University of Minnesota

  • 100 Church St. S.E., 3 Morrill Hall

    55455 Minneapolis

    United States

Research Output 1899 2020

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Conference contribution
2019

NIR/MIR spectroscopy in tandem with chemometrics for rapid identification and evaluation of potato variety and doneness degree

Su, W-H., Bakalis, S. & Sun, D-W., Jul 7 2019, 2019 ASABE (American Society of Agricultural and Biological Engineers) Annual International Meeting.

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

Near infrared spectroscopy
chemometrics
near-infrared spectroscopy
potatoes
Infrared radiation

Nonlinear Discriminative Dimensionality Reduction of Multiple Datasets

Chen, J., Wang, G. & Giannakis, G. B., Feb 19 2019, Conference Record of the 52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018. Matthews, M. B. (ed.). IEEE Computer Society, p. 1993-1997 5 p. 8645467. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

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

Principal component analysis
Learning systems
Signal processing
Decomposition
Experiments

Normalizing dietary supplement product names using the RxNorM model

Vasilakes, J., Fan, Y., Rizvi, R., Bompelli, A., Bodenreider, O. & Zhang, R., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 408-412 5 p. (Studies in Health Technology and Informatics; vol. 264).

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

RxNorm
Dietary supplements
Dietary Supplements
Names
Natural language processing systems
1 Citation (Scopus)

Not All Feed-Forward MUX PUFs Generate Unique Signatures

Ayling, A., Avvaru, S. V. S. & Parhi, K. K., Jul 1 2019, Proceedings - 2019 IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2019. IEEE Computer Society, p. 43-48 6 p. 8839580. (Proceedings of IEEE Computer Society Annual Symposium on VLSI, ISVLSI; vol. 2019-July).

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

Gaussian distribution
Hardware security
Networks (circuits)

Observer Design of Descriptor Nonlinear System with N onlinear Outputs by Using W12 -Optimality Criterion

Hamaz, A., Draa, K. C., Zemouche, A., Bedouhene, F. & Rajamani, R., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 6556-6560 5 p. 8618875. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

Descriptor Systems
Observer Design
Optimality Criteria
Linear matrix inequalities
Matrix Inequality

On-bicycle vehicle tracking at traffic intersections using inexpensive low-density lidar

Xie, Z. & Rajamani, R., Jul 2019, 2019 American Control Conference, ACC 2019. Institute of Electrical and Electronics Engineers Inc., p. 593-598 6 p. 8814442. (Proceedings of the American Control Conference; vol. 2019-July).

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

Bicycles
Optical radar
Telecommunication traffic
Position measurement
Distance measurement

On Estimation under Noisy Order Statistics

Dytso, A., Cardone, M., Veedu, M. S. & Vincent Poor, H., Jul 1 2019, 2019 IEEE International Symposium on Information Theory, ISIT 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 36-40 5 p. 8849813. (IEEE International Symposium on Information Theory - Proceedings; vol. 2019-July).

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

Order Statistics
Sorting
Statistics
Mean square error
Estimator

On quality factor improvement in a NEMS resonator with nonlinear damping

Ramakrishnan, S. & Ul Shougat, M. R. E., Jan 1 2019, 31st Conference on Mechanical Vibration and Noise. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 8).

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

NEMS
Nonlinear Damping
Quality Factor
Resonator
Resonators

On Simple Scheduling in Half-Duplex Relay Diamond Networks

Jain, S., Elyasi, M., Cardone, M. & Mohajer, S., Jul 2019, 2019 IEEE International Symposium on Information Theory, ISIT 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2529-2533 5 p. 8849475. (IEEE International Symposium on Information Theory - Proceedings; vol. 2019-July).

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

Strombus or kite or diamond
Relay
Diamonds
Scheduling
Configuration

On the Multicast Capacity of Full-Duplex 1-2-1 Networks

Ezzeldin, Y. H., Cardone, M., Fragouli, C. & Caire, G., Jul 1 2019, 2019 IEEE International Symposium on Information Theory, ISIT 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 465-469 5 p. 8849692. (IEEE International Symposium on Information Theory - Proceedings; vol. 2019-July).

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

Multicast
Chemical activation
Polynomials
Linear Program
Vertex of a graph

On the trade-off between controllability and robustness in networks of diffusively coupled agents

Abbas, W., Shabbir, M., Yazicioglu, Y. & Akber, A., Jul 1 2019, 2019 American Control Conference, ACC 2019. Institute of Electrical and Electronics Engineers Inc., p. 2072-2077 6 p. 8814375. (Proceedings of the American Control Conference; vol. 2019-July).

