Health Solutions, College of (CHS)

Research Output 1976 2019

Filter
Conference contribution
2019

Online Machine Learning Experiments in HTML5

Dixit, A., Shanthamallu, U. S., Spanias, A., Berisha, V. & Banavar, M., Mar 4 2019, Frontiers in Education: Fostering Innovation Through Diversity, FIE 2018 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8659113. (Proceedings - Frontiers in Education Conference, FIE; vol. 2018-October).

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

Learning systems
experiment
Speech processing
learning
Experiments
2018
1 Citation (Scopus)

A Lattice-Matched GaNP/Si Three-Terminal Tandem Solar Cell

Zou, Y., Zhang, C., Honsberg, C., Vasileska, D., King, R. & Goodnick, S., Nov 26 2018, 2018 IEEE 7th World Conference on Photovoltaic Energy Conversion, WCPEC 2018 - A Joint Conference of 45th IEEE PVSC, 28th PVSEC and 34th EU PVSEC. Institute of Electrical and Electronics Engineers Inc., p. 279-282 4 p. 8548033

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

Solar cells
Sun
Absorption spectra
Lighting
Simulators

A Multiscale Model to Study Transport in Silicon Heterojunction Solar Cells

Muralidharan, P., Bowden, S., Goodnick, S. & Vasileska, D., Nov 26 2018, 2018 IEEE 7th World Conference on Photovoltaic Energy Conversion, WCPEC 2018 - A Joint Conference of 45th IEEE PVSC, 28th PVSEC and 34th EU PVSEC. Institute of Electrical and Electronics Engineers Inc., p. 3200-3203 4 p. 8547337

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

Silicon
Heterojunctions
Solar cells
Physics
Hot carriers

Data work in healthcare: Challenges for patients, clinicians and administrators

Pine, K., Chen, Y., Grisot, M., Møller, N. H., Bossen, C., Ellingsen, G. & Mazmanian, M., Oct 30 2018, CSCW 2018 Companion - Companion of the 2018 ACM Conference on Computer Supported Cooperative Work and Social Computing. Association for Computing Machinery, p. 433-439 7 p.

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

Health
Application programs
Ecosystems
Communication

DC and Small Signal AC Performance Analysis of InGaN/GaN Multi-Quantum-Well Solar Cells Operated at Elevated Temperatures

Vadiee, E., Clinton, E. A., Fischer, A. M., McFavilen, H., Arena, C., Honsberg, C., Goodnick, S. & Doolittle, W. A., Nov 26 2018, 2018 IEEE 7th World Conference on Photovoltaic Energy Conversion, WCPEC 2018 - A Joint Conference of 45th IEEE PVSC, 28th PVSEC and 34th EU PVSEC. Institute of Electrical and Electronics Engineers Inc., p. 3861-3864 4 p. 8548253

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

Semiconductor quantum wells
Solar cells
Temperature
Open circuit voltage
Leakage currents

Development of a high-band gap high temperature III-nitride solar cell for integration with concentrated solar power technology

Williams, J. J., McFavilen, H., Fischer, A. M., Ding, D., Young, S. R., Vadiee, E., Ponce, F., Arena, C., Honsberg, C. & Goodnick, S., May 25 2018, 2017 IEEE 44th Photovoltaic Specialist Conference, PVSC 2017. Institute of Electrical and Electronics Engineers Inc., p. 1-3 3 p.

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

Nitrides
Solar energy
Solar cells
Energy gap
Volatile organic compounds
1 Citation (Scopus)

Direct Ensemble Estimation of Density Functionals

Wisler, A., Moon, K. & Berisha, V., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 2866-2870 5 p. 8462308

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

Information theory
Signal processing
Classifiers

Improved finite-sample estimate of a nonparametric f-divergence

Kadambi, P., Wisler, A. & Berisha, V., Apr 10 2018, Conference Record of 51st Asilomar Conference on Signals, Systems and Computers, ACSSC 2017. Matthews, M. B. (ed.). Institute of Electrical and Electronics Engineers Inc., Vol. 2017-October. p. 875-879 5 p.

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

F-divergence
estimators
divergence
Estimator
Divergence

InGaN based solar cells with GaN tunnel junction contacts

Vadiee, E., Clinton, E. A., McFavilen, H., Engel, Z., Matthews, C., Arena, C., Honsberg, C., Goodnick, S. & Doolittle, W. A., Nov 26 2018, 2018 IEEE 7th World Conference on Photovoltaic Energy Conversion, WCPEC 2018 - A Joint Conference of 45th IEEE PVSC, 28th PVSEC and 34th EU PVSEC. Institute of Electrical and Electronics Engineers Inc., p. 965-968 4 p. 8547327

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

Tunnel junctions
Solar cells
Current density
Organic Chemicals
Organic chemicals

Know-GRRF: Domain-Knowledge Informed Biomarker Discovery with Random Forests

Guan, X. & Liu, L., Jan 1 2018, Bioinformatics and Biomedical Engineering - 6th International Work-Conference, IWBBIO 2018, Proceedings. Springer Verlag, p. 3-14 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10814 LNBI).

