Research Output 1960 2018

Filter
Conference contribution
2017

20x-Real time modeling and simulation of more electric aircraft thermally integrated electrical power systems

Cao, Y., Williams, M. A., Kearbey, B. J., Smith, A. T., Krein, P. T. & Alleyne, A. G. Feb 2 2017 2016 International Conference on Electrical Systems for Aircraft, Railway, Ship Propulsion and Road Vehicles and International Transportation Electrification Conference, ESARS-ITEC 2016. Institute of Electrical and Electronics Engineers Inc., 7841416

Research output: ResearchConference contribution

Aircraft
Hot Temperature
Aircraft models
Power converters
Controllers

A case study of machine learning hardware: Real-time source separation using Markov Random Fields via sampling-based inference

Ko, G. G. & Rutenbar, R. A. Jun 16 2017 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2477-2481 5 p. 7952602

Research output: ResearchConference contribution

Source separation
Mobile phones
Learning systems
Acoustic waves
Hardware

ACC tutorial session proposal thermal and HVAC control systems: Challenges and opportunities

Alleyne, A. Jun 29 2017 2017 American Control Conference, ACC 2017. Institute of Electrical and Electronics Engineers Inc., p. 1364 1 p. 7963142

Research output: ResearchConference contribution

Temperature control
Control systems
Hot Temperature
Thermal energy
Galaxies

Achieving uniformity and reproducibility for photonic crystal fluorescence enhanced disease diagnostic microarrays

Race, C. M., Kwon, L. & Cunningham, B. T. Jan 5 2017 IEEE Sensors, SENSORS 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7808961

Research output: ResearchConference contribution

Photonic crystals
Fluorescence
Assays
Scanning
Lasers

A conditional probabilistic model for joint analysis of symptoms, diseases, and herbs in traditional Chinese medicine patient records

Wang, S., Huang, E. W., Zhang, R., Zhang, X., Liu, B., Zhou, X. & Zhai, C. Jan 17 2017 Proceedings - 2016 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2016. Institute of Electrical and Electronics Engineers Inc., p. 411-418 8 p. 7822553

Research output: ResearchConference contribution

Chinese Traditional Medicine
Statistical Models
Modern 1601-history
Prescriptions
China

A decentralized algorithm for control of autonomous agents coupled by feasibility constraints

Rosolia, U., Braghin, F., Alleyne, A. G., De Bruyne, S. & Sabbioni, E. Jun 29 2017 2017 American Control Conference, ACC 2017. Institute of Electrical and Electronics Engineers Inc., p. 3367-3372 6 p. 7963467

Research output: ResearchConference contribution

Autonomous agents
Decentralized control
Communication

Advanced computing for social change - Educating and engaging our students to compete in a changing workforce∗

Gaither, K., Gomez, R., Akli, L., Mendenhall, R., Bland, M., Fratkin, S., Rivera, L. & DeStefano, L. Jul 9 2017 PEARC 2017 - Practice and Experience in Advanced Research Computing 2017: Sustainability, Success and Impact. Association for Computing Machinery, Vol. Part F128771, a50

Research output: ResearchConference contribution

Brain
Students

An automated microfluidic assay for the detection of cancer biomarkers in serum using photonic crystal enhanced fluorescence

Kwon, L., Race, C., Foreman, M. & Cunningham, B. Jan 5 2017 IEEE Sensors, SENSORS 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7808960

Research output: ResearchConference contribution

Photonic crystals
Microfluidics
Assays
Fluorescence
Tumor Biomarkers

A probabilistic approach for discovering difficult course topics using clickstream data

Boughoula, A., Geigle, C. & Zhai, C. X. Apr 12 2017 L@S 2017 - Proceedings of the 4th (2017) ACM Conference on Learning at Scale. Association for Computing Machinery, Inc, p. 303-306 4 p.

