K. Polat

发表

Pattern Detection of Atherosclerosis from Carotid Artery Doppler Signals using Fuzzy Weighted Pre-Processing and Least Square Support Vector Machine (LSSVM)

S. Günes, K. Polat, S. Kara, 2007, Annals of Biomedical Engineering.

A new hybrid method based on fuzzy-artificial immune system and k-nn algorithm for breast cancer diagnosis

Kemal Polat, Halife Kodaz, Salih Günes, 2007, Comput. Biol. Medicine.

A cascade learning system for classification of diabetes disease: Generalized Discriminant Analysis and Least Square Support Vector Machine

Kemal Polat, Ahmet Arslan, Salih Günes, 2008, Expert Syst. Appl..

Comparison of the Performances of Selected EEG Electrodes with Optimization Algorithms in P300 Based Speller Systems

K. Polat, M. Arican, Murat Arıcan, 2019, 2019 Scientific Meeting on Electrical-Electronics & Biomedical Engineering and Computer Science (EBBT).

A novel blood pressure estimation method based on the classification of oscillometric waveforms using machine-learning methods

Abdulrahman A. Alshdadi, A. El-latif, K. Polat, 2020 .

A new multistage short-term wind power forecast model using decomposition and artificial intelligence methods

K. Polat, M. Çunkaş, H. Cevik, 2019, Physica A: Statistical Mechanics and its Applications.

Features by Machine Learning Algorithms

K. Polat, M. Nour, 2020 .

A Novel Wearable Real-Time Sleep Apnea Detection System Based on the Acceleration Sensor

K. Polat, A. H. Yüzer, H. Sümbül, 2020 .

Epileptic Seizure Detection Based on New Hybrid Models with Electroencephalogram Signals

K. Polat, M. Nour, 2020 .

A hybrid medical decision making system based on principles component analysis, k-NN based weighted pre-processing and adaptive neuro-fuzzy inference system

Kemal Polat, Salih Günes, S. Günes, 2006, Digit. Signal Process..

Otitis media detection using tympanic membrane images with a novel multi-class machine learning algorithm

Kemal Polat, Zafer Cömert, Adi Alhudhaif, 2021, PeerJ Comput. Sci..

Automatic Detection of Hard Exudates Shadow Region within Retinal Layers of OCT Images

Sara A. Althubiti, Fayadh S. Alenezi, K. Polat, 2022, Mathematical Problems in Engineering.

Gaussian process regression (GPR) based non-invasive continuous blood pressure prediction method from cuff oscillometric signals

Abdulrahman A. Alshdadi, A. El-latif, K. Polat, 2020 .

Categorization of knowledge graph based recommendation methods and benchmark datasets from the perspectives of application scenarios: A comprehensive survey

K. Polat, Zongmin Ma, Nasrullah Khan, 2022, Expert Syst. Appl..

Ensemble Learning Framework with GLCM Texture Extraction for Early Detection of Lung Cancer on CT Images

Sara A. Althubiti, Fayadh S. Alenezi, K. Polat, 2022, Computational and mathematical methods in medicine.

Forecasting COVID-19 Pandemic Using Prophet, ARIMA, and Hybrid Stacked LSTM-GRU Models in India

Fayadh S. Alenezi, K. Polat, R. Dhanalakshmi, 2022, Computational and mathematical methods in medicine.

Skin Lesion Segmentation Based on Edge Attention Vnet with Balanced Focal Tversky Loss

K. Polat, M. Nour, Adi Alhudhaif, 2022, Mathematical Problems in Engineering.

A Novel Approach to Skin Lesion Segmentation: Multipath Fusion Model with Fusion Loss

K. Polat, N. Barışçı, M. Nour, 2022, Computational and mathematical methods in medicine.

Automated Multimodal image fusion for brain tumor detection

K. Polat, D. Koundal, H. Kaur, 2021, Journal of Artificial Intelligence and Systems.

ASHEED: Attention-shifting mechanism for depolarization of cluster head energy consumption in the smart sensing system

Sara A. Althubiti, Fayadh S. Alenezi, Jun Liu, 2022, Expert Syst. Appl..

Detection of Alzheimer’s Disease and Dementia States Based on Deep Learning from MRI Images: A Comprehensive Review

K. Polat, Emre Altınkaya, B. Barakli, 2020 .

Machine Learning and Electrocardiography Signal-Based Minimum Calculation Time Detection for Blood Pressure Detection

K. Polat, M. Nour, Adi Alhudhaif, 2022, Computational and mathematical methods in medicine.

Feature Extraction Approach for Speaker Verification to Support Healthcare System Using Blockchain Security for Data Privacy

Fayadh S. Alenezi, K. Polat, Ashwani Kumar, 2022, Computational and mathematical methods in medicine.

