IAFSE-SEMTE: Adaptive Intelligent Materials and Systems Center (AIMS)

Research Output

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Conference contribution
2016

Predicting online protest participation of social media users

Ranganath, S., Morstatter, F., Hu, X., Tang, J., Wang, S. & Liu, H., 2016, 30th AAAI Conference on Artificial Intelligence, AAAI 2016. AAAI press, p. 208-214 7 p.

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

8 Scopus citations

Real-Time Crisis Mapping Using Language Distribution

Sampson, J., Morstatter, F., Zafarani, R. & Liu, H., Jan 29 2016, Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015. Institute of Electrical and Electronics Engineers Inc., p. 1648-1651 4 p. 7395879

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

1 Scopus citations

Recommendation with social dimensions

Tang, J., Wang, S., Hu, X., Yin, D., Bi, Y., Chang, Y. & Liu, H., 2016, 30th AAAI Conference on Artificial Intelligence, AAAI 2016. AAAI press, p. 251-257 7 p.

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

39 Scopus citations

Relational learning with social status analysis

Wu, L., Hu, X. & 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. 513-522 10 p.

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

8 Scopus citations

Robust unsupervised feature selection on networked data

Li, J., Hu, X., Wu, L. & Liu, H., 2016, 16th SIAM International Conference on Data Mining 2016, SDM 2016. Society for Industrial and Applied Mathematics Publications, p. 387-395 9 p.

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

38 Scopus citations

Signed link analysis in social media networks

Beigi, G., Tang, J. & Liu, H., 2016, Proceedings of the 10th International Conference on Web and Social Media, ICWSM 2016. AAAI Press, p. 539-542 4 p.

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

18 Scopus citations

Social Answer: A System for Finding Appropriate Sites for Questions in Social Media

Dani, H., Morstatter, F., Hu, X., Yang, Z. & Liu, H., Jan 29 2016, Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015. Institute of Electrical and Electronics Engineers Inc., p. 1632-1635 4 p. 7395875

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

The effects of in-service induced reduction of bonding quality on the mode I, II, and I-II fracture toughness of CNT nanocomposites

Yekani Fard, M., Raji, B., Woodward, J. M. & Chattopadhyay, A., 2016, Advances in Aerospace Technology. American Society of Mechanical Engineers (ASME), Vol. 1.

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

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

Void nucleation and growth at grain boundaries in copper bicrystals with surface perturbations

Fortin, E. V., Opie, S., Brown, A. D., Lynch, J. M., Loomis, E. & Peralta, P., 2016, Mechanics of Solids, Structures and Fluids; NDE, Diagnosis, and Prognosis. American Society of Mechanical Engineers (ASME), Vol. 9.

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

Your age is no secret: Inferring microbloggers' ages via content and interaction analysis

Zhang, J., Hu, X., Zhang, Y. & Liu, H., 2016, Proceedings of the 10th International Conference on Web and Social Media, ICWSM 2016. AAAI Press, p. 476-485 10 p.

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

11 Scopus citations
2015

10 bits of surprise: Detecting malicious users with minimum information

Zafarani, R. & Liu, H., Oct 17 2015, International Conference on Information and Knowledge Management, Proceedings. Association for Computing Machinery, Vol. 19-23-Oct-2015. p. 423-431 9 p.

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

16 Scopus citations

Adaptive 3D Imaging and Tolerance Analysis of Prefabricated Components for Accelerated Construction

Kalasapudi, V. S., Tang, P., Zhang, C., Diosdado, J. & Ganapathy, R., 2015, Procedia Engineering. Elsevier Ltd, Vol. 118. p. 1060-1067 8 p.

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

8 Scopus citations

Adaptive learning of behavioral tasks for patients with Parkinson's disease using signals from deep brain stimulation

Zaker, N., Dutta, A., Maurer, A., Zhang, J. J., Hanrahan, S., Hebb, A. O., Kovvali, N. & Papandreou-Suppappola, A., Apr 24 2015, Conference Record - Asilomar Conference on Signals, Systems and Computers. IEEE Computer Society, Vol. 2015-April. p. 208-212 5 p. 7094429

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

6 Scopus citations

A hybrid model for damage localization and prognosis including temperature compensation

Neerukatti, R. K., Hensberry, K., Kovvali, N. & Chattopadhyay, A., 2015, SAMPE Baltimore 2015 Conference and Exhibition. Soc. for the Advancement of Material and Process Engineering, Vol. 2015-January.

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

1 Scopus citations

A Local SVD Framework for Stable Feature Selection for Clustering

Alelyani, S. & Liu, H., Oct 19 2015, Proceedings - 2015 IEEE 16th International Conference on Information Reuse and Integration, IRI 2015. Institute of Electrical and Electronics Engineers Inc., p. 236-243 8 p. 7300983

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

A multiscale model coupling molecular dynamics simulations and micromechanics to study the behavior of CNT-enhanced nanocomposites

Subramanian, N., Rai, A., Datta, S., Koo, B. & Chattopadhyay, A., 2015, 56th AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference. American Institute of Aeronautics and Astronautics Inc.

