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

Adaptive multiphoton imaging by high peak-power coherent fiber supercontinuum

Tu, H. & Boppart, S. A. Jan 1 2017 International Conference on Photonics and Imaging in Biology and Medicine, PIBM 2017. OSA - The Optical Society, Vol. Part F70-PIBM 2017

Research output: ResearchConference contribution

Imaging techniques
Fibers

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

A graph-based approach for dynamic compressor modeling in vapor compression systems

Aksland, C. T., Koeln, J. P. & Alleyne, A. G. Jan 1 2017 Vibration in Mechanical Systems; Modeling and Validation; Dynamic Systems and Control Education; Vibrations and Control of Systems; Modeling and Estimation for Vehicle Safety and Integrity; Modeling and Control of IC Engines and Aftertreatment Systems;Unmanned Aerial Vehicles (UAVs) and Their Applications; Dynamics and Control of Renewable Energy Systems; Energy Harvesting; Control of Smart Buildings and Microgrids; Energy Systems. American Society of Mechanical Engineers, Vol. 3

Research output: ResearchConference contribution

Vapors
Hot Temperature
Fluids
Evaporators
Temperature control

A metameric crawling robot enabled by origami and smart materials

Angatkina, O., Chien, B., Pagano, A., Yan, T., Alleyne, A., Wissa, A. & Tawfick, S. Jan 1 2017 Development and Characterization of Multifunctional Materials; Mechanics and Behavior of Active Materials; Bioinspired Smart Materials and Systems; Energy Harvesting; Emerging Technologies. American Society of Mechanical Engineers, Vol. 1

Research output: ResearchConference contribution

Intelligent materials
Robots
Muscle
Animals
Actuators

A Multi Objective Adaptive Surrogate Modeling-Based Optimization (MO-ASMO) framework using efficient sampling strategies

Lee, Y. H., Corman, R. E., Ewoldt, R. H. & Allison, J. T. Jan 1 2017 43rd Design Automation Conference. American Society of Mechanical Engineers (ASME), Vol. 2B-2017

Research output: ResearchConference contribution

Pareto Set
Sampling Strategy
Sample point
Fidelity
Optimization

An attention-based collaboration framework for multi-view network representation learning

Meng, Q., Tang, J., Shang, J., Ren, X., Zhang, M. & Han, J. Nov 6 2017 CIKM 2017 - Proceedings of the 2017 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, Vol. Part F131841, p. 1767-1776 10 p.

Research output: ResearchConference contribution

Node
Proximity
Voting
Owners
Vote

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

An improved dynamic friction model using a data-based approach

Weir, N. A. & Alleyne, A. G. Jan 1 2017 Vibration in Mechanical Systems; Modeling and Validation; Dynamic Systems and Control Education; Vibrations and Control of Systems; Modeling and Estimation for Vehicle Safety and Integrity; Modeling and Control of IC Engines and Aftertreatment Systems;Unmanned Aerial Vehicles (UAVs) and Their Applications; Dynamics and Control of Renewable Energy Systems; Energy Harvesting; Control of Smart Buildings and Microgrids; Energy Systems. American Society of Mechanical Engineers, Vol. 3

Research output: ResearchConference contribution

Identification (control systems)
Control systems

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

Cell adhesion phenotype library with photonic crystal enhanced microscopy

Zhuo, Y., Choi, J. S., Marin, T., Yu, H., Harley, B. A. & Cunningham, B. T. Jan 1 2017 Bio-Optics: Design and Application, BODA 2017. OSA - The Optical Society, Vol. Part F62-BODA 2017

Research output: ResearchConference contribution

Cell adhesion
Photonic crystals
Microscopic examination
Cells
Imaging techniques

ClaimVerif: A real-time claim verification system using the web and fact databases

Zhi, S., Sun, Y., Liu, J., Zhang, C. & Han, J. Nov 6 2017 CIKM 2017 - Proceedings of the 2017 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, Vol. Part F131841, p. 2555-2558 4 p.

Research output: ResearchConference contribution

Decision making
World Wide Web
Data base
Credibility
News

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

ContextCare: Incorporating contextual information networks to representation learning on medical forum data

Zhao, S., Jiang, M., Yuan, Q., Qin, B., Liu, T. & Zhai, C. Jan 1 2017 26th International Joint Conference on Artificial Intelligence, IJCAI 2017. International Joint Conferences on Artificial Intelligence, p. 3497-3503 7 p.