Automatic Arrhythmia Detection Based on the Probabilistic Neural Network with FPGA Implementation

Fayadh S. Alenezi, K. Polat, B. Kumar, 2022, Mathematical Problems in Engineering.

DCA-IoMT: Knowledge-Graph-Embedding-Enhanced Deep Collaborative Alert Recommendation Against COVID-19

K. Polat, Nasrullah Khan, Aman Ullah, 2022, IEEE Transactions on Industrial Informatics.

An effective hashing method using W-Shaped contrastive loss for imbalanced datasets

Fayadh S. Alenezi, K. Polat, Ş. Öztürk, 2022, Expert Syst. Appl..

Aliasing black box adversarial attack with joint self-attention distribution and confidence probability

Fayadh S. Alenezi, K. Polat, Mingwei Lin, 2022, Expert Syst. Appl..

A Novel Intelligent-Based Intrusion Detection System Approach Using Deep Multilayer Classification

Sridhar Reddy Vulapula, Fayadh S. Alenezi, K. Polat, 2022, Mathematical Problems in Engineering.

Automatic sleep staging in obstructive sleep apnea patients using photoplethysmography, heart rate variability signal and machine learning techniques

K. Polat, C. Bilgin, M. K. Ucar, 2016, Neural computing & applications (Print).

Smooth quantile regression and distributed inference for non-randomly stored big data

Fayadh S. Alenezi, K. Polat, Kangning Wang, 2022, Expert systems with applications.

Classification of vertebral column disorders and lumbar discs disease using attribute weighting algorithm with mean shift clustering

K. Polat, Y. Unal, H. Koçer, 2016 .

A novel hybrid intelligent method based on C4.5 decision tree classifier and one-against-all approach for multi-class classification problems

Kemal Polat, Salih Günes, S. Günes, 2009, Expert Syst. Appl..

OCE-NGC: A neutrosophic graph cut algorithm using optimized clustering estimation algorithm for dermoscopic skin lesion segmentation

Kemal Polat, Amira S. Ashour, Yanhui Guo, 2020, Appl. Soft Comput..

A Novel Data Preprocessing Method for the Modeling and Prediction of Freeze-Drying Behavior of Apples: Multiple Output–Dependent Data Scaling (MODDS)

Kemal Polat, Volkan Kirmaci, K. Polat, 2012 .

A new hybrid PSO assisted biogeography-based optimization for emotion and stress recognition from speech signal

K. YogeshC., Kemal Polat, Abdul Hamid Adom, 2017, Expert Syst. Appl..

A novel feature ranking algorithm for biometric recognition with PPG signals

Ahmet Resit Kavsaoglu, Kemal Polat, Mehmet Recep Bozkurt, 2014, Comput. Biol. Medicine.

Feature extraction for biometric recognition with photoplethysmography signals

M. Hariharan, Ahmet Resit Kavsaoglu, Kemal Polat, 2013, 2013 21st Signal Processing and Communications Applications Conference (SIU).

Automatic determination of digital modulation types with different noises using Convolutional Neural Network based on time-frequency information

Kemal Polat, Nihat Daldal, Zafer Cömert, 2020, Appl. Soft Comput..

A new feature selection method on classification of medical datasets: Kernel F-score feature selection

Kemal Polat, Salih Günes, S. Günes, 2009, Expert Syst. Appl..

Principles component analysis, fuzzy weighting pre-processing and artificial immune recognition system based diagnostic system for diagnosis of lung cancer

Kemal Polat, Salih Günes, S. Günes, 2008, Expert Syst. Appl..

Medical decision support system based on artificial immune recognition immune system (AIRS), fuzzy weighted pre-processing and feature selection

Kemal Polat, Salih Günes, S. Günes, 2007, Expert Syst. Appl..

Diagnosis of heart disease using artificial immune recognition system and fuzzy weighted pre-processing

Kemal Polat, Salih Güneş, Sülayman Tosun, 2006, Pattern Recognit..

Hepatitis disease diagnosis using a new hybrid system based on feature selection (FS) and artificial immune recognition system with fuzzy resource allocation

Kemal Polat, Salih Günes, S. Günes, 2006, Digit. Signal Process..

Automated COVID‐19 detection in chest X‐ray images using fine‐tuned deep learning architectures

K. Polat, D. Koundal, Rupesh Gupta, 2021, Expert Syst. J. Knowl. Eng..

A new hybrid intelligent system for accurate detection of Parkinson's disease

M. Hariharan, Kemal Polat, R. Sindhu, 2014, Comput. Methods Programs Biomed..

Bispectral features and mean shift clustering for stress and emotion recognition from natural speech

K. YogeshC., Kemal Polat, Abdul Hamid Adom, 2017, Comput. Electr. Eng..

A new feature constituting approach to detection of vocal fold pathology

Sazali Yaacob, M. Hariharan, Kemal Polat, 2014, Int. J. Syst. Sci..