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

Controllability
Robustness (control systems)

Optical thin film compression for laser induced plasma diagnostics

Masruri, M., Wheeler, J., Dancus, I., Fabbri, R., Nazîru, A., Secareanu, R., Ursescu, D., Cojocaru, G., Ungureanu, R., Farinella, D. M., Pittman, M., Mironov, S., Balascuta, S., Doria, D., Ros, D. & Dabu, R., Jan 1 2019, CLEO: Science and Innovations, CLEO_SI 2019. OSA - The Optical Society, (Optics InfoBase Conference Papers; vol. Part F129-CLEO_SI 2019).

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

Optical films
Plasma diagnostics
Compaction
Self phase modulation
Thin films

Optical Thin Film Compression for Laser Induced Plasma Diagnostics

Masruri, M., Wheeler, J., Dancus, I., Fabbri, R., Naziru, A., Secareanu, R., Ursescu, D., Cojocaru, G., Ungureanu, R., Farinella, D. M., Pittman, M., Mironov, S., Balascuta, S., Doria, D., Ros, D. & Dabu, R., May 1 2019, 2019 Conference on Lasers and Electro-Optics, CLEO 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8750281. (2019 Conference on Lasers and Electro-Optics, CLEO 2019 - Proceedings).

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

Optical films
Plasma diagnostics
plasma diagnostics
Compaction
Lasers

Optimal asynchronous multi-sensor registration in 3 dimensions

Jiang, S., Pu, W. & Luo, Z-Q., Feb 20 2019, 2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 81-85 5 p. 8646342. (2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings).

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

Sensors
Sensor data fusion
Computer simulation

Optimal speed control for a connected and autonomous electric vehicle considering battery aging and regenerative braking limits

Shao, Y. & Sun, Z., Jan 1 2019, Advanced Driver Assistance and Autonomous Technologies; Advances in Control Design Methods; Advances in Robotics; Automotive Systems; Design, Modeling, Analysis, and Control of Assistive and Rehabilitation Devices; Diagnostics and Detection; Dynamics and Control of Human-Robot Systems; Energy Optimization for Intelligent Vehicle Systems; Estimation and Identification; Manufacturing. American Society of Mechanical Engineers (ASME), v001t08a005. (ASME 2019 Dynamic Systems and Control Conference, DSCC 2019; vol. 1).

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

Regenerative braking
Speed control
Aging of materials
Model predictive control
Nonlinear programming
1 Citation (Scopus)

Optimal vehicle speed and gear position control for connected and autonomous vehicles

Shao, Y. & Sun, Z., Jul 1 2019, 2019 American Control Conference, ACC 2019. Institute of Electrical and Electronics Engineers Inc., p. 545-550 6 p. 8814652. (Proceedings of the American Control Conference; vol. 2019-July).

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

Position control
Gears
Powertrains
Model predictive control
Real time control

Oxygen-generating polycaprolactone/calcium peroxide microparticles to support cell survival in hypoxic environment

Zhang, M., Kiratiwongwan, T. & Shen, W., Jan 1 2019, Society for Biomaterials Annual Meeting and Exposition 2019: The Pinnacle of Biomaterials Innovation and Excellence - Transactions of the 42nd Annual Meeting. Society for Biomaterials, 1 p. (Transactions of the Annual Meeting of the Society for Biomaterials and the Annual International Biomaterials Symposium; vol. 40).

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

Polycaprolactone
Peroxides
Calcium
Cell Survival
Cells

P2Charging: Proactive partial charging for electric taxi systems

Yuan, Y., Zhang, D., Miao, F., Chen, J., He, T. & Lin, S., Jul 2019, Proceedings - 2019 39th IEEE International Conference on Distributed Computing Systems, ICDCS 2019. Institute of Electrical and Electronics Engineers Inc., p. 688-699 12 p. 8885097. (Proceedings - International Conference on Distributed Computing Systems; vol. 2019-July).

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

Internal combustion engines
Operating costs
Scheduling
Availability
1 Citation (Scopus)

Parent and educator perspectives on the benefits of an online space to promote offline program collaborative learning

Walker, S. K., Hei Cheng, C., Rattenni, A., Reynolds, C. & Lapham, S., Jan 1 2019, A Wide Lens: Combining Embodied, Enactive, Extended, and Embedded Learning in Collaborative Settings - 13th International Conference on Computer Supported Collaborative Learning, CSCL 2019 - Conference Proceedings. Lund, K., Niccolai, G. P., Lavoue, E., Hmelo-Silver, C., Gweon, G. & Baker, M. (eds.). International Society of the Learning Sciences (ISLS), p. 392-399 8 p. (Computer-Supported Collaborative Learning Conference, CSCL; vol. 1).

