Research Output 1970 2019

Conference contribution
7 Citations (Scopus)

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

Managers
Experiments
2 Citations (Scopus)

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

Social Media
Attack
Logistics
Planning
Communication

Understanding nanoparticle diffusion and exploring interfacial nanorheology using molecular dynamics simulations

Song, Y., Luo, M. & Dai, L., 2009, AIChE Annual Meeting, Conference Proceedings.

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

Molecular dynamics
Nanoparticles
Computer simulation
2 Citations (Scopus)

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

Moturu, S. T., Liu, H. & Johnson, W., 2008, Communications in Computer and Information Science. Vol. 25 CCIS. p. 493-506 14 p. (Communications in Computer and Information Science; vol. 25 CCIS).

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

Sampling
Costs
Data mining
Health care
Learning systems
39 Citations (Scopus)

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

Hurricanes
Visualization
Big data
22 Citations (Scopus)

Understanding user migration patterns in social media

Kumar, S., Zafarani, R. & Liu, H., 2011, Proceedings of the National Conference on Artificial Intelligence. Vol. 2. p. 1204-1209 6 p.

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

Competitive intelligence
Gages
9 Citations (Scopus)

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

Costs
15 Citations (Scopus)

"Unmuddying" course content using muddiest point reflections

Carberry, A., Krause, S., Ankeny, C. & Waters, C., 2013, Proceedings - Frontiers in Education Conference, FIE. p. 937-942 6 p. 6684966

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

Students
student
utility value
Values
appeal
103 Citations (Scopus)

Unsupervised feature selection for linked social media data

Tang, J. & Liu, H., 2012, Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 904-912 9 p.

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

Feature extraction
Data mining
Labels
Experiments

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

Social Media
Feature Selection
Feature extraction
Partial
Websites
59 Citations (Scopus)

Unsupervised feature selection for multi-view data in social media

Tang, J., Hu, X., Gao, H. & Liu, H., 2013, Proceedings of the 2013 SIAM International Conference on Data Mining, SDM 2013. Siam Society, p. 270-278 9 p.

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

Feature extraction
Websites
9 Citations (Scopus)

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

Feature extraction
Labels
Data acquisition
Detectors
14 Citations (Scopus)

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

Feature extraction
Labels
Experiments
49 Citations (Scopus)

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

Semantics
Labels
Experiments
201 Citations (Scopus)

Unsupervised sentiment analysis with emotional signals

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

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

Unsupervised learning
World Wide Web
Explosions
Labels
Availability
17 Citations (Scopus)

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

Labels
Availability
Experiments
29 Citations (Scopus)

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

Social media
Feature selection
Twitter
Data sources
Batch
1 Citation (Scopus)

Upper and lower bounds of Choice Number for successful channel assignment in cellular networks

Wang, R., Zhou, C., Mazumder, A., Das, A., Kierstead, H. & Sen, A., Sep 9 2015, IEEE International Conference on Communications. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-September. p. 3370-3375 6 p. 7248845

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

Coloring
Graph theory
Communication
Availability
4 Citations (Scopus)

Urban terrain tracking in high clutter with waveform-agility

Chakraborty, B., Zhang, J. J., Papandreou-Suppappola, A. & Morrell, D., 2011, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. p. 3640-3643 4 p. 5947139

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

Target tracking
Signal to noise ratio
8 Citations (Scopus)

Users joining multiple sites: Distributions and patterns

Zafarani, R. & Liu, H., 2014, Proceedings of the 8th International Conference on Weblogs and Social Media, ICWSM 2014. The AAAI Press, p. 635-638 4 p.

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

Joining
Explosions
1 Citation (Scopus)

Using a configurable integrated sensing and processing imager to track multiple targets

Kyriakides, I., Morrell, D. & Papandreou-Suppappola, A., 2008, IEEE Aerospace Conference Proceedings. 4526446

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

Image sensors
Processing
Sensors
Data communication systems
Pixels
27 Citations (Scopus)

Using a materials concept inventory to assess conceptual gain in introductory materials engineering courses

Krause, S., Decker, J. C. & Griffin, R., 2003, Proceedings - Frontiers in Education Conference. Vol. 1.

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

Students
Geometry
Problem-Based Learning
6 Citations (Scopus)

Using a random forest to inspire a neural network and improving on it

Wang, S., Aggarwal, C. & Liu, H., 2017, Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017. Society for Industrial and Applied Mathematics Publications, p. 1-9 9 p.