A hybrid expert system approach for telemonitoring of vocal fold pathology

Sazali Yaacob, M. Hariharan, Kemal Polat, 2013, Appl. Soft Comput..

Application of Attribute Weighting Method Based on Clustering Centers to Discrimination of Linearly Non-Separable Medical Datasets

Kemal Polat, K. Polat, 2012, Journal of Medical Systems.

Detection of Skin Diseases from Dermoscopy Image Using the combination of Convolutional Neural Network and One-versus-All

Kemal Polat, Kaan Onur Koç, K. Polat, 2020, Journal of Artificial Intelligence and Systems.

Towards wearable blood pressure measurement systems from biosignals: a review

Kemal Polat, Ümit Şentürk, İbrahim Yücedağ, 2019, Turkish J. Electr. Eng. Comput. Sci..

Classification of epileptiform EEG using a hybrid system based on decision tree classifier and fast Fourier transform

Kemal Polat, Salih Günes, S. Günes, 2007, Appl. Math. Comput..

Particle Swarm Optimization Based Feature Enhancement and Feature Selection for Improved Emotion Recognition in Speech and Glottal Signals

Sazali Yaacob, Kemal Polat, Hariharan Muthusamy, 2015, PloS one.

Parkinson disease classification using one against all based data sampling with the acoustic features from the speech signals.

Kemal Polat, Majid Nour, K. Polat, 2020, Medical hypotheses.

A novel facial emotion recognition method for stress inference of facial nerve paralysis patients

Fayadh S. Alenezi, K. Polat, Mingzhe Jiang, 2022, Expert Syst. Appl..

SPOSDS: A smart Polycystic Ovary Syndrome diagnostic system using machine learning

Fayadh S. Alenezi, K. Polat, D. Koundal, 2022, Expert Syst. Appl..

Breast cancer diagnosis using least square support vector machine

Kemal Polat, Salih Günes, S. Günes, 2007, Digit. Signal Process..

A different sleep apnea classification system with neural network based on the acceleration signals

Harun Sümbül, Majid Nour, Ahmet Hayrettin Yuzer, 2020 .

Determination of COVID-19 pneumonia based on generalized convolutional neural network model from chest X-ray images

K. Polat, O. Karaman, A. Alhudhaif, 2021, Expert Systems with Applications.

A non-invasive continuous cuffless blood pressure estimation using dynamic Recurrent Neural Networks

Kemal Polat, İbrahim Yücedağ, Umit Senturk, 2020 .

New Trends in Data Pre-processing Methods for Signal and Image Classification Covering-based Rough Set Classification System

Ahmad Taher Azar, H. Hannah Inbarani, Kemal Polat, 2022 .

Tolerance rough set firefly-based quick reduct

Ahmad Taher Azar, H. Hannah Inbarani, Kemal Polat, 2016, Neural Computing and Applications.

Utilization of Discretization method on the diagnosis of optic nerve disease

Kemal Polat, Sadik Kara, Aysegül Güven, 2008, Comput. Methods Programs Biomed..

A Novel Medical Diagnosis model for COVID-19 infection detection based on Deep Features and Bayesian Optimization

Kemal Polat, Zafer Cömert, Majid Nour, 2020, Applied Soft Computing.

Automatic detection of respiratory arrests in OSA patients using PPG and machine learning techniques

Kemal Polat, Mehmet Recep Bozkurt, Muhammed Kursad Ucar, 2016, Neural Computing and Applications.

Feature Extraction aligned Email Classification based on Imperative Sentence Selection through Deep Learning

Kemal Polat, Aman Ullah, Nashit Ali, 2021, Journal of Artificial Intelligence and Systems.

A Novel Multi-Task Learning Network Based on Melanoma Segmentation and Classification with Skin Lesion Images

Fayadh S. Alenezi, K. Polat, Ammar Armghan, 2023, Diagnostics.

An improved elephant herding optimization using sine-cosine mechanism and opposition based learning for global optimization problems

Sazali Yaacob, M. Hariharan, Kemal Polat, 2021, Expert Syst. Appl..

Pairwise and variance based signal compression algorithm (PVBSC) in the P300 based speller systems using EEG signals

Kemal Polat, Murat Arican, K. Polat, 2019, Comput. Methods Programs Biomed..

A novel data reduction method: Distance based data reduction and its application to classification of epileptiform EEG signals

Kemal Polat, Salih Günes, S. Günes, 2008, Appl. Math. Comput..

