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ORCIDOkan K. Ersoy
Person information
- affiliation: Purdue University, School of Electrical and Computer Engineering, West Lafayette, USA
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2020 – today
- 2024
[j54]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: 1-5 (2024)- 2023
- [j53]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): 4019-4032 (2023) - 2022
- [j52]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): 645-663 (2022) - [j51]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): 2931 (2022) - 2021
- [j50]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: 50767-50781 (2021) - [j49]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): 1163-1176 (2021) - [j48]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): 1290 (2021) - [j47]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): 2575 (2021) - [c32]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: 45-57 - 2020
- [j46]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: 150864-150877 (2020) - [j45]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): 182-195 (2020) - [j44]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: 100670 (2020) - [i7]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 abs/2004.02988 (2020) - [i6]Homayoun Valafar, Faramarz Valafar, Okan K. Ersoy:
Parallel, Self Organizing, Consensus Neural Networks. CoRR abs/2008.02067 (2020) - [i5]Homayoun Valafar, Okan K. Ersoy, Faramarz Valafar:
Distributed Global Optimization (DGO). CoRR abs/2012.09252 (2020) - [i4]Homayoun Valafar, Okan K. Ersoy, Farmaraz Valafar:
Parallel Implementation of Distributed Global Optimization (DGO). CoRR abs/2012.09861 (2020)
2010 – 2019
- 2019
- [j43]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: 58053-58072 (2019) - [j42]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: 4243853:1-4243853:17 (2019) - 2018
- [i3]Julian Büchel, Okan K. Ersoy:
Ladder Networks for Semi-Supervised Hyperspectral Image Classification. CoRR abs/1812.01222 (2018) - 2017
- [j41]Chengye 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): 1191 (2017) - [i2]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 abs/1709.01439 (2017) - 2016
- [j40]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: 415-423 (2016) - [j39]Nur Huseyin Kaplan, Isin Erer, Okan K. Ersoy:
Fusion of multifocus images by lattice structures. J. Vis. Commun. Image Represent. 38: 848-857 (2016) - [c31]Ertan Atar, Okan K. Ersoy, Lale Özyilmaz:
Character/text data compression and encryption by compressive sensing and hybrid cryptography. SIU 2016: 365-368 - 2015
- [c30]Ertan Atar, Okan K. Ersoy, Lale Özyilmaz:
Cryptography with compressive sensing Orthogonal Matching Pursuit method. SIU 2015: 216-219 - 2014
- [j38]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): 55-66 (2014) - [j37]Dalton D. Lunga, Okan K. Ersoy:
Multidimensional Artificial Field Embedding With Spatial Sensitivity. IEEE Trans. Geosci. Remote. Sens. 52(2): 1518-1532 (2014) - [j36]Mehmet Fatih Amasyali, Okan K. Ersoy:
Classifier Ensembles with the Extended Space Forest. IEEE Trans. Knowl. Data Eng. 26(3): 549-562 (2014) - [c29]Suleyman Demirci, Isin Erer, Okan K. Ersoy:
Hyperspectral image classification by Multi-Scale Vector Tunnel. SIU 2014: 1162-1167 - 2013
- [j35]Dalton D. Lunga, Okan K. Ersoy:
Spherical Stochastic Neighbor Embedding of Hyperspectral Data. IEEE Trans. Geosci. Remote. Sens. 51(2): 857-871 (2013) - [c28]Dalton D. Lunga, Okan K. Ersoy:
Dynamic hyperspectral embedding with a spatial sensitive graph. IGARSS 2013: 2176-2179 - 2012
- [c27]Gülsen Taskin Kaya, Hüseyin Kaya, Okan K. Ersoy:
Feature selection by high dimensional model representation and its application to remote sensing. IGARSS 2012: 4938-4941 - [i1]Dalton D. Lunga, Okan K. Ersoy:
Nonlinear Dynamic Field Embedding: On Hyperspectral Scene Visualization. CoRR abs/1211.6675 (2012) - 2011
- [j34]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): 477-493 (2011) - [j33]Irem Ersöz Kaya, Turgay Ibrikci, Okan K. Ersoy:
Prediction of disorder with new computational tool: BVDEA. Expert Syst. Appl. 38(12): 14451-14459 (2011) - [j32]Dalton D. Lunga, Okan K. Ersoy:
