An Application of Support Vector Machine in Bioinformatics: Automated Recognition of Epileptiform Patterns in EEG Using SVM Classifier Designed by a Perturbation Method. - Nurettin Acir; Cüneyt Güzelis (ADVIS, 2004)

Automatic spike detection in EEG by a two-stage procedure based on support vector machines. - Nurettin Acir; Cüneyt Güzelis (Comput. Biol. Medicine, 2004)

Automatic recognition of sleep spindles in EEG by using artificial neural networks. - Nurettin Acir; Cüneyt Güzelis (Expert Syst. Appl., 2004)

Automated system for detection of epileptiform patterns in EEG by using a modified RBFN classifier. - Nurettin Acir (Expert Syst. Appl., 2005)

Classification of ECG beats by using a fast least square support vector machines with a dynamic programming feature selection algorithm. - Nurettin Acir (Neural Comput. Appl., 2005)

Automatic recognition of sleep spindles in EEG via radial basis support vector machine based on a modified feature selection algorithm. - Nurettin Acir; Cüneyt Güzelis (Neural Comput. Appl., 2005)

Automatic detection of epileptiform events in EEG by a three-stage procedure based on artificial neural networks. - Nurettin Acir; Ibrahim Öztura; Mehmet Kuntalp; Baris Baklan; Cüneyt Güzelis (IEEE Trans. Biomed. Eng., 2005)

Automatic classification of auditory brainstem responses using SVM-based feature selection algorithm for threshold detection. - Nurettin Acir; Özcan Özdamar; Cüneyt Güzelis (Eng. Appl. Artif. Intell., 2006)

A support vector machine classifier algorithm based on a perturbation method and its application to ECG beat recognition systems. - Nurettin Acir (Expert Syst. Appl., 2006)

A modified hybrid neural network for pattern recognition and its application to SSW complex in EEG. - Nurettin Acir (Neural Comput. Appl., 2006)

A modified adaptive IIR filter design via wavelet networks based on Lyapunov stability theory. - Nurettin Acir (Neural Comput. Appl., 2008)

A novel nonlinear adaptive filter design and its implementation with FPGA. - Engin Cemal Menguc; Nurettin Acir (SIU, 2012)

A new approach to adaptive noise cancellation in synthetic auditory evoked potentials. - Nurettin Acir; Engin Cemal Menguc (BIBE, 2013)

Lyapunov Stability Theory Based Adaptive Filter Algorithm for Noisy Measurements. - Engin Cemal Menguc; Nurettin Acir (UKSim, 2013)

Estimation of brainstem auditory evoked potentials using a nonlinear adaptive filtering algorithm. - Nurettin Acir (Neural Comput. Appl., 2013)

Auditory brainstem response classification for threshold detection using estimated evoked potential data: comparison with ensemble averaged data. - Nurettin Acir; Yasemin Erkan; Yemen Alev Bahtiyar (Neural Comput. Appl., 2013)

Lyapunov stability theory based complex valued adaptive filter design. - Engin Cemal Menguc; Nurettin Acir (SIU, 2014)

A Modified Neural Filtering Algorithm for Tracking of Chaotic Signals. - Engin Cemal Menguc; Nurettin Acir (UKSim, 2014)

A new approach to channel equalization problem. - Engin Cemal Menguc; Nurettin Acir (SIU, 2015)

Complex-valued least mean Kurtosis adaptive filter algorithm. - Engin Cemal Menguc; Nurettin Acir (SIU, 2016)

Real-Time Implementation of Lyapunov Stability Theory-Based Adaptive Filter on FPGA. - Engin Cemal Mengüç; Nurettin Acir (IEICE Trans. Electron., 2016)

Prediction of complex-valued signals by using complex-valued LMK algorithm. - Engin Cemal Menguc; Nurettin Acir (SIU, 2017)

A novel system for automatic removal of ocular artefacts in EEG by using outlier detection methods and independent component analysis. - Salim Çinar; Nurettin Acir (Expert Syst. Appl., 2017)

An augmented complex-valued Lyapunov stability theory based adaptive filter algorithm. - Engin Cemal Mengüç; Nurettin Acir (Signal Process., 2017)

A generalized Lyapunov stability theory-based adaptive FIR filter algorithm with variable step sizes. - Engin Cemal Mengüç; Nurettin Acir (Signal Image Video Process., 2017)

Enhancement of finger vein images using Gabor filter. - Mustafa Kocakulak; Nurettin Acir (SIU, 2018)

Deep neural network training with iPSO algorithm. - Mehmet Muzaffer Kosten; Murat Barut; Nurettin Acir (SIU, 2018)

Kurtosis-Based CRTRL Algorithms for Fully Connected Recurrent Neural Networks. - Engin Cemal Menguc; Nurettin Acir (IEEE Trans. Neural Networks Learn. Syst., 2018)

An Augmented Complex-Valued Least-Mean Kurtosis Algorithm for the Filtering of Noncircular Signals. - Engin Cemal Menguc; Nurettin Acir (IEEE Trans. Signal Process., 2018)

Quality Determination by Using Support Vector Machine in Gas Welding Applications. - Adem Avci; Nurettin Acir (SIU, 2019)

Classification of Motor Imagery Signals by Convolutional Neural Network for BCI Applications. - Mustafa Alper Balim; Nurettin Acir (SIU, 2019)

Capsule Network for Finger-Vein-based Biometric Identification. - Dilara Gumusbas; Tulay Yildirim; Mustafa Kocakulak; Nurettin Acir (SSCI, 2019)

Remaining Useful Life Estimation With Parallel Convolutional Neural Networks On Predictive Maintenance Applications. - Adem Avci; Nurettin Acir (SIU, 2020)

Classification of Motor Imaginary Signals Using Stacked Autoencoders. - Mustafa Alper Balim; Nurettin Acir (SIU, 2020)

Widely Linear Quaternion-Valued Least-Mean Kurtosis Algorithm. - Engin Cemal Mengüç; Nurettin Acir; Danilo P. Mandic (IEEE Trans. Signal Process., 2020)

Motor Imagery Signal Classification Using Constant-Q Transform for BCI Applications. - Mustafa Alper Balim; Cemal Hanilçi; Nurettin Acir (EUSIPCO, 2021)

Dynamic ROI Extraction for Palmprints using MediaPipe Hands. - Mustafa Kocakulak; Nurettin Acir (SIU, 2022)

A Class of Online Censoring Based Quaternion-Valued Least Mean Square Algorithms. - Engin Cemal Mengüç; Nurettin Acir; Danilo P. Mandic (IEEE Signal Process. Lett., 2023)

Automated vein verification using self-attention-based convolutional neural networks. - Mustafa Kocakulak; Adem Avci; Nurettin Acir (Expert Syst. Appl., 2023)

Robust adaptive filters: a comprehensive comparison. - Nazim Özince; Ilyas Çiçek; Engin Cemal Mengüç; Nurettin Acir (Signal Image Video Process., 2025)