Okan K. Ersoy

Publication Activity (10 Years)

Years Active: 1985-2024
Publications (10 Years): 24

Top Topics

Differential Evolution

Increase Classification Accuracy

Top Venues

Publications

Jie Wang, Binze Wang, Jiangbo Xi, Xue Bai, Okan K. Ersoy, Ming Cong, Siyan Gao, Zhe Zhao
Remote Sensing Image Captioning With Sequential Attention and Flexible Word Correlation. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Jiangbo Xi, Okan K. Ersoy, Jianwu Fang, Tianjun Wu, Xin Wei, Chaoying Zhao
Parallel Multistage Wide Neural Network. IEEE Trans. Neural Networks Learn. Syst. 34 (8) (2023)
Zhan Guo, Okan K. Ersoy, Xuefeng Yan
L∞ Metric based Multi-Objective Differential Evolution Algorithm and its Industrial Application. J. Inf. Sci. Eng. 38 (3) (2022)
Jiangbo Xi, Okan K. Ersoy, Ming Cong, Chaoying Zhao, Wei Qu, Tianjun Wu
Wide and Deep Fourier Neural Network for Hyperspectral Remote Sensing Image Classification. Remote. Sens. 14 (12) (2022)
Jiangbo Xi, Ming Cong, Okan K. Ersoy, Weibao Zou, Chaoying Zhao, Zhenhong Li, Junkai Gu, Tianjun Wu
Dynamic Wide and Deep Neural Network for Hyperspectral Image Classification. Remote. Sens. 13 (13) (2021)
Qinqin Fan, Yihao Wang, Okan K. Ersoy, Ning Li, Zhenzhong Chu
Dynamic Multi-objective Optimization via Sliding Time Window and Parallel Computing. ICSI (2) (2021)
Qinqin Fan, Okan K. Ersoy
Zoning Search With Adaptive Resource Allocating Method for Balanced and Imbalanced Multimodal Multi-Objective Optimization. IEEE CAA J. Autom. Sinica 8 (6) (2021)
Jiangbo Xi, Okan K. Ersoy, Jianwu Fang, Ming Cong, Xin Wei, Tianjun Wu
Scalable Wide Neural Network: A Parallel, Incremental Learning Model Using Splitting Iterative Least Squares. IEEE Access 9 (2021)
Jiangbo Xi, Okan K. Ersoy, Jianwu Fang, Ming Cong, Tianjun Wu, Chaoying Zhao, Zhenhong Li
Wide Sliding Window and Subsampling Network for Hyperspectral Image Classification. Remote. Sens. 13 (7) (2021)
Zhan Guo, Okan K. Ersoy, Xuefeng Yan
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. 55 (2020)
Caner Özcan, Okan K. Ersoy, Iskender Ulgen Ogul
Fast texture classification of denoised SAR image patches using GLCM on Spark. Turkish J. Electr. Eng. Comput. Sci. 28 (1) (2020)
Gustavo A. Valencia-Zapata, Carolina Gonzalez-Canas, Michael G. Zentner, Okan K. Ersoy, Gerhard Klimeck
Probabilistic Diagnostic Tests for Degradation Problems in Supervised Learning. CoRR (2020)
Homayoun Valafar, Okan K. Ersoy, Farmaraz Valafar
Parallel Implementation of Distributed Global Optimization (DGO). CoRR (2020)
Jiangbo Xi, Yaobing Xiang, Okan K. Ersoy, Ming Cong, Xin Wei, Junkai Gu
Space Debris Detection Using Feature Learning of Candidate Regions in Optical Image Sequences. IEEE Access 8 (2020)
Homayoun Valafar, Okan K. Ersoy, Faramarz Valafar
Distributed Global Optimization (DGO). CoRR (2020)
Homayoun Valafar, Faramarz Valafar, Okan K. Ersoy
Parallel, Self Organizing, Consensus Neural Networks. CoRR (2020)
Jiquan Wang, Mingxin Zhang, Okan K. Ersoy, Kexin Sun, Yusheng Bi
An Improved Real-Coded Genetic Algorithm Using the Heuristical Normal Distribution and Direction-Based Crossover. Comput. Intell. Neurosci. 2019 (2019)
Jiquan Wang, Zhiwen Cheng, Okan K. Ersoy, Mingxin Zhang, Kexin Sun, Yusheng Bi
Improvement and Application of Chicken Swarm Optimization for Constrained Optimization. IEEE Access 7 (2019)
Julian Büchel, Okan K. Ersoy
Ladder Networks for Semi-Supervised Hyperspectral Image Classification. CoRR (2018)
Gustavo A. Valencia-Zapata, Daniel Mejia, Gerhard Klimeck, Michael G. Zentner, Okan K. Ersoy
