Research Output 1960 2018

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Conference contribution
2018

Active sampling-based binary verification of dynamical systems

Quindlen, J. F., Topcu, U., Chowdhary, G. & How, J. P. Jan 1 2018 AIAA Guidance, Navigation, and Control. 210039 ed. American Institute of Aeronautics and Astronautics Inc, AIAA

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

Dynamical systems
Sampling
Closed loop systems
Temporal logic
Learning algorithms

An indirect design representation for topology optimization using variational autoencoder and style transfer

Guo, T., Lohan, D. J., Allison, J. T., Cang, R. & Ren, Y. Jan 1 2018 AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials. 210049 ed. American Institute of Aeronautics and Astronautics Inc, AIAA

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

Shape optimization
Topology
Computational efficiency
Heat conduction
Scattering

Characterization of a reflective objective with multiphoton microscopy

Kabir, M. M., Choubal, A. M., Sivaguru, M. & Toussaint, K. C. Jan 1 2018 Multiphoton Microscopy in the Biomedical Sciences XVIII. SPIE, Vol. 10498, 104982Z

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

numerical aperture
Harmonic generation
Photons
Glass
Microscopy

Curriculum learning for heterogeneous star network embedding via deep reinforcement learning

Qu, M., Tang, J. & Han, J. Feb 2 2018 WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, Vol. 2018-Febuary, p. 468-476 9 p.

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

Reinforcement learning
Curricula
Stars

Indirect supervision for relation extraction using question-answer pairs

Wu, Z., Ren, X., Xu, F. F., Li, J. & Han, J. Feb 2 2018 WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, Vol. 2018-Febuary, p. 646-654 9 p.

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

Semantics
Public relations
Labeling
Feedback

Mobile biosensing using the sensing capabilities of smartphone cameras

Cunningham, B. T., Long, K. D., Yu, H., Chen, W., Sun, F., Ornob, A., Ganguli, A., Lumetta, S. & Bashir, R. Jan 4 2018 2017 IEEE MTT-S International Microwave Workshop Series on Advanced Materials and Processes for RF and THz Applications, IMWS-AMP 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January, p. 1-3 3 p.

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

Slip forming
Smartphones
Image processing
Cameras
cameras

Poster: Indirect cyber attacks by perturbation of environment control: A data driven attack model

Chung, K., Kalbarczyk, Z. T. & Iyer, R. K. Apr 10 2018 Proceedings of the 5th Annual Symposium and Bootcamp on Hot Topics in the Science of Security, HoTSoS 2018. Association for Computing Machinery, 3191681

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

Cyber Physical System

Quantification of mammalian tumor cell state plasticity with digital holographic cytometry

Hejna, M., Jorapur, A., Zhang, Y., Song, J. S. & Judson, R. L. Jan 1 2018 Quantitative Phase Imaging IV. SPIE, Vol. 10503, 1050312

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

cytometry
plastic properties
Plasticity
Tumors
tumors

Simultaneous design of non-newtonian lubricant and surface texture using surrogate-based optimization

Lee, Y. H., Schuh, J. K., Ewoldt, R. H. & Allison, J. T. Jan 1 2018 AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials. 210049 ed. American Institute of Aeronautics and Astronautics Inc, AIAA

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

Lubricants
Textures
Friction
Reynolds equation
Momentum

Structural OCT middle ear imaging correlated with functional wideband acoustic immittance measurements

Won, J., Monroy, G. L., Huang, P. C., Hill, M. C., Novak, M. A., Porter, R. G., Chaney, E., Barkalifa, R. & Boppart, S. A. Jan 1 2018 Clinical and Translational Biophotonics, TRANSLATIONAL 2018. OSA - The Optical Society, Vol. Part F91-TRANSLATIONAL 2018

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

Acoustics
Imaging techniques
Pediatrics
Pathology

Text-based geolocation prediction of social media users with neural networks

Lourentzou, I., Morales, A. & Zhai, C. Jan 12 2018 Proceedings - 2017 IEEE International Conference on Big Data, Big Data 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January, p. 696-705 10 p.

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

Social Media
Neural Networks
Neural networks
Recommendation System
Prediction
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

aircraft
Aircraft
simulation
system model
Aircraft models

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
Learning systems
Acoustic streaming
Acoustic waves

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
Control systems
Thermal energy
Galaxies
Security systems

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

Microarrays
Photonic crystals
Fluorescence
Assays
Allergies

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
Medicine
Modern 1601-history
Prescriptions

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: Chapter in Book/Report/Conference proceedingConference 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: 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

Brain
Teaching
Visualization
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: Chapter in Book/Report/Conference proceedingConference contribution

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

Intelligent materials
Robots
Maneuverability
Shape memory effect
Muscle

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: Chapter in Book/Report/Conference proceedingConference contribution

Pareto Set
Sampling Strategy
Sample point
Fidelity
Sampling

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

Photonic crystals
Microfluidics
Assays
Fluorescence
Enzymes

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: Chapter in Book/Report/Conference proceedingConference contribution

Friction
Hysteresis
Motion control
Testbeds
Identification (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: Chapter in Book/Report/Conference proceedingConference contribution

Students
ranking
student
voter
Search engines

A study of feature construction for text-based forecasting of time series variables

Wang, Y., Seyler, D., Santu, S. K. K. & Zhai, C. X. Nov 6 2017 CIKM 2017 - Proceedings of the 2017 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, Vol. Part F131841, p. 2347-2350 4 p.

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

Knowledge management
Time series
Viruses
Machinery
Financial markets

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
Security systems
Failure modes
Nuclear power plants
Testbeds

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

Supercomputers
Cooling systems
Control systems
Water
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: Chapter in Book/Report/Conference proceedingConference contribution

Supervised learning
Fruits
Learning systems
Statistics

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: Chapter in Book/Report/Conference proceedingConference contribution

Information retrieval
Information retrieval systems
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: 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

Data mining
Semantics
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

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: Chapter in Book/Report/Conference proceedingConference contribution

Decision making
Spreaders
World Wide Web
Data base
Credibility

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: Chapter in Book/Report/Conference proceedingConference 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: 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

Vector spaces
Financial markets

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

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: Chapter in Book/Report/Conference proceedingConference contribution

Health
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: Chapter in Book/Report/Conference proceedingConference contribution

Integrating Factor
Factor Graph
Major Depressive Disorder
Data-driven
Antidepressive Agents

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. Jan 1 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

Optical tomography
Membranes

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. Oct 25 2017 2017 Conference on Lasers and Electro-Optics, CLEO 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January, p. 1-2 2 p.

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

Optical tomography
tomography
middle ear
membranes
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: Chapter in Book/Report/Conference proceedingConference contribution

Co-design
Testbeds
Testbed
Design Method
Reconfigurable Systems

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: Chapter in Book/Report/Conference proceedingConference contribution

Traffic control
Heuristic algorithms
Knowledge management
Computational complexity
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: Chapter in Book/Report/Conference proceedingConference contribution

Absorber
Vibration
Formulation
Alternatives
Trade-offs

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: Chapter in Book/Report/Conference proceedingConference contribution

Information services
Knowledge management
Data mining
Semantics
Information networks

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

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: Chapter in Book/Report/Conference proceedingConference contribution

3D printers
Scaffolds
Bone
Fabrication
Motion control

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: Chapter in Book/Report/Conference proceedingConference contribution

Maximum likelihood estimation
Harmonic generation
restoration
Restoration
Microscopy