A New Classifier Based on Attribute Weighted Artificial Immune System (AWAIS). - Seral Sahan; Halife Kodaz; Salih Günes; Kemal Polat (ISCIS, 2004)

Outdoor Image Classification Using Artificial Immune Recognition System (AIRS) with Performance Evaluation by Fuzzy Resource Allocation Mechanism. - Kemal Polat; Seral Sahan; Halife Kodaz; Salih Günes (CAIP, 2005)

The Medical Applications of Attribute Weighted Artificial Immune System (AWAIS): Diagnosis of Heart and Diabetes Diseases. - Seral Sahan; Kemal Polat; Halife Kodaz; Salih Günes (ICARIS, 2005)

A New Classification Method for Breast Cancer Diagnosis: Feature Selection Artificial Immune Recognition System (FS-AIRS). - Kemal Polat; Seral Sahan; Halife Kodaz; Salih Günes (ICNC (2), 2005)

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; Sadik Kara; Fatma Latifoglu; Salih Günes (ICARIS, 2006)

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 (Biomed. Signal Process. Control., 2006)

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 (Digit. Signal Process., 2006)

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 (Digit. Signal Process., 2006)

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 (Digit. Signal Process., 2006)

A new method to medical diagnosis: Artificial immune recognition system (AIRS) with fuzzy weighted pre-processing and application to ECG arrhythmia. - Kemal Polat; Seral Sahan; Salih Günes (Expert Syst. Appl., 2006)

Diagnosis of heart disease using artificial immune recognition system and fuzzy weighted pre-processing. - Kemal Polat; Salih Günes; Sülayman Tosun (Pattern Recognit., 2006)

Artificial Immune Recognition System Based Classifier Ensemble on the Different Feature Subsets for Detecting the Cardiac Disorders from SPECT Images. - Kemal Polat; Ramazan Sekerci; Salih Günes (DEXA, 2007)

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; Salih Günes (ICANNGA (2), 2007)

Prediction of E.Coli Promoter Gene Sequences Using a Hybrid Combination Based on Feature Selection, Fuzzy Weighted Pre-processing, and Decision Tree Classifier. - Bayram Akdemir; Kemal Polat; Salih Günes (KES (1), 2007)

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 (Appl. Math. Comput., 2007)

Classification of epileptiform EEG using a hybrid system based on decision tree classifier and fast Fourier transform. - Kemal Polat; Salih Günes (Appl. Math. Comput., 2007)

Prediction of hepatitis disease based on principal component analysis and artificial immune recognition system. - Kemal Polat; Salih Günes (Appl. Math. Comput., 2007)

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 (Appl. Math. Comput., 2007)

A new hybrid method based on fuzzy-artificial immune system and k-nn algorithm for breast cancer diagnosis. - Seral Sahan; Kemal Polat; Halife Kodaz; Salih Günes (Comput. Biol. Medicine, 2007)

A hybrid approach to medical decision support systems: Combining feature selection, fuzzy weighted pre-processing and AIRS. - Kemal Polat; Salih Günes (Comput. Methods Programs Biomed., 2007)

Breast cancer diagnosis using least square support vector machine. - Kemal Polat; Salih Günes (Digit. Signal Process., 2007)

An expert system approach based on principal component analysis and adaptive neuro-fuzzy inference system to diagnosis of diabetes disease. - Kemal Polat; Salih Günes (Digit. Signal Process., 2007)

An improved approach to medical data sets classification: artificial immune recognition system with fuzzy resource allocation mechanism. - Kemal Polat; Salih Günes (Expert Syst. J. Knowl. Eng., 2007)

A new medical decision making system: Least square support vector machine (LSSVM) with Fuzzy Weighting Pre-processing. - Emre Çomak; Kemal Polat; Salih Günes; Ahmet Arslan 001 (Expert Syst. Appl., 2007)

Medical decision support system based on artificial immune recognition immune system (AIRS), fuzzy weighted pre-processing and feature selection. - Kemal Polat; Salih Günes (Expert Syst. Appl., 2007)

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 (Expert Syst. Appl., 2007)

Automatic detection of heart disease using an artificial immune recognition system (AIRS) with fuzzy resource allocation mechanism and k. - Kemal Polat; Seral Sahan; Salih Günes (Expert Syst. Appl., 2007)

A novel hybrid method based on artificial immune recognition system (AIRS) with fuzzy weighted pre-processing for thyroid disease diagnosis. - Kemal Polat; Seral Sahan; Salih Günes (Expert Syst. Appl., 2007)