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

Random Forest
Biomarkers
Domain Knowledge
Feature extraction
Tuning

Minimizing area and energy of deep learning hardware design using collective low precision and structured compression

Yin, S., Srivastava, G., Venkataramanaiah, S. K., Chakrabarti, C., Berisha, V. & Seo, J., Apr 10 2018, Conference Record of 51st Asilomar Conference on Signals, Systems and Computers, ACSSC 2017. Matthews, M. B. (ed.). Institute of Electrical and Electronics Engineers Inc., Vol. 2017-October. p. 1907-1911 5 p.

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

Hardware Design
learning
hardware
Compression
Neural Networks

Modeling of a gallium phosphide/silicon heterojunction solar cells

Luppina, P., Bowden, S., Lugli, P. & Goodnick, S., May 25 2018, 2017 IEEE 44th Photovoltaic Specialist Conference, PVSC 2017. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p.

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

Gallium phosphide
Silicon
Heterojunctions
Solar cells
Open circuit voltage

Multidimensional risk communication: Public discourse on risks during an emerging epidemic

Gui, X., Kou, Y., Pine, K., Ladaw, E., Kim, H., Suzuki-Gill, E. & Chen, Y., Apr 20 2018, CHI 2018 - Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems: Engage with CHI. Association for Computing Machinery, Vol. 2018-April.

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

Risk perception
Communication
Risk management
Epidemiology
Public health

Multiscale modeling of silicon heterojunction solar cells

Muralidharan, P., Bowden, S., Goodnick, S. & Vasileska, D., May 25 2018, 2017 IEEE 44th Photovoltaic Specialist Conference, PVSC 2017. Institute of Electrical and Electronics Engineers Inc., p. 1-5 5 p.

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

Silicon
Amorphous silicon
Heterojunctions
Solar cells
Defects

Quasi 1D multi-physics modeling of silicon heterojunction solar cells

Muralidharan, P., Goodnick, S. & Vasileska, D., Nov 28 2018, SISPAD 2018 - 2018 International Conference on Simulation of Semiconductor Processes and Devices, Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-September. p. 14-17 4 p. 8551745

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

Heterojunction
Multiphysics
Solar Cells
Heterojunctions
Solar cells

Reducing the cost of the linear growth effect using adaptive rules with unlinking and lazy rule evaluation

Proctor, M., Fusco, M., Sottara, D. & Zimányi, T., Jan 1 2018, On the Move to Meaningful Internet Systems. OTM 2018 Conferences - Confederated International Conferences: CoopIS, C and TC, and ODBASE 2018, Proceedings. Roman, D., Ardagna, C. A., Meersman, R., Panetto, H., Debruyne, C. & Proper, H. A. (eds.). Springer Verlag, p. 592-601 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11230 LNCS).

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

Evaluation
Costs
Vertex of a graph
Engines
Data storage equipment

Simulating Dysarthric Speech for Training Data Augmentation in Clinical Speech Applications

Jiao, Y., Tu, M., Berisha, V. & Liss, J., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 6009-6013 5 p. 8462290

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

Learning algorithms
Learning systems
Experiments

Simulation of the high temperature performance of InGaN multiple quantum well solar cells

Fang, Y., McFavilen, H., Ding, D., Vasileska, D. & Goodnick, S., May 25 2018, 2017 IEEE 44th Photovoltaic Specialist Conference, PVSC 2017. Institute of Electrical and Electronics Engineers Inc., p. 1-4 4 p.