Research output: ResearchConference contribution

Search engines
Experiments

Data-driven longitudinal modeling and prediction of symptom dynamics in major depressive disorder: Integrating factor graphs and learning methods

Athreya, A. P., Banerjee, S. S., Neavin, D., Kaddurah-Daouk, R., Rush, A. J., Frye, M. A., Wang, L., Weinshilboum, R. M., Bobo, W. V. & Iyer, R. K. Oct 4 2017 2017 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2017. Institute of Electrical and Electronics Engineers Inc., 8058559

Research output: ResearchConference contribution

Integrating Factor
Factor Graph
Data-driven
Disorder
Prediction

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

Design of a reconfigurable dynamic testbed for co-design method validation

Deshmukh, A. P., Lohan, D. J. & Allison, J. T. Jan 1 2017 43rd Design Automation Conference. American Society of Mechanical Engineers (ASME), Vol. 2A-2017

Research output: ResearchConference contribution

Co-design
Testbed
Design Method
Testing
Design

Detecting multiple periods and periodic patterns in event time sequences

Yuan, Q., Shang, J., Cao, X., Zhang, C., Geng, X. & Han, J. Nov 6 2017 CIKM 2017 - Proceedings of the 2017 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, Vol. Part F131841, p. 617-626 10 p.

Research output: ResearchConference contribution

Computational complexity
Heuristic algorithm
Knowledge management
Traffic control
Tides

Developing and comparing alternative design optimization formulations for a vibration absorber example

Luan, S., Thurston, D. L., Arora, M. & Allison, J. T. Jan 1 2017 22nd Design for Manufacturing and the Life Cycle Conference; 11th International Conference on Micro- and Nanosystems. American Society of Mechanical Engineers (ASME), Vol. 4

Research output: ResearchConference contribution

Absorber
Vibration
Formulation
Alternatives
Design optimization

Distant meta-path similarities for text-based heterogeneous information networks

Wang, C., Song, Y., Li, H., Sun, Y., Zhang, M. & Han, J. Nov 6 2017 CIKM 2017 - Proceedings of the 2017 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, Vol. Part F131841, p. 1629-1638 10 p.

Research output: ResearchConference contribution

Information networks
Knowledge management
Information services
Data mining
Semantics

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

Wang, X., Wang, J. & Zhai, C. Jan 1 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

Easy-to-use 3D printer for fabrication of biological scaffolds

Armstrong, A., Alleyne, A. & Johnson, A. W. Jan 1 2017 Mechatronics; Estimation and Identification; Uncertain Systems and Robustness; Path Planning and Motion Control; Tracking Control Systems; Multi-Agent and Networked Systems; Manufacturing; Intelligent Transportation and Vehicles; Sensors and Actuators; Diagnostics and Detection; Unmanned, Ground and Surface Robotics; Motion and Vibration Control Applications. American Society of Mechanical Engineers, Vol. 2

Research output: ResearchConference contribution

3D printers
Scaffolds
Printing
Dynamic models
Feedback

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. Jan 1 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. Jan 1 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

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

Electronic Health Records
Survival Analysis
Electronic medical equipment
Data Mining
Information Services

High-speed two-photon fluorescence lifetime imaging microscopy of NADH for label-free metabolic imaging

Bower, A. J., Li, J., Chaney, E. J., Marjanovic, M. & Boppart, S. A. 2017 Optical Molecular Probes, Imaging and Drug Delivery, OMP 2017. OSA - The Optical Society, Vol. Part F63-OMP 2017

Research output: ResearchConference contribution

Labels
Microscopic examination
Photons
Fluorescence
Imaging techniques

Holistic measurement-driven system assessment

Jha, S., Brandt, J., Gentile, A., Kalbarczyk, Z., Bauer, G., Enos, J., Showerman, M., Kaplan, L., Bode, B., Greiner, A., Bonnie, A., Mason, M., Iyer, R. K. & Kramer, W. Sep 22 2017 Proceedings - 2017 IEEE International Conference on Cluster Computing, CLUSTER 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-September, p. 797-800 4 p. 8049019

Research output: ResearchConference contribution

Hardware
Monitoring

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

Hybrid procedure-based design strategies augmented with optimization

Arora, M., Luan, S., Thurston, D. L. & Allison, J. T. Jan 1 2017 43rd Design Automation Conference. American Society of Mechanical Engineers (ASME), Vol. 2A-2017

Research output: ResearchConference contribution

Optimization
Strategy
Design
Subset
Knowledge

Information retrieval evaluation as search simulation: A general formal framework for IR evaluation

Zhang, Y., Liu, X. & Zhai, C. Oct 1 2017 ICTIR 2017 - Proceedings of the 2017 ACM SIGIR International Conference on the Theory of Information Retrieval. Association for Computing Machinery, Inc, p. 193-200 8 p.

Research output: ResearchConference contribution

Information retrieval
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