Breast cancer and liver disorders classification using artificial immune recognition system (AIRS) with performance evaluation by fuzzy resource allocation mechanism. - Kemal Polat; Seral Sahan; Halife Kodaz; Salih Günes (Expert Syst. Appl., 2007)

A novel data reduction method: Distance based data reduction and its application to classification of epileptiform EEG signals. - Kemal Polat; Salih Günes (Appl. Math. Comput., 2008)

Ensemble adaptive network-based fuzzy inference system with weighted arithmetical mean and application to diagnosis of optic nerve disease from visual-evoked potential signals. - Bayram Akdemir; Sadik Kara; Kemal Polat; Aysegül Güven; Salih Günes (Artif. Intell. Medicine, 2008)

The effect of generalized discriminate analysis (GDA) to the classification of optic nerve disease from VEP signals. - Aysegül Güven; Kemal Polat; Sadik Kara; Salih Günes (Comput. Biol. Medicine, 2008)

Utilization of Discretization method on the diagnosis of optic nerve disease. - Kemal Polat; Sadik Kara; Aysegül Güven; Salih Günes (Comput. Methods Programs Biomed., 2008)

Computer aided diagnosis of ECG data on the least square support vector machine. - Kemal Polat; Bayram Akdemir; Salih Günes (Digit. Signal Process., 2008)

Principles component analysis, fuzzy weighting pre-processing and artificial immune recognition system based diagnostic system for diagnosis of lung cancer. - Kemal Polat; Salih Günes (Expert Syst. Appl., 2008)

Computer aided medical diagnosis system based on principal component analysis and artificial immune recognition system classifier algorithm. - Kemal Polat; Salih Günes (Expert Syst. Appl., 2008)

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 (Expert Syst. Appl., 2008)

A cascade learning system for classification of diabetes disease: Generalized Discriminant Analysis and Least Square Support Vector Machine. - Kemal Polat; Salih Günes; Ahmet Arslan 001 (Expert Syst. Appl., 2008)

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). - Fatma Latifoglu; Kemal Polat; Sadik Kara; Salih Günes (J. Biomed. Informatics, 2008)

Comparison of Different Classifier Algorithms on the Automated Detection of Obstructive Sleep Apnea Syndrome. - Kemal Polat; Sebnem Yosunkaya; Salih Günes (J. Medical Syst., 2008)

Pairwise ANFIS Approach to Determining the Disorder Degree of Obstructive Sleep Apnea Syndrome. - Kemal Polat; Sebnem Yosunkaya; Salih Günes (J. Medical Syst., 2008)

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 (J. Medical Syst., 2008)

Usage of a novel, similarity-based weighting method to diagnose atherosclerosis from carotid artery Doppler signals. - Kemal Polat; Fatma Latifoglu; Sadik Kara; Salih Günes (Medical Biol. Eng. Comput., 2008)

Comparison of different classifier algorithms for diagnosing macular and optic nerve diseases. - Kemal Polat; Sadiotak Kara; Aysegül Güven; Salih Günes (Expert Syst. J. Knowl. Eng., 2009)

A new method to forecast of Escherichia coli promoter gene sequences: Integrating feature selection and Fuzzy-AIRS classifier system. - Kemal Polat; Salih Günes (Expert Syst. Appl., 2009)

A new feature selection method on classification of medical datasets: Kernel F-score feature selection. - Kemal Polat; Salih Günes (Expert Syst. Appl., 2009)

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 (Expert Syst. Appl., 2009)

Usage of class dependency based feature selection and fuzzy weighted pre-processing methods on classification of macular disease. - Kemal Polat; Sadik Kara; Aysegül Güven; Salih Günes (Expert Syst. Appl., 2009)

Multi-class f-score feature selection approach to classification of obstructive sleep apnea syndrome. - Salih Günes; Kemal Polat; Sebnem Yosunkaya (Expert Syst. Appl., 2010)

Efficient sleep stage recognition system based on EEG signal using k-means clustering based feature weighting. - Salih Günes; Kemal Polat; Sebnem Yosunkaya (Expert Syst. Appl., 2010)

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 (Adv. Eng. Softw., 2011)

Sleep spindles recognition system based on time and frequency domain features. - Salih Günes; Mehmet Dursun; Kemal Polat; Sebnem Yosunkaya (Expert Syst. Appl., 2011)

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 (Pattern Recognit., 2011)

Measuring of oxygen saturation using pulse oximeter based on fuzzy logic. - Gozde Ates; Kemal Polat (MeMeA, 2012)