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

Semiconductor quantum wells
Solar cells
Polarization
Quantum efficiency
Nitrides

Temporal alignment improves feature quality: An experiment on activity recognition with accelerometer data

Choi, H., Wang, Q., Toledo, M., Turaga, P., Buman, M. & Srivastava, A., Dec 13 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2018. IEEE Computer Society, Vol. 2018-June. p. 462-470 9 p. 8575537

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

Accelerometers
Pipelines
Functional analysis
Human computer interaction
Learning systems

Towards a Wearable Cough Detector Based on Neural Networks

Kadambi, P., Mohanty, A., Ren, H., Smith, J., McGuinnes, K., Holt, K., Furtwaengler, A., Slepetys, R., Yang, Z., Seo, J., Chae, J., Cao, Y. & Berisha, V., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 2161-2165 5 p. 8461394

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

Microphones
Audio recordings
Detectors
Neural networks
Pulmonary diseases

Understanding Transport in Heterojunction Contact Stacks by Simulating Silicon Heterojunction TLM Structures

Muralidharan, P., Leilaeioun, A. M., Weigand, W., Holman, Z., Goodnick, S. & Vasileska, D., Nov 26 2018, 2018 IEEE 7th World Conference on Photovoltaic Energy Conversion, WCPEC 2018 - A Joint Conference of 45th IEEE PVSC, 28th PVSEC and 34th EU PVSEC. Institute of Electrical and Electronics Engineers Inc., p. 2166-2169 4 p. 8548166

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

Silicon
Heterojunctions
Solar cells
Amorphous silicon
Electric lines
1 Citation (Scopus)

Unet++: A nested u-net architecture for medical image segmentation

Zhou, Z., Rahman Siddiquee, M. M., Tajbakhsh, N. & Liang, J., Jan 1 2018, Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support - 4th International Workshop, DLMIA 2018 and 8th International Workshop, ML-CDS 2018 Held in Conjunction with MICCAI 2018. Maier-Hein, L., Syeda-Mahmood, T., Taylor, Z., Lu, Z., Stoyanov, D., Madabhushi, A., Tavares, J. M. R. S., Nascimento, J. C., Moradi, M., Martel, A., Papa, J. P., Conjeti, S., Belagiannis, V., Greenspan, H., Carneiro, G. & Bradley, A. (eds.). Springer Verlag, p. 3-11 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11045 LNCS).

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

Computerized tomography
Medical Image
Encoder
Image segmentation
Image Segmentation
2017

50th anniversary international medical informatics association (IMIA) history working group and its projects

Kulikowski, C. A., Mihalas, G., Greenes, R., Yacubsohn, V. & Park, H. A., Jan 1 2017, MEDINFO 2017: Precision Healthcare through Informatics - Proceedings of the 16th World Congress on Medical and Health Informatics. IOS Press, p. 758-762 5 p. (Studies in Health Technology and Informatics; vol. 245).

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

Medical Informatics
Anniversaries and Special Events
History
Health
Informatics
2 Citations (Scopus)

A hierarchical meta-classifier for human activity recognition

Niazi, A. H., Yazdansepas, D., Gay, J. L., Maier, F. W., Ramaswamy, L., Rasheed, K. & Buman, M., Jan 31 2017, Proceedings - 2016 15th IEEE International Conference on Machine Learning and Applications, ICMLA 2016. Institute of Electrical and Electronics Engineers Inc., p. 81-86 6 p. 7838126

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

Classifiers
Accelerometers
2 Citations (Scopus)

Automatic polyp detection in colonoscopy videos

Yuan, Z., Izadyyazdanabadi, M., Mokkapati, D., Panvalkar, R., Shin, J. Y., Tajbakhsh, N., Gurudu, S. & Liang, J., 2017, Medical Imaging 2017: Image Processing. SPIE, Vol. 10133. 101332K

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

Colonoscopy
Polyps
cancer
Neural networks
Edge detection
1 Citation (Scopus)

Comparing Gaussian mixture model and hidden Markov model to classify unique physical activities from accelerometer sensor data

Dutta, A., Ma, O., Toledo, M., Buman, M. & Bliss, D., Jan 31 2017, Proceedings - 2016 15th IEEE International Conference on Machine Learning and Applications, ICMLA 2016. Institute of Electrical and Electronics Engineers Inc., p. 339-344 6 p. 7838166

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

Hidden Markov models
Accelerometers
Classifiers
Sensors
Physical therapy
1 Citation (Scopus)

EMBRACE: Applying cognitive tutor principles to reading comprehension

Walker, E., Wong, A., Fialko, S., Restrepo, M. & Glenberg, A., 2017, Artificial Intelligence in Education - 18th International Conference, AIED 2017, Proceedings. Springer Verlag, Vol. 10331 LNAI. p. 578-581 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10331 LNAI).

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

Intelligent Tutoring Systems
Intelligent systems
Embodied Cognition
Simulation
Language
40 Citations (Scopus)

Fine-tuning convolutional neural networks for biomedical image analysis: Actively and incrementally

Zhou, Z., Shin, J., Zhang, L., Gurudu, S., Gotway, M. & Liang, J., Nov 6 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 4761-4772 12 p.

