Research Output 1870 2019

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Conference contribution
2013
3 Citations (Scopus)

Latent Facial Topics for affect analysis

Lade, P., Balasubramanian, V. N. & Panchanathan, S., 2013, Electronic Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013. 6618337

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

Limiting efficiency of silicon based nanostructure solar cells for multiple exciton generation

Lee, J., Goodnick, S. & Honsberg, C., 2013, Conference Record of the IEEE Photovoltaic Specialists Conference. Institute of Electrical and Electronics Engineers Inc., p. 1046-1049 4 p. 6744320

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

Excitons
Nanostructures
Solar cells
Silicon
Quantum yield
3 Citations (Scopus)

Linearity analysis of millimeter wave GaN power transistors through X-parameters and TCAD device simulations

Guerra, D., Saraniti, M., Ferry, D. K. & Goodnick, S., 2013, IEEE MTT-S International Microwave Symposium Digest. 6697725

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

Wave power
Millimeter waves
millimeter waves
linearity
transistors
32 Citations (Scopus)

Measuring user credibility in social media

Abbasi, M. A. & Liu, H., 2013, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 7812 LNCS. p. 441-448 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7812 LNCS).

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

Social Media
Credibility
Tsunamis
Hurricanes
Disasters

Mining social media: Challenges and opportunities

Jones, I. & Liu, H., 2013, Proceedings - 2013 International Conference on Social Intelligence and Technology, SOCIETY 2013. p. 90-99 10 p. 6545969

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

Social media
Social networking
Sample size
Social networking sites
Amazon
55 Citations (Scopus)

Modeling temporal effects of human mobile behavior on location-based social networks

Gao, H., Tang, J., Hu, X. & Liu, H., 2013, International Conference on Information and Knowledge Management, Proceedings. p. 1673-1678 6 p.

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

Social networks
Modeling
Prediction model
Prediction
1 Citation (Scopus)

Multiple sensor arrays for single cell metabolic analysis

Song, G., Shetty, R. M., Zhu, H., Ashili, S., Zhang, L., Kim, G., Shabilla, A., Teller, W., Mei, Q., Kelbauskas, L., Tian, Y., Wang, H., Johnson, R. H. & Meldrum, D., 2013, IEEE SENSORS 2013 - Proceedings. 6688453

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

Wet etching
Microfabrication
Sensor arrays
Oxygen
Sensors
3 Citations (Scopus)

Multiresolution match kernels for gesture video classification

Demakethepalli Venkateswara, H., Balasubramanian, V. N., Lade, P. & Panchanathan, S., 2013, Electronic Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013. 6618279

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

Computational methods
Imaging techniques
8 Citations (Scopus)

Near real time assessment of social media using geo-temporal network analytics

Carley, K. M., Pfeffer, J., Liu, H., Morstatter, F. & Goolsby, R., 2013, Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013. Association for Computing Machinery, p. 517-524 8 p.

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

4 Citations (Scopus)

Network denoising in social media

Gao, H., Wang, X., Tang, J. & Liu, H., 2013, Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013. Association for Computing Machinery, p. 564-571 8 p.

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

Scalability
Websites
Communication
1 Citation (Scopus)

Optimizing the DSSC fabrication process using Lean Six Sigma

Fauss, B., Munukutla, L. V., Main, L., Polesky, G. & Mada Kannan, A., 2013, Materials Research Society Symposium Proceedings. Materials Research Society, Vol. 1537. p. 26-31 6 p.

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

solar cells
dyes
Fabrication
fabrication
Defects

Protein identification and quantification for single cell analysis by coupling a microfluidic platform with MALDI-TOF

Yang, M., Chao, T. C., Nelson, R. & Ros, A., 2013, 17th International Conference on Miniaturized Systems for Chemistry and Life Sciences, MicroTAS 2013. Chemical and Biological Microsystems Society, Vol. 2. p. 1039-1041 3 p.

