Ercan E. Kuruoglu

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 34

Top Venues

Publications

Yi Yan, Ercan E. Kuruoglu
Binarized Simplicial Convolutional Neural Networks. CoRR (2024)
Naiqi Li, Zhikang Xia, Yiming Li, Ercan E. Kuruoglu, Yong Jiang, Shu-Tao Xia
Portfolio Selection via Graph-Aware Gaussian Processes With Generalized Gaussian Likelihood. IEEE Trans. Artif. Intell. 5 (2) (2024)
Naiqi Li, Wenjie Li, Yinghua Gao, Yiming Li, Jigang Bao, Ercan E. Kuruoglu, Yong Jiang, Shu-Tao Xia
Node-Level Graph Regression With Deep Gaussian Process Models. IEEE Trans. Artif. Intell. 5 (6) (2024)
Changran Peng, Yi Yan, Ercan E. Kuruoglu
Adaptive Least Mean pth Power Graph Neural Networks. CoRR (2024)
Hengxi Zhang, Zhendong Shi, Yuanquan Hu, Wenbo Ding, Ercan E. Kuruoglu, Xiao-Ping Zhang
Optimizing Trading Strategies in Quantitative Markets Using Multi-Agent Reinforcement Learning. ICASSP (2024)
Mutong Li, Ercan E. Kuruoglu
Fast Cauchy-Rician Modelling of SAR Images With Method of Algebraic Moments Estimator. ICASSP Workshops (2023)
Zhendong Shi, Xiaoli Wei, Ercan E. Kuruoglu
From Bandits Model to Deep Deterministic Policy Gradient, Reinforcement Learning with Contextual Information. CoRR (2023)
Hanbing Liu, Yanru Wu, Yang Liu, Ercan E. Kuruoglu, Xuan Zhang
SDG-L: A Semiparametric Deep Gaussian Process based Framework for Battery Capacity Prediction. ICASSP (2023)
Hengxi Zhang, Zhendong Shi, Yuanquan Hu, Wenbo Ding, Ercan E. Kuruoglu, Xiao-Ping Zhang
Strategic Trading in Quantitative Markets through Multi-Agent Reinforcement Learning. CoRR (2023)
Zhendong Shi, Ercan E. Kuruoglu, Xiaoli Wei
Thompson Sampling on Asymmetric a-stable Bandits. ICAART (3) (2023)
Yi Yan, Ercan E. Kuruoglu, Mustafa A. Altinkaya
Adaptive sign algorithm for graph signal processing. Signal Process. 200 (2022)
Oktay Karakus, Ercan E. Kuruoglu, Alin Achim
A Generalized Gaussian Extension to the Rician Distribution for SAR Image Modeling. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yi Yan, Tian Xie, Ercan E. Kuruoglu
Joint online estimation of multi-order graph topological signals. CoRR (2022)
Zhendong Shi, Ercan E. Kuruoglu, Xiaoli Wei
Thompson Sampling on Asymmetric α-Stable Bandits. CoRR (2022)
Oktay Karakus, Ercan E. Kuruoglu, Alin Achim, Mustafa A. Altinkaya
Cauchy-Rician Model for Backscattering in Urban SAR Images. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Ercan E. Kuruoglu
30th anniversary of Digital Signal Processing: a Review Journal. Digit. Signal Process. 108 (2021)
Ercan E. Kuruoglu
30th Anniversary Special Issue on Future Signal Processing. Digit. Signal Process. 119 (2021)
Yi Yan, Radwa Adel, Ercan E. Kuruoglu
Adaptive Normalized LMP Estimation for Graph Signal Processing. MLSP (2021)
Pierfrancesco Ambrosi, Mauro Costagli, Ercan E. Kuruoglu, Laura Biagi, Guido Buonincontri, Michela Tosetti
Modeling brain connectivity dynamics in functional magnetic resonance imaging via particle filtering. Brain Informatics 8 (1) (2021)
Zifeng Wang, Shao-Lun Huang, Ercan E. Kuruoglu, Jimeng Sun, Xi Chen, Yefeng Zheng
PAC-Bayes Information Bottleneck. CoRR (2021)
