Okan K. Ersoy

99 papers A* 1B 1C 8Misc 5Journal 65Unranked 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
Confidence-Importance Balanced Replay and Restricted Knowledge Distillation for Incremental Learning in Remote Sensing Semantic Segmentation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zhe Zhao, Jiali Su, Jiangbo Xi, Zhenhong Li, Okan K. Ersoy
2025 J jnl
Dim and Small Object Detection Using Transform-Based Feature Accumulative Enhancing in Astronomical Optical Image Sequences.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jiangbo Xi, Xubin Liu, Haixing Shang, Xin Wei, Ming Cong, Okan K. Ersoy
2025 J jnl
Variational Discriminative Stacked Auto-Encoder: Feature Representation Using a Prelearned Discriminator, and Its Application to Industrial Process Monitoring.
IEEE Trans. Neural Networks Learn. Syst.
Jian Huang, Xiaoyang Sun, Steven X. Ding, Xu Yang, Okan K. Ersoy
2025 J jnl
t-SNVAE: Deep Probabilistic Learning With Local and Global Structures for Industrial Process Monitoring.
IEEE Trans. Artif. Intell.
Jian Huang, Zizhuo Liu, Xu Yang, Yupeng Liu, Zhaomin Lv, Kaixiang Peng, Okan K. Ersoy
2024 J jnl
Remote Sensing Image Captioning With Sequential Attention and Flexible Word Correlation.
IEEE Geosci. Remote. Sens. Lett.
Jie Wang, Binze Wang, Jiangbo Xi, Xue Bai, Okan K. Ersoy, Ming Cong, Siyan Gao, Zhe Zhao
2023 J jnl
Parallel Multistage Wide Neural Network.
IEEE Trans. Neural Networks Learn. Syst.
Jiangbo Xi, Okan K. Ersoy, Jianwu Fang, Tianjun Wu, Xin Wei, Chaoying Zhao
2022 J jnl
L∞ Metric based Multi-Objective Differential Evolution Algorithm and its Industrial Application.
J. Inf. Sci. Eng.
Zhan Guo, Okan K. Ersoy, Xuefeng Yan
2022 J jnl
Wide and Deep Fourier Neural Network for Hyperspectral Remote Sensing Image Classification.
Remote. Sens.
Jiangbo Xi, Okan K. Ersoy, Ming Cong, Chaoying Zhao, Wei Qu, Tianjun Wu
2021 — conf
Dynamic Multi-objective Optimization via Sliding Time Window and Parallel Computing.
ICSI (2)
Qinqin Fan, Yihao Wang, Okan K. Ersoy, Ning Li, Zhenzhong Chu
2021 J jnl
Dynamic Wide and Deep Neural Network for Hyperspectral Image Classification.
Remote. Sens.
Jiangbo Xi, Ming Cong, Okan K. Ersoy, Weibao Zou, Chaoying Zhao, Zhenhong Li, Junkai Gu, Tianjun Wu
2021 J jnl
Scalable Wide Neural Network: A Parallel, Incremental Learning Model Using Splitting Iterative Least Squares.
IEEE Access
Jiangbo Xi, Okan K. Ersoy, Jianwu Fang, Ming Cong, Xin Wei, Tianjun Wu
2021 J jnl
Wide Sliding Window and Subsampling Network for Hyperspectral Image Classification.
Remote. Sens.
Jiangbo Xi, Okan K. Ersoy, Jianwu Fang, Ming Cong, Tianjun Wu, Chaoying Zhao, Zhenhong Li
2021 J jnl
Zoning Search With Adaptive Resource Allocating Method for Balanced and Imbalanced Multimodal Multi-Objective Optimization.
IEEE CAA J. Autom. Sinica
Qinqin Fan, Okan K. Ersoy
2020 J jnl
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.
Zhan Guo, Okan K. Ersoy, Xuefeng Yan
2020 J jnl
Distributed Global Optimization (DGO).
CoRR
Homayoun Valafar, Okan K. Ersoy, Faramarz Valafar
2020 J jnl
Fast texture classification of denoised SAR image patches using GLCM on Spark.
