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Janusz Wojtusiak
Janusz Wojtusiak
Professor of Health Informatics, George Mason University
Zweryfikowany adres z mli.gmu.edu - Strona główna
Tytuł
Cytowane przez
Cytowane przez
Rok
A thermodynamic analysis of refrigerants: Performance limits of the vapor compression cycle
PA Domanski, JS Brown, J Heo, J Wojtusiak, MO McLinden
international journal of refrigeration 38, 71-79, 2014
962014
The AQ21 natural induction program for pattern discovery: initial version and its novel features
J Wojtusiak, RS Michalski, KA Kaufman, J Pietrzykowski
2006 18th IEEE International Conference on Tools with Artificial …, 2006
742006
The LEM3 implementation of learnable evolution model: user’s guide
J Wojtusiak, RS Michalski
Reports of the Machine Learning and Inference Laboratory, George Mason …, 2004
71*2004
Traffic prediction for agent route planning
JD Gehrke, J Wojtusiak
Computational Science–ICCS 2008: 8th International Conference, Kraków …, 2008
642008
Influence of adverse childhood experiences on anxiety and depression in children aged 6 to 11 years.
M Zare, M Narayan, A Lasway, P Kitsantas, J Wojtusiak, CA Oetjen
Pediatric Nursing 44 (6), 2018
552018
Machine learning in agent-based stochastic simulation: Inferential theory and evaluation in transportation logistics
J Wojtusiak, T Warden, O Herzog
Computers & Mathematics with Applications 64 (12), 3658-3665, 2012
552012
Rule-based Prediction of Medical Claims' Payments
J Wojtusiak, JM Shiver
US Patent App. 13/401,942, 2013
522013
The LEM3 implementation of learnable evolution model and its testing on complex function optimization problems
J Wojtusiak, RS Michalski
Proceedings of the 8th annual conference on Genetic and evolutionary …, 2006
442006
Location prediction using GPS trackers: Can machine learning help locate the missing people with dementia?
J Wojtusiak, RM Nia
Internet of Things 13, 100035, 2021
322021
A comprehensive multimorbidity index for predicting mortality in intensive care unit patients
H Min, S Avramovic, J Wojtusiak, R Khosla, RD Fletcher, F Alemi, ...
Journal of palliative medicine 20 (1), 35-41, 2017
322017
Predicting functional decline and recovery for residents in veterans affairs nursing homes
J Wojtusiak, CR Levy, AE Williams, F Alemi
The Gerontologist 56 (1), 42-51, 2016
312016
Extreme logistic regression
C Ngufor, J Wojtusiak
Advances in Data Analysis and Classification 10, 27-52, 2016
302016
Predictors of six-month mortality among nursing home residents: diagnoses may be more predictive than functional disability
C Levy, R Kheirbek, F Alemi, J Wojtusiak, B Sutton, AR Williams, ...
Journal of Palliative Medicine 18 (2), 100-106, 2015
282015
Building virtual community in computational intelligence and machine learning [research frontier]
JM Zurada, MA Mazurowski, R Ragade, A Abdullin, J Wojtudiak, J Gentle
IEEE Computational Intelligence Magazine 4 (1), 43-54, 2009
272009
Recent advances in scaling‐down sampling methods in machine learning
A ElRafey, J Wojtusiak
Wiley Interdisciplinary Reviews: Computational Statistics 9 (6), e1414, 2017
262017
A dual-mode evolutionary algorithm for designing optimized refrigerant circuitries for finned-tube heat exchangers
DA Yashar, J Wojtusiak, K Kaufman, PA Domanski
Hvac&R Research 18 (5), 834-844, 2012
262012
Sequence of functional loss and recovery in nursing homes
CR Levy, M Zargoush, AE Williams, AR Williams, P Giang, J Wojtusiak, ...
The Gerontologist 56 (1), 52-61, 2016
252016
Shared homes as an alternative to nursing home care: Impact of VA’s medical foster home program on hospitalization
CR Levy, F Alemi, AE Williams, AR Williams, J Wojtusiak, B Sutton, ...
The Gerontologist 56 (1), 62-71, 2016
242016
Unsupervised labeling of data for supervised learning and its application to medical claims prediction
C Ngufor, J Wojtusiak
Computer Science 14 (2), 191-191, 2013
222013
Natural induction and conceptual clustering: A review of applications
RS Michalski, KA Kaufman, J Pietrzykowski, J Wojtusiak, S Mitchell, ...
212006
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