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

2 Scopus citations

A Photovoltaic (PV) array monitoring simulator

Peshin, S., Ramirez, D., Lee, J., Braun, H., Tepedelenlioglu, C., Spanias, A., Banavar, M. & Srinivansan, D., 2015, Proceedings of the IASTED International Conference Modelling, Identification and Control, MIC 2015. Acta Press, p. 180-186 7 p.

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

7 Scopus citations

A self-sensing fiber reinforced polymer composite using mechanophore-based smart polymer

Zou, J., Liu, Y., Chattopadhyay, A. & Dai, L., 2015, Proceedings of SPIE - The International Society for Optical Engineering. SPIE, Vol. 9432. 943204

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

1 Scopus citations

Automated tolerance analysis of curvilinear components using 3D point clouds for adaptive construction quality control

Kalasapudi, V. S. & Tang, P., 2015, Congress on Computing in Civil Engineering, Proceedings. January ed. American Society of Civil Engineers (ASCE), Vol. 2015-January. p. 57-65 9 p.

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

2 Scopus citations

Cell analytics in compound hit selection of bacterial inhibitors

Trevino, R. P., Kawamoto, S. A., Lamkin, T. J. & Liu, H., Dec 22 2015, Proceedings - 2015 IEEE International Conference on Big Data, IEEE Big Data 2015. Institute of Electrical and Electronics Engineers Inc., p. 1037-1042 6 p. 7363857

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

2 Scopus citations

Content-aware point of interest recommendation on location-based social networks

Gao, H., Tang, J., Hu, X. & Liu, H., Jun 1 2015, Proceedings of the National Conference on Artificial Intelligence. AI Access Foundation, Vol. 3. p. 1721-1727 7 p.

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

170 Scopus citations

Context-aware experience extraction from online health forums

Liu, Y., Chen, Y., Tang, J. & Liu, H., Dec 8 2015, Proceedings - 2015 IEEE International Conference on Healthcare Informatics, ICHI 2015. Institute of Electrical and Electronics Engineers Inc., p. 42-47 6 p. 7349672

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

5 Scopus citations

Coupling between non-local particle and finite element methods

Lin, E., Chen, H. & Liu, Y., 2015, AIAA Modeling and Simulation Technologies Conference, 2015. American Institute of Aeronautics and Astronautics Inc.

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

1 Scopus citations

Dual uncertainty minimization regularization and its applications on heterogeneous data

Cheng, Y., Choudhary, A., Wang, J., Pankanti, S. & Liu, H., Jan 26 2015, IEEE International Conference on Data Mining Workshops, ICDMW. January ed. IEEE Computer Society, Vol. 2015-January. p. 1163-1170 8 p. 7022727

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

Effect of material variability on progressive damage and micromechanics of composite materials

Johnston, J., Heitland, C. & Chattopadhyay, A., 2015, 56th AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference. American Institute of Aeronautics and Astronautics Inc.

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

2 Scopus citations

Eic-based fatigue life prediction for aging reinforced concrete beams

Ma, Y., Wang, L., Zhang, J. & Liu, Y., 2015, IABSE Conference, Geneva 2015: Structural Engineering: Providing Solutions to Global Challenges - Report. International Association for Bridge and Structural Engineering (IABSE), p. 1080-1087 8 p.

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

Embedded unsupervised feature selection

Wang, S., Tang, J. & Liu, H., Jun 1 2015, Proceedings of the National Conference on Artificial Intelligence. AI Access Foundation, Vol. 1. p. 470-476 7 p.

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

84 Scopus citations

Estimation of rapidly varying sea clutter using nearest Kronecker product approximation

Ebenezer, S. P. & Papandreou-Suppappola, A., Aug 4 2015, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-August. p. 3686-3690 5 p. 7178659

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

1 Scopus citations

Exploring a scalable solution to identifying events in noisy Twitter streams

Kumar, S., Liu, H., Mehta, S. & Subramaniam, L. V., Aug 25 2015, Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2015. Association for Computing Machinery, Inc, p. 496-499 4 p.

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

15 Scopus citations

Exploring implicit hierarchical structures for recommender systems

Wang, S., Tang, J., Wang, Y. & Liu, H., 2015, IJCAI International Joint Conference on Artificial Intelligence. International Joint Conferences on Artificial Intelligence, Vol. 2015-January. p. 1813-1819 7 p.

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

41 Scopus citations

Finding the right social media site for questions

Yang, Z., Jones, I., Hu, X. & Liu, H., Aug 25 2015, Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2015. Association for Computing Machinery, Inc, p. 639-644 6 p.