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

Image analysis
Tuning
Neural networks
Imaging techniques
Costs
1 Citation (Scopus)

Interpretable phonological features for clinical applications

Jiao, Y., Berisha, V. & Liss, J., Jun 16 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5045-5049 5 p. 7953117

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

Recurrent neural networks
Statistics

Lessons learned in development of a behavior modeling tool for health intervention design: BehaviorSim

Murray, T., Hekler, E., Metz, D. S., Rivera, D. & Raij, A., 2017, Advances in Applied Digital Human Modeling and Simulation - Proceedings of the AHFE International Conference on Digital Human Modeling and Simulation, 2016. Springer Verlag, Vol. 481. p. 279-290 12 p. (Advances in Intelligent Systems and Computing; vol. 481).

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

Health
Drawing (graphics)
Facings
Dynamical systems
Visualization
3 Citations (Scopus)

Managing uncertainty: Using social media for risk assessment during a public health crisis

Gui, X., Kou, Y., Pine, K. & Chen, Y., May 2 2017, CHI 2017 - Proceedings of the 2017 ACM SIGCHI Conference on Human Factors in Computing Systems: Explore, Innovate, Inspire. Association for Computing Machinery, Vol. 2017-May. p. 4520-4533 14 p.

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

Public health
Viruses
Risk assessment
Information systems
Decision making
3 Citations (Scopus)

Models for objective evaluation of dysarthric speech from data annotated by multiple listeners

Tu, M., Jiao, Y., Berisha, V. & Liss, J., Mar 1 2017, Conference Record of the 50th Asilomar Conference on Signals, Systems and Computers, ACSSC 2016. IEEE Computer Society, p. 827-830 4 p. 7869163

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

Learning systems
Signal processing
Experiments

Nonlinear relationship between health factors and health outcomes

Gonnering, R. S., Hadzikadic, M., Riley, W., Love, K. & Whitmeyer, J., Oct 19 2017, Proceedings of the 2017 International Conference of the Computational Social Science Society of the Americas, CSS 2017. Association for Computing Machinery, Vol. Part F137133. a2

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

Health
5 Citations (Scopus)

Objective assessment of pathological speech using distribution regression

Tu, M., Berisha, V. & Liss, J., Jun 16 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5050-5054 5 p. 7953118

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

Probability distributions
13 Citations (Scopus)

Self-experimentation for behavior change: Design and formative evaluation of two approaches

Lee, J., Walker, E., Burleson, W., Kay, M., Buman, M. & Hekler, E. B., May 2 2017, CHI 2017 - Proceedings of the 2017 ACM SIGCHI Conference on Human Factors in Computing Systems: Explore, Innovate, Inspire. Association for Computing Machinery, Vol. 2017-May. p. 6837-6849 13 p.

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

Human computer interaction
Education
Health
Sleep
3 Citations (Scopus)

Statistical analysis of window sizes and sampling rates in human activity recognition

Niazi, A. H., Yazdansepas, D., Gay, J. L., Maier, F. W., Ramaswamy, L., Rasheed, K. & Buman, M., Jan 1 2017, HEALTHINF 2017 - 10th International Conference on Health Informatics, Proceedings; Part of 10th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2017. Gamboa, H., Fred, A., van den Broek, E. L. & Vaz, M. (eds.). SciTePress, Vol. 5. p. 319-325 7 p.

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

Human Activities
Linear Models
Statistical methods
Actigraphy
Sampling
4 Citations (Scopus)

System identification of Just Walk: A behavioral mHealth intervention for promoting physical activity

Freigoun, M. T., Martin, C. A., Magann, A. B., Rivera, D., Phatak, S. S., Korinek, E. V. & Hekler, E. B., Jun 29 2017, 2017 American Control Conference, ACC 2017. Institute of Electrical and Electronics Engineers Inc., p. 116-121 6 p. 7962940

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

Identification (control systems)
mHealth

Use Contexts and Usage Patterns of Interactive Case Simulation Tools by HIV Healthcare Providers in a Statewide Online Clinical Education Program

Wang, D., Jan 1 2017, MEDINFO 2017: Precision Healthcare through Informatics - Proceedings of the 16th World Congress on Medical and Health Informatics. IOS Press, 1 p. (Studies in Health Technology and Informatics; vol. 245).