Artificial immune recognition system with fuzzy resource allocation mechanism classifier, principal component analysis and FFT method based new hybrid automated identification system for classification of EEG signals

Kemal Polat, Salih Günes, S. Günes, 2008, Expert Syst. Appl..

Estimation of atrial fibrillation from lead-I ECGs: Comparison with cardiologists and machine learning model (CurAlive), a clinical validation study pdf

Kemal Polat, Emine Selda Gündüz, Onur Karaman, 2021, ArXiv.

CLASSIFICATION OF DIFFERENT FOREST TYPES wITH MACHINE LEARNING ALGORITHMS

Kemal Polat, Kadir Sabanci, K. Polat, 2016 .

Deep Learning Applications for Hyperspectral Imaging: A Systematic Review

Kemal Polat, Akin Ozdemir, K. Polat, 2020, Journal of the Institute of Electronics and Computer.

A new method to medical diagnosis: Artificial immune recognition system (AIRS) with fuzzy weighted pre-processing and application to ECG arrhythmia

Kemal Polat, Salih Günes, Seral Sahan, 2006, Expert Syst. Appl..

A Novel Automatic Audiometric System Design Based on Machine Learning Methods Using the Brain’s Electrical Activity Signals

Fayadh S. Alenezi, K. Polat, A. Alhudhaif, 2023, Diagnostics.

The Effect of Training and Testing Process on Machine Learning in Biomedical Datasets

Kemal Polat, Muhammed Kursad Ucar, Hatem Sindi, 2020, Mathematical Problems in Engineering.

TheEffect of Training andTestingProcess onMachineLearning in Biomedical Datasets

K. Polat, H. Sindi, M. Nour, 2020 .

Detection of abnormalities in lumbar discs from clinical lumbar MRI with hybrid models

M. Hariharan, Kemal Polat, H. Erdinc Kocer, 2015, Appl. Soft Comput..

Repetitive neural network (RNN) based blood pressure estimation using PPG and ECG signals

Kemal Polat, Ümit Şentürk, Ibrahim Yücedağ, 2018, 2018 2nd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT).

Automatic Classification of Hypertension Types Based on Personal Features by Machine Learning Algorithms

Kemal Polat, Majid Nour, K. Polat, 2020 .

A Novel Blood Pressure Estimation Method with the Combination of Long Short Term Memory Neural Network and Principal Component Analysis Based on PPG Signals

Kemal Polat, İbrahim Yücedağ, Umit Senturk, 2019 .

Non-invasive prediction of hemoglobin level using machine learning techniques with the PPG signal's characteristics features

Kemal Polat, Muthusamy Hariharan, A. Reşit Kavsaoğlu, 2015, Appl. Soft Comput..

Efficient sleep stage recognition system based on EEG signal using k-means clustering based feature weighting

Kemal Polat, Sebnem Yosunkaya, Salih Günes, 2010, Expert Syst. Appl..

A hybrid dermoscopy images segmentation approach based on neutrosophic clustering and histogram estimation

Yanhui Guo, Kemal Polat, Amira S. Ashour, 2018, Appl. Soft Comput..

Attention based CNN model for fire detection and localization in real-world images

Kemal Polat, Sarfaraz Masood, Fayadh Alenezi, 2022, Expert Syst. Appl..

A novel demodulation structure for quadrate modulation signals using the segmentary neural network modelling

Kemal Polat, Nihat Daldal, Majid Nour, 2020 .

Binary particle swarm optimization (BPSO) based channel selection in the EEG signals and its application to speller systems

Kemal Polat, Murat Arican, K. Polat, 2020, Journal of Artificial Intelligence and Systems.

Classification of multi-carrier digital modulation signals using NCM clustering based feature-weighting method

Yanhui Guo, Kemal Polat, Nihat Daldal, 2019, Comput. Ind..

A Novel ML Approach to Prediction of Breast Cancer: Combining of mad normalization, KMC based feature weighting and AdaBoostM1 classifier

Kemal Polat, Umit Sentürk, K. Polat, 2018, 2018 2nd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT).

A Novel Tilt and Acceleration Measurement System Based on Hall-Effect Sensors Using Neural Networks

K. Polat, H. Sindi, M. Nour, 2022, Mathematical Problems in Engineering.

Markov features based DTCWS algorithm for online image forgery detection using ensemble classifier in the pandemic

K. Polat, D. Koundal, Karan Aggarwal, 2021, Expert Syst. Appl..

A novel demodulation system for base band digital modulation signals based on the deep long short-term memory model

Abdulkadir Sengur, Kemal Polat, Nihat Daldal, 2020 .

A multi-stage melanoma recognition framework with deep residual neural network and hyperparameter optimization-based decision support in dermoscopy images

Fayadh S. Alenezi, K. Polat, Ammar Armghan, 2023, Expert Syst. Appl..