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

Neural networks
Image recognition
Backpropagation algorithms
Decision trees
Speech recognition
1 Citation (Scopus)

Using nanofluids to enhance the operation of solar energy systems

Otanicar, T., Phelan, P., Dai, L., Swaminathan, R. & Taylor, R., 2011, Technical Proceedings of the 2011 NSTI Nanotechnology Conference and Expo, NSTI-Nanotech 2011. Vol. 2. p. 445-448 4 p.

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

Solar energy
Nanoparticles
Fluids
Solar collectors
Radiative transfer

Using social media to understand cyber attack behavior

Sliva, A., Shu, K. & Liu, H., Jan 1 2019, Advances in Human Factors, Business Management and Society - Proceedings of the AHFE 2018 International Conference on Human Factors, Business Management and Society, 2018. Springer Verlag, p. 636-645 10 p. (Advances in Intelligent Systems and Computing; vol. 783).

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

Sensors
Experiments
3 Citations (Scopus)

Using students' previous experience and prior knowledge to facilitate conceptual change in an introductory materials course

Krause, S., Kelly, J., Corkins, J., Tasooji, A. & Purzer, S., 2009, Proceedings - Frontiers in Education Conference, FIE. 5350761

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

Students
knowledge
experience
learning
student
1 Citation (Scopus)

Using systemic functional linguistics to analyze engineering speak in an introductory materials science & engineering course

Kelly, J. E., Krause, S. & Baker, D. R., Jan 1 2012, 119th ASEE Annual Conference and Exposition. American Society for Engineering Education

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

Materials science
Linguistics
Students
Lenses
Natural sciences
1 Citation (Scopus)

Utilizing undergraduate teaching assistants in active learning environments

Robinson, C. & Collofello, J., 2012, 119th ASEE Annual Conference and Exposition. American Society for Engineering Education

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

Teaching
Problem-Based Learning

Value of student resources in materials science and biomedical engineering courses

Malkoc, A., Krause, S. & Ankeny, C. J., Jun 26 2016, 2016 ASEE Annual Conference and Exposition. American Society for Engineering Education, Vol. 2016-June.

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

Biomedical engineering
Materials science
Students
Teaching
3 Citations (Scopus)

Visual complexity analysis of sparse imageries for automatic laser scan planning in dynamic environments

Zhang, C. & Tang, P., 2015, Congress on Computing in Civil Engineering, Proceedings. January ed. American Society of Civil Engineers (ASCE), Vol. 2015-January. p. 271-279 9 p.

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

Planning
Lasers
Electric fuses
Sampling
Color
36 Citations (Scopus)

Visualizing social media sentiment in disaster scenarios

Lu, Y., Hu, X., Wang, F., Kumar, S., Liu, H. & Maciejewski, R., May 18 2015, WWW 2015 Companion - Proceedings of the 24th International Conference on World Wide Web. Association for Computing Machinery, Inc, p. 1211-1215 5 p.

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

Disasters
Visualization
Gages
Entropy

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

Bicrystals
Grain boundaries
Nucleation
Copper
Photolithography
2 Citations (Scopus)

Water and its relatives: The stable, supercooled and particularly the stretched regimes

Meadley, S. L. & Angell, C., 2015, Proceedings of the International School of Physics "Enrico Fermi". IOS Press, Vol. 187. p. 19-43 25 p.

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

water
anomalies
reviewing
liquids
hierarchies
4 Citations (Scopus)

Waveform-agile mimo radar for urban terrain tracking

Chakraborty, B., Zhang, J. J., Papandreou-Suppappola, A. & Morrell, D., 2011, 2011 Digital Signal Processing and Signal Processing Education Meeting, DSP/SPE 2011 - Proceedings. p. 466-471 6 p. 5739259

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

Radar
Sensors
Radar systems

Waveform-agile multiple target tracking using probability hypothesis density filtering

O'Donnell, B., Jason Zhang, J., Papandreou-Suppappola, A. & Rangaswamy, M., 2012, Proceedings of the IEEE Sensor Array and Multichannel Signal Processing Workshop. p. 245-248 4 p. 6250479

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

Target tracking
6 Citations (Scopus)

Waveform-agile sensing for range and DoA estimation in MIMO radars

Manjunath, B. B., Zhang, J. J., Papandreou-Suppappola, A. & Morrell, D., 2009, 2009 International Waveform Diversity and Design Conference Proceedings, WDD 2009. p. 145-149 5 p. 4800334

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

Antennas
Direction of arrival
Radar systems
Maximum likelihood
Signal to noise ratio
17 Citations (Scopus)

Waveform-agile sensing for tracking multiple targets in clutter

Sira, S. P., Papandreou-Suppappola, A., Morrell, D. & Cochran, D., 2007, 2006 IEEE Conference on Information Sciences and Systems, CISS 2006 - Proceedings. p. 1418-1423 6 p. 4068028

