Research Output 1970 2019

21 Citations (Scopus)

Understanding and optimizing delamination/recycling of printed circuit boards using a supercritical carbon dioxide process

Sanyal, S., Ke, Q., Zhang, Y., Ngo, T., Carrell, J., Zhang, H. & Dai, L., 2013, In : Journal of Cleaner Production. 41, p. 174-178 5 p.

Research output: Contribution to journalArticle

Carbon dioxide process
delamination
Delamination
Printed circuit boards
Recycling
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
13 Citations (Scopus)

Understanding droplet bridging in ionic liquid-based Pickering emulsions

Frost, D. S., Schoepf, J. J., Nofen, E. M. & Dai, L., Oct 1 2012, In : Journal of Colloid and Interface Science. 383, 1, p. 103-109 7 p.

Research output: Contribution to journalArticle

Ionic Liquids
Emulsions
Ionic liquids
Oils
Water
5 Citations (Scopus)

Understanding group structures and properties in social media

Tang, L. & Liu, H., 2010, Link Mining: Models, Algorithms, and Applications. Springer New York, p. 163-185 23 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Social Media
Group Structure
Social Networking
Social Support
Growth

Understanding Infrastructure Resiliency in Chennai, India Using Twitter's Geotags and Texts: A Preliminary Study

Chong, O., Naganathan, H., Liu, H., Ariaratnam, S. & Kim, J., Apr 1 2018, In : Engineering. 4, 2, p. 218-223 6 p.

Research output: Contribution to journalArticle

Metadata
Consumer behavior
Labeling
Feature extraction
Websites

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
39 Citations (Scopus)

Understanding nanoparticle diffusion and exploring interfacial nanorheology using molecular dynamics simulations

Song, Y., Luo, M. & Dai, L., Jan 5 2010, In : Langmuir. 26, 1, p. 5-9 5 p.

Research output: Contribution to journalArticle

Molecular dynamics
Oils
oils
molecular dynamics
Nanoparticles
10 Citations (Scopus)

Understanding online groups through social media

Barbier, G., Tang, L. & Liu, H., 2011, In : Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery. 1, 4, p. 330-338 9 p.

Research output: Contribution to journalArticle

Data mining
Industry
Chemical analysis
50 Citations (Scopus)

Understanding the effects of requirements volatility in software engineering by using analytical modeling and software process simulation

Ferreira, S., Collofello, J., Shunk, D. & Mackulak, G., Oct 2009, In : Journal of Systems and Software. 82, 10, p. 1568-1577 10 p.

Research output: Contribution to journalArticle

Software engineering
Simulators
Computer simulation
Managers
Computer systems
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
15 Citations (Scopus)
Phase change materials
Concretes
Finite element method
energy
energy flow

Understanding the life narratives of immigrants through naming practices

Clark-Oates, A., Roen, D. & Rankins-Robertson, S., Feb 12 2016, Rhetorics of Names and Naming. Taylor and Francis Inc., p. 89-101 13 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

immigrant
narrative
Immigrants
Naming Practices
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
48 Citations (Scopus)

Unique aspects of a shape memory polymer as the substrate for surface wrinkling

Li, J., An, Y., Huang, R., Jiang, H. & Xie, T., Feb 22 2012, In : ACS Applied Materials and Interfaces. 4, 2, p. 598-603 6 p.

Research output: Contribution to journalArticle

Shape memory effect
Elastomers
Polymers
Substrates
Thin films
44 Citations (Scopus)

Universal and Solution-Processable Precursor to Bismuth Chalcogenide Thermoelectrics

Wang, R., Feser, J., Gu, X., Yu, K., Segalman, R., Majumdar, A., Milliron, D. & Urban, J., 2010, In : Chemistry of Materials. 22, p. 1943-1945

Research output: Contribution to journalArticle

13 Citations (Scopus)

Universal distributed estimation over multiple access channels with constant modulus signaling

Tepedelenlioglu, C. & Narasimhamurthy, A. B., Sep 2010, In : IEEE Transactions on Signal Processing. 58, 9, p. 4783-4794 12 p., 5475308.

Research output: Contribution to journalArticle

Sensors
Fading (radio)
Impulse noise
Gaussian distribution
2 Citations (Scopus)

Universal stress-sensing dimeric anthracene-based mechanophore particle fillers incorporated into polyurethane thermoset matrices

Nofen, E. M., Dasgupta, A., Zimmer, N., Gunckel, R., Koo, B., Chattopadhyay, A. & Dai, L., 2016, (Accepted/In press) In : Polymer Engineering and Science.

