Semisystolic Array Implementation of Circular, Skew Circular, and; Linear Convolutions. - Okan K. Ersoy (IEEE Trans. Computers, 1985)

On relating discrete Fourier, sine, and symmetric cosine transforms. - Okan K. Ersoy (IEEE Trans. Acoust. Speech Signal Process., 1985)

Real discrete Fourier transform. - Okan K. Ersoy (IEEE Trans. Acoust. Speech Signal Process., 1985)

New methods for real-time signal and image recognition. - Okan K. Ersoy; D. Y. Kim (FJCC, 1987)

A unified approach to the fast computation of all discrete trigonometric transforms. - Okan K. Ersoy; Neng-Chung Hu (ICASSP, 1987)

A two-stage representation of DFT and its applications. - Okan K. Ersoy (IEEE Trans. Acoust. Speech Signal Process., 1987)

Fast algorithms for the real discrete Fourier transform. - Okan K. Ersoy; Neng-Chung Hu (ICASSP, 1988)

Speech recognition with the discrete rectangular wave transform. - D. Y. Kim; B. J. Stanton; Okan K. Ersoy; Leah H. Jamieson (ICASSP, 1988)

Transform-coding of images with reduced complexity. - Okan K. Ersoy; C. H. Chen (Comput. Vis. Graph. Image Process., 1988)

On Walsh-domain versus RDFT filtering. - Okan K. Ersoy (IEEE Trans. Acoust. Speech Signal Process., 1988)

Neural network learning paradigms involving nonlinear spectral processing. - Okan K. Ersoy; Daesik Hong (ICASSP, 1989)

Parallel, self-organizing, hierarchical neural networks. - Okan K. Ersoy; Daesik Hong (IEEE Trans. Neural Networks, 1990)

Optimal adaptive multistage image transform coding. - Sabzali Aghagolzadeh; Okan K. Ersoy (IEEE Trans. Circuits Syst. Video Technol., 1991)

Image Coding with the Discrete Cosine-III Transform. - Okan K. Ersoy; Ahmed Nouira (IEEE J. Sel. Areas Commun., 1992)

Fast algorithms for the discrete Fourier preprocessing transforms. - Okan K. Ersoy; Neng-Chung Hu (IEEE Trans. Signal Process., 1992)

Generalized discrete Hartley transforms. - Neng-Chung Hu; Hong-I Chang; Okan K. Ersoy (IEEE Trans. Signal Process., 1992)

Parallel, self-organizing, hierarchical neural networks. II. - Okan K. Ersoy; Daesik Hong (IEEE Trans. Ind. Electron., 1993)

PNS Modules for the Synthesis of Parallel Self-Organizing Hierarchical Neural Networks. - Faramarz Valafar; Okan K. Ersoy (ISCAS, 1994)

A comparative review of real and complex Fourier-related transforms. - Okan K. Ersoy (Proc. IEEE, 1994)

Comparative studies of two neural network architectures for modeling of human speech production. - Faramarz Valafar; Homayoun Valafar; Okan K. Ersoy; Richard G. Schwartz (ICNN, 1995)

A Parallel Implementation of Backpropagation Neural Network on MasPar MP-1. - Faramarz Valafar; Okan K. Ersoy (PDPTA, 1995)

A multilayer incremental neural network architecture for classification. - Tamer Ölmez; Ertugrul Yazgan; Okan K. Ersoy (Neural Process. Lett., 1995)

Parallel, self-organizing, hierarchical neural networks with continuous inputs and outputs. - Okan K. Ersoy; Shi-Wee Deng (IEEE Trans. Neural Networks, 1995)

Block iterative methods for Bayesian segmentation of positron emission tomography images. - Emre O. Velipasaoglu; Okan K. Ersoy (ICIP (2), 1996)

Distributed global optimization (DGO). - Homayoun Valafar; Okan K. Ersoy; Faramarz Valafar (ICNN, 1996)

Parallel consensual neural networks. - Jón Atli Benediktsson; Johannes R. Sveinsson; Okan K. Ersoy; Philip H. Swain (IEEE Trans. Neural Networks, 1997)

Parallel, self-organizing, hierarchical neural network systems. - Okan K. Ersoy (Algorithms and Architectures, 1998)

Optimal Block-Size Selection for Iterative Reconstruction of Images from Projections. - Emre O. Velipasaoglu; Okan K. Ersoy (ICIP (2), 1998)

Classification accuracy improvement of neural network classifiers by using unlabeled data. - M. T. Fardanesh; Okan K. Ersoy (IEEE Trans. Geosci. Remote. Sens., 1998)

