Okan K. Ersoy

Orcid: 0000-0002-7626-0584

Affiliations:
  • Purdue University, School of Electrical and Computer Engineering, West Lafayette, USA


According to our database1, Okan K. Ersoy authored at least 92 papers between 1985 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Awards

IEEE Fellow

IEEE Fellow 2000, "For contributions to the theory and applications of Fourier-related transforms, signal/image processing and object recognition, neural networks, and optical information processing.".

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2024
Remote Sensing Image Captioning With Sequential Attention and Flexible Word Correlation.
IEEE Geosci. Remote. Sens. Lett., 2024

2023
Parallel Multistage Wide Neural Network.
IEEE Trans. Neural Networks Learn. Syst., August, 2023

2022
Wide and Deep Fourier Neural Network for Hyperspectral Remote Sensing Image Classification.
Remote. Sens., 2022

L∞ Metric based Multi-Objective Differential Evolution Algorithm and its Industrial Application.
J. Inf. Sci. Eng., 2022

2021
Wide Sliding Window and Subsampling Network for Hyperspectral Image Classification.
Remote. Sens., 2021

Dynamic Wide and Deep Neural Network for Hyperspectral Image Classification.
Remote. Sens., 2021

Zoning Search With Adaptive Resource Allocating Method for Balanced and Imbalanced Multimodal Multi-Objective Optimization.
IEEE CAA J. Autom. Sinica, 2021

Scalable Wide Neural Network: A Parallel, Incremental Learning Model Using Splitting Iterative Least Squares.
IEEE Access, 2021

Dynamic Multi-objective Optimization via Sliding Time Window and Parallel Computing.
Proceedings of the Advances in Swarm Intelligence - 12th International Conference, 2021

2020
A multi-objective differential evolutionary algorithm with angle-based objective space division and parameter adaption for solving sodium gluconate production process and benchmark problems.
Swarm Evol. Comput., 2020

Fast texture classification of denoised SAR image patches using GLCM on Spark.
Turkish J. Electr. Eng. Comput. Sci., 2020

Parallel Implementation of Distributed Global Optimization (DGO).
CoRR, 2020

Probabilistic Diagnostic Tests for Degradation Problems in Supervised Learning.
CoRR, 2020

Space Debris Detection Using Feature Learning of Candidate Regions in Optical Image Sequences.
IEEE Access, 2020

2019
An Improved Real-Coded Genetic Algorithm Using the Heuristical Normal Distribution and Direction-Based Crossover.
Comput. Intell. Neurosci., 2019

Improvement and Application of Chicken Swarm Optimization for Constrained Optimization.
IEEE Access, 2019

2018
Ladder Networks for Semi-Supervised Hyperspectral Image Classification.
CoRR, 2018

2017
Advancing the PROSPECT-5 Model to Simulate the Spectral Reflectance of Copper-Stressed Leaves.
Remote. Sens., 2017

A Statistical Approach to Increase Classification Accuracy in Supervised Learning Algorithms.
CoRR, 2017

2016
Fusion of multifocus images by lattice structures.
J. Vis. Commun. Image Represent., 2016

Multi-offspring genetic algorithm and its application to the traveling salesman problem.
Appl. Soft Comput., 2016

Character/text data compression and encryption by compressive sensing and hybrid cryptography.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

2015
Cryptography with compressive sensing Orthogonal Matching Pursuit method.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

2014
Classifier Ensembles with the Extended Space Forest.
IEEE Trans. Knowl. Data Eng., 2014

Multidimensional Artificial Field Embedding With Spatial Sensitivity.
IEEE Trans. Geosci. Remote. Sens., 2014

Manifold-Learning-Based Feature Extraction for Classification of Hyperspectral Data: A Review of Advances in Manifold Learning.
IEEE Signal Process. Mag., 2014

Hyperspectral image classification by Multi-Scale Vector Tunnel.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

2013
Spherical Stochastic Neighbor Embedding of Hyperspectral Data.
IEEE Trans. Geosci. Remote. Sens., 2013

Dynamic hyperspectral embedding with a spatial sensitive graph.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012
Nonlinear Dynamic Field Embedding: On Hyperspectral Scene Visualization
CoRR, 2012

Feature selection by high dimensional model representation and its application to remote sensing.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
Support Vector Selection and Adaptation for Remote Sensing Classification.
IEEE Trans. Geosci. Remote. Sens., 2011

Spherical Classification of Remote Sensing Data.
Trans. Mach. Learn. Data Min., 2011

Prediction of disorder with new computational tool: BVDEA.
Expert Syst. Appl., 2011

Using Real-Time Decision Tools to Improve Distributed Decision-Making Capabilities in High-Magnitude Crisis Situations.
Decis. Sci., 2011

Spherical Nearest Neighbor Classification: Application to Hyperspectral Data.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2011

Unsupervised Classification of Hyperspectral Images on Spherical Manifolds.
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2011

Kent mixture model for classification of remote sensing data on spherical manifolds.
Proceedings of the 2011 IEEE Applied Imagery Pattern Recognition Workshop: Imaging for Decision Making, 2011

2010
Spectral and spatial classification of earthquake images by support vector selection and adaptation.
Proceedings of the Second International Conference of Soft Computing and Pattern Recognition, 2010

Hybrid SVM and SVSA method for classification of remote sensing images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

2009
Machine learning and genetic algorithms in pharmaceutical development and manufacturing processes.
Decis. Support Syst., 2009

The Kamal Ewida Earth Observatory: A NATO Supported Real-time Remote Sensing Receiving Station being Established in Egypt with HPC-enabled Near-real-time Data Products for Mitigation of Environmental & Public Health Disasters.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Support Vector Selection and Adaptation for Classification of Earthquake Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