Turkish J. Electr. Eng. Comput. Sci.
Caner Özcan, Okan K. Ersoy, Iskender Ulgen Ogul
2020 J jnl
Parallel Implementation of Distributed Global Optimization (DGO).
CoRR
Homayoun Valafar, Okan K. Ersoy, Faramarz Valafar
2020 J jnl
Parallel, Self Organizing, Consensus Neural Networks.
CoRR
Homayoun Valafar, Faramarz Valafar, Okan K. Ersoy
2020 J jnl
Probabilistic Diagnostic Tests for Degradation Problems in Supervised Learning.
CoRR
Gustavo A. Valencia-Zapata, Carolina Gonzalez-Canas, Michael G. Zentner, Okan K. Ersoy, Gerhard Klimeck
2020 J jnl
Space Debris Detection Using Feature Learning of Candidate Regions in Optical Image Sequences.
IEEE Access
Jiangbo Xi, Yaobing Xiang, Okan K. Ersoy, Ming Cong, Xin Wei, Junkai Gu
2019 J jnl
An Improved Real-Coded Genetic Algorithm Using the Heuristical Normal Distribution and Direction-Based Crossover.
Comput. Intell. Neurosci.
Jiquan Wang, Mingxin Zhang, Okan K. Ersoy, Kexin Sun, Yusheng Bi
2019 J jnl
Improvement and Application of Chicken Swarm Optimization for Constrained Optimization.
IEEE Access
Jiquan Wang, Zhiwen Cheng, Okan K. Ersoy, Mingxin Zhang, Kexin Sun, Yusheng Bi
2018 J jnl
Ladder Networks for Semi-Supervised Hyperspectral Image Classification.
CoRR
Julian Büchel, Okan K. Ersoy
2017 J jnl
A Statistical Approach to Increase Classification Accuracy in Supervised Learning Algorithms.
CoRR
Gustavo A. Valencia-Zapata, Daniel Mejia, Gerhard Klimeck, Michael G. Zentner, Okan K. Ersoy
2017 J jnl
Advancing the PROSPECT-5 Model to Simulate the Spectral Reflectance of Copper-Stressed Leaves.
Remote. Sens.
Chengye Zhang, Huazhong Ren, Yanzhen Liang, Suhong Liu, Qiming Qin, Okan K. Ersoy
2016 — conf
Character/text data compression and encryption by compressive sensing and hybrid cryptography.
SIU
Ertan Atar, Okan K. Ersoy, Lale Özyilmaz
2016 J jnl
Fusion of multifocus images by lattice structures.
J. Vis. Commun. Image Represent.
Nur Huseyin Kaplan, Isin Erer, Okan K. Ersoy
2016 J jnl
Multi-offspring genetic algorithm and its application to the traveling salesman problem.
Appl. Soft Comput.
Jiquan Wang, Okan K. Ersoy, Mengying He, Fulin Wang
2015 — conf
Cryptography with compressive sensing Orthogonal Matching Pursuit method.
SIU
Ertan Atar, Okan K. Ersoy, Lale Özyilmaz
2014 J jnl
Classifier Ensembles with the Extended Space Forest.
IEEE Trans. Knowl. Data Eng.
Mehmet Fatih Amasyali, Okan K. Ersoy
2014 — conf
Hyperspectral image classification by Multi-Scale Vector Tunnel.
SIU
Suleyman Demirci, Isin Erer, Okan K. Ersoy
2014 J jnl
Manifold-Learning-Based Feature Extraction for Classification of Hyperspectral Data: A Review of Advances in Manifold Learning.
IEEE Signal Process. Mag.
Dalton D. Lunga, Saurabh Prasad, Melba M. Crawford, Okan K. Ersoy
2014 J jnl
Multidimensional Artificial Field Embedding With Spatial Sensitivity.
IEEE Trans. Geosci. Remote. Sens.
Dalton D. Lunga, Okan K. Ersoy
2013 C conf
Dynamic hyperspectral embedding with a spatial sensitive graph.