Spherical Classification of Remote Sensing Data. Trans. Mach. Learn. Data Min. 4(2): 75-95 (2011) - [j31]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): 2071-2079 (2011) - [c26]Dalton D. Lunga, Okan K. Ersoy:
Kent mixture model for classification of remote sensing data on spherical manifolds. AIPR 2011: 1-7 - [c25]Dalton D. Lunga, Okan K. Ersoy:
Unsupervised Classification of Hyperspectral Images on Spherical Manifolds. ICDM 2011: 134-146 - [c24]Dalton D. Lunga, Okan K. Ersoy:
Spherical Nearest Neighbor Classification: Application to Hyperspectral Data. MLDM 2011: 170-184 - 2010
- [c23]Gülsen Taskin Kaya, Okan K. Ersoy, Mustafa E. Kamasak:
Hybrid SVM and SVSA method for classification of remote sensing images. IGARSS 2010: 2828-2831 - [c22]Gülsen Taskin Kaya, Okan K. Ersoy, Mustafa E. Kamasak:
Spectral and spatial classification of earthquake images by support vector selection and adaptation. SoCPaR 2010: 194-197
2000 – 2009
- 2009
- [j30]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): 69-80 (2009) - [c21]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:
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: 53-56 - [c20]Gülsen Taskin Kaya, Okan K. Ersoy, Mustafa E. Kamasak:
Support Vector Selection and Adaptation for Classification of Earthquake Images. IGARSS (2) 2009: 851-854 - 2008
- [j29]Ayca C. Pehlivanli, Turgay Ibrikci, Okan K. Ersoy:
Consensual classification of drug and nondrug compounds. Int. J. Comput. Biol. Drug Des. 1(3): 224-234 (2008) - [j28]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): 434-445 (2008) - [j27]Mehmet Fatih Amasyali, Okan K. Ersoy:
Cline: A New Decision-Tree Family. IEEE Trans. Neural Networks 19(2): 356-363 (2008) - 2007
- [j26]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): 174-193 (2007) - [j25]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): 91-109 (2007) - [j24]Hoi-Ming Chi, Okan K. Ersoy, Herbert Moskowitz, Kemal Altinkemer:
Toward Automated Intelligent Manufacturing Systems (AIMS). INFORMS J. Comput. 19(2): 302-312 (2007) - [j23]Jaejoon Lee, Okan K. Ersoy:
Consensual and Hierarchical Classification of Remotely Sensed Multispectral Images. IEEE Trans. Geosci. Remote. Sens. 45(9): 2953-2963 (2007) - [j22]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): 3880-3893 (2007) - 2005
- [j21]Hoi-Ming Chi, Okan K. Ersoy:
A statistical, self-organizing learning system with validation. Int. J. Gen. Syst. 34(3): 235-260 (2005) - [j20]Hoi-Ming Chi, Okan K. Ersoy:
A statistical self-organizing learning system for remote sensing classification. IEEE Trans. Geosci. Remote. Sens. 43(8): 1890-1900 (2005) - [c19]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: 1-4 - [c18]Murat Sezgin, Isin Erer, Okan K. Ersoy:
DFT/RDFT bank approach for speckle reduction in SAR images. IGARSS 2005: 3689-3692 - [p2]Mary Qu Yang, Okan K. Ersoy, Jack Y. Yang:
Sequential bifurcation Approach to Learning protein Functional Classes. Advances in Bioinformatics and Its Applications 2005 - 2004
- [c17]N. Gökhan Kasapoglu, Okan K. Ersoy, Bingül Yazgan:
Feature extraction of SAR data based on eigenvector of texture samples. IGARSS 2004: 3042-3045 - 2003
- [j19]Hoi-Ming Chi, Okan K. Ersoy:
Recursive Update Algorithm for Least Squares Support Vector Machines. Neural Process. Lett. 17(2): 165-173 (2003) - [c16]Hakan Karakahya, Bingül Yazgan, Okan K. Ersoy:
A Spectral-Spatial Classification Algorithm for Multispectral Remote Sensing Data. ICANN 2003: 1011-1017 - [c15]Jack Y. Yang, Mary Qu Yang, Okan K. Ersoy:
Exploring Protein Functional Relationships Using Genomic Information and Data Mining Techniques. ICANN 2003: 1073-1080 - 2002
- [c14]Keeyoung Suh, Okan K. Ersoy:
Multivariable decision feedback equalizer for space diversity in multi-input/output channel. VTC Spring 2002: 31-34 - 2000
- [j18]Wooyoung Choe, Okan K. Ersoy, Minou Bina:
Neural network schemes for detecting rare events in human genomic DNA. Bioinform. 16(12): 1062-1072 (2000)
1990 – 1999
- 1999
- [c13]Homayoun Valafar, Faramarz Valafar, Okan K. Ersoy:
Parallel, self organizing, consensus neural networks. IJCNN 1999: 1225-1228 - 1998
- [j17]M. T. Fardanesh, Okan K. Ersoy:
Classification accuracy improvement of neural network classifiers by using unlabeled data. IEEE Trans. Geosci. Remote. Sens. 36(3): 1020-1025 (1998) - [c12]Emre O. Velipasaoglu, Okan K. Ersoy:
