Publications
Journal Articles
B. Markovitz, I. Kukuyeva, G. Soto-Campos, R. Khemani. (2015) PICU Volume and Outcome: A Severity-Adjusted Analysis. Critical Care Medicine. Nov 2015; Vol 43(12).
A. DeMarco, T. Nguyen, T. Weiler, R. Amirnovin, I. Kukuyeva. (2015) Inter-rater reliability of Peripheral Perfusion Assessments in Neonates after Cardiac Surgery. Critical Care Medicine. Nov 2015; Vol 43(12).
I. Kukuyeva. Review of R for Statistics, by Pierre-André Cornillon, Arnaud Guyader, François Husson, Nicolas Jégou, Julie Josse, Maela Kloareg, Eric Matzner-Løber, Laurent Rouviére. Journal of Statistical Software, Book Reviews. 5 Nov. 2012. Vol. 51, Book Review 1. http://www.jstatsoft.org/v51/b01
I. Kukuyeva. Review of Principles of Modeling and Simulation: A Multidisciplinary Approach, by John A. Sokolowski and Catherine M. Banks (eds.). Journal of Statistical Software, Book Reviews. 25 Sept. 2009. Vol. 31, Book Review 3. http://www.jstatsoft.org/v31/b03
Thesis
I. Kukuyeva. 2012. Array Independent Component Analysis with Application to Remote Sensing. Dissertation, University of California, Los Angeles. ProQuest/UMI, 2012.
Juno's Flyby mission (2018) confirmed similarities between White Oval and the Great Red Spot on Jupiter, originally detected in 2012 by image compression algorithm developed for Ph.D. thesis.
Algorithm can also be leveraged in Natural Language Processing (NLP) to better understand word co-occurrence.
Proceedings
I. Kukuyeva, J. Wang, Y. Yaglovskaya. 2008. Popcorn Popping Yield: An Investigation. In JSM Proceedings, Teaching Advanced Topics Section. Alexandria, VA: American Statistical Association.
Internal Reports
I. Kukuyeva. Novel Feature Engineering Approach for Healthcare Data. Unpublished, 2019.
J. de Leeuw and I. Kukuyeva. Component Analysis Using Multivariate Cumulants. Unpublished, 2012.
J. de Leeuw and I. Kukuyeva. Fixed-Rank Approximation with Constraints. Unpublished, 13 Sep. 2009.
I. Kukuyeva and D. Ferrari. Evolution of Channel Islands Population: A Cranial Measurements Study Final Report. Unpublished, 1 Jul. 2009.
I. Kukuyeva. Analysis of California Air Quality for 1996. Unpublished, 12 Jun. 2009.
J. de Leeuw, I. Kukuyeva, and L. Gharibans. Eleven Years of I-5 Between SR-14 and SR-99. Unpublished, 3 Jun. 2008.
J. De Leeuw and I. Kukuyeva. Traffic on the I-5, Between Routes 14 and 99. Center for Environmental Statistics. UCLA, Los Angeles. 6 May 2008. Unpublished, 2008.
J. De Leeuw and I. Kukuyeva. Functional Principal Component Analysis: Analysis of Hourly Traffic Data on Interstate-5 Between Routes 14 and 99. Unpublished, 31 Mar. 2008.
J. De Leeuw and I. Kukuyeva. Loop Imputation of Hourly Data on a Section of the I-5 (between Routes 14 and 99) via Functional Principal Component Analysis. Unpublished, 27 Jan. 2008.