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: Chapter in Book/Report/Conference proceedingConference contribution

model
aircraft
simulation
power
system

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: Chapter in Book/Report/Conference proceedingConference contribution

Source separation
Mobile phones
Hardware
Acoustic streaming
Random access storage

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: Chapter in Book/Report/Conference proceedingConference contribution

Temperature control
Thermal energy
Galaxies
Security systems
Heat exchangers

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: Chapter in Book/Report/Conference proceedingConference contribution

Fluorescence
Photonic crystals
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: Chapter in Book/Report/Conference proceedingConference contribution

Chinese Traditional Medicine
Statistical Models
Aortic Valve Stenosis
Modern 1601-history
Prescriptions

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: Chapter in Book/Report/Conference proceedingConference contribution

Autonomous agents
Decentralized control
Derivatives
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: Chapter in Book/Report/Conference proceedingConference contribution

Students
Brain
Teaching
Visualization

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: Chapter in Book/Report/Conference proceedingConference contribution

Assays
Photonic crystals
Fluorescence
Biomarkers
Microfluidics

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: Chapter in Book/Report/Conference proceedingConference contribution

student
Students
ranking
voter
course

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: Chapter in Book/Report/Conference proceedingConference contribution

Programmable logic controllers
Nuclear power plants
Failure modes
Testbeds
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: Chapter in Book/Report/Conference proceedingConference contribution

Water
Supercomputers
Cooling systems
Control systems
Cooling water

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: Chapter in Book/Report/Conference proceedingConference contribution

Labeling
Information retrieval
Data mining
Testing

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: Chapter in Book/Report/Conference proceedingConference contribution

Semantics
Data mining
Mobile devices
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: Chapter in Book/Report/Conference proceedingConference contribution

Data mining
Industry

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: Chapter in Book/Report/Conference proceedingConference contribution

Semantics
Scalability
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: Chapter in Book/Report/Conference proceedingConference contribution

Financial markets
Vector spaces

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

Oral Submucous Fibrosis
Optical tomography
Bronchiolo-Alveolar Adenocarcinoma
Membranes

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: Chapter in Book/Report/Conference proceedingConference contribution

Power electronics
Temperature
Observability
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: Chapter in Book/Report/Conference proceedingConference contribution

Jaw
Harmonic generation
harmonic generations
Microscopy
spatial resolution

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: Chapter in Book/Report/Conference proceedingConference contribution

Experiments

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: Chapter in Book/Report/Conference proceedingConference contribution

Temperature control
Conservation
Actuators
Fluids
Aircraft fuels

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: Chapter in Book/Report/Conference proceedingConference contribution

Spectrometers
Fluorescence
Spectrum analyzers
Spectral resolution
Chlorine

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: Chapter in Book/Report/Conference proceedingConference contribution

graphene
Edema Disease of Swine
Graphene
Graphite
Raman Spectrum Analysis

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

shock
mirrors
energy
shock fronts
shock waves

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: Chapter in Book/Report/Conference proceedingConference contribution

Aircraft
Aircraft fuels
Power electronics
Control systems
Air

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: Chapter in Book/Report/Conference proceedingConference contribution

course
data
Students
student
Hidden Markov models

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: Chapter in Book/Report/Conference proceedingConference contribution

photonics
crystals
Photonic crystals
nanorods
Q factors

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: Chapter in Book/Report/Conference proceedingConference contribution

Photonic crystals
Biosensors
Laser resonators
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: Chapter in Book/Report/Conference proceedingConference contribution

Geographical regions
Availability
Sampling

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: Chapter in Book/Report/Conference proceedingConference contribution

Photonic crystals
Biophysics
Cell adhesion
Microscopic examination
Enzyme Reactivators

Smartphone-based thin layer chromatography for the discrimination of falsified medicines

Yu, H., Le, H., Lumetta, S., Cunningham, B. T., Kaale, E. & Layloff, T. Jan 5 2017 IEEE Sensors, SENSORS 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7808847

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

Thin layer chromatography
Smartphones
Medicine
Image processing
Densitometers

Time-varying Newton based extremum seeking for optimization of vapor compression systems

Keating, B. & Alleyne, A. Jun 29 2017 2017 American Control Conference, ACC 2017. Institute of Electrical and Electronics Engineers Inc., p. 31-36 6 p. 7962926

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

Vapors
Tuning
Costs
Nonlinear programming
Parameter estimation

Trustworthy services built on event-based probing for layered defense

Sprabery, R., Estrada, Z. J., Kalbarczyk, Z., Iyer, R., Bobba, R. B. & Campbell, R. May 9 2017 Proceedings - 2017 IEEE International Conference on Cloud Engineering, IC2E 2017. Institute of Electrical and Electronics Engineers Inc., p. 215-225 11 p. 7923805

