Hassan A. Kingravi

Publication Activity (10 Years)

Years Active: 2006-2018
Publications (10 Years): 8

Top Topics

Adaptive Control

Execution Speed

Kernel Machines

Gaussian Process

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Harshal Maske, Hassan A. Kingravi, Girish Chowdhary
Sensor Selection via Observability Analysis in Feature Space. ACC (2018)
Aude Marzuoli, Hassan A. Kingravi, David Dewey, Robert Pienta
Uncovering the Landscape of Fraud and Spam in the Telephony Channel. ICMLA (2016)
Hassan A. Kingravi, Harshal R. Maske, Girish Chowdhary
Kernel Observers: Systems-Theoretic Modeling and Inference of Spatiotemporally Evolving Processes. NIPS (2016)
Girish Chowdhary, Hassan A. Kingravi, Jonathan P. How, Patricio A. Vela
Bayesian Nonparametric Adaptive Control Using Gaussian Processes. IEEE Trans. Neural Networks Learn. Syst. 26 (3) (2015)
Hassan A. Kingravi, Harshal Maske, Girish Chowdhary
Kernel Controllers: A Systems-Theoretic Approach for Data-Driven Modeling and Control of Spatiotemporally Evolving Processes. CoRR (2015)
Hassan A. Kingravi, Patricio A. Vela, Alexandar Gray
Reduced-Set Kernel Principal Components Analysis for Improving the Training and Execution Speed of Kernel Machines. CoRR (2015)
Hassan A. Kingravi, Harshal Maske, Girish Chowdhary
Kernel controllers: A systems-theoretic approach for data-driven modeling and control of spatiotemporally evolving processes. CDC (2015)
Allan M. Axelrod, Hassan A. Kingravi, Girish V. Chowdhary
Gaussian process based subsumption of a parasitic control component. ACC (2015)
Rakshit Allamaraju, Hassan A. Kingravi, Allan Axelrod, Girish Chowdhary, Robert C. Grande, Jonathan P. How, Christopher Crick, Weihua Sheng
Human aware UAS path planning in urban environments using nonstationary MDPs. ICRA (2014)
M. Emre Celebi, Hassan A. Kingravi
Linear, Deterministic, and Order-Invariant Initialization Methods for the K-Means Clustering Algorithm. CoRR (2014)
M. Emre Celebi, Hassan A. Kingravi
Deterministic Initialization of the K-Means Algorithm Using Hierarchical Clustering CoRR (2013)
Girish Chowdhary, Hassan A. Kingravi, Jonathan P. How, Patricio A. Vela
A Bayesian nonparametric approach to adaptive control using Gaussian Processes. CDC (2013)
Alexander G. Gray, Hassan A. Kingravi, Patricio A. Vela
Reduced Set KPCA for Improving the Training and Execution Speed of Kernel Machines. SDM (2013)
M. Emre Celebi, Hassan A. Kingravi, Patricio A. Vela
A comparative study of efficient initialization methods for the k-means clustering algorithm. Expert Syst. Appl. 40 (1) (2013)
Girish Chowdhary, Hassan A. Kingravi, Jonathan P. How, Patricio A. Vela
Bayesian nonparametric adaptive control of time-varying systems using Gaussian processes. ACC (2013)
Bakhtiyar Uddin, M. Emre Celebi, Hassan A. Kingravi, Gerald Schaefer
Accurate genomic signal recovery using compressed sensing. ICPR (2012)
M. Emre Celebi, Hassan A. Kingravi
Deterministic Initialization of the k-Means Algorithm using Hierarchical Clustering. Int. J. Pattern Recognit. Artif. Intell. 26 (7) (2012)
Hassan A. Kingravi, Girish Chowdhary, Patricio A. Vela, Eric N. Johnson
Reproducing Kernel Hilbert Space Approach for the Online Update of Radial Bases in Neuro-Adaptive Control. IEEE Trans. Neural Networks Learn. Syst. 23 (7) (2012)
M. Emre Celebi, Hassan A. Kingravi, Fatih Celiker
Comments on "On approximating Euclidean metrics by weighted t-cost distances in arbitrary dimension". Pattern Recognit. Lett. 33 (10) (2012)
M. Emre Celebi, Hassan A. Kingravi, Fatih Celiker
Comments on "On Approximating Euclidean Metrics by Weighted t-Cost Distances in Arbitrary Dimension" CoRR (2012)
M. Emre Celebi, Hassan A. Kingravi, Patricio A. Vela
A Comparative Study of Efficient Initialization Methods for the K-Means Clustering Algorithm CoRR (2012)
Hassan A. Kingravi, Girish Chowdhary, Patricio A. Vela, Eric N. Johnson
A reproducing Kernel Hilbert Space approach for the online update of Radial Bases in neuro-adaptive control. CDC/ECC (2011)
M. Emre Celebi, Fatih Celiker, Hassan A. Kingravi
On Euclidean norm approximations. Pattern Recognit. 44 (2) (2011)
M. Emre Celebi, Fatih Celiker, Hassan A. Kingravi
On Euclidean Norm Approximations CoRR (2010)
M. Emre Celebi, Hassan A. Kingravi, Y. Alp Aslandogan
Nonlinear Vector Filtering for Impulsive Noise Removal from Color Images CoRR (2010)
M. Emre Celebi, Hassan A. Kingravi, Rastislav Lukac, Fatih Celiker
Cost-Effective Implementation of Order-Statistics Based Vector Filters Using Minimax Approximations CoRR (2010)
M. Emre Celebi, Hassan A. Kingravi, Fatih Celiker
Fast Color Space Transformations Using Minimax Approximations CoRR (2010)
M. Emre Celebi, Hassan A. Kingravi, Bakhtiyar Uddin, Y. Alp Aslandogan
A Fast Switching Filter for Impulsive Noise Removal from Color Images CoRR (2010)
M. Emre Celebi, Hassan A. Kingravi, Fatih Celiker
Accelerating color space transformations using numerical approximations. ICIP (2010)
M. Emre Celebi, Hassan A. Kingravi, Hitoshi Iyatomi, JeongKyu Lee, Y. Alp Aslandogan, William Van Stoecker, Randy H. Moss, Joseph M. Malters, Ashfaq A. Marghoob
Fast and accurate border detection in dermoscopy images using statistical region merging. Medical Imaging: Image Processing (2007)
M. Emre Celebi, Hassan A. Kingravi, Y. Alp Aslandogan
Nonlinear vector filtering for impulsive noise removal from color images. J. Electronic Imaging 16 (3) (2007)
Hassan A. Kingravi, M. Emre Celebi, Pragya P. Rajauria
Unsupervised Learning of Manifolds via Linear Approximations. DEXA Workshops (2007)
M. Emre Celebi, Hassan A. Kingravi, Bakhtiyar Uddin, Hitoshi Iyatomi, Y. Alp Aslandogan, William V. Stoecker, Randy H. Moss
A methodological approach to the classification of dermoscopy images. Comput. Medical Imaging Graph. 31 (6) (2007)
M. Emre Celebi, Hassan A. Kingravi, Y. Alp Aslandogan, William V. Stoecker
Detection of blue-white veil areas in dermoscopy images using machine learning techniques. Medical Imaging: Image Processing (2006)