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

Teaching
parents
educator
learning
parent-teacher relationship

Personalized difusions for top-n recommendation

Nikolakopoulos, A. N., Berberidis, D., Karypis, G. & Giannakis, G. B., Sep 10 2019, RecSys 2019 - 13th ACM Conference on Recommender Systems. Association for Computing Machinery, Inc, p. 260-268 9 p. (RecSys 2019 - 13th ACM Conference on Recommender Systems).

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

Open Access
Scalability
Experiments
Deep neural networks

Perturbed Projected Gradient Descent Converges to Approximate Second-order Points for Bound Constrained Nonconvex Problems

Lu, S., Zhao, Z., Huang, K. & Hong, M., May 1 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5356-5360 5 p. 8683241. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

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

Learning systems
Concretes
3 Citations (Scopus)

Physics guided RNNs for modeling dynamical systems: A case study in simulating lake temperature profiles

Jia, X., Willard, J., Karpatne, A., Read, J., Zwart, J., Steinbach, M. S. & Kumar, V., Jan 1 2019, SIAM International Conference on Data Mining, SDM 2019. Society for Industrial and Applied Mathematics Publications, p. 558-566 9 p. (SIAM International Conference on Data Mining, SDM 2019).

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

Lakes
Dynamical systems
Physics
Recurrent neural networks
Temperature

Polynomial-time Capacity Calculation and Scheduling for Half-Duplex 1-2-1 Networks

Ezzeldin, Y. H., Cardone, M., Fragouli, C. & Caire, G., Jul 1 2019, 2019 IEEE International Symposium on Information Theory, ISIT 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 460-464 5 p. 8849671. (IEEE International Symposium on Information Theory - Proceedings; vol. 2019-July).

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

Polynomial time
Scheduling
Polynomials
Linear Program
Perfect Matching

Power-minimizing control of a variable-pitch propulsion system for versatile unmanned aerial vehicles

Henderson, T. & Papanikolopoulos, N. P., May 1 2019, 2019 International Conference on Robotics and Automation, ICRA 2019. Institute of Electrical and Electronics Engineers Inc., p. 4148-4153 6 p. 8794357. (Proceedings - IEEE International Conference on Robotics and Automation; vol. 2019-May).

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

Propellers
Unmanned aerial vehicles (UAV)
Power control
Propulsion
Ceilings
1 Citation (Scopus)

Power System State Forecasting via Deep Recurrent Neural Networks

Zhang, L., Wang, G. & Giannakis, G. B., May 1 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 8092-8096 5 p. 8683139. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

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

Recurrent neural networks
Electric power system measurement
Feedforward neural networks
Observability
Time series
1 Citation (Scopus)

POWERT channels: A novel class of covert communication exploiting power management vulnerabilities

Khatamifard, S. K., Wang, L., Das, A., Kose, S. & Karpuzcu, U. R., Mar 26 2019, Proceedings - 25th IEEE International Symposium on High Performance Computer Architecture, HPCA 2019. Institute of Electrical and Electronics Engineers Inc., p. 291-303 13 p. 8675190. (Proceedings - 25th IEEE International Symposium on High Performance Computer Architecture, HPCA 2019).

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

Channel capacity
Communication
Hardware
Power management
Experiments

Practical, non-invasive measurement of urinary catheter insertion forces and motions

Safdari, A., Ling, X., Tradewell, M. B., Kowalewski, T. M. & Sweet, R. M., Jan 1 2019, Frontiers in Biomedical Devices, BIOMED - 2019 Design of Medical Devices Conference, DMD 2019. American Society of Mechanical Engineers (ASME), (Frontiers in Biomedical Devices, BIOMED - 2019 Design of Medical Devices Conference, DMD 2019).

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

Open Access
Catheters
Simulators
Health care
Cameras

Preparation of SiC/SiNWs heterostructure on 4HSiC(0001)

Zang, Y., Chen, H., Li, L., Lei, Q. & Cho, J. H., Jun 2019, 2019 IEEE International Conference on Electron Devices and Solid-State Circuits, EDSSC 2019. Institute of Electrical and Electronics Engineers Inc., 8754462. (2019 IEEE International Conference on Electron Devices and Solid-State Circuits, EDSSC 2019).

