nov 10 2014, Latin America Optics and Photonics Conference, LAOP 2014. Optical Society of America (OSA)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Uncovering cross-dimension group structures in multi-dimensional networks

Tang, L. & Liu, H., Dec 1 2009, Society for Industrial and Applied Mathematics - 9th SIAM International Conference on Data Mining 2009, Proceedings in Applied Mathematics 133. p. 1374-1381 8 p. (Society for Industrial and Applied Mathematics - 9th SIAM International Conference on Data Mining 2009, Proceedings in Applied Mathematics; vol. 3).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Uncovering groups via heterogeneous interaction analysis

Tang, L., Wang, X. & Liu, H., Dec 1 2009, ICDM 2009 - The 9th IEEE International Conference on Data Mining. p. 503-512 10 p. 5360276. (Proceedings - IEEE International Conference on Data Mining, ICDM).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

90 Scopus citations

Understanding and identifying advocates for political campaigns on social media

Ranganath, S., Hu, X., Tang, J. & Liu, H., Feb 8 2016, WSDM 2016 - Proceedings of the 9th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 43-52 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Scopus citations

Understanding automatically-generated patches through symbolic invariant differences

Cashin, P., Martinez, C., Weimer, W. & Forrest, S., Nov 2019, Proceedings - 2019 34th IEEE/ACM International Conference on Automated Software Engineering, ASE 2019. Institute of Electrical and Electronics Engineers Inc., p. 411-414 4 p. 8952219. (Proceedings - 2019 34th IEEE/ACM International Conference on Automated Software Engineering, ASE 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Understanding cyber attack behaviors with sentiment information on social media

Shu, K., Sliva, A., Sampson, J. & Liu, H., Jan 1 2018, Social, Cultural, and Behavioral Modeling - 11th International Conference, SBP-BRiMS 2018, Proceedings. Bisgin, H., Thomson, R., Hyder, A. & Dancy, C. (eds.). Springer Verlag, p. 377-388 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10899 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Understanding the effects of sampling on healthcare risk modeling for the prediction of future high-cost patients

Moturu, S. T., Liu, H. & Johnson, W., Dec 1 2008, Biomedical Engineering Systems and Technologies - International Joint Conference, BIOSTEC 2008, Revised Selected Papers. p. 493-506 14 p. (Communications in Computer and Information Science; vol. 25 CCIS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Understanding Transport in Heterojunction Contact Stacks by Simulating Silicon Heterojunction TLM Structures

Muralidharan, P., Leilaeioun, A. M., Weigand, W., Holman, Z., Goodnick, S. & Vasileska, D., Nov 26 2018, 2018 IEEE 7th World Conference on Photovoltaic Energy Conversion, WCPEC 2018 - A Joint Conference of 45th IEEE PVSC, 28th PVSEC and 34th EU PVSEC. Institute of Electrical and Electronics Engineers Inc., p. 2166-2169 4 p. 8548166

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Understanding twitter data with tweetxplorer

Morstatter, F., Kumar, S., Liu, H. & Maciejewski, R., Aug 11 2013, KDD 2013 - 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, Vol. Part F128815. p. 1482-1485 4 p. 2487703

Research output: Chapter in Book/Report/Conference proceedingConference contribution

41 Scopus citations

Understanding user migration patterns in social media

Kumar, S., Zafarani, R. & Liu, H., Nov 2 2011, AAAI-11 / IAAI-11 - Proceedings of the 25th AAAI Conference on Artificial Intelligence and the 23rd Innovative Applications of Artificial Intelligence Conference. p. 1204-1209 6 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

23 Scopus citations

Understanding User Profiles on Social Media for Fake News Detection

Shu, K., Wang, S. & Liu, H., Jun 26 2018, Proceedings - IEEE 1st Conference on Multimedia Information Processing and Retrieval, MIPR 2018. Institute of Electrical and Electronics Engineers Inc., p. 430-435 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

15 Scopus citations

Unraveling fabrication and calibration of wearable gas monitor for use under free-living conditions

Deng, Y., Chen, C., Tsow, F., Xian, X. & Forzani, E., Oct 13 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-October. p. 4897-4900 4 p. 7591825

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Unsupervised feature selection for linked social media data

Tang, J. & Liu, H., Sep 14 2012, KDD'12 - 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 904-912 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

109 Scopus citations

Unsupervised feature selection for multi-view data in social media

Tang, J., Hu, X., Gao, H. & Liu, H., Jan 1 2013, Proceedings of the 2013 SIAM International Conference on Data Mining, SDM 2013. Parthasarathy, S., Ghosh, J., Zhou, Z-H., Dy, J., Obradovic, Z. & Kamath, C. (eds.). Siam Society, p. 270-278 9 p. (Proceedings of the 2013 SIAM International Conference on Data Mining, SDM 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

68 Scopus citations

Unsupervised feature selection for multi-view data in social media

Tang, J., Hu, X., Gao, H. & Liu, H., 2013, SIAM International Conference on Data Mining 2013, SMD 2013. Society for Industrial and Applied Mathematics Publications, p. 270-278 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Unsupervised feature selection for outlier detection by modelling hierarchical value-feature couplings

Pang, G., Cao, L., Chen, L. & Liu, H., Jan 31 2017, Proceedings - 16th IEEE International Conference on Data Mining, ICDM 2016. Institute of Electrical and Electronics Engineers Inc., p. 410-419 10 p. 7837865

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Scopus citations

Unsupervised feature selection in signed social networks

Cheng, K., Li, J. & Liu, H., Aug 13 2017, KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, Vol. Part F129685. p. 777-786 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

21 Scopus citations

Unsupervised sentiment analysis for social media images

Wang, Y., Wang, S., Tang, J., Liu, H. & Li, B., 2015, IJCAI International Joint Conference on Artificial Intelligence. International Joint Conferences on Artificial Intelligence, Vol. 2015-January. p. 2378-2379 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

51 Scopus citations

Unsupervised sentiment analysis with emotional signals

Hu, X., Tang, J., Gao, H. & Liu, H., Dec 1 2013, WWW 2013 - Proceedings of the 22nd International Conference on World Wide Web. p. 607-617 11 p. (WWW 2013 - Proceedings of the 22nd International Conference on World Wide Web).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

213 Scopus citations

Unsupervised sentiment analysis with signed social networks

Cheng, K., Li, J., Tang, J. & Liu, H., 2017, 31st AAAI Conference on Artificial Intelligence, AAAI 2017. AAAI press, p. 3429-3435 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

20 Scopus citations

Unsupervised streaming feature selection in social media

Li, J., Hu, X., Tang, J. & Liu, H., Oct 17 2015, International Conference on Information and Knowledge Management, Proceedings. Association for Computing Machinery, Vol. 19-23-Oct-2015. p. 1041-1050 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

33 Scopus citations