Ercan E. Kuruoglu
Orcid: 0000-0002-2608-8034
According to our database1,
Ercan E. Kuruoglu
authored at least 151 papers
between 1992 and 2025.
Collaborative distances:
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Bibliography
2025
Digit. Signal Process., 2025
2024
Beyond Photometric Consistency: Geometry-Based Occlusion-Aware Unsupervised Light Field Disparity Estimation.
IEEE Trans. Neural Networks Learn. Syst., November, 2024
Exploring Weight Distributions and Dependence in Neural Networks With $\alpha$-Stable Distributions.
IEEE Trans. Artif. Intell., November, 2024
Transformer-Based Light Field Geometry Learning for No-Reference Light Field Image Quality Assessment.
IEEE Trans. Broadcast., June, 2024
IEEE Trans. Artif. Intell., June, 2024
HGR Correlation Pooling Fusion Framework for Recognition and Classification in Multimodal Remote Sensing Data.
Remote. Sens., May, 2024
Cross-Sign Language Transfer Learning Using Domain Adaptation with Multi-scale Temporal Alignment.
Multim. Tools Appl., April, 2024
Entropy, April, 2024
Portfolio Selection via Graph-Aware Gaussian Processes With Generalized Gaussian Likelihood.
IEEE Trans. Artif. Intell., February, 2024
Attention based hybrid parametric and neural network models for non-stationary time series prediction.
Expert Syst. J. Knowl. Eng., February, 2024
IEEE Trans. Geosci. Remote. Sens., 2024
MHFNet: An Improved HGR Multimodal Network for Informative Correlation Fusion in Remote Sensing Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
CoRR, 2024
Adaptive Least Mean Squares Graph Neural Networks and Online Graph Signal Estimation.
CoRR, 2024
Proceedings of the International Joint Conference on Neural Networks, 2024
Proceedings of the International Joint Conference on Neural Networks, 2024
Proceedings of the IEEE International Conference on Acoustics, 2024
Optimizing Trading Strategies in Quantitative Markets Using Multi-Agent Reinforcement Learning.
Proceedings of the IEEE International Conference on Acoustics, 2024
2023
Comput. Biol. Chem., October, 2023
J. Signal Process. Syst., January, 2023
IEEE Trans. Signal Inf. Process. over Networks, 2023
IEEE Signal Process. Lett., 2023
CoRR, 2023
From Bandits Model to Deep Deterministic Policy Gradient, Reinforcement Learning with Contextual Information.
CoRR, 2023
Strategic Trading in Quantitative Markets through Multi-Agent Reinforcement Learning.
CoRR, 2023
SDG-L: A Semiparametric Deep Gaussian Process based Framework for Battery Capacity Prediction.
Proceedings of the IEEE International Conference on Acoustics, 2023
Fast Cauchy-Rician Modelling of SAR Images With Method of Algebraic Moments Estimator.
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023
2022
IEEE Trans. Geosci. Remote. Sens., 2022
Pattern Recognit. Lett., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
Unsupervised learning of light field depth estimation with spatial and angular consistencies.
Neurocomputing, 2022
Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
2021
Signal Process., 2021
Digit. Signal Process., 2021
Digit. Signal Process., 2021
Digit. Signal Process., 2021
Modeling brain connectivity dynamics in functional magnetic resonance imaging via particle filtering.
Brain Informatics, 2021
Proceedings of the 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021
Proceedings of the 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021
Enhancing Neural Network Based Hybrid Learning with Empirical Wavelet Transform for Time Series Forecasting.
Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021
How Does Policy Stringency Affect the Spread of COVID-19 Pandemic? A Country Level Study.
Proceedings of the 29th European Signal Processing Conference, 2021
2020
Signal Image Video Process., 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
An Iteratively Reweighted Instrumental-Variable Estimator for Robust 3-D AOA Localization in Impulsive Noise.
IEEE Trans. Signal Process., 2019
IEEE Trans. Image Process., 2019
Proceedings of the 27th European Signal Processing Conference, 2019
Investigating Time-Varying Brain Connectivity with Functional Magnetic Resonance Imaging using Sequential Monte Carlo.
Proceedings of the 27th European Signal Processing Conference, 2019
2018
Signal Process., 2018
IEEE Access, 2018
2017
Signal Process., 2017
Signal Process., 2017
Proceedings of the 25th European Signal Processing Conference, 2017
2016
IEEE ACM Trans. Comput. Biol. Bioinform., 2016
Variance analysis of unbiased least ℓ<sub>p</sub>-norm estimator in non-Gaussian noise.
Signal Process., 2016
Bayesian estimation of polynomial moving average models with unknown degree of nonlinearity.
Proceedings of the 24th European Signal Processing Conference, 2016
2015
Digit. Signal Process., 2015
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015
Estimation of the nonlinearity degree for polynomial autoregressiv processes with RJMCMC.
Proceedings of the 23rd European Signal Processing Conference, 2015
2014
Evidence of a cancer type-specific distribution for consecutive somatic mutation distances.
Comput. Biol. Chem., 2014
Proceedings of the IEEE Workshop on Statistical Signal Processing, 2014
Proceedings of the IEEE Workshop on Statistical Signal Processing, 2014
Understanding Elderly Needs for Designing a Digitally Extended Environment via Tablets.