Wavelet Transform Based Deep Residual Neural Network and ReLU based Extreme Learning Machine for Skin Lesion Classification

Fayadh S. Alenezi, K. Polat, Ammar Armghan, 2022, Expert Systems with Applications.

Classification of imbalanced hyperspectral images using SMOTE-based deep learning methods

Kemal Polat, Adi Alhudhaif, Akin Özdemir, 2021, Expert Syst. Appl..

Robust automated Parkinson disease detection based on voice signals with transfer learning

Kemal Polat, Adi Alhudhaif, Onur Karaman, 2021, Expert Syst. Appl..

Multi-class f-score feature selection approach to classification of obstructive sleep apnea syndrome

Kemal Polat, Sebnem Yosunkaya, Salih Günes, 2010, Expert Syst. Appl..

Subtractive clustering attribute weighting (SCAW) to discriminate the traffic accidents on Konya-Afyonkarahisar highway in Turkey with the help of GIS: A case study

Kemal Polat, S. Savas Durduran, K. Polat, 2011, Adv. Eng. Softw..

Novel dual-channel long short-term memory compressed capsule networks for emotion recognition pdf

Kemal Polat, Ismail Shahin, Ali Bou Nassif, 2021, Expert Syst. Appl..

Comparison of different classifier algorithms for diagnosing macular and optic nerve diseases

Kemal Polat, Salih Günes, Aysegül Güven, 2009, Expert Syst. J. Knowl. Eng..

A novel unsupervised domain adaptation framework based on graph convolutional network and multi-level feature alignment for inter-subject ECG classification

Fayadh S. Alenezi, K. Polat, A. Alhudhaif, 2023, Expert Syst. Appl..

Mechanism of Internet of Things (IoT) Integrated with Radio Frequency Identification (RFID) Technology for Healthcare System

Gouse Baig Mohammad, Fayadh S. Alenezi, Salman Ali Syed, 2022, Mathematical Problems in Engineering.

Hybrid BBO_PSO and higher order spectral features for emotion and stress recognition from natural speech

K. YogeshC., Kemal Polat, Abdul Hamid Adom, 2017, Appl. Soft Comput..

A novel nonlinear automated multi-class skin lesion detection system using soft-attention based convolutional neural networks

Ahmad O. Aseeri, K. Polat, Adi Alhudhaif, 2023, Chaos, Solitons & Fractals.

Prediction of E.Coli Promoter Gene Sequences Using a Hybrid Combination Based on Feature Selection, Fuzzy Weighted Pre-processing, and Decision Tree Classifier

Kemal Polat, Bayram Akdemir, Salih Günes, 2007, KES.

A new medical decision making system: Least square support vector machine (LSSVM) with Fuzzy Weighting Pre-processing

Kemal Polat, Emre Çomak, Ahmet Arslan, 2007, Expert Syst. Appl..

Neighborhood based EEG compression method on P300 speller systems

Kemal Polat, Murat Arican, K. Polat, 2018, 2018 Electric Electronics, Computer Science, Biomedical Engineerings' Meeting (EBBT).

Secret images transfer in cloud system based on investigating quantum walks in steganography approaches

Ahmed A. Abd El-Latif, Kemal Polat, Bassem Abd-El-Atty, 2020 .

An expert system approach based on principal component analysis and adaptive neuro-fuzzy inference system to diagnosis of diabetes disease

Kemal Polat, Salih Günes, S. Günes, 2007, Digit. Signal Process..

A novel image segmentation approach based on neutrosophic c-means clustering and indeterminacy filtering

Yanhui Guo, Kemal Polat, Abdulkadir Sengür, 2017, Neural Computing and Applications.

A new classification method to diagnosis liver disorders: supervised artificial immune system (AIRS)

S. Gunes, K. Polat, S. Sahan, 2005, Proceedings of the IEEE 13th Signal Processing and Communications Applications Conference, 2005..

Histogram-based automatic segmentation of images

K. Polat, P. Erdoğmuş, Enver Küçükkülahli, 2016, Neural Computing and Applications.

Histogram-based automatic segmentation of images

Kemal Polat, Pakize Erdogmus, Enver Küçükkülahli, 2016, Neural Computing and Applications.

A Hybrid SCA Inspired BBO for Feature Selection Problems

Kemal Polat, Ruzelita Ngadiran, Yasmin Mohd Yacob, 2019, Mathematical Problems in Engineering.

Classification of Parkinson's disease using feature weighting method on the basis of fuzzy C-means clustering

Kemal Polat, K. Polat, 2012, Int. J. Syst. Sci..