Research output: ResearchConference contribution

Students
Search engines
Feedback

Attack induced common-mode failures on PLC-based safety system in a nuclear power plant: Practical experience report

Lim, B., Chen, D., An, Y., Kalbarczyk, Z. & Iyer, R. May 5 2017 Proceedings - 2017 IEEE 22nd Pacific Rim International Symposium on Dependable Computing, PRDC 2017. IEEE Computer Society, p. 205-210 6 p. 7920614

Research output: ResearchConference contribution

Security systems

Attacking supercomputers through targeted alteration of environmental control: A data driven case study

Chung, K., Formicola, V., Kalbarczyk, Z. T., Iyer, R. K., Withers, A. & Slagell, A. J. Feb 21 2017 2016 IEEE Conference on Communications and Network Security, CNS 2016. Institute of Electrical and Electronics Engineers Inc., p. 406-410 5 p. 7860528

Research output: ResearchConference contribution

Supercomputers
Water
Control systems
Cooling water

Automatic synonym discovery with knowledge bases

Qu, M., Ren, X. & Han, J. 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. 997-1005 9 p.

Research output: ResearchConference contribution

Supervised learning
Fruits
Learning systems

Axiomatic thinking for information retrieval-and related tasks

Amigo, E., Fang, H., Mizzaro, S. & Zhai, C. Aug 7 2017 SIGIR 2017 - Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 1419-1420 2 p.

Research output: ResearchConference contribution

Information retrieval
Search engines
Acoustic waves

Blind men and the elephant: Thurstonian pairwise preference for ranking in crowdsourcing

Wang, X., Wang, J., Jie, L., Zhai, C. & Chang, Y. Jan 31 2017 Proceedings - 16th IEEE International Conference on Data Mining, ICDM 2016. Institute of Electrical and Electronics Engineers Inc., p. 509-518 10 p. 7837875

Research output: ResearchConference contribution

Labeling
Information retrieval

Bridging collaborative filtering and semi-supervised learning: A neural approach for POI recommendation

Yang, C., Bai, L., Zhang, C., Yuan, Q. & Han, J. 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. 1245-1254 10 p.

Research output: ResearchConference contribution

Supervised learning
Industry
Factorization
Experiments

Bringing semantics to spatiotemporal data mining: Challenges, methods, and applications

Zhang, C., Yuan, Q. & Han, J. May 16 2017 Proceedings - 2017 IEEE 33rd International Conference on Data Engineering, ICDE 2017. IEEE Computer Society, p. 1455-1458 4 p. 7930108

Research output: ResearchConference contribution

Semantics
Global positioning system

Building structured databases of factual knowledge from massive text corpora

Ren, X., Jiang, M., Shang, J. & Han, J. May 9 2017 SIGMOD 2017 - Proceedings of the 2017 ACM International Conference on Management of Data. Association for Computing Machinery, Vol. Part F127746, p. 1741-1745 5 p.

Research output: ResearchConference contribution

Industry

Communication efficient decentralized Gaussian Process Fusion for multi-UAS path planning

Allamraju, R. & Chowdhary, G. Jun 29 2017 2017 American Control Conference, ACC 2017. Institute of Electrical and Electronics Engineers Inc., p. 4442-4447 6 p. 7963639

Research output: ResearchConference contribution

Motion planning
Fusion reactions
Communication
Planning

Comparative document analysis for large text corpora

Ren, X., Lv, Y., Wang, K. & Han, J. Feb 2 2017 WSDM 2017 - Proceedings of the 10th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 325-334 10 p.

Research output: ResearchConference contribution

Semantics
Experiments

Constructing and embedding abstract event causality networks from text snippets

Zhao, S., Wang, Q., Massung, S., Qin, B., Liu, T., Wang, B. & Zhai, C. X. Feb 2 2017 WSDM 2017 - Proceedings of the 10th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 335-344 10 p.