IGARSS
Dalton D. Lunga, Okan K. Ersoy
2013 J jnl
Spherical Stochastic Neighbor Embedding of Hyperspectral Data.
IEEE Trans. Geosci. Remote. Sens.
Dalton D. Lunga, Okan K. Ersoy
2012 C conf
Feature selection by high dimensional model representation and its application to remote sensing.
IGARSS
Gülsen Taskin Kaya, Hüseyin Kaya, Okan K. Ersoy
2012 J jnl
Nonlinear Dynamic Field Embedding: On Hyperspectral Scene Visualization
CoRR
Dalton D. Lunga, Okan K. Ersoy
2011 — conf
Kent mixture model for classification of remote sensing data on spherical manifolds.
AIPR
Dalton D. Lunga, Okan K. Ersoy
2011 J jnl
Prediction of disorder with new computational tool: BVDEA.
Expert Syst. Appl.
Irem Ersöz Kaya, Turgay Ibrikci, Okan K. Ersoy
2011 J jnl
Spherical Classification of Remote Sensing Data.
Trans. Mach. Learn. Data Min.
Dalton D. Lunga, Okan K. Ersoy
2011 — conf
Spherical Nearest Neighbor Classification: Application to Hyperspectral Data.
MLDM
Dalton D. Lunga, Okan K. Ersoy
2011 J jnl
Support Vector Selection and Adaptation for Remote Sensing Classification.
IEEE Trans. Geosci. Remote. Sens.
Gülsen Taskin Kaya, Okan K. Ersoy, Mustafa E. Kamasak
2011 A* conf
Unsupervised Classification of Hyperspectral Images on Spherical Manifolds.
ICDM
Dalton D. Lunga, Okan K. Ersoy
2011 J jnl
Using Real-Time Decision Tools to Improve Distributed Decision-Making Capabilities in High-Magnitude Crisis Situations.
Decis. Sci.
Herbert Moskowitz, Paul Louis Drnevich, Okan K. Ersoy, Kemal Altinkemer, Alok R. Chaturvedi
2010 C conf
Hybrid SVM and SVSA method for classification of remote sensing images.
IGARSS
Gülsen Taskin Kaya, Okan K. Ersoy, Mustafa E. Kamasak
2010 — conf
Spectral and spatial classification of earthquake images by support vector selection and adaptation.
SoCPaR
Gülsen Taskin Kaya, Okan K. Ersoy, Mustafa E. Kamasak
2009 J jnl
Machine learning and genetic algorithms in pharmaceutical development and manufacturing processes.
Decis. Support Syst.
Hoi-Ming Chi, Herbert Moskowitz, Okan K. Ersoy, Kemal Altinkemer, Peter F. Gavin, Bret E. Huff, Bernard A. Olsen
2009 — conf
Support Vector Selection and Adaptation for Classification of Earthquake Images.
IGARSS (2)
Gülsen Taskin Kaya, Okan K. Ersoy, Mustafa E. Kamasak
2009 — conf
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.
IGARSS (4)
Gilbert Rochon, Magdy M. Abdel Wahab, Gamal Salah El Afandi, Gulay Altay, Okan K. Ersoy, Carol X. Song, Lan Zhao, Larry L. Biehl, Belal Elleithy, Mohammed Shokr, Mohamed Mohamed, Tarek A. El-Ghazawi, Darion Grant, Dev Niyogi
2008 J jnl
Cline: A New Decision-Tree Family.
IEEE Trans. Neural Networks
Mehmet Fatih Amasyali, Okan K. Ersoy
2008 J jnl
Consensual classification of drug and nondrug compounds.
Int. J. Comput. Biol. Drug Des.
Ayca C. Pehlivanli, Turgay Ibrikci, Okan K. Ersoy
2008 J jnl
Drug/nondrug classification with consensual Self-Organising Map and Self-Organising Global Ranking algorithms.
Int. J. Comput. Biol. Drug Des.
Ayca C. Pehlivanli, Okan K. Ersoy, Turgay Ibrikci
2007 J jnl
Border Vector Detection and Adaptation for Classification of Multispectral and Hyperspectral Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
N. Gökhan Kasapoglu, Okan K. Ersoy
2007 J jnl
Classification of proteins multiple-labelled and single-labelled with protein functional classes.