The Fault Diagnosis based on Deep Long Short-Term Memory Model from the Vibration Signals in the Computer Numerical Control Machines

K. Polat, 2020 .

Usage of output-dependent data scaling in modeling and prediction of air pollution daily concentration values (PM10) in the city of Konya

K. Polat, S. Durduran, 2012, Neural computing & applications (Print).

A novel data preprocessing method to estimate the air pollution (SO2): neighbor-based feature scaling (NBFS)

Kemal Polat, K. Polat, 2012, Neural Computing and Applications.

Ensemble adaptive network-based fuzzy inference system with weighted arithmetical mean and application to diagnosis of optic nerve disease from visual-evoked potential signals

Kemal Polat, Bayram Akdemir, Sadik Kara, 2008, Artif. Intell. Medicine.

Improved Emotion Recognition Using Gaussian Mixture Model and Extreme Learning Machine in Speech and Glottal Signals

Sazali Yaacob, Kemal Polat, Hariharan Muthusamy, 2015 .

A Hybrid Approach to Parkinson Disease Classification Using Speech Signal: The Combination of SMOTE and Random Forests

Kemal Polat, K. Polat, 2019, 2019 Scientific Meeting on Electrical-Electronics & Biomedical Engineering and Computer Science (EBBT).

Sleep spindles recognition system based on time and frequency domain features

Kemal Polat, Sebnem Yosunkaya, Salih Günes, 2011, Expert Syst. Appl..

An adaptive deep learning framework to classify unknown composite power quality event using known single power quality events

Muhyaddin J. H. Rawa, Kemal Polat, Saban Öztürk, 2021, Expert Syst. Appl..

A hybrid approach to medical decision support systems: Combining feature selection, fuzzy weighted pre-processing and AIRS

Kemal Polat, Salih Günes, S. Günes, 2007, Comput. Methods Programs Biomed..

Automatic detection of heart disease using an artificial immune recognition system (AIRS) with fuzzy resource allocation mechanism and k

Kemal Polat, Salih Günes, Seral Sahan, 2007, Expert Syst. Appl..

The Medical Applications of Attribute Weighted Artificial Immune System (AWAIS): Diagnosis of Heart and Diabetes Diseases

Kemal Polat, Halife Kodaz, Salih Günes, 2005, ICARIS.

A novel hybrid deep learning approach including combination of 1D power signals and 2D signal images for power quality disturbance classification

Kemal Polat, Saban Öztürk, Muhyaddin Rawa, 2021, Expert Syst. Appl..

A novel fetal ECG signal compression method: Variance and neighboring based data compression

Kemal Polat, Murat Arican, K. Polat, 2018, 2018 26th Signal Processing and Communications Applications Conference (SIU).

Novel hybrid DNN approaches for speaker verification in emotional and stressful talking environments pdf

Kemal Polat, Ismail Shahin, Ali Bou Nassif, 2021, Neural Computing and Applications.

Freezing of Gait (FoG) Detection Using Logistic Regression in Parkinson's Disease from Acceleration Signals

Kemal Polat, K. Polat, 2019, 2019 Scientific Meeting on Electrical-Electronics & Biomedical Engineering and Computer Science (EBBT).

Automatic sleep staging in obstructive sleep apnea patients using photoplethysmography, heart rate variability signal and machine learning techniques

Kemal Polat, Mehmet Recep Bozkurt, Muhammed Kursad Ucar, 2016, Neural Computing and Applications.

Automatic determination of traffic accidents based on KMC-based attribute weighting

K. Polat, S. Durduran, 2012, Neural Computing and Applications.

A Novel Cuffless Blood Pressure Prediction: Uncovering New Features and New Hybrid ML Models

K. Polat, M. Nour, Murat Arıcan, 2023, Diagnostics.

Medical diagnosis of atherosclerosis from Carotid Artery Doppler Signals using principal component analysis (PCA), k-NN based weighting pre-processing and Artificial Immune Recognition System (AIRS)

Kemal Polat, Fatma Latifoglu, Sadik Kara, 2008, J. Biomed. Informatics.

Towards the classification of heart sounds based on convolutional deep neural network

Varun Bajaj, Kemal Polat, Abdulkadir Şengür, 2019, Health Information Science and Systems.

Breast cancer and liver disorders classification using artificial immune recognition system (AIRS) with performance evaluation by fuzzy resource allocation mechanism

Kemal Polat, Halife Kodaz, Salih Günes, 2007, Expert Syst. Appl..

A New Classification Method for Breast Cancer Diagnosis: Feature Selection Artificial Immune Recognition System (FS-AIRS)

Kemal Polat, Halife Kodaz, Salih Günes, 2005, ICNC.

A Novel Framework of Two Successive Feature Selection Levels Using Weight-Based Procedure for Voice-Loss Detection in Parkinson’s Disease

Kemal Polat, Amira S. Ashour, Majid Kamal A. Nour, 2020, IEEE Access.