Zifeng Wang, Xi Chen, Rui Wen, Shao-Lun Huang, Ercan E. Kuruoglu, Yefeng Zheng
Information Theoretic Counterfactual Learning from Missing-Not-At-Random Feedback. NeurIPS (2020)
Oktay Karakus, Ercan E. Kuruoglu, Mustafa A. Altinkaya
Modelling impulsive noise in indoor powerline communication systems. Signal Image Video Process. 14 (8) (2020)
Zifeng Wang, Xi Chen, Rui Wen, Shao-Lun Huang, Ercan E. Kuruoglu, Yefeng Zheng
Information Theoretic Counterfactual Learning from Missing-Not-At-Random Feedback. CoRR (2020)
Oktay Karakus, Ercan E. Kuruoglu, Alin Achim
Modelling Sea Clutter In Sar Images Using Laplace-Rician Distribution. ICASSP (2020)
Vignesh Srinivasan, Ercan E. Kuruoglu, Klaus-Robert Müller, Wojciech Samek, Shinichi Nakajima
Black-Box Decision based Adversarial Attack with Symmetric α-stable Distribution. EUSIPCO (2019)
Oktay Karakus, Ercan E. Kuruoglu, Mustafa A. Altinkaya
Generalized Bayesian Model Selection for Speckle on Remote Sensing Images. IEEE Trans. Image Process. 28 (4) (2019)
Pierfrancesco Ambrosi, Mauro Costagli, Ercan E. Kuruoglu, Laura Biagi, Guido Buonincontri, Michela Tosetti
Investigating Time-Varying Brain Connectivity with Functional Magnetic Resonance Imaging using Sequential Monte Carlo. EUSIPCO (2019)
Vignesh Srinivasan, Ercan E. Kuruoglu, Klaus-Robert Müller, Wojciech Samek, Shinichi Nakajima
Black-Box Decision based Adversarial Attack with Symmetric α-stable Distribution. CoRR (2019)
Oktay Karakus, Ercan E. Kuruoglu, Mustafa A. Altinkaya
Beyond trans-dimensional RJMCMC with a case study in impulsive data modeling. Signal Process. 153 (2018)
Oktay Karakus, Ercan E. Kuruoglu, Mustafa A. Altinkaya
Nonlinear model selection for PARMA processes using RJMCMC. EUSIPCO (2017)
Oktay Karakus, Ercan E. Kuruoglu, Mustafa A. Altinkaya
Bayesian Volterra system identification using reversible jump MCMC algorithm. Signal Process. 141 (2017)
Oktay Karakus, Ercan E. Kuruoglu, Mustafa A. Altinkaya
Bayesian estimation of polynomial moving average models with unknown degree of nonlinearity. EUSIPCO (2016)
Sergiy Ancherbak, Ercan E. Kuruoglu, Martin Vingron
Time-Dependent Gene Network Modelling by Sequential Monte Carlo. IEEE ACM Trans. Comput. Biol. Bioinform. 13 (6) (2016)
Navodit Misra, Ercan E. Kuruoglu
Stable Graphical Models. J. Mach. Learn. Res. 17 (2016)
Yuan Chen, Ercan E. Kuruoglu, Hing-Cheung So
Optimum linear regression in additive Cauchy-Gaussian noise. Signal Process. 106 (2015)
Oktay Karakus, Ercan E. Kuruoglu, Mustafa A. Altinkaya
Estimation of the nonlinearity degree for polynomial autoregressiv processes with RJMCMC. EUSIPCO (2015)
Ercan E. Kuruoglu, Joan Lasenby, A. Taylan Cemgil, Anil C. Kokaram, Robin D. Morris
Special Issue in Honour of William J. (Bill) Fitzgerald. Digit. Signal Process. 47 (2015)
Oktay Karakus, Ercan E. Kuruoglu, Mustafa A. Altinkaya
Long term wind speed prediction with polynomial autoregressive model. SIU (2015)
Patrizia Andronico, Salvatore Minutoli, Ercan E. Kuruoglu
Understanding Elderly Needs for Designing a Digitally Extended Environment via Tablets. HCI (27) (2014)
Jose M. Muiño, Ercan E. Kuruoglu, Peter F. Arndt