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

Microfluidics
Proteins
Cell death
Isotopes
Mass spectrometry

Protein identification and quantification for single cell analysis by coupling a microfluidic platform with MALDI-TOF

Yang, M., Chao, T-C., Nelson, R. & Ros, A., 2013, 17th µTAS Proceedings.

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

1 Citation (Scopus)

PyCP: An open-source Conformal Predictions toolkit

Balasubramanian, V. N., Baker, A., Yanez, M., Chakraborty, S. & Panchanathan, S., 2013, Artificial Intelligence Applications and Innovations - 9th IFIPWG 12.5 International Conference, AIAI 2013, Proceedings. Vol. 412. p. 361-370 10 p. (IFIP Advances in Information and Communication Technology; vol. 412).

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

Open source
Prediction
Toolkit
Calibration
Machine learning
8 Citations (Scopus)

Recovering information recipients in social media via provenance

Feng, Z., Gundecha, P. & Liu, H., 2013, Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013. Association for Computing Machinery, p. 706-711 6 p.

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

1 Citation (Scopus)

Rotation of cells and cell clusters in culture media for optical computed tomography

Wang, H., Stanley, M., Elango, I. S., Shetty, R. M., Teller, W., Shabilla, A., Limsirichai, P., Zhu, H., Houkal, J., Smith, D., Chao, S-H., Kelbauskas, L., Johnson, R. H. & Meldrum, D., 2013, 17th International Conference on Miniaturized Systems for Chemistry and Life Sciences, MicroTAS 2013. Chemical and Biological Microsystems Society, Vol. 2. p. 1090-1092 3 p.

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

Photoresists
Microfluidics
Tomography
Culture Media
Imaging techniques
10 Citations (Scopus)

Seeking provenance of information using social media

Gundecha, P., Feng, Z. & Liu, H., 2013, International Conference on Information and Knowledge Management, Proceedings. p. 1691-1696 6 p.

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

Social media
Methodology
Facebook
Twitter
Centrality

Simulating recordings from intrafascicular electrodes to facilitate decoding algorithm development

Abdelghani, M., Abbas, J., Horch, K. W. & Jung, R., 2013, Proceedings - 29th Southern Biomedical Engineering Conference, SBEC 2013. p. 49-50 2 p. 6525670

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

Decoding
Electrodes
Neurons
Robots
102 Citations (Scopus)

Social spammer detection in microblogging

Hu, X., Tang, J., Zhang, Y. & Liu, H., 2013, IJCAI International Joint Conference on Artificial Intelligence. p. 2633-2639 7 p.

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

Spamming
Information dissemination
Availability
Experiments

Ultrafast carrier relaxation processes in advanced concept solar cells

Goodnick, S., Honsberg, C. & Zou, Y., 2013, Optics InfoBase Conference Papers. Optical Society of America

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

Relaxation processes
Solar cells
solar cells
renewable energy
Thermodynamics
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

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
58 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
198 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
4 Citations (Scopus)

Vibrotactile cueing using wearable computers for overcoming learned non-use in chronic stroke

Luster, E. L., McDaniel, T., Fakhri, B., Davis, J., Goldberg, M., Bala, S. & Panchanathan, S., 2013, Proceedings of the 2013 7th International Conference on Pervasive Computing Technologies for Healthcare and Workshops, PervasiveHealth 2013. p. 378-381 4 p. 6563971

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

Wearable computers
Patient rehabilitation
Stroke
Recovery
Survivors
37 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
2012

A novel semi-transductive learning framework for efficient atypicality detection in chest radiographs

Alzubaidi, M., Balasubramanian, V., Patel, A., Panchanathan, S. & Black, J. A., 2012, Medical Imaging 2012: Computer-Aided Diagnosis. Vol. 8315. 83153A

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

chest
learning
education
Thorax
Learning

Batch mode active learning for multimedia pattern recognition

Chakraborty, S., Balasubramanian, V. & Panchanathan, S., 2012, Proceedings - 2012 IEEE International Symposium on Multimedia, ISM 2012. p. 489-490 2 p. 6424714

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

Pattern recognition
Labels
Labeling
Face recognition
Learning algorithms
20 Citations (Scopus)

Batch mode active sampling based on marginal probability distribution matching

Chattopadhyay, R., Wang, Z., Fan, W., Davidson, I., Panchanathan, S. & Ye, J., 2012, KDD'12 - 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 741-749 9 p.

