Kemal Polat

发表

Real time heart rate detection using non-contact photoplethysmography signals

Ahmet Resit Kavsaoglu, Kemal Polat, Mehmet Recep Bozkurt, 2014, 2014 22nd Signal Processing and Communications Applications Conference (SIU).

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..

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.

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..

Guest editorial: New trends in data pre-processing methods for signal and image classification

M. Hariharan, Yanhui Guo, U. Rajendra Acharya, 2017, Neural Computing and Applications.

Automated identification of diseases related to lymph system from lymphography data using artificial immune recognition system with fuzzy resource allocation mechanism (fuzzy-AIRS)

Kemal Polat, Salih Günes, 2006, Biomed. Signal Process. Control..

Sleep spindles recognition system based on time and frequency domain features

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

Feature Weighting Comparison Based on Clustering Centers in the Detection of Diabetic Retinopathy

Kemal Polat, 2016 .

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

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

Utilization of Discretization method on the diagnosis of optic nerve disease

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

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

Yanhui Guo, Kemal Polat, Amira S. Ashour, 2018, 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.

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..

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.

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.

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

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

Design of a Graphical User Interface for Data Preprocessing and Image Segmentation Process in 2D MRI Images

Kemal Polat, Pakize Erdogmus, Enver Kucukkulahli, 2017 .

Alternatively new signal for sleep staging processing in patients with Obstructive Sleep Apnea: Photoplethysmography signal

Kemal Polat, Mehmet Recep Bozkurt, Muhammed Kursad Ucar, 2016, 2016 24th Signal Processing and Communication Application Conference (SIU).

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 .

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

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

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

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

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

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

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..

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.

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.

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..

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.

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

Mesut Toğaçar, Kemal Polat, Wafaa Alsaggaf, 2020 .

Special Issue: Soft computing in software engineering

Coskun Bayrak, Akhan Akbulut, Kemal Polat, 2016, Appl. Soft Comput..

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..

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.

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..

Measuring of oxygen saturation using pulse oximeter based on fuzzy logic

Kemal Polat, Gozde Ates, 2012, 2012 IEEE International Symposium on Medical Measurements and Applications Proceedings.

A Hybrid SCA Inspired BBO for Feature Selection Problems

Kemal Polat, Ruzelita Ngadiran, Yasmin Mohd Yacob, 2019, 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 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..

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..

Dominant Dataset Selection Algorithms for Time-Series Data Based on Linear Transformation pdf

Yi Wu, Kemal Polat, Yi Liu, 2019, ArXiv.

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.

Corrigendum to “Automatic Classification of Hypertension Types Based on Personal Features by Machine Learning Algorithms”

Kemal Polat, Majid Nour, 2020 .

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

Kemal Polat, İbrahim Yücedağ, Umit Senturk, 2020 .

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).

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..

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.

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..

A New Classifier Based on Attribute Weighted Artificial Immune System (AWAIS)

Kemal Polat, Halife Kodaz, Salih Günes, 2004, ISCIS.

An improved approach to medical data sets classification: artificial immune recognition system with fuzzy resource allocation mechanism

Kemal Polat, Salih Günes, 2007, Expert Syst. J. Knowl. Eng..

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

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

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..

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.

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..

Artificial Immune Recognition System Based Classifier Ensemble on the Different Feature Subsets for Detecting the Cardiac Disorders from SPECT Images

Kemal Polat, Salih Günes, Ramazan Sekerci, 2007, DEXA.

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..

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

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

PREFACE

U. Rajendra Acharya, Kemal Polat, Mario Köppen, 2015, Appl. Soft Comput..

A hybrid expert system approach for telemonitoring of vocal fold pathology

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

A novel feature ranking algorithm for biometric recognition with PPG signals

Ahmet Resit Kavsaoglu, Kemal Polat, Mehmet Recep Bozkurt, 2014, 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..

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

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

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..

Comparison of Different Classifier Algorithms on the Automated Detection of Obstructive Sleep Apnea Syndrome

Kemal Polat, Sebnem Yosunkaya, Salih Günes, 2008, Journal of Medical Systems.

Histogram-based automatic segmentation of images

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

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 .

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..

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..

CLASSIFICATION OF DIFFERENT FOREST TYPES wITH MACHINE LEARNING ALGORITHMS

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

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 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).

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

Sazali Yaacob, Kemal Polat, Hariharan Muthusamy, 2015 .

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 method to forecast of Escherichia coli promoter gene sequences: Integrating feature selection and Fuzzy-AIRS classifier system

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

Kemal Polat, 2018, Neural Computing and Applications.