Evidence of a cancer type-specific distribution for consecutive somatic mutation distances. Comput. Biol. Chem. 53 (2014)
Navodit Misra, Ercan E. Kuruoglu
Stable Graphical Models. CoRR (2014)
Ercan E. Kuruoglu, Fabian J. Theis
Dependent component analysis. EURASIP J. Adv. Signal Process. 2013 (2013)
Ruoqing Wang, Sufei Li, Ercan E. Kuruoglu
A novel algorithm for image denoising based on unscented Kalman filtering. Int. J. Inf. Commun. Technol. 5 (3/4) (2013)
Cesar F. Caiafa, Ercan E. Kuruoglu
Using Generic Order Moments for separation of dependent sources with linear conditional expectations. EUSIPCO (2013)
Renke Huang, Hao Zheng, Ercan E. Kuruoglu
Time-varying ARMA stable process estimation using sequential Monte Carlo. Signal Image Video Process. 7 (5) (2013)
Junying Zhang, Liuqing Peng, Xiaoxue Zhao, Ercan E. Kuruoglu
Robust data clustering by learning multi-metric Lq-norm distances. Expert Syst. Appl. 39 (1) (2012)
Ercan E. Kuruoglu
Editorial. Digit. Signal Process. 22 (2) (2012)
Mustafa A. Altinkaya, Ercan E. Kuruoglu
Modeling enzymatic reactions via chemical Langevin-Levy equation. SIU (2012)
Zhaowen Wang, Ercan E. Kuruoglu, Xiaokang Yang, Yi Xu, Thomas S. Huang
Time Varying Dynamic Bayesian Network for Nonstationary Events Modeling and Online Inference. IEEE Trans. Signal Process. 59 (4) (2011)
Diego Herranz, Francisco Argüeso, Emanuele Salerno, Ercan E. Kuruoglu, Koray Kayabol
Bayesian MAP detection of extragalactic point sources in microwave astronomical images. ICIP (2011)
Jia Wang, Ercan E. Kuruoglu, Tao Zhou, Ercan Engin Kuruocheckglu
Alpha-Stable Channel Capacity. IEEE Commun. Lett. 15 (10) (2011)
Nikos Grammalidis, A. Enis Çetin, Kosmas Dimitropoulos, Filareti Tsalakanidou, Kivanç Köse, Osman Günay, Benedict Gouverneur, Dino Torri, Ercan E. Kuruoglu, Saverio Tozzi, Amel Benazza, Ferdaous Chaabane, Bilgin Kosucu, Cem Ersoy
A multi-sensor network for the protection of cultural heritage. EUSIPCO (2011)
Koray Kayabol, Ercan E. Kuruoglu, José Luis Sanz, Bülent Sankur, Emanuele Salerno, Diego Herranz
Adaptive Langevin Sampler for Separation of t-Distribution Modelled Astrophysical Maps. IEEE Trans. Image Process. 19 (9) (2010)
Koray Kayabol, Ercan E. Kuruoglu
-Distribution Prior for Image Source Separation from Blurred Observations. LVA/ICA (2010)
Deniz Gençaga, Ercan E. Kuruoglu, Aysin Ertüzün
Modeling non-Gaussian time-varying vector autoregressive processes by particle filtering. Multidimens. Syst. Signal Process. 21 (1) (2010)
Qing Yan, Ercan E. Kuruoglu, Xiaokang Yang, Yi Xu, Koray Kayabol
Separating Reflections from a Single Image Using Spatial Smoothness and Structure Information. LVA/ICA (2010)
Ercan E. Kuruoglu
Bayesian source separation for cosmology. IEEE Signal Process. Mag. 27 (1) (2010)
Koray Kayabol, Emanuele Salerno, José Luis Sanz, Diego Herranz, Ercan E. Kuruoglu
Blind source separation from multi-channel observations with channel-variant spatial resolutions. EUSIPCO (2010)
Ercan E. Kuruoglu
Dependent Component Analysis for Cosmology: A Case Study. LVA/ICA (2010)
Diego Salas-Gonzalez, Ercan E. Kuruoglu, Diego P. Ruiz
Modelling with mixture of symmetric stable distributions using Gibbs sampling. Signal Process. 90 (3) (2010)