A Statistical Approach to Increase Classification Accuracy in Supervised Learning Algorithms. CoRR (2017)
Cheng Ye Zhang, Huazhong Ren, Yanzhen Liang, Suhong Liu, Qiming Qin, Okan K. Ersoy
Advancing the PROSPECT-5 Model to Simulate the Spectral Reflectance of Copper-Stressed Leaves. Remote. Sens. 9 (11) (2017)
Jiquan Wang, Okan K. Ersoy, Mengying He, Fulin Wang
Multi-offspring genetic algorithm and its application to the traveling salesman problem. Appl. Soft Comput. 43 (2016)
Ertan Atar, Okan K. Ersoy, Lale Özyilmaz
Character/text data compression and encryption by compressive sensing and hybrid cryptography. SIU (2016)
Nur Huseyin Kaplan, Isin Erer, Okan K. Ersoy
Fusion of multifocus images by lattice structures. J. Vis. Commun. Image Represent. 38 (2016)
Ertan Atar, Okan K. Ersoy, Lale Özyilmaz
Cryptography with compressive sensing Orthogonal Matching Pursuit method. SIU (2015)
Dalton D. Lunga, Okan K. Ersoy
Multidimensional Artificial Field Embedding With Spatial Sensitivity. IEEE Trans. Geosci. Remote. Sens. 52 (2) (2014)
Suleyman Demirci, Isin Erer, Okan K. Ersoy
Hyperspectral image classification by Multi-Scale Vector Tunnel. SIU (2014)
Dalton D. Lunga, Saurabh Prasad, Melba M. Crawford, Okan K. Ersoy
Manifold-Learning-Based Feature Extraction for Classification of Hyperspectral Data: A Review of Advances in Manifold Learning. IEEE Signal Process. Mag. 31 (1) (2014)
Mehmet Fatih Amasyali, Okan K. Ersoy
Classifier Ensembles with the Extended Space Forest. IEEE Trans. Knowl. Data Eng. 26 (3) (2014)
Dalton D. Lunga, Okan K. Ersoy
Spherical Stochastic Neighbor Embedding of Hyperspectral Data. IEEE Trans. Geosci. Remote. Sens. 51 (2) (2013)
Dalton D. Lunga, Okan K. Ersoy
Dynamic hyperspectral embedding with a spatial sensitive graph. IGARSS (2013)
Dalton D. Lunga, Okan K. Ersoy
Nonlinear Dynamic Field Embedding: On Hyperspectral Scene Visualization CoRR (2012)
Gülsen Taskin Kaya, Hüseyin Kaya, Okan K. Ersoy
Feature selection by high dimensional model representation and its application to remote sensing. IGARSS (2012)
Dalton D. Lunga, Okan K. Ersoy
Unsupervised Classification of Hyperspectral Images on Spherical Manifolds. ICDM (2011)
Dalton D. Lunga, Okan K. Ersoy
Spherical Nearest Neighbor Classification: Application to Hyperspectral Data. MLDM (2011)
Dalton D. Lunga, Okan K. Ersoy
Kent mixture model for classification of remote sensing data on spherical manifolds. AIPR (2011)
Gülsen Taskin Kaya, Okan K. Ersoy, Mustafa E. Kamasak
Support Vector Selection and Adaptation for Remote Sensing Classification. IEEE Trans. Geosci. Remote. Sens. 49 (6-1) (2011)
Herbert Moskowitz, Paul Louis Drnevich, Okan K. Ersoy, Kemal Altinkemer, Alok R. Chaturvedi
Using Real-Time Decision Tools to Improve Distributed Decision-Making Capabilities in High-Magnitude Crisis Situations. Decis. Sci. 42 (2) (2011)
Dalton D. Lunga, Okan K. Ersoy
Spherical Classification of Remote Sensing Data. Trans. Mach. Learn. Data Min. 4 (2) (2011)
Irem Ersöz Kaya, Turgay Ibrikci, Okan K. Ersoy
Prediction of disorder with new computational tool: BVDEA. Expert Syst. Appl. 38 (12) (2011)
Gülsen Taskin Kaya, Okan K. Ersoy, Mustafa E. Kamasak
Spectral and spatial classification of earthquake images by support vector selection and adaptation. SoCPaR (2010)
Gülsen Taskin Kaya, Okan K. Ersoy, Mustafa E. Kamasak
Hybrid SVM and SVSA method for classification of remote sensing images. IGARSS (2010)
Hoi-Ming Chi, Herbert Moskowitz, Okan K. Ersoy, Kemal Altinkemer, Peter F. Gavin, Bret E. Huff, Bernard A. Olsen
Machine learning and genetic algorithms in pharmaceutical development and manufacturing processes. Decis. Support Syst. 48 (1) (2009)