Classification of Parkinson's disease using feature weighting method on the basis of fuzzy C-means clustering. - Kemal Polat (Int. J. Syst. Sci., 2012)

Application of Attribute Weighting Method Based on Clustering Centers to Discrimination of Linearly Non-Separable Medical Datasets. - Kemal Polat (J. Medical Syst., 2012)

A novel data preprocessing method to estimate the air pollution (SO2): neighbor-based feature scaling (NBFS). - Kemal Polat (Neural Comput. Appl., 2012)

Automatic determination of traffic accidents based on KMC-based attribute weighting. - Kemal Polat; S. Savas Durduran (Neural Comput. Appl., 2012)

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 (Neural Comput. Appl., 2012)

Feature extraction for biometric recognition with photoplethysmography signals. - A. Resit Kavsaoglu; Kemal Polat; Mehmet Recep Bozkurt; Muthusamy Hariharan (SIU, 2013)

A hybrid expert system approach for telemonitoring of vocal fold pathology. - M. Hariharan 001; Kemal Polat; R. Sindhu; Sazali Yaacob (Appl. Soft Comput., 2013)

Data weighting method on the basis of binary encoded output to solve multi-class pattern classification problems. - Kemal Polat (Expert Syst. Appl., 2013)

Real time heart rate detection using non-contact photoplethysmography signals. - Ahmet Resit Kavsaoglu; Kemal Polat; Mehmet Recep Bozkurt (SIU, 2014)

A novel feature ranking algorithm for biometric recognition with PPG signals. - A. Resit Kavsaoglu; Kemal Polat; Mehmet Recep Bozkurt (Comput. Biol. Medicine, 2014)

Pairwise FCM based feature weighting for improved classification of vertebral column disorders. - Yavuz Unal; Kemal Polat; Hasan Erdinc Kocer (Comput. Biol. Medicine, 2014)

A new hybrid intelligent system for accurate detection of Parkinson's disease. - M. Hariharan 001; Kemal Polat; R. Sindhu (Comput. Methods Programs Biomed., 2014)

A new feature constituting approach to detection of vocal fold pathology. - M. Hariharan 001; Kemal Polat; Sazali Yaacob (Int. J. Syst. Sci., 2014)

Investigation of effects of time domain features of the photoplethysmography (PPG) signal on sleep respiratory arrests. - Muhammed Kürsad Uçar; Mehmet Recep Bozkurt; Kemal Polat; Cahit Bilgin (SIU, 2015)

Non-invasive prediction of hemoglobin level using machine learning techniques with the PPG signal's characteristics features. - A. Resit Kavsaoglu; Kemal Polat; M. Hariharan 001 (Appl. Soft Comput., 2015)

Preface. - Kemal Polat; Musa Hakan Asyali; Muthusamy Hariharan; U. Rajendra Acharya; Mario Köppen (Appl. Soft Comput., 2015)

Detection of abnormalities in lumbar discs from clinical lumbar MRI with hybrid models. - Yavuz Unal; Kemal Polat; Hasan Erdinc Kocer; M. Hariharan 001 (Appl. Soft Comput., 2015)

Alternatively new signal for sleep staging processing in patients with Obstructive Sleep Apnea: Photoplethysmography signal. - Muhammed Kürsad Uçar; Mehmet Recep Bozkurt; Kemal Polat; Cahit Bilgin (SIU, 2016)

Special Issue: Soft computing in software engineering. - Cagatay Catal; Coskun Bayrak; Ali Bou Nassif; Kemal Polat; Akhan Akbulut (Appl. Soft Comput., 2016)

Histogram-based automatic segmentation of images. - Enver Küçükkülahli; Pakize Erdogmus; Kemal Polat (Neural Comput. Appl., 2016)

A hybrid approach to image segmentation: Combination of BBO (Biogeography based optimization) and Histogram Based Cluster Estimation. - Enver Küçükkülahli; Pakize Erdogmus; Kemal Polat (SIU, 2017)

KNCM: Kernel Neutrosophic c-Means Clustering. - Yaman Akbulut; Abdulkadir Sengür; Yanhui Guo 001; Kemal Polat (Appl. Soft Comput., 2017)

Hybrid BBO_PSO and higher order spectral features for emotion and stress recognition from natural speech. - Yogesh C. K.; M. Hariharan 001; Ruzelita Ngadiran; Abdul Hamid Adom; Sazali Yaacob; Kemal Polat (Appl. Soft Comput., 2017)

