Applied NanoBioscience, Biodesign Center for (ANB)

Research Output 1993 2019

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2019

FakeNewsTracker: a tool for fake news collection, detection, and visualization

Shu, K., Mahudeswaran, D. & Liu, H., Mar 1 2019, In : Computational and Mathematical Organization Theory. 25, 1, p. 60-71 12 p.

Research output: Contribution to journalArticle

Social Media
Visualization
Costs
Propagation
Predict
2018
1 Citation (Scopus)

Cloud Information Retrieval: Model Description and Scheme Design

Yang, Z., Tang, J. & Liu, H., Jan 29 2018, In : IEEE Access. 6, p. 15420-15430 11 p.

Research output: Contribution to journalArticle

Information retrieval
Data privacy
Information services
Vector spaces
Cryptography

Exploiting multilabel information for noise-resilient feature selection

Jian, L., Li, J. & Liu, H., Apr 1 2018, In : ACM Transactions on Intelligent Systems and Technology. 9, 5, 52.

Research output: Contribution to journalArticle

Feature Selection
Feature extraction
Labels
Imperfect
Annotation
2 Citations (Scopus)

Exploring Hierarchical Structures for Recommender Systems

Wang, S., Tang, J., Wang, Y. & Liu, H., Jan 3 2018, (Accepted/In press) In : IEEE Transactions on Knowledge and Data Engineering.

Research output: Contribution to journalArticle

Recommender systems
Availability

In search of coherence and consensus: Measuring the interpretability of statistical topics

Morstatter, F. & Liu, H., Apr 1 2018, In : Journal of Machine Learning Research. 18, p. 1-32 32 p.

Research output: Contribution to journalArticle

Interpretability
Model
Evaluate
Output
Predictive Model

Random-forest-inspired neural networks

Wang, S., Aggarwal, C. & Liu, H., Oct 1 2018, In : ACM Transactions on Intelligent Systems and Technology. 9, 6, a69.

Research output: Contribution to journalArticle

Random Forest
Neural Networks
Neural networks
Image recognition
Image Recognition

SlangSD: building, expanding and using a sentiment dictionary of slang words for short-text sentiment classification

Wu, L., Morstatter, F. & Liu, H., May 18 2018, (Accepted/In press) In : Language Resources and Evaluation. p. 1-14 14 p.

Research output: Contribution to journalArticle

dictionary
social media
market segmentation
systems analysis
resources
2 Citations (Scopus)

Towards privacy preserving social recommendation under personalized privacy settings

Meng, X., Wang, S., Shu, K., Li, J., Chen, B., Liu, H. & Zhang, Y., Jul 14 2018, (Accepted/In press) In : World Wide Web. p. 1-29 29 p.

Research output: Contribution to journalArticle

Recommender systems
Feedback

Understanding and identifying rhetorical questions in social media

Ranganath, S., Hu, X., Tang, J., Wang, S. & Liu, H., Jan 1 2018, In : ACM Transactions on Intelligent Systems and Technology. 9, 2, 17.

Research output: Contribution to journalArticle

Social Media
Linguistics
Express
Framework
Evaluate

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
2017

Active Two-Dimensional Electric Field Imaging at Very Low Frequencies

Chung, H. E., McMaster, M., Delluomo, A., Vasquez, O., Su, A., Wilson, A. M. & Allee, D., Sep 15 2017, (Accepted/In press) In : IEEE Sensors Journal.

Research output: Contribution to journalArticle

very low frequencies
Electric fields
Imaging techniques
electric fields
wire
31 Citations (Scopus)

Challenges of Feature Selection for Big Data Analytics

Li, J. & Liu, H., Mar 1 2017, In : IEEE Intelligent Systems. 32, 2, p. 9-15 7 p., 7887649.

Research output: Contribution to journalArticle

Feature extraction
Big data
31 Citations (Scopus)

Counting Apples and Oranges with Deep Learning: A Data-Driven Approach

Chen, S. W., Shivakumar, S. S., Dcunha, S., Das, J., Okon, E., Qu, C., Taylor, C. J. & Kumar, V., Apr 1 2017, In : IEEE Robotics and Automation Letters. 2, 2, p. 781-788 8 p., 7814145.

Research output: Contribution to journalArticle

Open Access
Apple
Fruit
Fruits
Data-driven
Counting
2 Citations (Scopus)

Discovering, assessing, and mitigating data bias in social media

Morstatter, F. & Liu, H., Jun 1 2017, In : Online Social Networks and Media. 1, p. 1-13 13 p.