Parallel, self organizing, consensus neural networks. - Homayoun Valafar; Faramarz Valafar; Okan K. Ersoy (IJCNN, 1999)

Neural network schemes for detecting rare events in human genomic DNA. - Wooyoung Choe; Okan K. Ersoy; Minou Bina (Bioinform., 2000)

Multivariable decision feedback equalizer for space diversity in multi-input/output channel. - Keeyoung Suh; Okan K. Ersoy (VTC Spring, 2002)

A Spectral-Spatial Classification Algorithm for Multispectral Remote Sensing Data. - Hakan Karakahya; Bingül Yazgan; Okan K. Ersoy (ICANN, 2003)

Exploring Protein Functional Relationships Using Genomic Information and Data Mining Techniques. - Jack Y. Yang; Mary Qu Yang; Okan K. Ersoy (ICANN, 2003)

Recursive Update Algorithm for Least Squares Support Vector Machines. - Hoi-Ming Chi; Okan K. Ersoy (Neural Process. Lett., 2003)

Feature extraction of SAR data based on eigenvector of texture samples. - N. Gökhan Kasapoglu; Okan K. Ersoy; Bingül Yazgan (IGARSS, 2004)

Sequential bifurcation Approach to Learning protein Functional Classes. - Mary Qu Yang; Okan K. Ersoy; Jack Y. Yang (Advances in Bioinformatics and Its Applications, 2005)

A comparative evaluation of competitive learning algorithms for edge detection enhancement. - Tuba Sirin; Mehmet Izzet Saglam; Isin Erer; Muhittin Gokmen; Okan K. Ersoy (EUSIPCO, 2005)

DFT/RDFT bank approach for speckle reduction in SAR images. - Murat Sezgin; Isin Erer; Okan K. Ersoy (IGARSS, 2005)

A statistical, self-organizing learning system with validation. - Hoi-Ming Chi; Okan K. Ersoy (Int. J. Gen. Syst., 2005)

A statistical self-organizing learning system for remote sensing classification. - Hoi-Ming Chi; Okan K. Ersoy (IEEE Trans. Geosci. Remote. Sens., 2005)

Modeling and optimizing a vendor managed replenishment system using machine learning and genetic algorithms. - Hoi-Ming Chi; Okan K. Ersoy; Herbert Moskowitz; Jim Ward (Eur. J. Oper. Res., 2007)

Classification of proteins multiple-labelled and single-labelled with protein functional classes. - Mary Qu Yang; Jack Y. Yang; Okan K. Ersoy (Int. J. Gen. Syst., 2007)

Toward Automated Intelligent Manufacturing Systems (AIMS). - Hoi-Ming Chi; Okan K. Ersoy; Herbert Moskowitz; Kemal Altinkemer (INFORMS J. Comput., 2007)

Border Vector Detection and Adaptation for Classification of Multispectral and Hyperspectral Remote Sensing Images. - N. Gökhan Kasapoglu; Okan K. Ersoy (IEEE Trans. Geosci. Remote. Sens., 2007)

Consensual and Hierarchical Classification of Remotely Sensed Multispectral Images. - Jaejoon Lee; Okan K. Ersoy (IEEE Trans. Geosci. Remote. Sens., 2007)

Drug/nondrug classification with consensual Self-Organising Map and Self-Organising Global Ranking algorithms. - Ayca C. Pehlivanli; Okan K. Ersoy; Turgay Ibrikci (Int. J. Comput. Biol. Drug Des., 2008)

Consensual classification of drug and nondrug compounds. - Ayca C. Pehlivanli; Turgay Ibrikci; Okan K. Ersoy (Int. J. Comput. Biol. Drug Des., 2008)

Cline: A New Decision-Tree Family. - Mehmet Fatih Amasyali; Okan K. Ersoy (IEEE Trans. Neural Networks, 2008)

Support Vector Selection and Adaptation for Classification of Earthquake Images. - Gülsen Taskin Kaya; Okan K. Ersoy; Mustafa E. Kamasak (IGARSS (2), 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. - Gilbert Rochon; Magdy M. Abdel Wahab; Gamal Salah El Afandi; Gulay Altay; Okan K. Ersoy; Carol X. Song; Lan Zhao 003; Larry L. Biehl; Belal Elleithy; Mohammed Shokr; Mohamed Mohamed 002; Tarek A. El-Ghazawi; et al. (IGARSS (4), 2009)

Machine learning and genetic algorithms in pharmaceutical development and manufacturing processes. - Hoi-Ming Chi; Herbert Moskowitz; Okan K. Ersoy; Kemal Altinkemer; Peter F. Gavin; Bret E. Huff; Bernard A. Olsen (Decis. Support Syst., 2009)