Bispectral features and mean shift clustering for stress and emotion recognition from natural speech. - Yogesh C. K.; Muthusamy Hariharan; Yuvaraj Rajamanickam; Ruzelita Ngadiran; Abdul Hamid Adom; Sazali Yaacob; Kemal Polat (Comput. Electr. Eng., 2017)

A new hybrid PSO assisted biogeography-based optimization for emotion and stress recognition from speech signal. - Yogesh C. K.; M. Hariharan 001; Ruzelita Ngadiran; Abdul Hamid Adom; Sazali Yaacob; Chawki Berkai; Kemal Polat (Expert Syst. Appl., 2017)

Guest editorial: New trends in data pre-processing methods for signal and image classification. - Kemal Polat; Muthusamy Hariharan; U. Rajendra Acharya; Yanhui Guo 001 (Neural Comput. Appl., 2017)

A novel fetal ECG signal compression method: Variance and neighboring based data compression. - Murat Arican; Kemal Polat (SIU, 2018)

Machine learning based classification of violin and viola instrument sounds for the same notes. - Kemal Avci; Murat Arican; Kemal Polat (SIU, 2018)

Cuff-less continuous blood pressure estimation from Electrocardiogram(ECG) and Photoplethysmography (PPG) signals with artificial neural network. - Ümit Sentürk; Ibrahim Yücedag; Kemal Polat (SIU, 2018)

A hybrid dermoscopy images segmentation approach based on neutrosophic clustering and histogram estimation. - Amira S. Ashour; Yanhui Guo 001; Enver Küçükkülahli; Pakize Erdogmus; Kemal Polat (Appl. Soft Comput., 2018)

Improved binary dragonfly optimization algorithm and wavelet packet based non-linear features for infant cry classification. - M. Hariharan 001; R. Sindhu; Vikneswaran Vijean; Haniza Yazid; Thiyagar Nadarajaw; Sazali Yaacob; Kemal Polat (Comput. Methods Programs Biomed., 2018)

Similarity-based attribute weighting methods via clustering algorithms in the classification of imbalanced medical datasets. - Kemal Polat (Neural Comput. Appl., 2018)

Classification of multi-carrier digital modulation signals using NCM clustering based feature-weighting method. - Nihat Daldal; Kemal Polat; Yanhui Guo 001 (Comput. Ind., 2019)

Pairwise and variance based signal compression algorithm (PVBSC) in the P300 based speller systems using EEG signals. - Murat Arican; Kemal Polat (Comput. Methods Programs Biomed., 2019)

Towards wearable blood pressure measurement systems from biosignals: a review. - Ümit Sentürk; Kemal Polat; Ibrahim Yücedag (Turkish J. Electr. Eng. Comput. Sci., 2019)

Towards the classification of heart sounds based on convolutional deep neural network. - Fatih Demir; Abdulkadir Sengür; Varun Bajaj; Kemal Polat (Health Inf. Sci. Syst., 2019)

Deep long short-term memory networks-based automatic recognition of six different digital modulation types under varying noise conditions. - Nihat Daldal; Özal Yildirim; Kemal Polat (Neural Comput. Appl., 2019)

A Novel Framework of Two Successive Feature Selection Levels Using Weight-Based Procedure for Voice-Loss Detection in Parkinson's Disease. - Amira S. Ashour; Majid Kamal A. Nour; Kemal Polat; Yanhui Guo 001; Wafaa Adnan Alsaggaf; Amira El-Attar (IEEE Access, 2020)

Automatic determination of digital modulation types with different noises using Convolutional Neural Network based on time-frequency information. - Nihat Daldal; Zafer Cömert; Kemal Polat (Appl. Soft Comput., 2020)

OCE-NGC: A neutrosophic graph cut algorithm using optimized clustering estimation algorithm for dermoscopic skin lesion segmentation. - Ahmed Refaat Hawas; Yanhui Guo 001; Chunlai Du; Kemal Polat; Amira S. Ashour (Appl. Soft Comput., 2020)

A Novel Medical Diagnosis model for COVID-19 infection detection based on Deep Features and Bayesian Optimization. - Majid Kamal A. Nour; Zafer Cömert; Kemal Polat (Appl. Soft Comput., 2020)

Classification of COVID-19 in Chest CT Images using Convolutional Support Vector Machines. - Umut Özkaya; Saban Öztürk; Serkan Budak; Farid Melgani; Kemal Polat (CoRR, 2020)