Research output: Contribution to journalArticle

Computational methods
social media
Application programming interfaces (API)
Data mining
trend
4 Citations (Scopus)

Facilitating Time Critical Information Seeking in Social Media

Ranganath, S., Wang, S., Hu, X., Tang, J. & Liu, H., Oct 1 2017, In : IEEE Transactions on Knowledge and Data Engineering. 29, 10, p. 2197-2209 13 p., 7919259.

Research output: Contribution to journalArticle

Learning algorithms
Availability
Experiments
11 Citations (Scopus)

Identification of antibody targets for tuberculosis serology using High-Density Nucleic Acid Programmable Protein Arrays

Song, L., Wallstrom, G., Yu, X., Hopper, M., Van Duine, J., Steel, J., Park, J., Wiktor, P., Kahn, P., Brunner, A., Wilson, D., Jenny-Avital, E. R., Qiu, J., LaBaer, J., Magee, D. & Achkar, J. M., Apr 1 2017, In : Molecular and Cellular Proteomics. 16, 4, p. S277-S289

Research output: Contribution to journalArticle

Protein Array Analysis
Serology
Nucleic Acids
Tuberculosis
HIV

Legislative prediction with dual uncertainty minimization from heterogeneous information

Cheng, Y., Agrawal, A., Liu, H. & Choudhary, A., Apr 1 2017, In : Statistical Analysis and Data Mining. 10, 2, p. 107-120 14 p.

Research output: Contribution to journalArticle

Vote
Uncertainty
Prediction
Prediction Model
Voting
29 Citations (Scopus)

Recent advances in feature selection and its applications

Li, Y., Li, T. & Liu, H., May 5 2017, (Accepted/In press) In : Knowledge and Information Systems. p. 1-27 27 p.

Research output: Contribution to journalArticle

Feature extraction
Bioinformatics
Data mining
Learning systems
Labels
4 Citations (Scopus)

Toward online node classification on streaming networks

Jian, L., Li, J. & Liu, H., Jul 31 2017, (Accepted/In press) In : Data Mining and Knowledge Discovery. p. 1-27 27 p.

Research output: Contribution to journalArticle

Learning algorithms
Labels
Experiments
2016
8 Citations (Scopus)

A contra capture protein array platform for studying post-translationally modified (PTM) auto-antigenomes

Karthikeyan, K., Barker, K., Tang, Y., Kahn, P., Wiktor, P., Brunner, A., Knabben, V., Takulapalli, B., Buckner, J., Nepom, G., LaBaer, J. & Qiu, J., Jul 1 2016, In : Molecular and Cellular Proteomics. 15, 7, p. 2324-2337 14 p.

Research output: Contribution to journalArticle

Protein Array Analysis
Rheumatoid Arthritis
Antibodies
Antigens
Autoantigens
1 Citation (Scopus)

A Passive Very Low-Frequency (VLF) Electric Field Imager

Chung, H. E., Ye, W., Vora, S. G., Rednour, S. & Allee, D., May 1 2016, In : IEEE Sensors Journal. 16, 9, p. 3181-3187 7 p., 7407603.

Research output: Contribution to journalArticle

very low frequencies
Image sensors
Electric fields
electric fields
electromagnetic interference
53 Citations (Scopus)

A survey of signed network mining in social media

Tang, J., Chang, Y., Aggarwal, C. & Liu, H., Sep 1 2016, In : ACM Computing Surveys. 49, 3, 42.

Research output: Contribution to journalArticle

Social Media
Signed
Mining
Electric network analysis
Network Analysis
10 Citations (Scopus)

Directed dynamical influence is more detectable with noise

Jiang, J. J., Huang, Z. G., Huang, L., Liu, H. & Lai, Y-C., Apr 12 2016, In : Scientific Reports. 6, 24088.

Research output: Contribution to journalArticle

Noise
Entropy
Causality
Ecosystem
9 Citations (Scopus)

Exploring characteristics of suspended users and network stability on Twitter

Wei, W., Joseph, K., Liu, H. & Carley, K. M., Dec 1 2016, In : Social Network Analysis and Mining. 6, 1, 51.

Research output: Contribution to journalArticle

twitter
Experiments
social media
social network
2 Citations (Scopus)

Machine learning to predict rapid progression of carotid atherosclerosis in patients with impaired glucose tolerance

Hu, X., Reaven, P. D., Saremi, A., Liu, N., Abbasi, M. A., Liu, H., Migrino, R. Q. & the ACT NOW Study Investigators, ACT. NOW. S. I., Dec 1 2016, In : Eurasip Journal on Bioinformatics and Systems Biology. 2016, 1, 14.