Int. J. Gen. Syst.
Mary Qu Yang, Jack Y. Yang, Okan K. Ersoy
2007 J jnl
Consensual and Hierarchical Classification of Remotely Sensed Multispectral Images.
IEEE Trans. Geosci. Remote. Sens.
Jaejoon Lee, Okan K. Ersoy
2007 J jnl
Modeling and optimizing a vendor managed replenishment system using machine learning and genetic algorithms.
Eur. J. Oper. Res.
Hoi-Ming Chi, Okan K. Ersoy, Herbert Moskowitz, Jim Ward
2007 J jnl
Toward Automated Intelligent Manufacturing Systems (AIMS).
INFORMS J. Comput.
Hoi-Ming Chi, Okan K. Ersoy, Herbert Moskowitz, Kemal Altinkemer
2005 — conf
A comparative evaluation of competitive learning algorithms for edge detection enhancement.
EUSIPCO
Tuba Sirin, Mehmet Izzet Saglam, Isin Erer, Muhittin Gokmen, Okan K. Ersoy
2005 J jnl
A statistical self-organizing learning system for remote sensing classification.
IEEE Trans. Geosci. Remote. Sens.
Hoi-Ming Chi, Okan K. Ersoy
2005 J jnl
A statistical, self-organizing learning system with validation.
Int. J. Gen. Syst.
Hoi-Ming Chi, Okan K. Ersoy
2005 C conf
DFT/RDFT bank approach for speckle reduction in SAR images.
IGARSS
Murat Sezgin, Isin Erer, Okan K. Ersoy
2005 — ch.
Sequential bifurcation Approach to Learning protein Functional Classes.
Advances in Bioinformatics and Its Applications
Mary Qu Yang, Okan K. Ersoy, Jack Y. Yang
2004 C conf
Feature extraction of SAR data based on eigenvector of texture samples.
IGARSS
N. Gökhan Kasapoglu, Okan K. Ersoy, Bingül Yazgan
2003 C conf
A Spectral-Spatial Classification Algorithm for Multispectral Remote Sensing Data.
ICANN
Hakan Karakahya, Bingül Yazgan, Okan K. Ersoy
2003 C conf
Exploring Protein Functional Relationships Using Genomic Information and Data Mining Techniques.
ICANN
Jack Y. Yang, Mary Qu Yang, Okan K. Ersoy
2003 J jnl
Recursive Update Algorithm for Least Squares Support Vector Machines.
Neural Process. Lett.
Hoi-Ming Chi, Okan K. Ersoy
2002 — conf
Multivariable decision feedback equalizer for space diversity in multi-input/output channel.
VTC Spring
Keeyoung Suh, Okan K. Ersoy
2000 J jnl
Neural network schemes for detecting rare events in human genomic DNA.
Bioinform.
Wooyoung Choe, Okan K. Ersoy, Minou Bina
1999 B conf
Parallel, self organizing, consensus neural networks.
IJCNN
Homayoun Valafar, Faramarz Valafar, Okan K. Ersoy
1998 J jnl
Classification accuracy improvement of neural network classifiers by using unlabeled data.
IEEE Trans. Geosci. Remote. Sens.
M. T. Fardanesh, Okan K. Ersoy
1998 — conf
Optimal Block-Size Selection for Iterative Reconstruction of Images from Projections.
ICIP (2)
Emre O. Velipasaoglu, Okan K. Ersoy
1998 — ch.
Parallel, self-organizing, hierarchical neural network systems.
Algorithms and Architectures
Okan K. Ersoy
1997 J jnl
Parallel consensual neural networks.
IEEE Trans. Neural Networks
Jón Atli Benediktsson, Johannes R. Sveinsson, Okan K. Ersoy, Philip H. Swain
1996 — conf
Block iterative methods for Bayesian segmentation of positron emission tomography images.
ICIP (2)
Emre O. Velipasaoglu, Okan K. Ersoy
1996 — conf
Distributed global optimization (DGO).