Piecewise Demodulation Based on Combined Artificial Neural Network for Quadrate Frequency Shift Keying Communication Signals

Kemal Polat, Nihat Daldal, 2019 .

Corrigendum to "Diagnosis of heart disease using artificial immune recognition system and fuzzy weighted pre-processing" [Pattern Recognition 39(11) (2006) 2186-2193]

Kemal Polat, Salih Günes, Sülayman Tosun, 2011, Pattern Recognit..

Cuff-less continuous blood pressure estimation from Electrocardiogram(ECG) and Photoplethysmography (PPG) signals with artificial neural network

Kemal Polat, Umit Senturk, Ibrahim Yücedag, 2018, 2018 26th Signal Processing and Communications Applications Conference (SIU).

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..

Pairwise ANFIS Approach to Determining the Disorder Degree of Obstructive Sleep Apnea Syndrome

Kemal Polat, Sebnem Yosunkaya, Salih Günes, 2008, Journal of Medical Systems.

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

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

Fotopletismografi Sinyalleri ile Biyometrik Tanlmaya Yönelik Özellil< <;lkarlml Feature Extraetion for Biometrie Reeognition with Photoplethysmogr aphy Signals

Kemal Polat, Hariharan Muthusamy, Malaysia Perlis, 2013 .

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..

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.

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.

Covering-based rough set classification system

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

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.

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

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

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..

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

Kemal Polat, Şaban Öztürk, Muhyaddin Rawa, 2021 .

The Methods toward Improving Communication Performance in Transparent Radio Frequency Signals

Kemal Polat, Nihat Daldal, Majid Nour, 2020 .

Data weighting method on the basis of binary encoded output to solve multi-class pattern classification problems

Kemal Polat, 2013, 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..

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 Hybrid Automated Detection System Based on Least Square Support Vector Machine Classifier and k -NN Based Weighted Pre-processing for Diagnosing of Macular Disease

Kemal Polat, Sadik Kara, Aysegül Güven, 2007, ICANNGA.

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..

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..

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.

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..

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..

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 .

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..

KNCM: Kernel Neutrosophic c-Means Clustering

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

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

Kemal Polat, Nihat Daldal, Majid Nour, 2020 .

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).

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

Kemal Polat, S. Savas Durduran, 2011, Neural Computing and Applications.

A New Approach to Diagnosing of Importance Degree of Obstructive Sleep Apnea Syndrome: Pairwise AIRS and Fuzzy-AIRS Classifiers

Kemal Polat, Sebnem Yosunkaya, Salih Günes, 2008, Journal of Medical Systems.

Machine learning based classification of violin and viola instrument sounds for the same notes

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

Pairwise FCM based feature weighting for improved classification of vertebral column disorders

Kemal Polat, H. Erdinc Kocer, Yavuz Unal, 2014, Comput. Biol. Medicine.

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..

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..

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..

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..

Computer aided diagnosis of ECG data on the least square support vector machine

Kemal Polat, Bayram Akdemir, Salih Günes, 2008, Digit. Signal Process..

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.

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).

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..

Tolerance rough set firefly-based quick reduct

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

A hybrid approach to image segmentation: Combination of BBO (Biogeography based optimization) and Histogram Based Cluster Estimation

Kemal Polat, Pakize Erdogmus, Enver Küçükkülahli, 2017, 2017 25th Signal Processing and Communications Applications Conference (SIU).

Prediction of hepatitis disease based on principal component analysis and artificial immune recognition system

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

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

Kemal Polat, S. Savas Durduran, 2011, Neural Computing and Applications.

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..

Breast cancer diagnosis using least square support vector machine

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

Intelligent Recognition of Diabetes Disease via FCM Based Attribute Weighting

Kemal Polat, 2016 .

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).

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

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

A new feature constituting approach to detection of vocal fold pathology

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

Brain MRI Segmentation based on Different Clustering Algorithms

Kemal Polat, Enver Kucukkulahli, Pakize Erdogmus, 2016 .

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.

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

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

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.

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.

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.

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..

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

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

Detection of sleep apnea events using electroencephalogram signals

Kemal Polat, Varun Bajaj, Sachin Taran, 2021 .

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

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

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..

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..

Emotional Speaker Identification using a Novel Capsule Nets Model

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

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..

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.

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..

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

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

Deep Learning Applications for Hyperspectral Imaging: A Systematic Review

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

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.

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

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

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).

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 .

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.

Examining the relevance with sleep stages of time domain features of EEG, EOG, and chin EMG signals

Kemal Polat, Sebnem Yosunkaya, Mehmet Dursun, 2009, 2009 14th National Biomedical Engineering Meeting.