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

Heterojunctions
preparation
Infrared absorption
optoelectronic devices
red shift

Principles underlying the design of a cognitive training game as a research framework

Schmuck, E., Flemming, R., Schrater, P. & Cardoso-Leite, P., Sep 2019, 2019 11th International Conference on Virtual Worlds and Games for Serious Applications, VS-Games 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1DUUMY 8864551. (2019 11th International Conference on Virtual Worlds and Games for Serious Applications, VS-Games 2019 - Proceedings).

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

Video Games
computer game
Game
Testing
Cognition

Proof of concept: Pressure sensor for tracking of infant-mother kangaroo care durations

Weber, M. & Clarke-Sather, A., Jan 1 2019, Frontiers in Biomedical Devices, BIOMED - 2019 Design of Medical Devices Conference, DMD 2019. American Society of Mechanical Engineers (ASME), (Frontiers in Biomedical Devices, BIOMED - 2019 Design of Medical Devices Conference, DMD 2019).

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

Open Access
Pressure sensors
Sensors
Skin
Carbon nanotubes
Health
3 Citations (Scopus)

Prototyping an Interactive Visualization of Dietary Supplement Knowledge Graph

He, X., Zhang, R., Rizvi, R., Vasilakes, J., Yang, X., Guo, Y., He, Z., Prosperi, M. & Bian, J., Jan 21 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1649-1652 4 p. 8621340. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

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

Dietary supplements
Dietary Supplements
Visualization
Knowledge Bases
Knowledge representation

Protro: A probabilistic counter based hardware trojan attack on FPGA based macsec enabled ethernet switch

Govindan, V., Koteshwara, S., Das, A., Parhi, K. K. & Chakraborty, R. S., Jan 1 2019, Security, Privacy, and Applied Cryptography Engineering - 9th International Conference, SPACE 2019, Proceedings. Bhasin, S., Mendelson, A. & Nandi, M. (eds.). Springer, p. 159-175 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11947 LNCS).

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

Ethernet
Field Programmable Gate Array
Field programmable gate arrays (FPGA)
Switch
Switches

Provably communication-efficient asynchronous distributed inference for convex and nonconvex problems

Ren, J. & Haupt, J. D., Feb 20 2019, 2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 638-642 5 p. 8646525. (2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings).

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

Communication
Learning systems
Signal processing
Experiments

Push

Spector, L. & McPhee, N., Jul 13 2019, GECCO 2019 Companion - Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion. Association for Computing Machinery, Inc, p. 1175-1196 22 p. (GECCO 2019 Companion - Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion).

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

Quality-aware strategies for optimizing ABR video streaming QoE and reducing data usage

Qin, Y., Hao, S., Pattipati, K. R., Qian, F., Sen, S., Wang, B. & Yue, C., Jun 18 2019, Proceedings of the 10th ACM Multimedia Systems Conference, MMSys 2019. Association for Computing Machinery, Inc, p. 189-200 12 p. (Proceedings of the 10th ACM Multimedia Systems Conference, MMSys 2019).

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

Open Access
Video streaming
Bandwidth

Rapid Determination of Starch Content of Potato and Sweet Potato by Using NIR Hyperspectral Imaging

Su, W-H., Bakalis, S. & Sun, D-W., Jul 22 2019, 2019 Annual Conference of the American Society for Horticultural Science (ASHS).

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

1 Citation (Scopus)

Realizing Information Erasure in Finite Time

Melbourne, J. C., Talukdar, S. & salapaka, M. V., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 4135-4140 6 p. 8619547. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

Heat losses
Dissipation
Heat
Wasserstein Distance
Langevin Dynamics

Real-time detection of food consumption activities using wearable wireless sensors

Johnson, G., Wang, Y. & Rajamani, R., Jul 1 2019, 2019 American Control Conference, ACC 2019. Institute of Electrical and Electronics Engineers Inc., p. 3450-3455 6 p. 8814983. (Proceedings of the American Control Conference; vol. 2019-July).

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

Sensors
Learning systems
Magnetic sensors
Kalman filters
Learning algorithms
3 Citations (Scopus)

Real-time power system state estimation via deep unrolled neural networks

Zhang, L., Wang, G. & Giannakis, G. B., Feb 20 2019, 2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 907-911 5 p. 8646629. (2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings).