A healthcare evaluation system based on automated weighted indicators with cross-indicators based learning approach in terms of energy management and cybersecurity. - Majid Kamal A. Nour; Hatem F. Sindi; Ehab Atif Abozinadah; Saban Öztürk; Kemal Polat (Int. J. Medical Informatics, 2020)

Development of smart camera systems based on artificial intelligence network for social distance detection to fight against COVID-19. - Onur Karaman; Adi Alhudhaif; Kemal Polat (Appl. Soft Comput., 2021)

Estimation of atrial fibrillation from lead-I ECGs: Comparison with cardiologists and machine learning model (CurAlive), a clinical validation study. - N. Korucuk; C. Polat; Emine Selda Gündüz; Onur Karaman; V. Tosun; M. Onac; N. Yildirim; Y. Cete; Kemal Polat (CoRR, 2021)

Attention-based end-to-end CNN framework for content-based X-ray image retrieval. - Saban Öztürk; Adi Alhudhaif; Kemal Polat (Turkish J. Electr. Eng. Comput. Sci., 2021)

Determination of COVID-19 pneumonia based on generalized convolutional neural network model from chest X-ray images. - Adi Alhudhaif; Kemal Polat; Onur Karaman (Expert Syst. Appl., 2021)

An improved elephant herding optimization using sine-cosine mechanism and opposition based learning for global optimization problems. - Muthusamy Hariharan; Sindhu Ravindran; Sazali Yaacob; Kemal Polat (Expert Syst. Appl., 2021)

Robust automated Parkinson disease detection based on voice signals with transfer learning. - Onur Karaman; Hakan Çakin; Adi Alhudhaif; Kemal Polat (Expert Syst. Appl., 2021)

Markov features based DTCWS algorithm for online image forgery detection using ensemble classifier in the pandemic. - Rachna Mehta; Karan Aggarwal; Deepika Koundal; Adi Alhudhaif; Kemal Polat (Expert Syst. Appl., 2021)

Classification of imbalanced hyperspectral images using SMOTE-based deep learning methods. - Akin Özdemir; Kemal Polat; Adi Alhudhaif (Expert Syst. Appl., 2021)

A novel hybrid deep learning approach including combination of 1D power signals and 2D signal images for power quality disturbance classification. - Hatem F. Sindi; Majid Kamal A. Nour; Muhyaddin Jamal H. Rawa; Saban Öztürk; Kemal Polat (Expert Syst. Appl., 2021)

An adaptive deep learning framework to classify unknown composite power quality event using known single power quality events. - Hatem F. Sindi; Majid Kamal A. Nour; Muhyaddin Jamal H. Rawa; Saban Öztürk; Kemal Polat (Expert Syst. Appl., 2021)

A novel classification framework using multiple bandwidth method with optimized CNN for brain-computer interfaces with EEG-fNIRS signals. - Majid Kamal A. Nour; Saban Öztürk; Kemal Polat (Neural Comput. Appl., 2021)

Novel hybrid DNN approaches for speaker verification in emotional and stressful talking environments. - Ismail Shahin; Ali Bou Nassif; Nawel Nemmour; Ashraf Elnagar; Adi Alhudhaif; Kemal Polat (Neural Comput. Appl., 2021)

Otitis media detection using tympanic membrane images with a novel multi-class machine learning algorithm. - Adi Alhudhaif; Zafer Cömert; Kemal Polat (PeerJ Comput. Sci., 2021)

Automated COVID-19 detection in chest X-ray images using fine-tuned deep learning architectures. - Sonam Aggarwal; Sheifali Gupta; Adi Alhudhaif; Deepika Koundal; Rupesh Gupta; Kemal Polat (Expert Syst. J. Knowl. Eng., 2022)

ASHEED: Attention-shifting mechanism for depolarization of cluster head energy consumption in the smart sensing system. - Xu Lu 002; Kezhou Chen; Jun Liu 030; Rongjun Chen; Wanqing Wu; Kemal Polat; Adi Alhudhaif; Fayadh Alenezi; Sara A. Althubiti (Expert Syst. Appl., 2022)

An effective hashing method using W-Shaped contrastive loss for imbalanced datasets. - Fayadh Alenezi; Saban Öztürk; Ammar Armghan; Kemal Polat (Expert Syst. Appl., 2022)

Categorization of knowledge graph based recommendation methods and benchmark datasets from the perspectives of application scenarios: A comprehensive survey. - Nasrullah Khan; Zongmin Ma 001; Aman Ullah; Kemal Polat (Expert Syst. Appl., 2022)