Optimal Block-Size Selection for Iterative Reconstruction of Images from Projections. ICIP (2) 1998: 676-679 - [p1]Okan K. Ersoy:
Parallel, self-organizing, hierarchical neural network systems. Algorithms and Architectures 1998: 363-400 - 1997
- [j16]Jón Atli Benediktsson, Johannes R. Sveinsson, Okan K. Ersoy, Philip H. Swain:
Parallel consensual neural networks. IEEE Trans. Neural Networks 8(1): 54-64 (1997) - 1996
- [c11]Emre O. Velipasaoglu, Okan K. Ersoy:
Block iterative methods for Bayesian segmentation of positron emission tomography images. ICIP (2) 1996: 269-272 - [c10]Homayoun Valafar, Okan K. Ersoy, Faramarz Valafar:
Distributed global optimization (DGO). ICNN 1996: 531/10-536 - 1995
- [j15]Tamer Ölmez, Ertugrul Yazgan, Okan K. Ersoy:
A multilayer incremental neural network architecture for classification. Neural Process. Lett. 2(2): 5-9 (1995) - [j14]Okan K. Ersoy, Shi-Wee Deng:
Parallel, self-organizing, hierarchical neural networks with continuous inputs and outputs. IEEE Trans. Neural Networks 6(5): 1037-1044 (1995) - [c9]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: 2056-2061 - [c8]Faramarz Valafar, Okan K. Ersoy:
A Parallel Implementation of Backpropagation Neural Network on MasPar MP-1. PDPTA 1995: 158-166 - 1994
- [j13]Okan K. Ersoy:
A comparative review of real and complex Fourier-related transforms. Proc. IEEE 82(3): 429-447 (1994) - [c7]Faramarz Valafar, Okan K. Ersoy:
PNS Modules for the Synthesis of Parallel Self-Organizing Hierarchical Neural Networks. ISCAS 1994: 335-338 - 1993
- [j12]Okan K. Ersoy, Daesik Hong:
Parallel, self-organizing, hierarchical neural networks. II. IEEE Trans. Ind. Electron. 40(2): 218-227 (1993) - [c6]Jón Atli Benediktsson, Johannes R. Sveinsson, Okan K. Ersoy, Philip H. Swain:
Parallel consensual neural networks. ICNN 1993: 27-32 - 1992
- [j11]Okan K. Ersoy, Ahmed Nouira:
Image Coding with the Discrete Cosine-III Transform. IEEE J. Sel. Areas Commun. 10(5): 884-891 (1992) - [j10]Okan K. Ersoy, Neng-Chung Hu:
Fast algorithms for the discrete Fourier preprocessing transforms. IEEE Trans. Signal Process. 40(4): 744-757 (1992) - [j9]Neng-Chung Hu, Hong-I Chang, Okan K. Ersoy:
Generalized discrete Hartley transforms. IEEE Trans. Signal Process. 40(12): 2931-2940 (1992) - 1991
- [j8]Sabzali Aghagolzadeh, Okan K. Ersoy:
Optimal adaptive multistage image transform coding. IEEE Trans. Circuits Syst. Video Technol. 1(4): 308-317 (1991) - 1990
- [j7]Okan K. Ersoy, Daesik Hong:
Parallel, self-organizing, hierarchical neural networks. IEEE Trans. Neural Networks 1(2): 167-178 (1990)
1980 – 1989
- 1989
- [c5]Okan K. Ersoy, Daesik Hong:
Neural network learning paradigms involving nonlinear spectral processing. ICASSP 1989: 1775-1778 - 1988
- [j6]Okan K. Ersoy, C. H. Chen:
Transform-coding of images with reduced complexity. Comput. Vis. Graph. Image Process. 42(1): 19-31 (1988) - [j5]Okan K. Ersoy:
On Walsh-domain versus RDFT filtering. IEEE Trans. Acoust. Speech Signal Process. 36(11): 1786-1787 (1988) - [c4]D. Y. Kim, B. J. Stanton, Okan K. Ersoy, Leah H. Jamieson:
Speech recognition with the discrete rectangular wave transform. ICASSP 1988: 619-622 - [c3]Okan K. Ersoy, Neng-Chung Hu:
Fast algorithms for the real discrete Fourier transform. ICASSP 1988: 1902-1905 - 1987
- [j4]Okan K. Ersoy:
A two-stage representation of DFT and its applications. IEEE Trans. Acoust. Speech Signal Process. 35(6): 825-831 (1987) - [c2]Okan K. Ersoy, D. Y. Kim:
New methods for real-time signal and image recognition. FJCC 1987: 612-619 - [c1]Okan K. Ersoy, Neng-Chung Hu:
A unified approach to the fast computation of all discrete trigonometric transforms. ICASSP 1987: 1843-1846 - 1985
- [j3]Okan K. Ersoy:
Semisystolic Array Implementation of Circular, Skew Circular, and; Linear Convolutions. IEEE Trans. Computers 34(2): 190-196 (1985) - [j2]Okan K. Ersoy:
On relating discrete Fourier, sine, and symmetric cosine transforms. IEEE Trans. Acoust. Speech Signal Process. 33(1): 219-222 (1985) - [j1]Okan K. Ersoy:
Real discrete Fourier transform. IEEE Trans. Acoust. Speech Signal Process. 33(4): 880-882 (1985)
Coauthor Index
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