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

Health Personnel
Education
HIV
Smartphone
2016

A control engineering approach for optimizing physical activity behavioral interventions

Martin, C. A., Rivera, D. & Hekler, E. B., Nov 21 2016, 2016 IEEE Ecuador Technical Chapters Meeting, ETCM 2016. Institute of Electrical and Electronics Engineers Inc., 7750851

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

Model predictive control
engineering
cognitive theory
Health
predictive model
8 Citations (Scopus)

A decision framework for an adaptive behavioral intervention for physical activity using hybrid model predictive control

Martin, C. A., Rivera, D. & Hekler, E. B., Jul 28 2016, 2016 American Control Conference, ACC 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-July. p. 3576-3581 6 p. 7525468

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

Model predictive control
Controllers
Health
8 Citations (Scopus)

A Multi-featured Approach for Wearable Sensor-Based Human Activity Recognition

Yazdansepas, D., Niazi, A. H., Gay, J. L., Maier, F. W., Ramaswamy, L., Rasheed, K. & Buman, M., Dec 6 2016, Proceedings - 2016 IEEE International Conference on Healthcare Informatics, ICHI 2016. Institute of Electrical and Electronics Engineers Inc., p. 423-431 9 p. 7776399

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

Human Activities
Accelerometers
Learning systems
Feature extraction
Reading
1 Citation (Scopus)

A multiscale modeling approach to study transport in silicon heterojunction solar cells

Muralidharan, P., Bowden, S., Goodnick, S. & Vasileska, D., 2016, IMAPS 12th International Conference and Exhibition on Device Packaging. IMAPS-International Microelectronics and Packaging Society

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

Silicon
Amorphous silicon
Heterojunctions
Solar cells
Defects
2 Citations (Scopus)

An enhanced identification test monitoring procedure for MIMO systems relying on uncertainty estimates

Martín, C. A., Rivera, D. & Hekler, E. B., Dec 27 2016, 2016 IEEE 55th Conference on Decision and Control, CDC 2016. Institute of Electrical and Electronics Engineers Inc., p. 2091-2096 6 p. 7798572

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

MIMO Systems
Parameter Design
MIMO systems
Monitoring
Uncertainty
5 Citations (Scopus)

An identification test monitoring procedure for MIMO systems based on statistical uncertainty estimation

Martin, C. A., Rivera, D. & Hekler, E. B., Feb 8 2016, 2015 54th IEEE Conference on Decision and Control, CDC 2015. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-February. p. 2719-2724 6 p. 7402627

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

Uncertainty Estimation
Statistical Estimation
MIMO Systems
MIMO systems
Monitoring
3 Citations (Scopus)

A statistical estimation framework for energy expenditure of physical activities from a wrist-worn accelerometer

Wang, Q., Lohit, S., Toledo, M. J., Buman, M. & Turaga, P., Oct 13 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-October. p. 2631-2635 5 p. 7591270

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

Wrist
Accelerometers
Energy Metabolism
Probability distributions
Classifiers
1 Citation (Scopus)

A ubiquitous situation-aware data visualization dashboard to reduce ICU clinician cognitive load

Faiola, A. J., Srinivas, P. & Doebbeling, B., Apr 15 2016, 2015 17th International Conference on E-Health Networking, Application and Services, HealthCom 2015. Institute of Electrical and Electronics Engineers Inc., p. 439-442 4 p. 7454540

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

Intensive care units
Data visualization
visualization
Intensive Care Units
Loads (forces)
3 Citations (Scopus)

Automated data mining methods for identifying energy efficiency opportunities using whole-building electricity data

Howard, P., Runger, G., Reddy, T. A. & Katipamula, S., 2016, ASHRAE Transactions - ASHRAE Winter Conference. Amer. Soc. Heating, Ref. Air-Conditoning Eng. Inc., Vol. 122. p. 422-433 12 p.

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

Data mining
Energy efficiency
Electricity
Office buildings
Gas emissions
8 Citations (Scopus)

Automating carotid intima-media thickness video interpretation with convolutional neural networks

Shin, J. Y., Tajbakhsh, N., Todd Hurst, R., Kendall, C. B. & Liang, J., 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016. IEEE Computer Society, Vol. 2016-January. p. 2526-2535 10 p.

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

Ultrasonics
Neural networks
Calcium
Processing
Experiments

Carrier relaxation and impact ionization in core-shell III-V nanowires

Hathwar, R., Saraniti, M. & Goodnick, S., Nov 21 2016, 16th International Conference on Nanotechnology - IEEE NANO 2016. Institute of Electrical and Electronics Engineers Inc., p. 832-835 4 p. 7751540

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

Impact ionization
Nanowires
nanowires
ionization
Energy gap
9 Citations (Scopus)

Developing and validating the user burden scale: A tool for assessing user burden in computing systems

Suh, H., Shahriaree, N., Hekler, E. B. & Kientz, J. A., May 7 2016, CHI 2016 - Proceedings, 34th Annual CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, p. 3988-3999 12 p.

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