Hassan A. Kingravi

According to our database, Hassan A. Kingravi authored at least 27 papers between 2006 and 2018.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2018

Sensor Selection via Observability Analysis in Feature Space.

Harshal Maske, Hassan A. Kingravi, Girish Chowdhary

Proceedings of the 2018 Annual American Control Conference, 2018

2016

Kernel Observers: Systems-Theoretic Modeling and Inference of Spatiotemporally Evolving Processes.

Hassan A. Kingravi, Harshal R. Maske, Girish Chowdhary

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Uncovering the Landscape of Fraud and Spam in the Telephony Channel.

Aude Marzuoli, Hassan A. Kingravi, David Dewey, Robert S. Pienta

Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

2015

Bayesian Nonparametric Adaptive Control Using Gaussian Processes.

Girish Chowdhary, Hassan A. Kingravi, Jonathan P. How, Patricio A. Vela

IEEE Trans. Neural Networks Learn. Syst., 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

Kernel controllers: A systems-theoretic approach for data-driven modeling and control of spatiotemporally evolving processes.

Hassan A. Kingravi, Harshal Maske, Girish Chowdhary

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Gaussian process based subsumption of a parasitic control component.

Allan M. Axelrod, Hassan A. Kingravi, Girish V. Chowdhary

Proceedings of the American Control Conference, 2015

2014

Linear, Deterministic, and Order-Invariant Initialization Methods for the K-Means Clustering Algorithm.

M. Emre Celebi, Hassan A. Kingravi

CoRR, 2014

Human aware UAS path planning in urban environments using nonstationary MDPs.

Rakshit Allamaraju, Hassan A. Kingravi, Allan Axelrod, Girish Chowdhary, Robert C. Grande, Jonathan P. How, Christopher Crick, Weihua Sheng

Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

2013

A comparative study of efficient initialization methods for the k-means clustering algorithm.

M. Emre Celebi, Hassan A. Kingravi, Patricio A. Vela

Expert Syst. Appl., 2013

Reduced Set KPCA for Improving the Training and Execution Speed of Kernel Machines.

Alexander G. Gray, Hassan A. Kingravi, Patricio A. Vela

Proceedings of the 13th SIAM International Conference on Data Mining, 2013

A Bayesian nonparametric approach to adaptive control using Gaussian Processes.

Girish Chowdhary, Hassan A. Kingravi, Jonathan P. How, Patricio A. Vela

Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

Bayesian nonparametric adaptive control of time-varying systems using Gaussian processes.

Girish Chowdhary, Hassan A. Kingravi, Jonathan P. How, Patricio A. Vela

Proceedings of the American Control Conference, 2013

2012

Comments on "On approximating Euclidean metrics by weighted t-cost distances in arbitrary dimension".

M. Emre Celebi, Hassan A. Kingravi, Fatih Celiker

Pattern Recognit. Lett., 2012

Deterministic Initialization of the k-Means Algorithm using Hierarchical Clustering.

M. Emre Celebi, Hassan A. Kingravi

Int. J. Pattern Recognit. Artif. Intell., 2012

Accurate genomic signal recovery using compressed sensing.

Bakhtiyar Uddin, M. Emre Celebi, Hassan A. Kingravi, Gerald Schaefer

Proceedings of the 21st International Conference on Pattern Recognition, 2012

2011

On Euclidean norm approximations.

M. Emre Celebi, Fatih Celiker, Hassan A. Kingravi

Pattern Recognit., 2011

A reproducing Kernel Hilbert Space approach for the online update of Radial Bases in neuro-adaptive control.

Hassan A. Kingravi, Girish Chowdhary, Patricio A. Vela, Eric N. Johnson

Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

2010

A Fast Switching Filter for Impulsive Noise Removal from Color Images

M. Emre Celebi, Hassan A. Kingravi, Bakhtiyar Uddin, Y. Alp Aslandogan

CoRR, 2010

Cost-Effective Implementation of Order-Statistics Based Vector Filters Using Minimax Approximations

M. Emre Celebi, Hassan A. Kingravi, Rastislav Lukac, Fatih Celiker

CoRR, 2010

Fast Color Space Transformations Using Minimax Approximations

M. Emre Celebi, Hassan A. Kingravi, Fatih Celiker

CoRR, 2010

Accelerating color space transformations using numerical approximations.

M. Emre Celebi, Hassan A. Kingravi, Fatih Celiker

Proceedings of the International Conference on Image Processing, 2010

2007

Nonlinear vector filtering for impulsive noise removal from color images.

M. Emre Celebi, Hassan A. Kingravi, Y. Alp Aslandogan

J. Electronic Imaging, 2007

A methodological approach to the classification of dermoscopy images.

M. Emre Celebi, Hassan A. Kingravi, Bakhtiyar Uddin, Hitoshi Iyatomi, Y. Alp Aslandogan, William V. Stoecker, Randy H. Moss

Comput. Medical Imaging Graph., 2007

Fast and accurate border detection in dermoscopy images using statistical region merging.

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

Proceedings of the Medical Imaging 2007: Image Processing, 2007

Unsupervised Learning of Manifolds via Linear Approximations.

Hassan A. Kingravi, M. Emre Celebi, Pragya P. Rajauria

Proceedings of the 18th International Workshop on Database and Expert Systems Applications (DEXA 2007), 2007

2006

Detection of blue-white veil areas in dermoscopy images using machine learning techniques.

M. Emre Celebi, Hassan A. Kingravi, Y. Alp Aslandogan, William V. Stoecker

Proceedings of the Medical Imaging 2006: Image Processing, 2006