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

Probability distributions
Sampling
Labeling
Classifiers
Quadratic programming
2 Citations (Scopus)

Beta process based adaptive learning for immunosignature microarray feature identification

Malin, A., Kovvali, N., Papandreou-Suppappola, A., Zhang, J. J., Johnston, S. & Stafford, P., 2012, Conference Record - Asilomar Conference on Signals, Systems and Computers. p. 1651-1655 5 p. 6489312

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

Microarrays
Identification (control systems)
Factor analysis
Peptides
3 Citations (Scopus)

Cellular Monte Carlo study lateral scaling impact of on the DC-RF performance of high-power GaN HEMTs

Soligo, R., Guerra, D., Ferry, D. K., Goodnick, S. & Saraniti, M., 2012, 2012 15th International Workshop on Computational Electronics, IWCE 2012. 6242863

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

Drain current
Transconductance
High electron mobility transistors
Millimeter waves
Frequency response
3 Citations (Scopus)

Conformal mapping of nuclei in 3D tomographic cell images to assess shape heterogeneity

Nandakumar, V., An, X., Wang, Y., Johnson, R. & Meldrum, D., 2012, Proceedings - International Symposium on Biomedical Imaging. p. 222-225 4 p. 6235524

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

Conformal mapping
Microscopic examination
Cell Nucleus
Cells
Pathology

Current degradation due to electromechanical coupling in GaN HEMT's

Padmanabhan, B., Vasileska, D. & Goodnick, S., 2012, Technical Proceedings of the 2012 NSTI Nanotechnology Conference and Expo, NSTI-Nanotech 2012. p. 17-20 4 p.

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

Electromechanical coupling
High electron mobility transistors
Polarization
Degradation
Electric fields
22 Citations (Scopus)

Discovering trust networks for the selection of trustworthy service providers in complex contextual social networks

Liu, G., Wang, Y., Orgun, M. A. & Liu, H., 2012, Proceedings - 2012 IEEE 19th International Conference on Web Services, ICWS 2012. p. 384-391 8 p. 6257831

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

Decision making

Effect of band bending and band offset in the transport of minority carriers across the ordered/disordered interface of a-Si/c-Si heterojunction solar cell

Ghosh, K., Tracy, C., Goodnick, S. & Bowden, S., 2012, Conference Record of the IEEE Photovoltaic Specialists Conference. p. 221-226 6 p. 6317605

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

Amorphous silicon
Heterojunctions
Solar cells
Crystalline materials
Silicon
1 Citation (Scopus)

Efficient atypicality detection in chest radiographs

Alzubaidi, M., Balasubramanian, V. N., Patel, A., Panchanathan, S. & Black, J. A., 2012, 2012 11th International Conference on Information Science, Signal Processing and their Applications, ISSPA 2012. p. 193-198 6 p. 6310544

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

Textures

Electron drift velocity and mobility calculation in bulk silicon using an analytical model for the phonon dispersions

Gada, M. L., Vasileska, D., Goodnick, S. & Raleva, K., 2012, 2012 15th International Workshop on Computational Electronics, IWCE 2012. 6242831

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

Dispersions
Analytical models
Silicon
Electrons
Acoustics

Electron drift velocity and mobility calculation in bulk Si using an analytical model for the phonon dispersion

Gada, M. L., Vasileska, D., Goodnick, S. & Raleva, K., 2012, 2012 15th International Workshop on Computational Electronics, IWCE 2012. 6242843

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

Analytical models
Silicon
Electrons
Dispersions
Acoustics

Electron drift velocity calculations in bulk silicon using an analytical model for acoustic and optical phonon dispersions

Gada, M. L., Vasileska, D., Raleva, K. & Goodnick, S., 2012, Technical Proceedings of the 2012 NSTI Nanotechnology Conference and Expo, NSTI-Nanotech 2012. p. 712-715 4 p.