Proceedings of the HCI International 2014 - Posters' Extended Abstracts, 2014
2013
Signal Image Video Process., 2013
Int. J. Inf. Commun. Technol., 2013
Using Generic Order Moments for separation of dependent sources with linear conditional expectations.
Proceedings of the 21st European Signal Processing Conference, 2013
2012
Expert Syst. Appl., 2012
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012
2011
Time Varying Dynamic Bayesian Network for Nonstationary Events Modeling and Online Inference.
IEEE Trans. Signal Process., 2011
Bayesian MAP detection of extragalactic point sources in microwave astronomical images.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Proceedings of the 19th European Signal Processing Conference, 2011
2010
Adaptive Langevin Sampler for Separation of t-Distribution Modelled Astrophysical Maps.
IEEE Trans. Image Process., 2010
Signal Process., 2010
Modeling non-Gaussian time-varying vector autoregressive processes by particle filtering.
Multidimens. Syst. Signal Process., 2010
Proceedings of the 10th International Conference on Information Sciences, 2010
Separating Reflections from a Single Image Using Spatial Smoothness and Structure Information.
Proceedings of the Latent Variable Analysis and Signal Separation, 2010
Proceedings of the Latent Variable Analysis and Signal Separation, 2010
Non-stationary <i>t</i>-Distribution Prior for Image Source Separation from Blurred Observations.
Proceedings of the Latent Variable Analysis and Signal Separation, 2010
Blind source separation from multi-channel observations with channel-variant spatial resolutions.
Proceedings of the 18th European Signal Processing Conference, 2010
Bayesian factor analysis using Gaussian mixture sources, with application to separation of the cosmic microwave background.
Proceedings of the 2nd International Workshop on Cognitive Information Processing, 2010
2009
IEEE Trans. Image Process., 2009
Digit. Signal Process., 2009
Comput. Stat. Data Anal., 2009
Proceedings of the Independent Component Analysis and Signal Separation, 2009
Proceedings of the Independent Component Analysis and Signal Separation, 2009
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the 17th European Signal Processing Conference, 2009
2008
Signal Process., 2008
Fully Bayesian Source Separation of Astrophysical Images Modelled by Mixture of Gaussians.
IEEE J. Sel. Top. Signal Process., 2008
IEEE J. Sel. Top. Signal Process., 2008
Modeling of non-stationary autoregressive alpha-stable processes by particle filters.
Digit. Signal Process., 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
Proceedings of the 2008 16th European Signal Processing Conference, 2008
2007
Advanced Feature Recognition and Classification Using Artificial Intelligence Paradigms.
Proceedings of the Artificial Intelligence in Recognition and Classification of Astrophysical and Medical Images., 2007
Comments on "A closed-form nonparametric Bayesian estimator in the wavelet domain of images using an approximate alpha-stable prior".
Pattern Recognit. Lett., 2007
Digit. Signal Process., 2007
Proceedings of the 15th European Signal Processing Conference, 2007
2006
IEEE Trans. Image Process., 2006
Estimation of Mixtures of Symmetric Alpha Stable Distributions With an Unknown Number of Components.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Bayesian estimation of mixtures of skewed alpha stable distributions with an unknown number of components.
Proceedings of the 14th European Signal Processing Conference, 2006
2005
Image denoising using bivariate α-stable distributions in the complex wavelet domain.
IEEE Signal Process. Lett., 2005
Separation of Correlated Astrophysical Sources Using Multiple-Lag Data Covariance Matrices.
EURASIP J. Adv. Signal Process., 2005
Estimation of time-varying autoregressive symmetric alpha stable processes by particle filters.
Proceedings of the 13th European Signal Processing Conference, 2005
Maximum a posteriori estimation of Radar Cross Section in SAR images using the heavy-tailed Rayleigh model.
Proceedings of the 13th European Signal Processing Conference, 2005
2004
IEEE Trans. Image Process., 2004
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004
Source separation in noisy astrophysical images modelled by markov random fields.
Proceedings of the 2004 International Conference on Image Processing, 2004
Astrophysical image denoising using bivariate isotropic cauchy distributions in the undecimated wavelet domain.
Proceedings of the 2004 International Conference on Image Processing, 2004
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004
2003
Pattern Recognit. Lett., 2003
Neural Networks, 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
2002
Time-frequency-based detection in impulsive noise environments using alpha-stable noise models.
Signal Process., 2002
Nonlinear Least l<sub>p</sub>-Norm Filters for Nonlinear Autoregressive alpha-Stable Processes.
Digit. Signal Process., 2002
Proceedings of the 11th European Signal Processing Conference, 2002
2001
IEEE Trans. Signal Process., 2001
2000
Proceedings of the ACM Multimedia 2000 Workshops, Los Angeles, CA, USA, October 30, 2000
Proceedings of the IEEE International Conference on Acoustics, 2000
1998
Signal Process., 1998
Near optimal detection of signals in impulsive noise modeled with a symmetric α-stable distribution.
IEEE Commun. Lett., 1998
Proceedings of the 9th European Signal Processing Conference, 1998
1997
Least L<sub>p</sub>-norm estimation of autoregressive model coefficients of symmetric α-stable processes.
IEEE Signal Process. Lett., 1997
Nonlinear autoregressive modeling of non-Gaussian signals using l <sub>p</sub>-norm techniques.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997
1992
Proceedings of the Coding And Quantization, 1992