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Hassan Kingravi
Hassan Kingravi
Staff Data Scientist, Mailchimp
Verified email at mailchimp.com - Homepage
Title
Cited by
Cited by
Year
A comparative study of efficient initialization methods for the k-means clustering algorithm
ME Celebi, HA Kingravi, PA Vela
Expert systems with applications 40 (1), 200-210, 2013
11862013
A methodological approach to the classification of dermoscopy images
ME Celebi, HA Kingravi, B Uddin, H Iyatomi, YA Aslandogan, ...
Computerized Medical imaging and graphics 31 (6), 362-373, 2007
6892007
Border detection in dermoscopy images using statistical region merging
M Emre Celebi, HA Kingravi, H Iyatomi, Y Alp Aslandogan, WV Stoecker, ...
Skin Research and Technology 14 (3), 347-353, 2008
446*2008
Bayesian nonparametric adaptive control using Gaussian processes
G Chowdhary, HA Kingravi, JP How, PA Vela
IEEE transactions on neural networks and learning systems 26 (3), 537-550, 2014
1552014
Nonlinear vector filtering for impulsive noise removal from color images
ME Celebi, HA Kingravi, YA Aslandogan
Journal of Electronic Imaging 16 (3), 033008, 2007
1232007
Deterministic initialization of the k-means algorithm using hierarchical clustering
ME Celebi, HA Kingravi
International Journal of Pattern Recognition and Artificial Intelligence 26 …, 2012
722012
A Reproducing Kernel Hilbert Space Approach for the Online Update of Radial Bases in Neuro-Adaptive Control
HA Kingravi, G Chowdhary, PA Vela, EN Johnson
IEEE Conference on Decision and Control, 2012
542012
Detection of blue-white veil areas in dermoscopy images using machine learning techniques
ME Celebi, HA Kingravi, YA Aslandogan, WV Stoecker
Medical Imaging 2006: Image Processing 6144, 1861-1868, 2006
442006
On Euclidean norm approximations
ME Celebi, F Celiker, HA Kingravi
Pattern Recognition 44 (2), 278-283, 2011
422011
Linear, deterministic, and order-invariant initialization methods for the k-means clustering algorithm
ME Celebi, HA Kingravi
Partitional clustering algorithms, 79-98, 2015
362015
Bayesian nonparametric adaptive control of time-varying systems using Gaussian processes
G Chowdhary, HA Kingravi, JP How, PA Vela
2013 American Control Conference, 2655-2661, 2013
352013
Fast switching filter for impulsive noise removal from color images
M Celebi, H Kingravi, B Uddin, Y Aslandogan
Journal of Imaging Science and Technology 51 (2), 155-165, 2007
302007
Model reference adaptive control using nonparametric adaptive elements
G Chowdhary, J How, H Kingravi
AIAA Guidance, Navigation, and Control Conference, 5038, 2012
232012
Human aware UAS path planning in urban environments using nonstationary MDPs
R Allamaraju, H Kingravi, A Axelrod, G Chowdhary, R Grande, JP How, ...
2014 IEEE International Conference on Robotics and Automation (ICRA), 1161-1167, 2014
222014
Kernel observers: Systems-theoretic modeling and inference of spatiotemporally evolving processes
HA Kingravi, HR Maske, G Chowdhary
Advances in neural information processing systems 29, 2016
202016
Fast colour space transformations using minimax approximations
ME Celebi, HA Kingravi, F Celiker
IET Image Processing 4 (2), 70-80, 2010
202010
Kernel controllers: A systems-theoretic approach for data-driven modeling and control of spatiotemporally evolving processes
HA Kingravi, H Maske, G Chowdhary
2015 54th IEEE Conference on Decision and Control (CDC), 7365-7370, 2015
162015
A Bayesian nonparametric approach to adaptive control using Gaussian processes
G Chowdhary, HA Kingravi, JP How, PA Vela
52nd IEEE Conference on Decision and Control, 874-879, 2013
142013
Uncovering the landscape of fraud and spam in the telephony channel
A Marzuoli, HA Kingravi, D Dewey, R Pienta
2016 15th IEEE International Conference on Machine Learning and Applications …, 2016
132016
Call classification through analysis of DTMF events
N Gaubitch, S Strong, J Cornwell, H Kingravi, D Dewey
US Patent 10,257,591, 2019
72019
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