Jeffrey Kaye

Professor

  • 27620 Citations
  • 87 h-Index
1976 …2020
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Research Output 1986 2019

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Conference contribution
2014
3 Citations (Scopus)

A framework for harmonizing sensor data to support embedded health assessment

Skubic, M., Jimison, H., Keller, J., Popescu, M., Rantz, M., Kaye, J. & Pavel, M., Nov 2 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014. Institute of Electrical and Electronics Engineers Inc., p. 1747-1751 5 p. 6943946

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

Health
Information Dissemination
Sensors
Research
Sleep
6 Citations (Scopus)

Measuring in-home walking speed using wall-mounted RF transceiver arrays

Jacobs, P., Wan, E. A., Schafermeyer, E., Adenwala, F., Paul, A. S., Preiser, N. & Kaye, J., Nov 2 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014. Institute of Electrical and Electronics Engineers Inc., p. 914-917 4 p. 6943740

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

Transceivers
Radio
Radio transmitters
Gait
Walking
16 Citations (Scopus)

MobileRF: A robust device-free tracking system based on ahybrid neural network HMM classifier

Paul, A. S., Wan, E. A., Adenwala, F., Schafermeyer, E., Preiser, N., Kaye, J. & Jacobs, P., 2014, UbiComp 2014 - Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing. Association for Computing Machinery, Inc, p. 159-170 12 p.

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

Transceivers
Classifiers
Neural networks
Hidden Markov models
Monitoring
2012
6 Citations (Scopus)

Hello, who is calling? Canwords reveal the social nature of conversations?

Stark, A., Shafran, I. & Kaye, J., 2012, NAACL HLT 2012 - 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 112-119 8 p.

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

Telephone
conversation
Glossaries
Classifiers
Entropy
2011
1 Citation (Scopus)

Supervised and unsupervised feature selection for inferring social nature of telephone conversations from their content

Stark, A., Shafran, I. & Kaye, J., 2011, 2011 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2011, Proceedings. p. 449-454 6 p. 6163973

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

Telephone
Feature extraction
Smartphones
User interfaces
Industry
2010
14 Citations (Scopus)

Estimation of rest-activity patterns using motion sensors

Hayes, T. L., Riley, T., Pavel, M. & Kaye, J., 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10. p. 2147-2150 4 p. 5628022

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

Sensors
Nursing
Medical problems
Sleep
Infrared radiation
4 Citations (Scopus)

Model-based inference of cognitive processes from unobtrusive gait velocity measurements

Austin, D., Leen, T., Hayes, T. L., Kaye, J., Jimison, H., Mattek, N. & Pavel, M., 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10. p. 5230-5233 4 p. 5626276

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

Velocity measurement
2009
1 Citation (Scopus)

Hierarchical Fisher kernels for longitudinal data

Lu, Z., Leen, T. K. & Kaye, J., 2009, Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference. p. 1961-1968 8 p.

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

Fisher information matrix
Invariance
Feature extraction
Time series
Classifiers
2 Citations (Scopus)

The exploration & forensic analysis of computer usage data in the elderly

Hatt, W. J., Vanbaak, E. A., Jimison, H. B., Hagler, S., Hayes, T. L., Pavel, M. & Kaye, J., 2009, Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009. p. 1216-1219 4 p. 5333084

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

Costs and Cost Analysis
Aptitude
Monitoring
Software
Costs
28 Citations (Scopus)

Unobtrusive assessment of walking speed in the home using inexpensive PIR sensors

Hayes, T. L., Hagler, S., Austin, D., Kaye, J. & Pavel, M., 2009, Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009. p. 7248-7251 4 p. 5334746

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

Infrared radiation
Sensors
Walking Speed
Gait
Walking
2008
11 Citations (Scopus)

An approach for deriving continuous health assessment indicators from in-home sensor data

Hayes, T., Pavel, M. & Kaye, J., 2008, Assistive Technology Research Series. Vol. 21. p. 130-137 8 p. (Assistive Technology Research Series; vol. 21).

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

Health
Independent Living
Statistical process control
Process Assessment (Health Care)
Sensors
12 Citations (Scopus)

Deploying wide-scale in-home assessment technology

Kaye, J., Hayes, T., Zitzelberger, T., Yeargers, J., Pavel, M., Jimison, H., Larimer, N., Payne-Murphy, J., Earl, E., Wild, K., Boise, L., Williams, D., Lundell, J. & Dishman, E., 2008, Assistive Technology Research Series. Vol. 21. p. 19-26 8 p. (Assistive Technology Research Series; vol. 21).

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

Biomedical Technology Assessment
Contact sensors
Independent Living
Sensors
Microcomputers
2007
21 Citations (Scopus)

Continuous activity monitoring and intelligent contextual prompting to improve medication adherence

Lundell, J., Hayes, T. L., Vurgun, S., Ozertem, U., Kimel, J., Kaye, J., Guilak, F. & Pavel, M., 2007, Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. p. 6286-6289 4 p. 4353792

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

Alarm systems
Medical problems
Monitoring
2006
65 Citations (Scopus)

An electronic pillbox for continuous monitoring of medication adherence

Hayes, T. L., Hunt, J. M., Adami, A. & Kaye, J., 2006, Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. p. 6400-6403 4 p. 4029611

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

Monitoring
Pharmaceutical Preparations
12 Citations (Scopus)

Mobility assessment using event-related responses

Pavel, M., Adami, A., Morris, M., Lundell, J., Hayes, T. L., Jimison, H. & Kaye, J., 2006, Conference Proceedings - 1st Transdisciplinary Conference on Distributed Diagnosis and Home Healthcare, D2H2 2006. Vol. 2006. p. 71-74 4 p. 1624800

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

Processing
Telephone
Monitoring
8 Citations (Scopus)

Monitoring computer interactions to detect early cognitive impairment in elders

Jimison, H., Jessey, N., McKanna, J., Zitzelberger, T. & Kaye, J., 2006, Conference Proceedings - 1st Transdisciplinary Conference on Distributed Diagnosis and Home Healthcare, D2H2 2006. Vol. 2006. p. 75-78 4 p. 1624801

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

Monitoring
20 Citations (Scopus)

Unobtrusive assessment of mobility

Pavel, M., Hayes, T. L., Adami, A., Jimison, H. & Kaye, J., 2006, Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. p. 6277-6280 4 p. 4030360

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

Health
Monitoring
2004
42 Citations (Scopus)

An unobtrusive in-home monitoring system for detection of key motor changes preceding cognitive decline

Hayes, T. L., Pavel, M. & Kaye, J., 2004, Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. Vol. 26 IV. p. 2480-2483 4 p.

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

Monitoring
Costs
Wireless sensor networks
Sensors