Ercan E. Kuruoglu
New challenges in source separation for cosmology images. ISSPA (2010)
Simon P. Wilson, Ercan E. Kuruoglu, Alicia Quirós Carretero
Bayesian factor analysis using Gaussian mixture sources, with application to separation of the cosmic microwave background. CIP (2010)
Diego Herranz, José Luis Sanz, Ercan E. Kuruoglu
Filtering in the Time-Frequency domain for the detection of compact objects. EUSIPCO (2009)
Baijie Wang, Ercan E. Kuruoglu, Junying Zhang
ICA by Maximizing Non-stability. ICA (2009)
Zhaowen Wang, Ercan E. Kuruoglu, Xiaokang Yang, Yi Xu, Songyu Yu
Event recognition with time varying Hidden Markov Model. ICASSP (2009)
Diego Salas-Gonzalez, Ercan E. Kuruoglu, Diego P. Ruiz
Finite mixture of alpha-stable distributions. Digit. Signal Process. 19 (2) (2009)
Mehmet Tankut Özgen, Ercan E. Kuruoglu, Diego Herranz
Astrophysical image separation by blind time-frequency source separation methods. Digit. Signal Process. 19 (2) (2009)
Koray Kayabol, Ercan E. Kuruoglu, Bülent Sankur
Image Source Separation Using Color Channel Dependencies. ICA (2009)
Koray Kayabol, Ercan E. Kuruoglu, Bülent Sankur, Emanuele Salerno, Luigi Bedini
Fast MCMC separation for MRF modelled astrophysical components. ICIP (2009)
Koray Kayabol, Ercan E. Kuruoglu, Bülent Sankur
Bayesian Separation of Images Modeled With MRFs Using MCMC. IEEE Trans. Image Process. 18 (5) (2009)
Diego Salas-Gonzalez, Ercan E. Kuruoglu, Diego P. Ruiz
A heavy-tailed empirical Bayes method for replicated microarray data. Comput. Stat. Data Anal. 53 (5) (2009)
Onay Urfalioglu, Ercan E. Kuruoglu, A. Enis Çetin
Framework for online superimposed event detection by sequential Monte Carlo methods. ICASSP (2008)
Onay Urfalioglu, A. Enis Çetin, Ercan E. Kuruoglu
Levy walk evolution for global optimization. GECCO (2008)
Deniz Gençaga, Ercan E. Kuruoglu, Aysin Ertüzün, Sinan Yildirim
Estimation of time-varying AR SalphaS processes using Gibbs sampling. Signal Process. 88 (10) (2008)
Amir Leshem, Julian Christou, Brian D. Jeffs, Ercan E. Kuruoglu, Alle-Jan van der Veen
Introduction to the Issue on Signal Processing for Space Research and Astronomy. IEEE J. Sel. Top. Signal Process. 2 (5) (2008)
Koray Kayabol, Ercan E. Kuruoglu, Bülent Sankur
Image separation using iterated posterior point estimation. EUSIPCO (2008)
Simon P. Wilson, Ercan E. Kuruoglu, Emanuele Salerno
Fully Bayesian Source Separation of Astrophysical Images Modelled by Mixture of Gaussians. IEEE J. Sel. Top. Signal Process. 2 (5) (2008)
Deniz Gençaga, Aysin Ertüzün, Ercan E. Kuruoglu
Modeling of non-stationary autoregressive alpha-stable processes by particle filters. Digit. Signal Process. 18 (3) (2008)
Koray Kayabol, Bülent Sankur, Ercan E. Kuruoglu
Source separation in images via MRFS with variational approximation. EUSIPCO (2007)
Mauro Costagli, Ercan E. Kuruoglu
Image separation using particle filters. Digit. Signal Process. 17 (5) (2007)
Cesar F. Caiafa, Araceli N. Proto, Ercan E. Kuruoglu
Long correlation Gaussian random fields: Parameter estimation and noise reduction. Digit. Signal Process. 17 (4) (2007)