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

Scheduling
Sensors
Radar
1 Citation (Scopus)

Waveform-agile track-before-detect for low observable targets

Piwowarski, R., O'Donnell, B., Zhang, J. J. & Papandreou-Suppappola, A., Oct 28 2015, 2012 International Waveform Diversity and Design Conference, WDD 2012. Institute of Electrical and Electronics Engineers Inc., p. 338-342 5 p. 7311293

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

Signal to noise ratio
waveforms
Target tracking
Error analysis
signal to noise ratios
6 Citations (Scopus)

Waveform-agile tracking in heavy sea clutter

Sira, S. P., Papandreou-Suppappola, A., Morrell, D. & Cochran, D., 2007, 2007 International Waveform Diversity and Design Conference, WDD. p. 372-376 5 p. 4339446

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

Bins
Sensors
1 Citation (Scopus)

Waveform processing for protein multi-alignment by mapping location, structure and property function attributes

O'Donnell, B., Maurer, A. & Papandreou-Suppappola, A., 2013, Conference Record - Asilomar Conference on Signals, Systems and Computers. IEEE Computer Society, p. 248-252 5 p. 6810270

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

Proteins
Processing
9 Citations (Scopus)

Waveform scheduling in wideband environments

Sira, S. P., Papandreou-Suppappola, A. & Morrell, D., 2006, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Vol. 5. 1661477

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

scheduling
waveforms
Scheduling
broadband
Multipath propagation
4 Citations (Scopus)

Waveform selection for range and Doppler estimation via Barankin bound signal-to-noise ratio threshold

Kota, J., Kovvali, N., Bliss, D. & Papandreou-Suppappola, A., 2014, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4658-4662 5 p. 6854485

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

Signal to noise ratio
Radar
2 Citations (Scopus)

Wave scattering analysis of bolted joints

Miller, D., Das, S., Chattopadhyay, A. & Zhou, X., 2006, Proceedings of SPIE - The International Society for Optical Engineering. Vol. 6176. 617603

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

bolted joints
Bolted joints
bolts
Bolts
wave scattering
1 Citation (Scopus)

Web-enabled formative feedback and learning resources for enhancing student attitude, achievement, and persistence

Krause, S., Maass, S., Chan, C., Waters, C., Carberry, A. & Koretsky, M., Feb 17 2015, Proceedings - Frontiers in Education Conference, FIE. February ed. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-February. 7044480

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

achievement orientation
persistence
Students
Feedback
resources
2 Citations (Scopus)

What is the effect of establishing programs that address sense of belonging on undergraduate engineering retention?

Judson, E., Ernzen, J., Chen, Y-C., Krause, S., Middleton, J. & Culbertson, R., Dec 2 2015, Proceedings - Frontiers in Education Conference, FIE. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-December. 7344202

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

Students
engineering
student
reform
student body
69 Citations (Scopus)

What your images reveal: Exploiting visual contents for point-of-interest recommendation

Wang, S., Wang, Y., Tang, J., Shu, K., Ranganath, S. & Liu, H., Jan 1 2017, 26th International World Wide Web Conference, WWW 2017. International World Wide Web Conferences Steering Committee, p. 391-400 10 p. 3052638

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

48 Citations (Scopus)

When is it biased? Assessing the representativeness of twitter's streaming API

Morstatter, F., Pfeffer, 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. 555-556 2 p.

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

Application programming interfaces (API)
38 Citations (Scopus)

Whom should I follow? Identifying relevant users during crises

Kumar, S., Morstatter, F., Zafarani, R. & Liu, H., 2013, HT 2013 - Proceedings of the 24th ACM Conference on Hypertext and Social Media. p. 139-147 9 p.

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

Disasters
Communication
4 Citations (Scopus)

Wideband discrete transformation of acoustic signals in underwater environments

Josso, N. F., Zhang, J. J., Papandreou-Suppappola, A., Ioana, C., Mars, J. I., Gervaise, C. & Stéphan, Y., 2009, Conference Record - Asilomar Conference on Signals, Systems and Computers. p. 118-122 5 p. 5470155

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

Computational complexity
Acoustics
Experiments
2 Citations (Scopus)

Workflow stabilization with finegrained work packaging and near real-time progress monitoring

Tang, P., Grau Torrent, D., Ganapath, R., Diosdad, J. & Abbaszadegan, A., 2014, 22nd Annual Conference of the International Group for Lean Construction: Understanding and Improving Project Based Production, IGLC 2014. The International Group for Lean Construction, p. 739-750 12 p.

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

Packaging
Stabilization
Monitoring
Resource allocation
Scheduling