2008
Cline: A New Decision-Tree Family.
IEEE Trans. Neural Networks, 2008

Consensual classification of drug and nondrug compounds.
Int. J. Comput. Biol. Drug Des., 2008

Drug/nondrug classification with consensual Self-Organising Map and Self-Organising Global Ranking algorithms.
Int. J. Comput. Biol. Drug Des., 2008

2007
Consensual and Hierarchical Classification of Remotely Sensed Multispectral Images.
IEEE Trans. Geosci. Remote. Sens., 2007

Border Vector Detection and Adaptation for Classification of Multispectral and Hyperspectral Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2007

Toward Automated Intelligent Manufacturing Systems (AIMS).
INFORMS J. Comput., 2007

Classification of proteins multiple-labelled and single-labelled with protein functional classes.
Int. J. Gen. Syst., 2007

Modeling and optimizing a vendor managed replenishment system using machine learning and genetic algorithms.
Eur. J. Oper. Res., 2007

2005
A statistical self-organizing learning system for remote sensing classification.
IEEE Trans. Geosci. Remote. Sens., 2005

A statistical, self-organizing learning system with validation.
Int. J. Gen. Syst., 2005

DFT/RDFT bank approach for speckle reduction in SAR images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

A comparative evaluation of competitive learning algorithms for edge detection enhancement.
Proceedings of the 13th European Signal Processing Conference, 2005

Sequential bifurcation Approach to Learning protein Functional Classes.
Proceedings of the Advances in Bioinformatics and Its Applications, 2005

2004
Feature extraction of SAR data based on eigenvector of texture samples.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

2003
Recursive Update Algorithm for Least Squares Support Vector Machines.
Neural Process. Lett., 2003

Exploring Protein Functional Relationships Using Genomic Information and Data Mining Techniques.
Proceedings of the Artificial Neural Networks and Neural Information Processing, 2003

A Spectral-Spatial Classification Algorithm for Multispectral Remote Sensing Data.
Proceedings of the Artificial Neural Networks and Neural Information Processing, 2003

2002
Multivariable decision feedback equalizer for space diversity in multi-input/output channel.
Proceedings of the 55th IEEE Vehicular Technology Conference, 2002

2000
Neural network schemes for detecting rare events in human genomic DNA.
Bioinform., 2000

1999
Parallel, self organizing, consensus neural networks.
Proceedings of the International Joint Conference Neural Networks, 1999

1998
Classification accuracy improvement of neural network classifiers by using unlabeled data.
IEEE Trans. Geosci. Remote. Sens., 1998

Optimal Block-Size Selection for Iterative Reconstruction of Images from Projections.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Parallel, self-organizing, hierarchical neural network systems.
Proceedings of the Algorithms and Architectures., 1998

1997
Parallel consensual neural networks.
IEEE Trans. Neural Networks, 1997

1996
Distributed global optimization (DGO).
Proceedings of International Conference on Neural Networks (ICNN'96), 1996

Block iterative methods for Bayesian segmentation of positron emission tomography images.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

1995
Parallel, self-organizing, hierarchical neural networks with continuous inputs and outputs.
IEEE Trans. Neural Networks, 1995

A multilayer incremental neural network architecture for classification.
Neural Process. Lett., 1995

A Parallel Implementation of Backpropagation Neural Network on MasPar MP-1.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 1995

Comparative studies of two neural network architectures for modeling of human speech production.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

1994
A comparative review of real and complex Fourier-related transforms.
Proc. IEEE, 1994

PNS Modules for the Synthesis of Parallel Self-Organizing Hierarchical Neural Networks.
Proceedings of the 1994 IEEE International Symposium on Circuits and Systems, ISCAS 1994, London, England, UK, May 30, 1994

1993
Parallel, self-organizing, hierarchical neural networks. II.
IEEE Trans. Ind. Electron., 1993

1992
Generalized discrete Hartley transforms.
IEEE Trans. Signal Process., 1992

Fast algorithms for the discrete Fourier preprocessing transforms.
IEEE Trans. Signal Process., 1992

Image Coding with the Discrete Cosine-III Transform.
IEEE J. Sel. Areas Commun., 1992

1991
Optimal adaptive multistage image transform coding.
IEEE Trans. Circuits Syst. Video Technol., 1991

1990
Parallel, self-organizing, hierarchical neural networks.
IEEE Trans. Neural Networks, 1990

1989
Neural network learning paradigms involving nonlinear spectral processing.
Proceedings of the IEEE International Conference on Acoustics, 1989

1988
On Walsh-domain versus RDFT filtering.
IEEE Trans. Acoust. Speech Signal Process., 1988

Transform-coding of images with reduced complexity.
Comput. Vis. Graph. Image Process., 1988

Speech recognition with the discrete rectangular wave transform.
Proceedings of the IEEE International Conference on Acoustics, 1988

Fast algorithms for the real discrete Fourier transform.
Proceedings of the IEEE International Conference on Acoustics, 1988

1987
A two-stage representation of DFT and its applications.
IEEE Trans. Acoust. Speech Signal Process., 1987

A unified approach to the fast computation of all discrete trigonometric transforms.
Proceedings of the IEEE International Conference on Acoustics, 1987

New methods for real-time signal and image recognition.
Proceedings of the 1987 Fall Joint Computer Conference on Exploring technology: today and tomorrow, 1987

1985
Real discrete Fourier transform.
IEEE Trans. Acoust. Speech Signal Process., 1985

On relating discrete Fourier, sine, and symmetric cosine transforms.
IEEE Trans. Acoust. Speech Signal Process., 1985

Semisystolic Array Implementation of Circular, Skew Circular, and; Linear Convolutions.
IEEE Trans. Computers, 1985


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