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

Attack
Intrusion detection
Completeness
Cloud computing
Detectors

Unsupervised single-cell analysis in triple-negative breast cancer: A case study

Athreya, A. P., Gaglio, A. J., Kalbarczyk, Z. T., Iyer, R. K., Cairns, J., Kalari, K. R., Weinshilboum, R. M. & Wang, L. Jan 17 2017 Proceedings - 2016 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2016. Institute of Electrical and Electronics Engineers Inc., p. 556-563 8 p. 7822581

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

Triple Negative Breast Neoplasms
Single-Cell Analysis
Genes
Cyclic AMP Receptor Protein
Metformin

Using OS design patterns to provide reliability and security as-a-service for VM-based clouds

Estrada, Z. J., Sprabery, R., Yan, L., Yu, Z., Campbell, R., Kalbarczyk, Z. & Iyer, R. K. Apr 8 2017 VEE 2017 - Proceedings of the 2017 ACM SIGPLAN/SIGOPS International Conference on Virtual Execution Environments. Association for Computing Machinery, Inc, p. 157-170 14 p.

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

Detectors
Monitoring
Malware

Wavefront measurement using computational adaptive optics OCT

South, F. A., Liu, Y. Z., Xu, Y., Bower, A. J., Carney, P. S. & Boppart, S. A. 2017 Computational Optical Sensing and Imaging, COSI 2017. OSA - The Optical Society, Vol. Part F46-COSI 2017

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

Dental Abutments
Buccal Administration
Experimental Melanomas
Wavefronts
Aberrations
2016

A Data-Driven Approach to Soil Moisture Collection and Prediction

Hong, Z., Kalbarczyk, Z. & Iyer, R. K. Jun 28 2016 2016 IEEE International Conference on Smart Computing, SMARTCOMP 2016. Institute of Electrical and Electronics Engineers Inc., 7501673

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

data
Soil moisture
soil moisture
sensor
Agriculture

A hardware-in-the-loop simulator for safety training in robotic surgery

Li, X., Alemzadeh, H., Chen, D., Kalbarczyk, Z., Iyer, R. K. & Kesavadas, T. Nov 28 2016 IROS 2016 - 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-November, p. 5291-5296 6 p. 7759778

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

Robots
Surgery
Simulators
Hazards
Robotics

Analysis of error resiliency of belief propagation in computer vision

Choi, J., Patii, A. D., Rutenbar, R. A. & Shanbhag, N. R. May 18 2016 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-May, p. 1060-1064 5 p. 7471838

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

Computer vision
Hardware
Image denoising
Scaling laws
Labeling

An exploration of automated grading of complex assignments

Geigle, C., Zhai, C. & Ferguson, D. Apr 25 2016 L@S 2016 - Proceedings of the 3rd 2016 ACM Conference on Learning at Scale. Association for Computing Machinery, Inc, p. 351-360 10 p.

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

grading
human being
learning
experiment
problem

ARIMA-based modeling and validation of consumption readings in power grids

Krishna, V. B., Iyer, R. K. & Sanders, W. H. 2016 Critical Information Infrastructures Security - 10th International Conference, CRITIS 2015, Revised Selected Papers. Springer Verlag, Vol. 9578, p. 199-210 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9578)

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

Electricity
Smart meters
ARIMA
Communication
Forecasting

A sequential decision formulation of the interface card model for interactive IR

Zhang, Y. & Zhai, C. Jul 7 2016 SIGIR 2016 - Proceedings of the 39th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 85-94 10 p.

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

Decision theory
Reinforcement learning
Learning algorithms
Experiments

Automatic entity recognition and typing in massive text data

Ren, X., El-Kishky, A., Ji, H. & Han, J. Jun 26 2016 SIGMOD 2016 - Proceedings of the 2016 International Conference on Management of Data. Association for Computing Machinery, Vol. 26-June-2016, p. 2235-2239 5 p.

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

Knowledge management
Data mining
Labels

Balanced permutation codes

Gabrys, R. & Milenkovic, O. Aug 10 2016 Proceedings - ISIT 2016; 2016 IEEE International Symposium on Information Theory. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-August, p. 390-394 5 p. 7541327

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

Permutation
Modulation
Interleaving
Balancing
Charge

Behavioral Genetic Toolkits: Toward the Evolutionary Origins of Complex Phenotypes

Rittschof, C. C. & Robinson, G. E. 2016 Genes and Evolution, 2016. Academic Press Inc., Vol. 119, p. 157-204 48 p. (Current Topics in Developmental Biology; vol. 119)

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

Behavioral Genetics
Phenotype
Genes
Behavioral Research
Developmental Biology

CatchTartan: Representing and summarizing dynamic multicontextual behaviors

Jiang, M., Faloutsos, C. & Han, J. Aug 13 2016 KDD 2016 - Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, Vol. 13-17-August-2016, p. 945-954 10 p.

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

Costs

Codes in the damerau distance for DNA storage

Gabrys, R., Yaakobi, E. & Milenkovic, O. Aug 10 2016 Proceedings - ISIT 2016; 2016 IEEE International Symposium on Information Theory. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-August, p. 2644-2648 5 p. 7541778

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

Decoding
DNA
Transposition
Adjacent
Deletion