2025
Automated efficient traffic gesture recognition using swin transformer-based multi-input deep network with radar images.
Signal Image Video Process., January, 2025
A Hybrid Efficient U-Net Framework for Detection of Anterior Belly of the Digastric Muscle on Ultrasonography.
IEEE Access, 2025
2024
A new hybrid approach for grapevine leaves recognition based on ESRGAN data augmentation and GASVM feature selection.
Neural Comput. Appl., May, 2024
ConvNext Mixer-Based Encoder Decoder Method for Nuclei Segmentation in Histopathology Images.
Int. J. Imaging Syst. Technol., 2024
Swin transformer-based fork architecture for automated breast tumor classification.
Expert Syst. Appl., 2024
Artificial intelligence in retinal screening using OCT images: A review of the last decade (2013-2023).
Comput. Methods Programs Biomed., 2024
Improving the Classification Performance of Asphalt Cracks After Earthquake With a New Feature Selection Algorithm.
IEEE Access, 2024
Improved PSO With Visit Table and Multiple Direction Search Strategies for Skin Cancer Image Segmentation.
IEEE Access, 2024
Detection of Autism Spectrum Disorders from EEG Signals using Multi-Input One-Dimensional Convolutional Neural Networks.
Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024
Accurate Segmentation of Brain Tumors in Magnetic Resonance Images with Pyramid Stage Decomposition Network Approach.
Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024
2023
A Multi-Input Convolutional Neural Networks Model for Earthquake Precursor Detection Based on Ionospheric Total Electron Content.
Remote. Sens., December, 2023
PS-VTS: particle swarm with visit table strategy for automated emotion recognition with EEG signals.
Health Inf. Sci. Syst., December, 2023
LSGP-USFNet: Automated Attention Deficit Hyperactivity Disorder Detection Using Locations of Sophie Germain's Primes on Ulam's Spiral-Based Features with Electroencephalogram Signals.
Sensors, August, 2023
Multilevel image thresholding based on Renyi's entropy and golden sinus algorithm II.
Neural Comput. Appl., August, 2023
Application of novel DIRF feature selection algorithm for automated brain disease detection.
Biomed. Signal Process. Control., August, 2023
An adaptive multilevel thresholding method with chaotically-enhanced Rao algorithm.
Multim. Tools Appl., March, 2023
SPA-IDS: An intelligent intrusion detection system based on vertical mode decomposition and iterative feature selection in computer networks.
Microprocess. Microsystems, February, 2023
An automated internet of behavior detection method based on feature selection and multiple pooling using network data.
Multim. Tools Appl., 2023
2022
Dental Material Detection based on Faster Regional Convolutional Neural Networks and Shape Features.
Neural Process. Lett., 2022
DeepCov19Net: Automated COVID-19 Disease Detection with a Robust and Effective Technique Deep Learning Approach.
New Gener. Comput., 2022
Multi-model LSTM-based convolutional neural networks for detection of apple diseases and pests.
J. Ambient Intell. Humaniz. Comput., 2022
COV-ECGNET: COVID-19 detection using ECG trace images with deep convolutional neural network.
Health Inf. Sci. Syst., 2022
Automated robust human emotion classification system using hybrid EEG features with ICBrainDB dataset.
Health Inf. Sci. Syst., 2022
A novel approach for accurate detection of the DDoS attacks in SDN-based SCADA systems based on deep recurrent neural networks.
Expert Syst. Appl., 2022
A comprehensive intrusion detection framework using boosting algorithms.
Comput. Electr. Eng., 2022
Attention-based 3D CNN with residual connections for efficient ECG-based COVID-19 detection.
Comput. Biol. Medicine, 2022
Accurate detection of autism using Douglas-Peucker algorithm, sparse coding based feature mapping and convolutional neural network techniques with EEG signals.
Comput. Biol. Medicine, 2022
Dental Caries Detection Using Score-Based Multi-Input Deep Convolutional Neural Network.
IEEE Access, 2022
Wavelet ELM-AE Based Data Augmentation and Deep Learning for Efficient Emotion Recognition Using EEG Recordings.
IEEE Access, 2022
2021
Spotting Deepfakes and Face Manipulations by Fusing Features from Multi-Stream CNNs Models.
Symmetry, 2021
Efficient COVID-19 Segmentation from CT Slices Exploiting Semantic Segmentation with Integrated Attention Mechanism.
J. Digit. Imaging, 2021
Deep learning approaches for COVID-19 detection based on chest X-ray images.
