Kat Ellis
Title
Cited by
Cited by
Year
A random forest classifier for the prediction of energy expenditure and type of physical activity from wrist and hip accelerometers
K Ellis, J Kerr, S Godbole, G Lanckriet, D Wing, S Marshall
Physiological measurement 35 (11), 2191, 2014
1962014
Identifying active travel behaviors in challenging environments using GPS, accelerometers, and machine learning algorithms
K Ellis, S Godbole, S Marshall, G Lanckriet, J Staudenmayer, J Kerr
Frontiers in public health 2, 36, 2014
1112014
Hip and wrist accelerometer algorithms for free-living behavior classification
K Ellis, J Kerr, S Godbole, J Staudenmayer, G Lanckriet
Medicine and science in sports and exercise 48 (5), 933, 2016
1082016
Recognizing detailed human context in the wild from smartphones and smartwatches
Y Vaizman, K Ellis, G Lanckriet
IEEE Pervasive Computing 16 (4), 62-74, 2017
942017
Comparison of accelerometry methods for estimating physical activity
J Kerr, CR Marinac, K Ellis, S Godbole, A Hipp, K Glanz, J Mitchell, ...
Medicine and science in sports and exercise 49 (3), 617, 2017
512017
Objective assessment of physical activity: classifiers for public health
J Kerr, RE Patterson, K Ellis, S Godbole, E Johnson, G Lanckriet, ...
Medicine and science in sports and exercise 48 (5), 951, 2016
502016
Multi-sensor physical activity recognition in free-living
K Ellis, J Kerr, S Godbole, G Lanckriet
Proceedings of the 2014 ACM International Joint Conference on Pervasive and …, 2014
412014
Extrasensory app: Data collection in-the-wild with rich user interface to self-report behavior
Y Vaizman, K Ellis, G Lanckriet, N Weibel
Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems …, 2018
402018
Semantic Annotation and Retrieval of Music using a Bag of Systems Representation.
K Ellis, E Coviello, GRG Lanckriet
ISMIR, 723-728, 2011
262011
Classifiers for accelerometer-measured behaviors in older women
D Rosenberg, S Godbole, K Ellis, C Di, AZ LaCroix, L Natarajan, J Kerr
Medicine and science in sports and exercise 49 (3), 610, 2017
252017
A bag of systems representation for music auto-tagging
K Ellis, E Coviello, AB Chan, G Lanckriet
IEEE transactions on audio, speech, and language processing 21 (12), 2554-2569, 2013
212013
Physical activity recognition in free-living from body-worn sensors
K Ellis, S Godbole, J Chen, S Marshall, G Lanckriet, J Kerr
Proceedings of the 4th International SenseCam & Pervasive Imaging Conference …, 2013
192013
Physical activity for brain health and fighting dementia
M Farrow, K Ellis
Alzheimer's Australia Incorporated, 2013
132013
Equality and social mobility in Twitter discussion groups
K Ellis, M Goldszmidt, G Lanckriet, N Mishra, O Reingold
Proceedings of the Ninth ACM International Conference on Web Search and Data …, 2016
112016
Bicycle trains, cycling, and physical activity: a pilot cluster RCT
JA Mendoza, W Haaland, M Jacobs, M Abbey-Lambertz, J Miller, D Salls, ...
American journal of preventive medicine 53 (4), 481-489, 2017
62017
Differences In Physical Activity Estimates By Wear Time, Body Placement And Data Processing Of Accelerometers: 79 Board# 3 June 1, 930 AM-1130 AM
J Kerr, K Ellis, S Godbole, C Marinac, J Mitchell, A Hipp, P James, ...
Medicine & Science in Sports & Exercise 48 (5S), 1-2, 2016
12016
Towards Reducing the Features used in Machine Learning Free-living Physical Activity Recognition Algorithms: 77 Board# 1 June 1, 930 AM-1130 AM
K Ellis, J Kerr, S Godbole, J Staudenmayer
Medicine & Science in Sports & Exercise 48 (5S), 1, 2016
2016
Supervised Classification of Human Behaviors from Wearable and Mobile Sensor Data
K Ellis
University of California, San Diego, 2016
2016
Machine Learned Classification Of Physical Activity In Multiple Free Living Days In Adults: 1620 May 28, 230 PM-245 PM
J Kerr, K Ellis, S Godbole, E Johnson, J Staudenmayer
Medicine & Science in Sports & Exercise 47 (5S), 431, 2015
2015
" WILL THE REAL BREAKS PLEASE STAND UP!" DETECTING BREAKS FROM SITTING USING OBJECTIVE TOOLS & NOVEL ANALYTIC TECHNIQUES
J Kerr, K Ellis, G Lanckriet, J Staudenmayer, S Godbole, J Chen, P Kelly, ...
ANNALS OF BEHAVIORAL MEDICINE 45, S137-S137, 2013
2013
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