Research output: ResearchConference contribution

Construction of structured heterogeneous networks from massive text data

Han, J. May 14 2017 Proceedings of the 2nd ACM SIGMOD Workshop on Network Data Analytics, NDA 2017. Association for Computing Machinery, Inc, 1

Research output: ResearchConference contribution

Heterogeneous networks
Big data

Depth-resolved characterization of the in vivo tympanic membrane using nano-sensitive optical coherence tomography

Dsouza, R., Won, J., Monroy, G. L., Porter, R. G., Novak, M. A., Hill, M. C. & Boppart, S. A. 2017 CLEO: Science and Innovations, CLEO_SI 2017. OSA - The Optical Society, Vol. Part F41-CLEO_SI 2017

Research output: ResearchConference contribution

Optical tomography
Membranes

Dual-clustering maximum entropy with application to classification and word embedding

Wang, X., Wang, J. & Zhai, C. 2017 31st AAAI Conference on Artificial Intelligence, AAAI 2017. AAAI press, p. 3323-3329 7 p.

Research output: ResearchConference contribution

Learning systems
Processing

Dynamic temperature estimation of power electronics systems

Tannous, P. J., Peddada, S. R. T., Allison, J. T., Foulkes, T., Pilawa-Podgurski, R. C. N. & Alleyne, A. G. Jun 29 2017 2017 American Control Conference, ACC 2017. Institute of Electrical and Electronics Engineers Inc., p. 3463-3469 7 p. 7963482

Research output: ResearchConference contribution

Hot Temperature
Temperature sensors
Model structures

Enhancing resolution and contrast in second-harmonic generation microscopy using an advanced maximum likelihood estimation restoration method

Sivaguru, M., Kabir, M. M., Gartia, M. R., Biggs, D. S. C., Sivaguru, B. S., Sivaguru, V. A., Berent, Z. T., Wagoner Johnson, A. J., Fried, G. A., Liu, G. L., Sadayappan, S. & Toussaint, K. C. 2017 Multiphoton Microscopy in the Biomedical Sciences XVII. SPIE, Vol. 10069, 1006908

Research output: ResearchConference contribution

restoration
harmonic generations
microscopy
Maximum likelihood estimation
Harmonic generation

Enhancing searches for optimal trees using SIESTA

Vachaspati, P. & Warnow, T. 2017 Comparative Genomics - 15th International Workshop, RECOMB CG 2017, Proceedings. Springer Verlag, Vol. 10562 LNBI, p. 232-255 24 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10562 LNBI)

Research output: ResearchConference contribution

Trees (mathematics)
Dynamic programming
Set theory
Polynomials
Search Space

Exploiting temporal divergence of topic distributions for event detection

Zhu, R., Zhang, A., Peng, J. & Zhai, C. Feb 2 2017 Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016. Institute of Electrical and Electronics Engineers Inc., p. 164-171 8 p. 7840602

Research output: ResearchConference contribution

Experiments

Gene tree parsimony for incomplete gene trees

Bayzid, M. S. & Warnow, T. Aug 1 2017 17th International Workshop on Algorithms in Bioinformatics, WABI 2017. Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, Vol. 88, 2

Research output: ResearchConference contribution

Dynamic programming

Graph-based hierarchical control of thermal-fluid power flow systems

Pangborn, H. C., Williams, M. A., Koeln, J. P. & Alleyne, A. G. Jun 29 2017 2017 American Control Conference, ACC 2017. Institute of Electrical and Electronics Engineers Inc., p. 2099-2105 7 p. 7963262

Research output: ResearchConference contribution

Fluids
Hot Temperature
Temperature control
Conservation
Actuators

Hemnet: Integration of electronic medical records with molecular interaction networks and domain knowledge for survival analysis

Huang, E. W., Zhang, R., Liu, J., Wang, S., Liu, B., Zhou, X., Zhai, C., Li, B., Zhang, R. & Lin, H. Aug 20 2017 ACM-BCB 2017 - Proceedings of the 8th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics. Association for Computing Machinery, Inc, p. 378-387 10 p.