Hybrid SVM and SVSA method for classification of remote sensing images. - Gülsen Taskin Kaya; Okan K. Ersoy; Mustafa E. Kamasak (IGARSS, 2010)

Spectral and spatial classification of earthquake images by support vector selection and adaptation. - Gülsen Taskin Kaya; Okan K. Ersoy; Mustafa E. Kamasak (SoCPaR, 2010)

Kent mixture model for classification of remote sensing data on spherical manifolds. - Dalton D. Lunga; Okan K. Ersoy (AIPR, 2011)

Unsupervised Classification of Hyperspectral Images on Spherical Manifolds. - Dalton D. Lunga; Okan K. Ersoy (ICDM, 2011)

Spherical Nearest Neighbor Classification: Application to Hyperspectral Data. - Dalton D. Lunga; Okan K. Ersoy (MLDM, 2011)

Using Real-Time Decision Tools to Improve Distributed Decision-Making Capabilities in High-Magnitude Crisis Situations. - Herbert Moskowitz; Paul Louis Drnevich; Okan K. Ersoy; Kemal Altinkemer; Alok R. Chaturvedi (Decis. Sci., 2011)

Prediction of disorder with new computational tool: BVDEA. - Irem Ersöz Kaya; Turgay Ibrikci; Okan K. Ersoy (Expert Syst. Appl., 2011)

Spherical Classification of Remote Sensing Data. - Dalton D. Lunga; Okan K. Ersoy (Trans. Mach. Learn. Data Min., 2011)

Support Vector Selection and Adaptation for Remote Sensing Classification. - Gülsen Taskin Kaya; Okan K. Ersoy; Mustafa E. Kamasak (IEEE Trans. Geosci. Remote. Sens., 2011)

Feature selection by high dimensional model representation and its application to remote sensing. - Gülsen Taskin Kaya; Hüseyin Kaya; Okan K. Ersoy (IGARSS, 2012)

Nonlinear Dynamic Field Embedding: On Hyperspectral Scene Visualization - Dalton D. Lunga; Okan K. Ersoy (CoRR, 2012)

Dynamic hyperspectral embedding with a spatial sensitive graph. - Dalton D. Lunga; Okan K. Ersoy (IGARSS, 2013)

Spherical Stochastic Neighbor Embedding of Hyperspectral Data. - Dalton D. Lunga; Okan K. Ersoy (IEEE Trans. Geosci. Remote. Sens., 2013)

Hyperspectral image classification by Multi-Scale Vector Tunnel. - Suleyman Demirci; Isin Erer; Okan K. Ersoy (SIU, 2014)

Manifold-Learning-Based Feature Extraction for Classification of Hyperspectral Data: A Review of Advances in Manifold Learning. - Dalton D. Lunga; Saurabh Prasad; Melba M. Crawford; Okan K. Ersoy (IEEE Signal Process. Mag., 2014)

Multidimensional Artificial Field Embedding With Spatial Sensitivity. - Dalton D. Lunga; Okan K. Ersoy (IEEE Trans. Geosci. Remote. Sens., 2014)

Classifier Ensembles with the Extended Space Forest. - Mehmet Fatih Amasyali; Okan K. Ersoy (IEEE Trans. Knowl. Data Eng., 2014)

Cryptography with compressive sensing Orthogonal Matching Pursuit method. - Ertan Atar; Okan K. Ersoy; Lale Özyilmaz (SIU, 2015)

Character/text data compression and encryption by compressive sensing and hybrid cryptography. - Ertan Atar; Okan K. Ersoy; Lale Özyilmaz (SIU, 2016)

Multi-offspring genetic algorithm and its application to the traveling salesman problem. - Jiquan Wang; Okan K. Ersoy; Mengying He; Fulin Wang (Appl. Soft Comput., 2016)

Fusion of multifocus images by lattice structures. - Nur Huseyin Kaplan; Isin Erer; Okan K. Ersoy (J. Vis. Commun. Image Represent., 2016)

A Statistical Approach to Increase Classification Accuracy in Supervised Learning Algorithms. - Gustavo A. Valencia-Zapata; Daniel Mejia 003; Gerhard Klimeck; Michael G. Zentner; Okan K. Ersoy (CoRR, 2017)

Advancing the PROSPECT-5 Model to Simulate the Spectral Reflectance of Copper-Stressed Leaves. - Chengye Zhang 001; Huazhong Ren; Yanzhen Liang; Suhong Liu; Qiming Qin; Okan K. Ersoy (Remote. Sens., 2017)

Ladder Networks for Semi-Supervised Hyperspectral Image Classification. - Julian Büchel; Okan K. Ersoy (CoRR, 2018)