Diagnosis and classification of Parkinson's disease using ensemble learning and 1D-PDCovNN

K. Polat, M. Nour, Ümit Şentürk, 2023, Comput. Biol. Medicine.

Usage of class dependency based feature selection and fuzzy weighted pre-processing methods on classification of macular disease

Kemal Polat, Sadik Kara, Aysegül Güven, 2009, Expert Syst. Appl..

Predicting fetal hypoxia using common spatial pattern and machine learning from cardiotocography signals

Mesut Toğaçar, Kemal Polat, Wafaa Alsaggaf, 2020 .

Performance Evaluation of Deep e-CNN with Integrated Spatial-Spectral Features in Hyperspectral Image Classification

Fayadh S. Alenezi, M. Kavitha, K. Polat, 2022, Measurement.

Determining of gas type in counter flow vortex tube using pairwise fisher score attribute reduction method

Kemal Polat, Volkan Kirmaci, K. Polat, 2011 .

TSCBAS: A Novel Correlation Based Attribute Selection Method and Application on Telecommunications Churn Analysis

Kemal Polat, Fatih Kayaalp, Muhammet Sinan Başarslan, 2018, 2018 International Conference on Artificial Intelligence and Data Processing (IDAP).

ReX-Net: A reflectance-guided underwater image enhancement network for extreme scenarios

Fayadh S. Alenezi, K. Polat, Jingchun Zhou, 2023, Expert systems with applications.

Detection of lung nodule and cancer using novel Mask-3 FCM and TWEDLNN algorithms

Kemal Polat, Rohit Miri, Monagi H. Alkinani, 2021 .

K. Polat, 2018, Neural Computing and Applications.

Automatic determination of diseases related to lymph system from lymphography data using principles component analysis (PCA), fuzzy weighting pre-processing and ANFIS

Kemal Polat, Salih Günes, S. Günes, 2007, Expert Syst. Appl..

Consistency- and dependence-guided knowledge distillation for object detection in remote sensing images

Fayadh S. Alenezi, K. Polat, Mingwei Lin, 2023, Expert Syst. Appl..

A Novel Approach to Ensemble Classifiers: FsBoost-Based Subspace Method

Adeeb Noor, Redhwan Nour, Kemal Polat, 2020, Mathematical Problems in Engineering.

A smart decision support system to diagnose arrhythymia using ensembled ConvNet and ConvNet-LSTM model

Fayadh S. Alenezi, K. Polat, D. Koundal, 2023, Expert Syst. Appl..

Attention-based end-to-end CNN framework for content-based X-ray image retrieval

K. Polat, Ş. Öztürk, A. Alhudhaif, 2021, Turkish J. Electr. Eng. Comput. Sci..

Fault Detection of CNC Machines from Vibration Signals Using Machine Learning Methods

Kemal Polat, Huseyin Canbaz, K. Polat, 2019 .

Random fully connected layered 1D CNN for solving the Z-bus loss allocation problem

Kemal Polat, Şaban Öztürk, Muhyaddin Rawa, 2021 .

Automatic sleep staging in obstructive sleep apnea patients using photoplethysmography, heart rate variability signal and machine learning techniques

K. Polat, C. Bilgin, M. R. Bozkurt, 2016, Neural Computing and Applications.

The effect to diagnostic accuracy of decision tree classifier of fuzzy and k-NN based weighted pre-processing methods to diagnosis of erythemato-squamous diseases

Kemal Polat, Salih Günes, S. Günes, 2006, Digit. Signal Process..

Automatic detection of respiratory arrests in OSA patients using PPG and machine learning techniques

K. Polat, C. Bilgin, M. R. Bozkurt, 2016, Neural computing & applications (Print).

Emotional Speaker Identification using a Novel Capsule Nets Model

Kemal Polat, Ismail Shahin, Ali Bou Nassif, 2022, Expert Syst. Appl..

Development of smart camera systems based on artificial intelligence network for social distance detection to fight against COVID-19

Kemal Polat, Adi Alhudhaif, Onur Karaman, 2021, Applied Soft Computing.

Investigation of effects of time domain features of the photoplethysmography (PPG) signal on sleep respiratory arrests

Kemal Polat, Muhammed Kursad Ucar, Cahit Bilgin, 2015, 2015 23nd Signal Processing and Communications Applications Conference (SIU).

A hybrid classification example in describing chronic kidney disease

Kemal Polat, Fatih Kayaalp, Muhammet Sinan Basarslan, 2018, 2018 Electric Electronics, Computer Science, Biomedical Engineerings' Meeting (EBBT).

Detection of ECG Arrhythmia using a differential expert system approach based on principal component analysis and least square support vector machine

Kemal Polat, Salih Günes, S. Günes, 2007, Appl. Math. Comput..

