Jeffrey Kaye

Professor

  • 31638 Citations
  • 91 h-Index
1976 …2020

Research output per year

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Research Output

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Conference contribution
2019

Categorizing Sleep in Older Adults with Wireless Activity Monitors Using LSTM Neural Networks

Yildiz, S., Opel, R. A., Elliott, J. E., Kaye, J., Cao, H. & Lim, M. M., Jul 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. Institute of Electrical and Electronics Engineers Inc., p. 3368-3372 5 p. 8857453. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

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

2014

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. (2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014).

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

5 Scopus citations

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

Jacobs, P. G., 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. (2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014).

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

7 Scopus citations

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. G., 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. (UbiComp 2014 - Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing).

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

18 Scopus citations
2012

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

Stark, A., Shafran, I. & Kaye, J., Jan 1 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. (NAACL HLT 2012 - 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference).

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

6 Scopus citations

SVM to detect the presence of visitors in a smart home environment

Petersen, J., Larimer, N., Kaye, J. A., Pavel, M. & Hayes, T. L., 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2012. p. 5850-5853 4 p. 6347324. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

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

16 Scopus citations
2011

Measuring changes in activity patterns during a norovirus epidemic at a retirement community

Campbell, I. H., Austin, D., Hayes, T. L., Pavel, M. M., Riley, T., Mattek, N. & Kaye, J., 2011, 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011. p. 6793-6796 4 p. 6091675. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

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

9 Scopus citations

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

Stark, A., Shafran, I. & Kaye, J., Dec 1 2011, 2011 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2011, Proceedings. p. 449-454 6 p. 6163973. (2011 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2011, Proceedings).

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

1 Scopus citations

Unobtrusive monitoring of the longitudinal evolution of in-home gait velocity data with applications to elder care

Austin, D., Hayes, T. L., Kaye, J., Mattek, N. & Pavel, M. M., 2011, 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011. p. 6495-6498 4 p. 6091603. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

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

11 Scopus citations
2010

Estimation of rest-activity patterns using motion sensors

Hayes, T. L., Riley, T., Pavel, M. & Kaye, J. A., Dec 1 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10. p. 2147-2150 4 p. 5628022. (2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10).

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

16 Scopus citations

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. M., 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10. p. 5230-5233 4 p. 5626276. (2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10).

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

4 Scopus citations
2009

Hierarchical Fisher kernels for longitudinal data

Lu, Z., Leen, T. K. & Kaye, J., Dec 1 2009, Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference. p. 1961-1968 8 p. (Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference).

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

1 Scopus citations

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. IEEE Computer Society, p. 1216-1219 4 p. 5333084. (Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009).

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

2 Scopus citations

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

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

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

33 Scopus citations
2008

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

Hayes, T., Pavel, M. & Kaye, J., Dec 1 2008, Technology and Aging. Selected Papers from the 2007 International Conference on Technology and Aging. Mihailidis, A., Boger, J., Kautz, H. & Normie, L. (eds.). p. 130-137 8 p. (Assistive Technology Research Series; vol. 21).

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

12 Scopus citations

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., Dec 1 2008, Technology and Aging. Selected Papers from the 2007 International Conference on Technology and Aging. p. 19-26 8 p. (Assistive Technology Research Series; vol. 21).

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

12 Scopus citations
2007

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., Dec 1 2007, 29th Annual International Conference of IEEE-EMBS, Engineering in Medicine and Biology Society, EMBC'07. p. 6286-6289 4 p. 4353792. (Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings).

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

23 Scopus citations
2006

An electronic pillbox for continuous monitoring of medication adherence

Hayes, T. L., Hunt, J. M., Adami, A. & Kaye, J. A., Dec 1 2006, 28th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'06. p. 6400-6403 4 p. 4029611. (Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings).

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

82 Scopus citations

Mobility assessment using event-related responses

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

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

12 Scopus citations

Monitoring computer interactions to detect early cognitive impairment in elders

Jimison, H., Jessey, N., McKanna, J., Zitzelberger, T. & Kaye, J., Nov 14 2006, Conference Proceedings - 1st Transdisciplinary Conference on Distributed Diagnosis and Home Healthcare, D2H2 2006. p. 75-78 4 p. 1624801. (Conference Proceedings - 1st Transdisciplinary Conference on Distributed Diagnosis and Home Healthcare, D2H2 2006; vol. 2006).

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

8 Scopus citations

Unobtrusive assessment of mobility

Pavel, M., Hayes, T. L., Adami, A., Jimison, H. & Kaye, J., Dec 1 2006, 28th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'06. p. 6277-6280 4 p. 4030360. (Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings).

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

21 Scopus citations