Improvement and Application of Chicken Swarm Optimization for Constrained Optimization. - Jiquan Wang; Zhiwen Cheng; Okan K. Ersoy; Mingxin Zhang 007; Kexin Sun; Yusheng Bi (IEEE Access, 2019)

An Improved Real-Coded Genetic Algorithm Using the Heuristical Normal Distribution and Direction-Based Crossover. - Jiquan Wang; Mingxin Zhang 007; Okan K. Ersoy; Kexin Sun; Yusheng Bi (Comput. Intell. Neurosci., 2019)

Space Debris Detection Using Feature Learning of Candidate Regions in Optical Image Sequences. - Jiangbo Xi; Yaobing Xiang; Okan K. Ersoy; Ming Cong 001; Xin Wei; Junkai Gu (IEEE Access, 2020)

Probabilistic Diagnostic Tests for Degradation Problems in Supervised Learning. - Gustavo A. Valencia-Zapata; Carolina Gonzalez-Canas; Michael G. Zentner; Okan K. Ersoy; Gerhard Klimeck (CoRR, 2020)

Parallel Implementation of Distributed Global Optimization (DGO). - Homayoun Valafar; Okan K. Ersoy; Faramarz Valafar (CoRR, 2020)

Fast texture classification of denoised SAR image patches using GLCM on Spark. - Caner Özcan; Okan K. Ersoy; Iskender Ulgen Ogul (Turkish J. Electr. Eng. Comput. Sci., 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. - Zhan Guo; Okan K. Ersoy; Xuefeng Yan (Swarm Evol. Comput., 2020)

Dynamic Multi-objective Optimization via Sliding Time Window and Parallel Computing. - Qinqin Fan; Yihao Wang; Okan K. Ersoy; Ning Li 008; Zhenzhong Chu (ICSI (2), 2021)

Scalable Wide Neural Network: A Parallel, Incremental Learning Model Using Splitting Iterative Least Squares. - Jiangbo Xi; Okan K. Ersoy; Jianwu Fang; Ming Cong 001; Xin Wei; Tianjun Wu (IEEE Access, 2021)

Zoning Search With Adaptive Resource Allocating Method for Balanced and Imbalanced Multimodal Multi-Objective Optimization. - Qinqin Fan; Okan K. Ersoy (IEEE CAA J. Autom. Sinica, 2021)

Dynamic Wide and Deep Neural Network for Hyperspectral Image Classification. - Jiangbo Xi; Ming Cong 001; Okan K. Ersoy; Weibao Zou; Chaoying Zhao; Zhenhong Li 001; Junkai Gu; Tianjun Wu (Remote. Sens., 2021)

Wide Sliding Window and Subsampling Network for Hyperspectral Image Classification. - Jiangbo Xi; Okan K. Ersoy; Jianwu Fang; Ming Cong 001; Tianjun Wu; Chaoying Zhao; Zhenhong Li 001 (Remote. Sens., 2021)

L∞ Metric based Multi-Objective Differential Evolution Algorithm and its Industrial Application. - Zhan Guo; Okan K. Ersoy; Xuefeng Yan (J. Inf. Sci. Eng., 2022)

Wide and Deep Fourier Neural Network for Hyperspectral Remote Sensing Image Classification. - Jiangbo Xi; Okan K. Ersoy; Ming Cong 001; Chaoying Zhao; Wei Qu; Tianjun Wu (Remote. Sens., 2022)

Parallel Multistage Wide Neural Network. - Jiangbo Xi; Okan K. Ersoy; Jianwu Fang; Tianjun Wu; Xin Wei; Chaoying Zhao (IEEE Trans. Neural Networks Learn. Syst., 2023)

Remote Sensing Image Captioning With Sequential Attention and Flexible Word Correlation. - Jie Wang 116; Binze Wang; Jiangbo Xi; Xue Bai; Okan K. Ersoy; Ming Cong 001; Siyan Gao; Zhe Zhao (IEEE Geosci. Remote. Sens. Lett., 2024)

Variational Discriminative Stacked Auto-Encoder: Feature Representation Using a Prelearned Discriminator, and Its Application to Industrial Process Monitoring. - Jian Huang 013; Xiaoyang Sun; Steven X. Ding; Xu Yang 006; Okan K. Ersoy (IEEE Trans. Neural Networks Learn. Syst., 2025)

t-SNVAE: Deep Probabilistic Learning With Local and Global Structures for Industrial Process Monitoring. - Jian Huang 013; Zizhuo Liu; Xu Yang 006; Yupeng Liu; Zhaomin Lv; Kaixiang Peng; Okan K. Ersoy (IEEE Trans. Artif. Intell., 2025)