Alin Achim, Ercan E. Kuruoglu, Anastasios Bezerianos, Panagiotis Tsakalides
Comments on "A closed-form nonparametric Bayesian estimator in the wavelet domain of images using an approximate alpha-stable prior". Pattern Recognit. Lett. 28 (13) (2007)
Ercan E. Kuruoglu, Kevin H. Knuth
Special issue on Bayesian source separation. Digit. Signal Process. 17 (5) (2007)
Diego Salas-Gonzalez, Ercan E. Kuruoglu, Diego Pablo Ruiz Padillo
Estimation of Mixtures of Symmetric Alpha Stable Distributions With an Unknown Number of Components. ICASSP (5) (2006)
Alin Achim, Ercan E. Kuruoglu, Josiane Zerubia
SAR image filtering based on the heavy-tailed Rayleigh model. IEEE Trans. Image Process. 15 (9) (2006)
Diego Salas-Gonzalez, Ercan E. Kuruoglu, Diego P. Ruiz
Bayesian estimation of mixtures of skewed alpha stable distributions with an unknown number of components. EUSIPCO (2006)
Deniz Gençaga, Ercan E. Kuruoglu, Aysin Ertüzün
Estimation of time-varying autoregressive symmetric alpha stable processes by particle filters. EUSIPCO (2005)
Luigi Bedini, Diego Herranz, Emanuele Salerno, Carlo Baccigalupi, Ercan E. Kuruoglu, Anna Tonazzini
Separation of Correlated Astrophysical Sources Using Multiple-Lag Data Covariance Matrices. EURASIP J. Adv. Signal Process. 2005 (15) (2005)
Alin Achim, Ercan E. Kuruoglu
Image denoising using bivariate α-stable distributions in the complex wavelet domain. IEEE Signal Process. Lett. 12 (1) (2005)
Alin M. Achim, Ercan E. Kuruoglu, Josiane Zerubia
Maximum a posteriori estimation of Radar Cross Section in SAR images using the heavy-tailed Rayleigh model. EUSIPCO (2005)
Ercan E. Kuruoglu, Carlo Baccigalupi
Editorial. EURASIP J. Adv. Signal Process. 2005 (15) (2005)
Mauro Costagli, Ercan E. Kuruoglu, Alijah Ahmed
Astrophysical Source Separation Using Particle Filters. ICA (2004)
Ercan E. Kuruoglu, Josiane Zerubia
Modeling SAR images with a generalization of the Rayleigh distribution. IEEE Trans. Image Process. 13 (4) (2004)
Ercan E. Kuruoglu, Anna Tonazzini, Laura Bianchi
Source separation in noisy astrophysical images modelled by markov random fields. ICIP (2004)
Emanuele Salerno, Anna Tonazzini, Ercan E. Kuruoglu, Luigi Bedini, Diego Herranz, Carlo Baccigalupi
Source Separation Techniques Applied to Astrophysical Maps. KES (2004)
Alin Achim, Diego Herranz, Ercan E. Kuruoglu
Astrophysical image denoising using bivariate isotropic cauchy distributions in the undecimated wavelet domain. ICIP (2004)
Ercan E. Kuruoglu
Analytical representation for positive α-stable densities. ICASSP (6) (2003)
Ercan E. Kuruoglu, Luigi Bedini, Maria Teresa Paratore, Emanuele Salerno, Anna Tonazzini
Source separation in astrophysical maps using independent factor analysis. Neural Networks 16 (3-4) (2003)
Ercan E. Kuruoglu, Josiane Zerubia
Skewed alpha-stable distributions for modelling textures. Pattern Recognit. Lett. 24 (1-3) (2003)
Ercan E. Kuruoglu
Signal processing with heavy-tailed distributions. Signal Process. 82 (12) (2002)

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Publication Activity (10 Years)

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Ercan E. Kuruoglu