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

Silicon
Dispersions
Analytical models
Acoustics
Phonon scattering
4 Citations (Scopus)

Ensemble feature selection in face recognition: ICMLA 2012 challenge

Alelyani, S. & Liu, H., 2012, Proceedings - 2012 11th International Conference on Machine Learning and Applications, ICMLA 2012. Vol. 2. p. 588-591 4 p. 6406801

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

Face recognition
Feature extraction
learning performance
predictive model
Pixels
96 Citations (Scopus)

eTrust: Understanding trust evolution in an online world

Tang, J., Gao, H., Liu, H. & Das Sarmas, A., 2012, Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 253-261 9 p.

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

Social sciences
Experiments
16 Citations (Scopus)

Evolutionary transitions and top-down causation

Walker, S., Cisneros, L. & Davies, P., 2012, Artificial Life 13: Proceedings of the 13th International Conference on the Simulation and Synthesis of Living Systems, ALIFE 2012. p. 283-290 8 p.

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

Causation
Logistic Growth
Logistics
Living Systems
Collective Behavior
152 Citations (Scopus)

Exploring social-historical ties on location-based social networks

Gao, H., Tang, J. & Liu, H., 2012, ICWSM 2012 - Proceedings of the 6th International AAAI Conference on Weblogs and Social Media. p. 114-121 8 p.

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

Disasters

Fabrication and characterization of vertical silicon nanopillar Schottky diodes

Chandra, N., Overvig, A. C., Tracy, C. J. & Goodnick, S., 2012, 2012 IEEE Nanotechnology Materials and Devices Conference, IEEE NMDC 2012. p. 58-62 5 p. 6527591

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

Diodes
Fabrication
Silicon
Nickel
Chemical mechanical polishing

Faceted browsing over social media

Nambiar, U., Faruquie, T., Kumar, S., Morstatter, F. & Liu, H., 2012, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 7678 LNCS. p. 91-100 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7678 LNCS).

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

Social Media
Browsing
Semantics
Facet
Navigation
61 Citations (Scopus)

Feature selection with linked data in social media

Tang, J. & Liu, H., 2012, Proceedings of the 12th SIAM International Conference on Data Mining, SDM 2012. p. 118-128 11 p.

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

Feature extraction
Social sciences
Data mining

GaN HEMTs reliability the role of shielding

Padmanabhan, B., Vasileska, D. & Goodnick, S., 2012, Proceedings of the IEEE Conference on Nanotechnology. 6322177

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

High electron mobility transistors
high electron mobility transistors
Shielding
shielding
simulators
112 Citations (Scopus)

gSCorr: Modeling geo-social correlations for new check-ins on location-based social networks

Gao, H., Tang, J. & Liu, H., 2012, ACM International Conference Proceeding Series. p. 1582-1586 5 p.

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

Location based services
Trajectories
Availability
18 Citations (Scopus)

Integrating social media data for community detection

Tang, J., Wang, X. & Liu, H., 2012, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 7472 LNAI. p. 1-20 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7472 LNAI).

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

Community Detection
Unsupervised learning
Social Media
Integrate
Unsupervised Learning

Issues in the physical measurement of the intermediate band effect

Bremner, S., Ghosh, K., Ekins-Daukes, N., Honsberg, C. & Goodnick, S., 2012, Conference Record of the IEEE Photovoltaic Specialists Conference. p. 641-646 6 p. 6317692

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

Fermi level
Solar cells
Energy gap
Open circuit voltage
Short circuit currents