Research output: ResearchConference contribution

Human intention-based collision avoidance for autonomous cars

Osipychev, D., Tran, D., Sheng, W. & Chowdhary, G. Jun 29 2017 2017 American Control Conference, ACC 2017. Institute of Electrical and Electronics Engineers Inc., p. 2974-2979 6 p. 7963403

Research output: ResearchConference contribution

Collision avoidance
Trajectories
Braking
Simulators
Experiments

Integration of linear variable filters on CMOS for compact emission and absorption sensing

Carlson, J. A., Wan, Y., Kesler, B. A., Peng, W., Al-Mulla, S. A., Su, P., Dallesasse, J. M. & Cunningham, B. T. Jan 5 2017 IEEE Sensors, SENSORS 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7808414

Research output: ResearchConference contribution

Spectrometers
Fluorescence
Spectrum analyzers
Spectral resolution
Semiconductor quantum dots

Intensified surface enhanced Raman signal of a graphene monolayer on a plasmonic substrate through the use of fluidic dielectrics

Mahigir, A., Gartia, M. R., Chang, T. W., Liu, G. L. & Veronis, G. 2017 Plasmonics in Biology and Medicine XIV. SPIE, Vol. 10080, 1008005

Research output: ResearchConference contribution

Graphite
Fluidics
Raman spectroscopy
Monolayers
Substrates

Inter-ictal Seizure Onset Zone localization using unsupervised clustering and Bayesian Filtering

Varatharajah, Y., Berry, B. M., Kalbarczyk, Z. T., Brinkmann, B. H., Worrell, G. A. & Iyer, R. K. Aug 10 2017 8th International IEEE EMBS Conference on Neural Engineering, NER 2017. IEEE Computer Society, p. 533-539 7 p. 8008407

Research output: ResearchConference contribution

Brain
Biomarkers
Electroencephalography
Tissue
Experiments

Large-scale embedding learning in heterogeneous event data

Gui, H., Liu, J., Tao, F., Jiang, M., Norick, B. & Han, J. Jan 31 2017 Proceedings - 16th IEEE International Conference on Data Mining, ICDM 2016. Institute of Electrical and Electronics Engineers Inc., p. 907-912 6 p. 7837924

Research output: ResearchConference contribution

Experiments

Link prediction across aligned networks with sparse & low rank matrix estimation

Zhang, J., Chen, J., Zhi, S., Chang, Y., Yu, P. S. & Han, J. May 16 2017 Proceedings - 2017 IEEE 33rd International Conference on Data Engineering, ICDE 2017. IEEE Computer Society, p. 971-982 12 p. 7930040

Research output: ResearchConference contribution

Experiments

Mechanochemistry for shock wave energy dissipation

Shaw, W. L., Ren, Y., Moore, J. S. & Dlott, D. D. Jan 13 2017 Shock Compression of Condensed Matter - 2015: Proceedings of the Conference of the American Physical Society Topical Group on Shock Compression of Condensed Matter. American Institute of Physics Inc., Vol. 1793, 030026

Research output: ResearchConference contribution

shock waves
energy dissipation
shock
mirrors
energy

MetaPAD: Meta pattern discovery from massive text corpora

Jiang, M., Shang, J., Cassidy, T., Ren, X., Kaplan, L. M., Hanratty, T. P. & Han, J. 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. 877-886 10 p.