Research output: Contribution to journalArticle

Atherosclerosis
Carotid Artery Diseases
Glucose Intolerance
Glucose
Progression
29 Citations (Scopus)

Multi-label informed feature selection

Jian, L., Li, J., Shu, K. & Liu, H., 2016, In : IJCAI International Joint Conference on Artificial Intelligence. 2016-January, p. 1627-1633 7 p.

Research output: Contribution to journalArticle

Feature extraction
Labels
Bioinformatics
Information retrieval
Data mining
2 Citations (Scopus)

Online Behavioral Analysis and Modeling [Guest Editorial]

Cui, P., Liu, H., Aggarwal, C. & Wang, F., Jan 1 2016, In : IEEE Intelligent Systems. 31, 1, p. 2-4 3 p., 7389910.

Research output: Contribution to journalArticle

Information retrieval
Data mining
Learning systems

Replacing mechanical turkers? Challenges in the evaluation of models with semantic properties

Morstatter, F. & Liu, H., Oct 1 2016, In : Journal of Data and Information Quality. 7, 4, 15.

Research output: Contribution to journalArticle

Artificial intelligence
Data mining
Automation
Semantics
Crowdsourcing
2 Citations (Scopus)

Thin film CdTe based neutron detectors with high thermal neutron efficiency and gamma rejection for security applications

Smith, L., Murphy, J. W., Kim, J., Rozhdestvenskyy, S., Mejia, I., Park, H., Allee, D., Quevedo-Lopez, M. & Gnade, B., Dec 1 2016, In : Nuclear Instruments and Methods in Physics Research, Section A: Accelerators, Spectrometers, Detectors and Associated Equipment. 838, p. 117-123 7 p.

Research output: Contribution to journalArticle

Neutron detectors
neutron counters
thermal neutrons
rejection
Neutrons
6 Citations (Scopus)

Uncovering and Predicting Human Behaviors

Cui, P., Liu, H., Aggarwal, C., Wang, F., Cao, L., Yu, P. S., Beutel, A. & Faloutsos, C., Mar 1 2016, In : IEEE Intelligent Systems. 31, 2, p. 77-88 12 p., 7435176.

Research output: Contribution to journalArticle

7 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
2015
15 Citations (Scopus)

Antiviral antibody profiling by high-density protein arrays

Bian, X., Wiktor, P., Kahn, P., Brunner, A., Khela, A., Karthikeyan, K., Barker, K., Yu, X., Magee, D., Wasserfall, C. H., Gibson, D., Rooney, M. E., Qiu, J. & LaBaer, J., Jun 1 2015, In : Proteomics. 15, 12, p. 2136-2145 10 p.

Research output: Contribution to journalArticle

Protein Array Analysis
Antiviral Agents
Antibodies
Virus Diseases
Nucleic Acids
28 Citations (Scopus)

CCCloud: Context-aware and credible cloud service selection based on subjective assessment and objective assessment

Qu, L., Wang, Y., Orgun, M. A., Liu, L., Liu, H. & Bouguettaya, A., May 1 2015, In : IEEE Transactions on Services Computing. 8, 3, p. 369-383 15 p., 7060708.

Research output: Contribution to journalArticle

Testing
Context-aware
Service selection
Agglomeration
Experiments
18 Citations (Scopus)

Evaluation without ground truth in social media research

Zafarani, R. & Liu, H., Jun 1 2015, In : Communications of the ACM. 58, 6, p. 54-60 7 p.

Research output: Contribution to journalArticle

Epidemiology
Electronic mail
Surveying
Computer science
Statistics
3 Citations (Scopus)

Examining Cognitive Functioning Following TASER Exposure: A Randomized Controlled Trial

White, M., Ready, J. T., Kane, R. J., Yamashiro, C., Goldsworthy, S. & Bonds Mcclain, D., 2015, In : Applied Cognitive Psychology. 29, 4, p. 600-607 8 p.

Research output: Contribution to journalArticle

Verbal Learning
Electricity
Memory Disorders
Police
Healthy Volunteers

Message from IEEE/ACM ASONAM 2015 general chairs

Abdessalem, T., Liu, H. & Rokne, J., Aug 25 2015, In : Unknown Journal. p. xxi

Research output: Contribution to journalArticle

8 Citations (Scopus)

Microreactor array device

Wiktor, P., Brunner, A., Kahn, P., Qiu, J., Magee, D., Bian, X., Karthikeyan, K. & LaBaer, J., 2015, In : Scientific Reports. 5, 8736.