Secrecy outage probability and limiting threshold criteria in an optimal SNR regime by maximizing desired transfer rate

Fayadh S. Alenezi, I. S. Ansari, Liang Zhou, 2023, Internet Things.

A novel approach to estimation of E. coli promoter gene sequences: Combining feature selection and least square support vector machine (FS_LSSVM)

Kemal Polat, Salih Günes, S. Günes, 2007, Appl. Math. Comput..

Brain tumor classification using the modified ResNet50 model based on transfer learning

Fayadh S. Alenezi, K. Polat, Arvind Dhaka, 2023, Biomedical Signal Processing and Control.

Classifying Alzheimer's disease based on a convolutional neural network with MRI images

K. Polat, M. Avşar, 2023, Journal of Artificial Intelligence and Systems.

Application of the output dependent feature scaling in modeling and prediction of performance of counter flow vortex tube having various nozzles numbers at different inlet pressures of air, oxygen, nitrogen and argon

Kemal Polat, Volkan Kirmaci, K. Polat, 2011 .

A novel classification framework using multiple bandwidth method with optimized CNN for brain–computer interfaces with EEG-fNIRS signals

Kemal Polat, Şaban Öztürk, Majid Nour, 2021, Neural Computing and Applications.

The effect of generalized discriminate analysis (GDA) to the classification of optic nerve disease from VEP signals

Kemal Polat, Salih Günes, Aysegül Güven, 2008, Comput. Biol. Medicine.

A novel hybrid method based on artificial immune recognition system (AIRS) with fuzzy weighted pre-processing for thyroid disease diagnosis

Kemal Polat, Salih Günes, Seral Sahan, 2007, Expert Syst. Appl..

Outdoor Image Classification Using Artificial Immune Recognition System (AIRS) with Performance Evaluation by Fuzzy Resource Allocation Mechanism

Kemal Polat, Halife Kodaz, Salih Günes, 2005, CAIP.

Computer aided medical diagnosis system based on principal component analysis and artificial immune recognition system classifier algorithm

Kemal Polat, Salih Günes, S. Günes, 2008, Expert Syst. Appl..

Usage of a novel, similarity-based weighting method to diagnose atherosclerosis from carotid artery Doppler signals

Kemal Polat, Fatma Latifoglu, Sadik Kara, 2008, Medical & Biological Engineering & Computing.

A Novel Approach to Resource Allocation Mechanism in Artificial Immune Recognition System: Fuzzy Resource Allocation Mechanism and Application to Diagnosis of Atherosclerosis Disease

Kemal Polat, Fatma Latifoglu, Sadik Kara, 2006, ICARIS.

Brain-computer interface speller system design from electroencephalogram signals with channel selection algorithms.

Kemal Polat, Enas Khairullah, Murat Arican, 2020, Medical hypotheses.

Improved binary dragonfly optimization algorithm and wavelet packet based non-linear features for infant cry classification

Sazali Yaacob, M. Hariharan, Kemal Polat, 2018, Comput. Methods Programs Biomed..

Aliasing black box adversarial attack with joint self-attention distribution and confidence probability

Fayadh S. Alenezi, K. Polat, Mingwei Lin, 2022, Expert Syst. Appl..

KNCM: Kernel Neutrosophic c-Means Clustering

Yanhui Guo, Kemal Polat, Abdulkadir Sengür, 2017, Appl. Soft Comput..

The Methods toward Improving Communication Performance in Transparent Radio Frequency Signals

Kemal Polat, Nihat Daldal, Majid Nour, 2020 .

Detection of sleep apnea events using electroencephalogram signals

Kemal Polat, Varun Bajaj, Sachin Taran, 2021 .

An innovative peak detection algorithm for photoplethysmography signals: an adaptive segmentation method

Mehmet Recep Bozkurt, Ahmet Reşit Kavsaoğlu, Kemal Polat, 2016 .

Detection of Atrial Fibrillation From Variable-Duration ECG Signal Based on Time-Adaptive Densely Network and Feature Enhancement Strategy

K. Polat, Mingzhe Jiang, A. Alhudhaif, 2022, IEEE Journal of Biomedical and Health Informatics.

Classification of COVID-19 in Chest CT Images using Convolutional Support Vector Machines pdf

Farid Melgani, Kemal Polat, Umut Özkaya, 2020, ArXiv.

Residual block fully connected DCNN with categorical generalized focal dice loss and its application to Alzheimer’s disease severity detection

K. Polat, A. Alhudhaif, 2023, PeerJ Comput. Sci..

Classification of Parkinson's disease using feature weighting method on the basis of fuzzy C-means clustering

K. Polat, 2012, Int. J. Syst. Sci..