ICNN
Homayoun Valafar, Okan K. Ersoy, Faramarz Valafar
1995 Misc conf
A Parallel Implementation of Backpropagation Neural Network on MasPar MP-1.
PDPTA
Faramarz Valafar, Okan K. Ersoy
1995 J jnl
A multilayer incremental neural network architecture for classification.
Neural Process. Lett.
Tamer Ölmez, Ertugrul Yazgan, Okan K. Ersoy
1995 — conf
Comparative studies of two neural network architectures for modeling of human speech production.
ICNN
Faramarz Valafar, Homayoun Valafar, Okan K. Ersoy, Richard G. Schwartz
1995 J jnl
Parallel, self-organizing, hierarchical neural networks with continuous inputs and outputs.
IEEE Trans. Neural Networks
Okan K. Ersoy, Shi-Wee Deng
1994 J jnl
A comparative review of real and complex Fourier-related transforms.
Proc. IEEE
Okan K. Ersoy
1994 C conf
PNS Modules for the Synthesis of Parallel Self-Organizing Hierarchical Neural Networks.
ISCAS
Faramarz Valafar, Okan K. Ersoy
1993 — conf
Parallel consensual neural networks.
ICNN
Jón Atli Benediktsson, Johannes R. Sveinsson, Okan K. Ersoy, Philip H. Swain
1993 J jnl
Parallel, self-organizing, hierarchical neural networks. II.
IEEE Trans. Ind. Electron.
Okan K. Ersoy, Daesik Hong
1992 J jnl
Fast algorithms for the discrete Fourier preprocessing transforms.
IEEE Trans. Signal Process.
Okan K. Ersoy, Neng-Chung Hu
1992 J jnl
Generalized discrete Hartley transforms.
IEEE Trans. Signal Process.
Neng-Chung Hu, Hong-I Chang, Okan K. Ersoy
1992 J jnl
Image Coding with the Discrete Cosine-III Transform.
IEEE J. Sel. Areas Commun.
Okan K. Ersoy, Ahmed Nouira
1991 J jnl
Optimal adaptive multistage image transform coding.
IEEE Trans. Circuits Syst. Video Technol.
Sabzali Aghagolzadeh, Okan K. Ersoy
1990 J jnl
Parallel, self-organizing, hierarchical neural networks.
IEEE Trans. Neural Networks
Okan K. Ersoy, Daesik Hong
1989 Misc conf
Neural network learning paradigms involving nonlinear spectral processing.
ICASSP
Okan K. Ersoy, Daesik Hong
1988 Misc conf
Fast algorithms for the real discrete Fourier transform.
ICASSP
Okan K. Ersoy, Neng-Chung Hu
1988 J jnl
On Walsh-domain versus RDFT filtering.
IEEE Trans. Acoust. Speech Signal Process.
Okan K. Ersoy
1988 Misc conf
Speech recognition with the discrete rectangular wave transform.
ICASSP
D. Y. Kim, B. J. Stanton, Okan K. Ersoy, Leah H. Jamieson
1988 J jnl
Transform-coding of images with reduced complexity.
Comput. Vis. Graph. Image Process.
Okan K. Ersoy, C. H. Chen
1987 J jnl
A two-stage representation of DFT and its applications.
IEEE Trans. Acoust. Speech Signal Process.
Okan K. Ersoy
1987 Misc conf
A unified approach to the fast computation of all discrete trigonometric transforms.
ICASSP
Okan K. Ersoy, Neng-Chung Hu
1987 — conf
New methods for real-time signal and image recognition.
FJCC
Okan K. Ersoy, D. Y. Kim
1985 J jnl
On relating discrete Fourier, sine, and symmetric cosine transforms.
IEEE Trans. Acoust. Speech Signal Process.
Okan K. Ersoy
1985 J jnl
Real discrete Fourier transform.
IEEE Trans. Acoust. Speech Signal Process.
Okan K. Ersoy
1985 J jnl
Semisystolic Array Implementation of Circular, Skew Circular, and; Linear Convolutions.
IEEE Trans. Computers
Okan K. Ersoy