Gülsen Taskin Kaya, Okan K. Ersoy, Mustafa E. Kamasak
Support Vector Selection and Adaptation for Classification of Earthquake Images. IGARSS (2) (2009)
Gilbert Rochon, Magdy M. Abdel Wahab, Gamal Salah El Afandi, Gulay Altay, Okan K. Ersoy, Carol X. Song, Lan Zhao, Larry Biehl, Belal Elleithy, Mohammed Shokr, Mohamed Mohamed, Tarek A. El-Ghazawi, Darion Grant, Dev Niyogi
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) (2009)
Mehmet Fatih Amasyali, Okan K. Ersoy
Cline: A New Decision-Tree Family. IEEE Trans. Neural Networks 19 (2) (2008)
Ayca C. Pehlivanli, Okan K. Ersoy, Turgay Ibrikci
Drug/nondrug classification with consensual Self-Organising Map and Self-Organising Global Ranking algorithms. Int. J. Comput. Biol. Drug Des. 1 (4) (2008)
Ayca C. Pehlivanli, Turgay Ibrikci, Okan K. Ersoy
Consensual classification of drug and nondrug compounds. Int. J. Comput. Biol. Drug Des. 1 (3) (2008)
Hoi-Ming Chi, Okan K. Ersoy, Herbert Moskowitz, Kemal Altinkemer
Toward Automated Intelligent Manufacturing Systems (AIMS). INFORMS J. Comput. 19 (2) (2007)
Jaejoon Lee, Okan K. Ersoy
Consensual and Hierarchical Classification of Remotely Sensed Multispectral Images. IEEE Trans. Geosci. Remote. Sens. 45 (9) (2007)
Hoi-Ming Chi, Okan K. Ersoy, Herbert Moskowitz, Jim Ward
Modeling and optimizing a vendor managed replenishment system using machine learning and genetic algorithms. Eur. J. Oper. Res. 180 (1) (2007)
N. Gökhan Kasapoglu, Okan K. Ersoy
Border Vector Detection and Adaptation for Classification of Multispectral and Hyperspectral Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 45 (12-1) (2007)
Mary Qu Yang, Jack Y. Yang, Okan K. Ersoy
Classification of proteins multiple-labelled and single-labelled with protein functional classes. Int. J. Gen. Syst. 36 (1) (2007)
Murat Sezgin, Isin Erer, Okan K. Ersoy
DFT/RDFT bank approach for speckle reduction in SAR images. IGARSS (2005)
Hoi-Ming Chi, Okan K. Ersoy
A statistical, self-organizing learning system with validation. Int. J. Gen. Syst. 34 (3) (2005)
Tuba Sirin, Mehmet Izzet Saglam, Isin Erer, Muhittin Gokmen, Okan K. Ersoy
A comparative evaluation of competitive learning algorithms for edge detection enhancement. EUSIPCO (2005)
Hoi-Ming Chi, Okan K. Ersoy
A statistical self-organizing learning system for remote sensing classification. IEEE Trans. Geosci. Remote. Sens. 43 (8) (2005)
N. Gökhan Kasapoglu, Okan K. Ersoy, Bingül Yazgan
Feature extraction of SAR data based on eigenvector of texture samples. IGARSS (2004)
Hakan Karakahya, Bingül Yazgan, Okan K. Ersoy
A Spectral-Spatial Classification Algorithm for Multispectral Remote Sensing Data. ICANN (2003)
Hoi-Ming Chi, Okan K. Ersoy
Recursive Update Algorithm for Least Squares Support Vector Machines. Neural Process. Lett. 17 (2) (2003)
Jack Y. Yang, Mary Qu Yang, Okan K. Ersoy
Exploring Protein Functional Relationships Using Genomic Information and Data Mining Techniques. ICANN (2003)
Keeyoung Suh, Okan K. Ersoy
Multivariable decision feedback equalizer for space diversity in multi-input/output channel. VTC Spring (2002)
Wooyoung Choe, Okan K. Ersoy, Minou Bina
Neural network schemes for detecting rare events in human genomic DNA. Bioinform. 16 (12) (2000)
Homayoun Valafar, Faramarz Valafar, Okan K. Ersoy
Parallel, self organizing, consensus neural networks. IJCNN (1999)
Emre O. Velipasaoglu, Okan K. Ersoy
Optimal Block-Size Selection for Iterative Reconstruction of Images from Projections. ICIP (2) (1998)
M. T. Fardanesh, Okan K. Ersoy