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

6 Scopus citations

Identification of material damage precursors using nonlinear ultrasonics

Bunget, G., Goff, A., Brown, N. K., Demo, J., Friedersdorf, F., Ghoshal, A., Pepi, M., Datta, S. & Chattopadhyay, A., 2015, 51st AIAA/SAE/ASEE Joint Propulsion Conference. American Institute of Aeronautics and Astronautics Inc, AIAA

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

2 Scopus citations

Irradiance estimation for a smart PV array

Braun, H., Peshin, S., Spanias, A., Tepedelenlioglu, C., Banavar, M., Kalyanasundaram, G. & Srinivasan, D., Oct 27 2015, 2015 IEEE Energy Conversion Congress and Exposition, ECCE 2015. Institute of Electrical and Electronics Engineers Inc., p. 1095-1099 5 p. 7309811

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

2 Scopus citations

Legislative prediction with dual uncertainty minimization from heterogeneous information

Cheng, Y., Agrawal, A., Liu, H. & Choudhary, A., 2015, SIAM International Conference on Data Mining 2015, SDM 2015. Society for Industrial and Applied Mathematics Publications, p. 361-369 9 p.

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

1 Scopus citations

Leveraging social foci for information seeking in social media

Ranganath, S., Tang, J., Hu, X., Sundaram, H. & Liu, H., Jun 1 2015, Proceedings of the National Conference on Artificial Intelligence. AI Access Foundation, Vol. 1. p. 261-267 7 p.

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

3 Scopus citations

LIKE and recommendation in social media

Lee, D. & Liu, H., May 18 2015, WWW 2015 Companion - Proceedings of the 24th International Conference on World Wide Web. Association for Computing Machinery, Inc, p. 1539-1540 2 p.

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

1 Scopus citations

Multiple mode track-before-detect for multiple targets

Ebenezer, S. P. & Papandreou-Suppappola, A., Oct 28 2015, 2012 International Waveform Diversity and Design Conference, WDD 2012. Institute of Electrical and Electronics Engineers Inc., p. 328-333 6 p. 7311273

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

1 Scopus citations

Multiple target track-before-detect in compound Gaussian clutter

Ebenezer, S. P. & Papandreou-Suppappola, A., Aug 4 2015, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-August. p. 2539-2543 5 p. 7178429

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

5 Scopus citations

Multiscale modeling of a mechanophore-embedded nanocomposite for damage initiation detection

Koo, B., Liu, Y., Chattopadhyay, A. & Dai, L., 2015, 56th AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference. American Institute of Aeronautics and Astronautics Inc.

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

Negative link prediction in social media

Tang, J., Chang, S., Aggarwal, C. & Liu, H., Feb 2 2015, WSDM 2015 - Proceedings of the 8th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 87-96 10 p.

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

71 Scopus citations

Nonlinear diffusion adaptation with bounded transmission over distributed networks

Lee, J., Tepedelenlioglu, C., Banavar, M. K. & Spanias, A., Sep 9 2015, IEEE International Conference on Communications. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-September. p. 6707-6711 5 p. 7249394

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

3 Scopus citations

Online diffusion source detection in social networks

Wang, H., Zhang, P., Chen, L., Liu, H. & Zhang, C., Sep 28 2015, Proceedings of the International Joint Conference on Neural Networks. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-September. 7280455

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

5 Scopus citations

Probabilistic fatigue life prediction of composite laminates using Bayesian updating

Peng, T. & Liu, Y., 2015, 17th AIAA Non-Deterministic Approaches Conference. American Institute of Aeronautics and Astronautics Inc.

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

2 Scopus citations

Propagation-based sentiment analysis for microblogging data

Tang, J., Nobata, C., Dong, A., Chang, Y. & Liu, H., 2015, SIAM International Conference on Data Mining 2015, SDM 2015. Society for Industrial and Applied Mathematics Publications, p. 577-585 9 p.

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

11 Scopus citations

Radar tracking waveform design in continuous space and optimization selection using differential evolution

Paul, B., Bliss, D. & Papandreou-Suppappola, A., Apr 24 2015, Conference Record - Asilomar Conference on Signals, Systems and Computers. IEEE Computer Society, Vol. 2015-April. p. 2032-2036 5 p. 7094829

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

1 Scopus citations

Sarcasm detection on twitter: A behavioral modeling approach

Rajadesingan, A., Zafarani, R. & Liu, H., Feb 2 2015, WSDM 2015 - Proceedings of the 8th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 97-106 10 p.

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

118 Scopus citations

Social Role Identification via Dual Uncertainty Minimization Regularization

Cheng, Y., Agrawal, A., Choudhary, A., Liu, H. & Zhang, T., Jan 26 2015, Proceedings - IEEE International Conference on Data Mining, ICDM. January ed. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-January. p. 767-772 6 p. 7023398

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

6 Scopus citations

Social Spammer Detection with Sentiment Information

Hu, X., Tang, J., Gao, H. & Liu, H., Jan 26 2015, Proceedings - IEEE International Conference on Data Mining, ICDM. January ed. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-January. p. 180-189 10 p. 7023335

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

29 Scopus citations

Surpassing the limit: Keyword clustering to improve Twitter sample coverage

Sampson, J., Morstatter, F., Maciejewski, R. & Liu, H., Aug 24 2015, HT 2015 - Proceedings of the 26th ACM Conference on Hypertext and Social Media. Association for Computing Machinery, Inc, p. 237-245 9 p.

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

10 Scopus citations