Expert Syst. Appl., 2021
Machine learning methods for cyber security intrusion detection: Datasets and comparative study.
Comput. Networks, 2021
Deep rhythm and long short term memory-based drowsiness detection.
Biomed. Signal Process. Control., 2021
Feature Mapping and Deep Long Short Term Memory Network-Based Efficient Approach for Parkinson's Disease Diagnosis.
IEEE Access, 2021
2020
The investigation of multiresolution approaches for chest X-ray image based COVID-19 detection.
Health Inf. Sci. Syst., 2020
Convolutional neural networks based efficient approach for classification of lung diseases.
Health Inf. Sci. Syst., 2020
Local feature descriptors based ECG beat classification.
Health Inf. Sci. Syst., 2020
Cascaded deep learning-based efficient approach for license plate detection and recognition.
Expert Syst. Appl., 2020
Two-stepped majority voting for efficient EEG-based emotion classification.
Brain Informatics, 2020
Classification of Lung Sounds With CNN Model Using Parallel Pooling Structure.
IEEE Access, 2020
A New Deep CNN Model for Environmental Sound Classification.
IEEE Access, 2020
2019
Surface EMG signals and deep transfer learning-based physical action classification.
Neural Comput. Appl., 2019
Computer-aided diagnosis of breast cancer using bi-dimensional empirical mode decomposition.
Neural Comput. Appl., 2019
An Advanced Analysis System for Identifying Alcoholic Brain State Through EEG Signals.
Int. J. Autom. Comput., 2019
Towards the classification of heart sounds based on convolutional deep neural network.
Health Inf. Sci. Syst., 2019
Prediction of intrapartum fetal hypoxia considering feature selection algorithms and machine learning models.
Health Inf. Sci. Syst., 2019
Computer-aided diagnosis system combining FCN and Bi-LSTM model for efficient breast cancer detection from histopathological images.
Appl. Soft Comput., 2019
2018
Transfer learning based histopathologic image classification for breast cancer detection.
Health Inf. Sci. Syst., 2018
Emotion classification using flexible analytic wavelet transform for electroencephalogram signals.
Health Inf. Sci. Syst., 2018
A novel retinal vessel detection approach based on multiple deep convolution neural networks.
Comput. Methods Programs Biomed., 2018
An effective color texture image segmentation algorithm based on hermite transform.
Appl. Soft Comput., 2018
Optic disc determination in retinal images with deep features.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018
Deep convolutional neural networks for airport detection in remote sensing images.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018
Deep End-to-End Representation Learning for Food Type Recognition from Speech.
Proceedings of the 2018 on International Conference on Multimodal Interaction, 2018
Low Level Texture Features for Snore Sound Discrimination.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
Silhouette Orientation Volumes for Efficient Fall Detection in Depth Videos.
IEEE J. Biomed. Health Informatics, 2017
A Retinal Vessel Detection Approach Based on Shearlet Transform and Indeterminacy Filtering on Fundus Images.
Symmetry, 2017
An Efficient Image Segmentation Algorithm Using Neutrosophic Graph Cut.
Symmetry, 2017
NS-<i>k</i>-NN: Neutrosophic Set-Based <i>k</i>-Nearest Neighbors Classifier.
Symmetry, 2017
A Novel Neutrosophic Weighted Extreme Learning Machine for Imbalanced Data Set.
Symmetry, 2017
A hybrid method based on time-frequency images for classification of alcohol and control EEG signals.
Neural Comput. Appl., 2017
Classification of amyotrophic lateral sclerosis disease based on convolutional neural network and reinforcement sample learning algorithm.
Health Inf. Sci. Syst., 2017
Using neutrosophic graph cut segmentation algorithm for qualified rendering image selection in thyroid elastography video.
Health Inf. Sci. Syst., 2017
A novel microaneurysms detection approach based on convolutional neural networks with reinforcement sample learning algorithm.
Health Inf. Sci. Syst., 2017
Neutrosophic Hough Transform.
Axioms, 2017
KNCM: Kernel Neutrosophic c-Means Clustering.
Appl. Soft Comput., 2017
2016
Efficient Airport Detection Using Line Segment Detector and Fisher Vector Representation.
IEEE Geosci. Remote. Sens. Lett., 2016
Multi-category EEG signal classification developing time-frequency texture features based Fisher Vector encoding method.
Neurocomputing, 2016
A novel breast ultrasound image segmentation algorithm based on neutrosophic similarity score and level set.