Research output: Contribution to journalArticle

Polyurethanes
Anthracene
Thermosets
Fillers
Damage detection
12 Citations (Scopus)

University students' conceptualization and interpretation of topographic maps

Clark, D., Reynolds, S., Lemanowski, V., Stiles, T., Yasar, S., Proctor, S., Lewis, E., Stromfors, C. & Corkins, J., Feb 26 2008, In : International Journal of Science Education. 30, 3, p. 375-406 32 p.

Research output: Contribution to journalArticle

interpretation
student
semester
learning objective
visualization
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
4 Citations (Scopus)
Fatigue damage
State estimation
Time series
Ultrasonics
Sensors
84 Citations (Scopus)

Unusual phase behavior of one-component systems with two-scale isotropic interactions

Buldyrev, S. V., Malescio, G., Angell, C., Giovambattista, N., Prestipino, S., Saija, F., Stanley, H. E. & Xu, L., 2009, In : Journal of Physics Condensed Matter. 21, 50, 504106.

Research output: Contribution to journalArticle

Phase behavior
Liquids
shoulders
ramps
liquid phases
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
54 Citations (Scopus)

USC CINAPS builds bridges: Observing and monitoring the Southern California bight

Smith, R. N., Das, J., Heidarsson, H., Pereira, A. M., Arrichiello, F., Cetnić, I., Darjany, L., Garneau, M. É., Howard, M. D., Oberg, C., Ragan, M., Seubert, E., Smith, E. C., Stauffer, B. A., Schnetzer, A., Toro-Farmer, G., Caron, D. A., Jones, B. H. & Sukhatme, G. S., Mar 1 2010, In : IEEE Robotics and Automation Magazine. 17, 1, p. 20-30 11 p., 5430373.

Research output: Contribution to journalArticle

Autonomous underwater vehicles
Monitoring
Telecommunication networks
Dynamical systems
Robotics
4 Citations (Scopus)

Use of value engineering to develop creative design solutions for marine construction projects

Tang, P. & Bittner, R. B., Feb 1 2014, In : Practice Periodical on Structural Design and Construction. 19, 1, p. 129-136 8 p.

Research output: Contribution to journalArticle

Value engineering
Engineers
Process engineering
Construction industry
Environmental impact
37 Citations (Scopus)

User identification across social media

Zafarani, R., Tang, L. & Liu, H., Oct 1 2015, In : ACM Transactions on Knowledge Discovery from Data. 10, 2, 16.

Research output: Contribution to journalArticle

Marketing
Redundancy
9 Citations (Scopus)

Users joining multiple sites: Friendship and popularity variations across sites

Zafarani, R. & Liu, H., Mar 1 2016, In : Information Fusion. 28, p. 83-89 7 p.

Research output: Contribution to journalArticle

Joining
Marketing
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
9 Citations (Scopus)

User vulnerability and its reduction on a social networking site

Gundecha, P., Barbier, G., Tang, J. & Liu, H., Sep 23 2014, In : ACM Transactions on Knowledge Discovery from Data. 9, 2, 12.

Research output: Contribution to journalArticle

Approximation algorithms
Computer science
Education
Experiments
3 Citations (Scopus)

Using a computer game to teach school-aged children about asthma

Greer, M., Lin, L. & Atkinson, R., Jan 23 2016, (Accepted/In press) In : Interactive Learning Environments. p. 1-8 8 p.

Research output: Contribution to journalArticle

Computer games
computer game
Nutrition
school
Education
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
13 Citations (Scopus)
mathematics
teacher
Teaching
worldview
software
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
91 Citations (Scopus)

Using animations and visual cueing to support learning of scientific concepts and processes

Lin, L. & Atkinson, R., Apr 2011, In : Computers and Education. 56, 3, p. 650-658 9 p.

Research output: Contribution to journalArticle

Animation
learning
multimedia
efficiency
time
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)
Materials science
Students
Teaching
Phase diagrams
Solubility
17 Citations (Scopus)

Using multimedia to teach inservice teachers: Impacts on learning, application, and retention

Pryor, C. R. & Bitter, G., Sep 17 2008, In : Computers in Human Behavior. 24, 6, p. 2668-2681 14 p.

Research output: Contribution to journalArticle

Multimedia
Learning
Aptitude
Observation
Interviews
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 narrative and game-schema acquisition techniques to support learning from educational games

Koenig, A. D. & Atkinson, R., 2008, Cognitive Effects of Multimedia Learning. IGI Global, p. 312-325 14 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

narrative
learning
holistic approach
computer game
instruction