Detection of blue-white veil areas in dermoscopy images using machine learning techniques. - M. Emre Celebi 001; Hassan A. Kingravi; Y. Alp Aslandogan; William V. Stoecker (Image Processing, 2006)

Unsupervised Learning of Manifolds via Linear Approximations. - Hassan A. Kingravi; M. Emre Celebi 001; Pragya P. Rajauria (DEXA Workshops, 2007)

Fast and accurate border detection in dermoscopy images using statistical region merging. - M. Emre Celebi 001; Hassan A. Kingravi; Hitoshi Iyatomi; JeongKyu Lee; Y. Alp Aslandogan; William Van Stoecker; Randy H. Moss; Joseph M. Malters; Ashfaq A. Marghoob (Image Processing, 2007)

A methodological approach to the classification of dermoscopy images. - M. Emre Celebi 001; Hassan A. Kingravi; Bakhtiyar Uddin; Hitoshi Iyatomi; Y. Alp Aslandogan; William V. Stoecker; Randy H. Moss (Comput. Medical Imaging Graph., 2007)

Nonlinear vector filtering for impulsive noise removal from color images. - M. Emre Celebi 001; Hassan A. Kingravi; Y. Alp Aslandogan (J. Electronic Imaging, 2007)

Accelerating color space transformations using numerical approximations. - M. Emre Celebi 001; Hassan A. Kingravi; Fatih Celiker (ICIP, 2010)

Fast Color Space Transformations Using Minimax Approximations - M. Emre Celebi 001; Hassan A. Kingravi; Fatih Celiker (CoRR, 2010)

Cost-Effective Implementation of Order-Statistics Based Vector Filters Using Minimax Approximations - M. Emre Celebi 001; Hassan A. Kingravi; Rastislav Lukac; Fatih Celiker (CoRR, 2010)

A Fast Switching Filter for Impulsive Noise Removal from Color Images - M. Emre Celebi 001; Hassan A. Kingravi; Bakhtiyar Uddin; Y. Alp Aslandogan (CoRR, 2010)

On Euclidean norm approximations. - M. Emre Celebi 001; Fatih Celiker; Hassan A. Kingravi (Pattern Recognit., 2011)

Accurate genomic signal recovery using compressed sensing. - Bakhtiyar Uddin; M. Emre Celebi 001; Hassan A. Kingravi; Gerald Schaefer (ICPR, 2012)

Deterministic Initialization of the k-Means Algorithm using Hierarchical Clustering. - M. Emre Celebi 001; Hassan A. Kingravi (Int. J. Pattern Recognit. Artif. Intell., 2012)

Comments on "On approximating Euclidean metrics by weighted t-cost distances in arbitrary dimension". - M. Emre Celebi 001; Hassan A. Kingravi; Fatih Celiker (Pattern Recognit. Lett., 2012)

Reproducing Kernel Hilbert Space Approach for the Online Update of Radial Bases in Neuro-Adaptive Control. - Hassan A. Kingravi; Girish Chowdhary 001; Patricio A. Vela; Eric N. Johnson (IEEE Trans. Neural Networks Learn. Syst., 2012)

Bayesian nonparametric adaptive control of time-varying systems using Gaussian processes. - Girish Chowdhary 001; Hassan A. Kingravi; Jonathan P. How; Patricio A. Vela (ACC, 2013)

A Bayesian nonparametric approach to adaptive control using Gaussian Processes. - Girish Chowdhary 001; Hassan A. Kingravi; Jonathan P. How; Patricio A. Vela (CDC, 2013)

Reduced Set KPCA for Improving the Training and Execution Speed of Kernel Machines. - Alexander G. Gray; Hassan A. Kingravi; Patricio A. Vela (SDM, 2013)

A comparative study of efficient initialization methods for the k-means clustering algorithm. - M. Emre Celebi 001; Hassan A. Kingravi; Patricio A. Vela (Expert Syst. Appl., 2013)

Human aware UAS path planning in urban environments using nonstationary MDPs. - Rakshit Allamaraju; Hassan A. Kingravi; Allan Axelrod; Girish Chowdhary 001; Robert C. Grande; Jonathan P. How; Christopher Crick; Weihua Sheng (ICRA, 2014)

Linear, Deterministic, and Order-Invariant Initialization Methods for the K-Means Clustering Algorithm. - M. Emre Celebi 001; Hassan A. Kingravi (CoRR, 2014)

Gaussian process based subsumption of a parasitic control component. - Allan M. Axelrod; Hassan A. Kingravi; Girish V. Chowdhary 001 (ACC, 2015)

Kernel controllers: A systems-theoretic approach for data-driven modeling and control of spatiotemporally evolving processes. - Hassan A. Kingravi; Harshal Maske; Girish Chowdhary 001 (CDC, 2015)

Reduced-Set Kernel Principal Components Analysis for Improving the Training and Execution Speed of Kernel Machines. - Hassan A. Kingravi; Patricio A. Vela; Alexandar Gray (CoRR, 2015)

Bayesian Nonparametric Adaptive Control Using Gaussian Processes. - Girish Chowdhary 001; Hassan A. Kingravi; Jonathan P. How; Patricio A. Vela (IEEE Trans. Neural Networks Learn. Syst., 2015)

Uncovering the Landscape of Fraud and Spam in the Telephony Channel. - Aude Marzuoli; Hassan A. Kingravi; David Dewey; Robert S. Pienta (ICMLA, 2016)

Kernel Observers: Systems-Theoretic Modeling and Inference of Spatiotemporally Evolving Processes. - Hassan A. Kingravi; Harshal R. Maske; Girish Chowdhary 001 (NIPS, 2016)

Sensor Selection via Observability Analysis in Feature Space. - Harshal Maske; Hassan A. Kingravi; Girish Chowdhary 001 (ACC, 2018)