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

State estimation
Smart power grids
Electric potential
Electric vehicles
Physics
1 Citation (Scopus)

Real-time shape estimation for a small flexible flying-wing aircraft

Kotikalpudi, A., Danowsky, B. P., Schmidt, D. K., Gupta, A. & Regan, C., Jan 1 2019, AIAA Scitech 2019 Forum. American Institute of Aeronautics and Astronautics Inc, AIAA, (AIAA Scitech 2019 Forum).

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

Flexible wings
Accelerometers
Aircraft
Cameras
Airframes
1 Citation (Scopus)

Reasoning about distributed knowledge of groups with infinitely many agents

Guzmán, M., Knight, S., Quintero, S., Ramírez, S., Rueda, C. & Valencia, F., Aug 2019, 30th International Conference on Concurrency Theory, CONCUR 2019. Fokkink, W. & van Glabbeek, R. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 29. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 140).

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

Semantics

Receptivity analysis of bolt to distributed surface roughness using input-output analysis

Cook, D. A., Thome, J. S., Nichols, J. W. & Candler, G. V., Jan 1 2019, AIAA Scitech 2019 Forum. American Institute of Aeronautics and Astronautics Inc, AIAA, (AIAA Scitech 2019 Forum).

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

Bolts
Surface roughness
Boundary layers
Direct numerical simulation
Flow fields

Recoding the Academic Librarian: Our Developing Role as Data Detectives

McBurney, J. & Kubas, A., 2019, Recasting the Narrative: The Proceedings of the ACRL 2019 Conference. Mueller, D. M. (ed.). Association of College and Research Libraries, p. 493-506

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

Open Access
librarian

Recovering robustness in model-free reinforcement learning

Venkataraman, H. K. & Seiler, P. J., Jul 2019, 2019 American Control Conference, ACC 2019. Institute of Electrical and Electronics Engineers Inc., p. 4210-4216 7 p. 8815368. (Proceedings of the American Control Conference; vol. 2019-July).

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

Reinforcement learning
Robustness (control systems)
Controllers

Recurrent deep network models for clinical NLP tasks: Use case with sentence boundary disambiguation

Knoll, B. C., Lindemann, E. A., Albert, A. L., Melton, G. B. & Pakhomov, S. V. S., Aug 21 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics. Seroussi, B., Ohno-Machado, L., Ohno-Machado, L. & Seroussi, B. (eds.). IOS Press, p. 198-202 5 p. (Studies in Health Technology and Informatics; vol. 264).

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

Natural Language Processing
Long-Term Memory
Short-Term Memory
Documentation
Neural networks
1 Citation (Scopus)

Recurrent generative networks for multi-resolution satellite data: An application in cropland monitoring

Jia, X., Wang, M., Khandelwal, A., Karpatne, A. & Kumar, V., Jan 1 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, p. 2628-2634 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

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

Remote sensing
Satellites
Monitoring
Food supply
Crops
3 Citations (Scopus)

Recwalk: Nearly uncoupled random walks for top-n recommendation

Nikolakopoulos, A. & Karypis, G., Jan 30 2019, WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 150-158 9 p. (WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining).

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

Markov processes
Experiments
Deep neural networks

Reduced-order aggregate dynamical model for wind farms

Vijayshankar, S., Purba, V., Seiler Jr, P. J. & Dhople, S., Jul 1 2019, 2019 American Control Conference, ACC 2019. Institute of Electrical and Electronics Engineers Inc., p. 5464-5471 8 p. 8814800. (Proceedings of the American Control Conference; vol. 2019-July).

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

Farms
Wind turbines
Turbines
Asynchronous generators
Model structures
1 Citation (Scopus)

Reducing flow completion time with replaceable redundant packets in data center networks

Liu, S., Huang, J., Jiang, W., Wang, J. & He, T., Jul 2019, Proceedings - 2019 39th IEEE International Conference on Distributed Computing Systems, ICDCS 2019. Institute of Electrical and Electronics Engineers Inc., p. 46-56 11 p. 8884846. (Proceedings - International Conference on Distributed Computing Systems; vol. 2019-July).

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

Network coding
Spraying
Switches
Shims
Testbeds
1 Citation (Scopus)

Regular Sampling of Tensor Signals: Theory and Application to FMRI

Kanatsoulis, C. I., Sidiropoulos, N. D., Akcakaya, M. & Fu, A. X., May 1 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2932-2936 5 p. 8682230. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

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

Signal theory
Tensors
Sampling
Hinges
Signal processing