Comput. Methods Programs Biomed., 2016
Time-frequency texture descriptors of EEG signals for efficient detection of epileptic seizure.
Brain Informatics, 2016
2015
NCM: Neutrosophic c-means clustering algorithm.
Pattern Recognit., 2015
NECM: Neutrosophic evidential c-means clustering algorithm.
Neural Comput. Appl., 2015
A Novel Edge Detection Algorithm Based on Texture Feature Coding.
J. Intell. Syst., 2015
OMP-ELM: Orthogonal Matching Pursuit-Based Extreme Learning Machine for Regression.
J. Intell. Syst., 2015
A novel 3D skeleton algorithm based on neutrosophic cost function.
Appl. Soft Comput., 2015
Shape feature encoding via Fisher Vector for efficient fall detection in depth-videos.
Appl. Soft Comput., 2015
Hand gesture recognition from kinect depth images.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015
Texture classification using scale invariant feature transform and Bag-of-Words.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015
Fall detection with depth-videos.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015
Iterative hard thresholding based Extreme Learning Machine.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015
2014
A novel image edge detection algorithm based on neutrosophic set.
Comput. Electr. Eng., 2014
A novel image segmentation algorithm based on neutrosophic similarity clustering.
Appl. Soft Comput., 2014
2013
Modified neutrosophic approach to color image segmentation.
J. Electronic Imaging, 2013
A Novel Color Image Segmentation Approach Based on Neutrosophic Set and Modified Fuzzy <i>c</i>-Means.
Circuits Syst. Signal Process., 2013
2012
Denoising of weak ECG signals by using wavelet analysis and fuzzy thresholding.
Netw. Model. Anal. Health Informatics Bioinform., 2012
Support Vector Machine Ensembles for Intelligent Diagnosis of Valvular Heart Disease.
J. Medical Syst., 2012
2011
Investigation of complex modulus of base and EVA modified bitumen with Adaptive-Network-Based Fuzzy Inference System.
Expert Syst. Appl., 2011
Color texture image segmentation based on neutrosophic set and wavelet transformation.
Comput. Vis. Image Underst., 2011
Wavelet domain association rules for efficient texture classification.
Appl. Soft Comput., 2011
2010
Investigation of complex modulus of base and SBS modified bitumen with artificial neural networks.
Expert Syst. Appl., 2010
Evaluation of ensemble methods for diagnosing of valvular heart disease.
Expert Syst. Appl., 2010
2009
Multiclass least-squares support vector machines for analog modulation classification.
Expert Syst. Appl., 2009
Artificial neural network and wavelet neural network approaches for modelling of a solar air heater.
Expert Syst. Appl., 2009
Modelling of a new solar air heater through least-squares support vector machines.
Expert Syst. Appl., 2009
Effective diagnosis of heart disease through neural networks ensembles.
Expert Syst. Appl., 2009
An optimum feature extraction method for texture classification.
Expert Syst. Appl., 2009
Prediction of protein cellular localization sites using a hybrid method based on artificial immune system and fuzzy k-NN algorithm.
Digit. Signal Process., 2009
Diagnosis of valvular heart disease through neural networks ensembles.
Comput. Methods Programs Biomed., 2009
2008
A hybrid method based on artificial immune system and fuzzy k-NN algorithm for diagnosis of heart valve diseases.
Expert Syst. Appl., 2008
An expert system based on linear discriminant analysis and adaptive neuro-fuzzy inference system to diagnosis heart valve diseases.
Expert Syst. Appl., 2008
Wavelet transform and adaptive neuro-fuzzy inference system for color texture classification.
Expert Syst. Appl., 2008
Performance prediction of a ground-coupled heat pump system using artificial neural networks.
Expert Syst. Appl., 2008
A robust technique based on invariant moments - ANFIS for recognition of human parasite eggs in microscopic images.
Expert Syst. Appl., 2008
An expert system based on principal component analysis, artificial immune system and fuzzy k-NN for diagnosis of valvular heart diseases.
Comput. Biol. Medicine, 2008
2007
Wavelet packet neural networks for texture classification.
Expert Syst. Appl., 2007
Online modulation recognition of analog communication signals using neural network.
Expert Syst. Appl., 2007
2006
Comparison of clustering algorithms for analog modulation classification.
Expert Syst. Appl., 2006
2005
Unsupervised Image Segmentation Using Markov Random Fields.
Proceedings of the Artificial Intelligence and Neural Networks, 14th Turkish Symposium, 2005