Classification accuracy improvement of neural network classifiers by using unlabeled data. IEEE Trans. Geosci. Remote. Sens. 36 (3) (1998)
Jón Atli Benediktsson, Johannes R. Sveinsson, Okan K. Ersoy, Philip H. Swain
Parallel consensual neural networks. IEEE Trans. Neural Networks 8 (1) (1997)
Homayoun Valafar, Okan K. Ersoy, Faramarz Valafar
Distributed global optimization (DGO). ICNN (1996)
Emre O. Velipasaoglu, Okan K. Ersoy
Block iterative methods for Bayesian segmentation of positron emission tomography images. ICIP (2) (1996)
Faramarz Valafar, Homayoun Valafar, Okan K. Ersoy, Richard G. Schwartz
Comparative studies of two neural network architectures for modeling of human speech production. ICNN (1995)
Tamer Ölmez, Ertugrul Yazgan, Okan K. Ersoy
A multilayer incremental neural network architecture for classification. Neural Process. Lett. 2 (2) (1995)
Okan K. Ersoy, Shi-Wee Deng
Parallel, self-organizing, hierarchical neural networks with continuous inputs and outputs. IEEE Trans. Neural Networks 6 (5) (1995)
Faramarz Valafar, Okan K. Ersoy
A Parallel Implementation of Backpropagation Neural Network on MasPar MP-1. PDPTA (1995)
Okan K. Ersoy
A comparative review of real and complex Fourier-related transforms. Proc. IEEE 82 (3) (1994)
Faramarz Valafar, Okan K. Ersoy
PNS Modules for the Synthesis of Parallel Self-Organizing Hierarchical Neural Networks. ISCAS (1994)
Jón Atli Benediktsson, Johannes R. Sveinsson, Okan K. Ersoy, Philip H. Swain
Parallel consensual neural networks. ICNN (1993)
Okan K. Ersoy, Daesik Hong
Parallel, self-organizing, hierarchical neural networks. II. IEEE Trans. Ind. Electron. 40 (2) (1993)
Neng-Chung Hu, Hong-I Chang, Okan K. Ersoy
Generalized discrete Hartley transforms. IEEE Trans. Signal Process. 40 (12) (1992)
Okan K. Ersoy, Ahmed Nouira
Image Coding with the Discrete Cosine-III Transform. IEEE J. Sel. Areas Commun. 10 (5) (1992)
Okan K. Ersoy, Neng-Chung Hu
Fast algorithms for the discrete Fourier preprocessing transforms. IEEE Trans. Signal Process. 40 (4) (1992)
Sabzali Aghagolzadeh, Okan K. Ersoy
Optimal adaptive multistage image transform coding. IEEE Trans. Circuits Syst. Video Technol. 1 (4) (1991)
Okan K. Ersoy, Daesik Hong
Parallel, self-organizing, hierarchical neural networks. IEEE Trans. Neural Networks 1 (2) (1990)
Okan K. Ersoy, Daesik Hong
Neural network learning paradigms involving nonlinear spectral processing. ICASSP (1989)
D. Y. Kim, B. J. Stanton, Okan K. Ersoy, Leah H. Jamieson
Speech recognition with the discrete rectangular wave transform. ICASSP (1988)
Okan K. Ersoy
On Walsh-domain versus RDFT filtering. IEEE Trans. Acoust. Speech Signal Process. 36 (11) (1988)
Okan K. Ersoy, C. H. Chen
Transform-coding of images with reduced complexity. Comput. Vis. Graph. Image Process. 42 (1) (1988)
Okan K. Ersoy, Neng-Chung Hu
Fast algorithms for the real discrete Fourier transform. ICASSP (1988)
Okan K. Ersoy, Neng-Chung Hu
A unified approach to the fast computation of all discrete trigonometric transforms. ICASSP (1987)
Okan K. Ersoy
A two-stage representation of DFT and its applications. IEEE Trans. Acoust. Speech Signal Process. 35 (6) (1987)
Okan K. Ersoy, D. Y. Kim
New methods for real-time signal and image recognition. FJCC (1987)
Okan K. Ersoy
On relating discrete Fourier, sine, and symmetric cosine transforms. IEEE Trans. Acoust. Speech Signal Process. 33 (1) (1985)
Okan K. Ersoy
Semisystolic Array Implementation of Circular, Skew Circular, and; Linear Convolutions. IEEE Trans. Computers 34 (2) (1985)
Okan K. Ersoy
Real discrete Fourier transform. IEEE Trans. Acoust. Speech Signal Process. 33 (4) (1985)