Research output: Contribution to journalArticle

Equipment and Supplies
Protein Array Analysis
Tumor Biomarkers
Autoantibodies
Membranes
8 Citations (Scopus)

Trust evolution: Modeling and its applications

Tang, J., Gao, H., Sarma, A. D., Bi, Y. & Liu, H., Jun 1 2015, In : IEEE Transactions on Knowledge and Data Engineering. 27, 6, p. 1724-1738 15 p., 6990611.

Research output: Contribution to journalArticle

Social sciences
Computer science
Experiments
21 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
2014
34 Citations (Scopus)

Addressing the cold-start problem in location recommendation using geo-social correlations

Gao, H., Tang, J. & Liu, H., 2014, In : Data Mining and Knowledge Discovery. 29, 2, p. 299-323 25 p.

Research output: Contribution to journalArticle

Trajectories
10 Citations (Scopus)

A hierarchical word-merging algorithm with class separability measure

Wang, L., Zhou, L., Shen, C., Liu, L. & Liu, H., Mar 2014, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 36, 3, p. 417-435 19 p., 6731380.

Research output: Contribution to journalArticle

Codebook
Separability
Merging
Image recognition
Image Recognition
24 Citations (Scopus)

A novel approach to hyperspectral band selection based on spectral shape similarity analysis and fast branch and bound search

Li, S., Qiu, J., Yang, X., Liu, H., Wan, D. & Zhu, Y., Jan 2014, In : Engineering Applications of Artificial Intelligence. 27, p. 241-250 10 p.

Research output: Contribution to journalArticle

Remote sensing
Spectral resolution
Target tracking
Support vector machines
Redundancy
32 Citations (Scopus)

An unsupervised feature selection framework for social media data

Tang, J. & Liu, H., Dec 1 2014, In : IEEE Transactions on Knowledge and Data Engineering. 26, 12, p. 2914-2927 14 p., 6807781.

Research output: Contribution to journalArticle

Feature extraction
Data mining
Labels
Websites
Experiments
6 Citations (Scopus)

Charge emission induced transient leakage currents of a-Si: H and IGZO TFTs on flexible plastic substrates

Smith, J., Couture, A. & Allee, D., Jan 16 2014, In : Electronics Letters. 50, 2, p. 105-106 2 p.

Research output: Contribution to journalArticle

Gallium
Thin film transistors
Zinc oxide
Amorphous silicon
Leakage currents
8 Citations (Scopus)

Discovering social events through online attention

Kenett, D. Y., Morstatter, F., Stanley, H. E. & Liu, H., Jul 30 2014, In : PLoS One. 9, 7, e102001.

Research output: Contribution to journalArticle

Thermostats
Economics
Social sciences
Social Media
social networks
5 Citations (Scopus)

Embassies burning: toward a near-real-time assessment of social media using geo-temporal dynamic network analytics

Carley, K. M., Pfeffer, J., Morstatter, F. & Liu, H., Jan 1 2014, In : Social Network Analysis and Mining. 4, 1, p. 1-23 23 p., 195.

Research output: Contribution to journalArticle

social media
Electric network analysis
Visualization
Libya
twitter
10 Citations (Scopus)

Feature selection for social media data

Tang, J. & Liu, H., Oct 7 2014, In : ACM Transactions on Knowledge Discovery from Data. 8, 4, 19.

Research output: Contribution to journalArticle

Feature extraction
Social sciences
Data mining
Websites
Experiments
22 Citations (Scopus)

Flexible ISFET biosensor using IGZO metal oxide TFTs and an ITO sensing layer

Smith, J. T., Shah, S. S., Goryll, M., Stowell, J. R. & Allee, D., Apr 2014, In : IEEE Sensors Journal. 14, 4, p. 937-938 2 p., 6684572.

Research output: Contribution to journalArticle

Ion sensitive field effect transistors
ITO (semiconductors)
bioinstrumentation
Biosensors
metal oxides
89 Citations (Scopus)

Global and local structure preservation for feature selection

Liu, X., Wang, L., Zhang, J., Yin, J. & Liu, H., 2014, In : IEEE Transactions on Neural Networks and Learning Systems. 25, 6, p. 1083-1095 13 p., 6650088.

Research output: Contribution to journalArticle

Feature extraction
Data structures
2 Citations (Scopus)

Optically seamless flexible electronic tiles for ultra large-area digital X-ray imaging

Smith, J. T., Couture, A. J., Stowell, J. R. & Allee, D., 2014, In : IEEE Transactions on Components, Packaging and Manufacturing Technology. 4, 6, p. 1109-1115 7 p., 6809150.

Research output: Contribution to journalArticle

Flexible electronics
Tile
Imaging techniques
X rays
Detectors