Research output: ResearchConference contribution

Experiments

Microscale transport physics during atomic force microscopy mass spectrometry and improved sampling efficiency

Moon, H., Comi, T. J., Dunham, S. J. B., Kwon, B., Sweedler, J. V. & King, W. P. Jul 26 2017 TRANSDUCERS 2017 - 19th International Conference on Solid-State Sensors, Actuators and Microsystems. Institute of Electrical and Electronics Engineers Inc., p. 24-27 4 p. 7993978

Research output: ResearchConference contribution

microbalances
mass spectroscopy
sampling
atomic force microscopy
physics

Mitigating power systems variability in more electric aircraft utilizing power electronics implemented dynamic thermal storage

Cao, Y., Williams, M. A., Krein, P. T. & Alleyne, A. G. May 17 2017 2017 IEEE Applied Power Electronics Conference and Exposition, APEC 2017. Institute of Electrical and Electronics Engineers Inc., p. 1412-1418 7 p. 7930882

Research output: ResearchConference contribution

Aircraft
Control systems
Air
Hot Temperature
Aircraft power systems

Modeling MOOC student behavior with two-layer hidden markov models

Geigle, C. & Zhai, C. X. Apr 12 2017 L@S 2017 - Proceedings of the 4th (2017) ACM Conference on Learning at Scale. Association for Computing Machinery, Inc, p. 205-208 4 p.

Research output: ResearchConference contribution

Students

On application of learning to rank for e-commerce search

Santu, S. K. K., Sondhi, P. & Zhai, C. Aug 7 2017 SIGIR 2017 - Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 475-484 10 p.

Research output: ResearchConference contribution

Feedback
Search engines
Information retrieval
Industry
Experiments

Optimal completion of incomplete gene trees in polynomial time using OCTAL

Christensen, S., Molloy, E. K., Vachaspati, P. & Warnow, T. Aug 1 2017 17th International Workshop on Algorithms in Bioinformatics, WABI 2017. Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, Vol. 88, 27

Research output: ResearchConference contribution

Polynomials

Photonic crystal coupled plasmonic hybrid nanosensors

Liu, J. N., Liu, K. K., Huang, Q., Singamaneni, S. & Cunningham, B. T. Jan 23 2017 2016 IEEE Photonics Conference, IPC 2016. Institute of Electrical and Electronics Engineers Inc., p. 198-199 2 p. 7831038

Research output: ResearchConference contribution

Nanosensors
Photonic crystals
photonics
crystals
Nanorods

Porous photonic crystal external cavity laser biosensor for drug screening

Huang, Q., Peh, J., Hergenrother, P. J. & Cunningham, B. T. Jan 5 2017 IEEE Sensors, SENSORS 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7808619

Research output: ResearchConference contribution

Photonic crystals
Biosensors
Screening
Wavelength
Stimulated emission

PRED: Periodic region detection for mobility modeling of social media users

Yuan, Q., Zhang, W., Zhang, C., Geng, X., Cong, G. & Han, J. Feb 2 2017 WSDM 2017 - Proceedings of the 10th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 263-272 10 p.

Research output: ResearchConference contribution

Availability

PReP: Path-based relevance from a probabilistic perspective in heterogeneous information networks

Shi, Y., Chan, P. W., Zhuang, H., Gui, H. & Han, J. 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. 425-434 10 p.

Research output: ResearchConference contribution

Experiments

Probabilistic topic models for text data retrieval and analysis

Zhai, C. Aug 7 2017 SIGIR 2017 - Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 1399-1401 3 p.

Research output: ResearchConference contribution

Semantics
Statistical Models
Electronic mail
Information retrieval
Websites

Quantitative label-free imaging of live-cell adhesion using Photonic Crystal Enhanced Microscopy (PCEM)

Zhuo, Y., Choi, J. S., Marin, T., Yu, H., Harley, B. A. & Cunningham, B. T. 2017 CLEO: Science and Innovations, CLEO_SI 2017. OSA - The Optical Society, Vol. Part F41-CLEO_SI 2017

Research output: ResearchConference contribution

Cell adhesion
Photonic crystals
Labels
Microscopic examination
Imaging techniques

React: Online multimodal embedding for recency-Aware spatiotemporal activity modeling

Zhang, C., Zhang, K., Yuan, Q., Tao, F., Zhang, L., Hanratty, T. & Han, J. Aug 7 2017 SIGIR 2017 - Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 245-254 10 p.

Research output: ResearchConference contribution

Experiments