Attention based CNN model for fire detection and localization in real-world images. - Saima Majid; Fayadh Alenezi; Sarfaraz Masood; Musheer Ahmad 002; Emine Selda Gündüz; Kemal Polat (Expert Syst. Appl., 2022)

Emotional speaker identification using a novel capsule nets model. - Ali Bou Nassif; Ismail Shahin; Ashraf Elnagar; Divya Velayudhan; Adi Alhudhaif; Kemal Polat (Expert Syst. Appl., 2022)

Novel dual-channel long short-term memory compressed capsule networks for emotion recognition. - Ismail Shahin; Noor Ahmad Al Hindawi; Ali Bou Nassif; Adi Alhudhaif; Kemal Polat (Expert Syst. Appl., 2022)

A novel facial emotion recognition method for stress inference of facial nerve paralysis patients. - Cuiting Xu; Chunchuan Yan; Mingzhe Jiang; Fayadh Alenezi; Adi Alhudhaif; Norah Alnaim; Kemal Polat; Wanqing Wu (Expert Syst. Appl., 2022)

Similarity attributed knowledge graph embedding enhancement for item recommendation. - Nasrullah Khan; Zongmin Ma 001; Aman Ullah; Kemal Polat (Inf. Sci., 2022)

Wi-Fi signal-based human action acknowledgement using channel state information with CNN-LSTM: a device less approach. - V. Dhilip Kumar; P. Rajesh; Kemal Polat; Fayadh Alenezi; Sara A. Althubiti; Adi Alhudhaif (Neural Comput. Appl., 2022)

DCA-IoMT: Knowledge-Graph-Embedding-Enhanced Deep Collaborative Alert Recommendation Against COVID-19. - Nasrullah Khan; Zong Min Ma 001; Aman Ullah; Kemal Polat (IEEE Trans. Ind. Informatics, 2022)

"DCA-IoMT Dataset". - Nasrullah Khan; Zongmin Ma 001; Aman Ullah; Kemal Polat (IEEE DataPort, 2022)

SPOSDS: A smart Polycystic Ovary Syndrome diagnostic system using machine learning. - Shamik Tiwari; Lalit Kane; Deepika Koundal; Anurag Jain; Adi Alhudhaif; Kemal Polat; Atef Zaguia; Fayadh Alenezi; Sara A. Althubiti (Expert Syst. Appl., 2022)

Privileged information learning with weak labels. - Yanshan Xiao; Zexin Ye; Liang Zhao; Xiangjun Kong; Bo Liu 002; Kemal Polat; Adi Alhudhaif (Appl. Soft Comput., 2023)

Wavelet transform based deep residual neural network and ReLU based Extreme Learning Machine for skin lesion classification. - Fayadh Alenezi; Ammar Armghan; Kemal Polat (Expert Syst. Appl., 2023)

Aliasing black box adversarial attack with joint self-attention distribution and confidence probability. - Jun Liu 044; Haoyu Jin; Guangxia Xu; Mingwei Lin; Tao Wu 003; Majid Kamal A. Nour; Fayadh Alenezi; Adi Alhudhaif; Kemal Polat (Expert Syst. Appl., 2023)

A smart decision support system to diagnose arrhythymia using ensembled ConvNet and ConvNet-LSTM model. - Shamik Tiwari; Anurag Jain; Varun Sapra; Deepika Koundal; Fayadh Alenezi; Kemal Polat; Adi Alhudhaif; Majid Kamal A. Nour (Expert Syst. Appl., 2023)

Residual block fully connected DCNN with categorical generalized focal dice loss and its application to Alzheimer's disease severity detection. - Adi Alhudhaif; Kemal Polat (PeerJ Comput. Sci., 2023)

Detection of Atrial Fibrillation From Variable-Duration ECG Signal Based on Time-Adaptive Densely Network and Feature Enhancement Strategy. - Xianbin Zhang; Mingzhe Jiang; Kemal Polat; Adi Alhudhaif; D. Jude Hemanth; Wanqing Wu (IEEE J. Biomed. Health Informatics, 2023)

A multi-stage melanoma recognition framework with deep residual neural network and hyperparameter optimization-based decision support in dermoscopy images. - Fayadh Alenezi; Ammar Armghan; Kemal Polat (Expert Syst. Appl., 2023)

Smooth quantile regression and distributed inference for non-randomly stored big data. - Kangning Wang 002; Jiaojiao Jia; Kemal Polat; Xiaofei Sun; Adi Alhudhaif; Fayadh Alenezi (Expert Syst. Appl., 2023)

Fusion of overexposed and underexposed images using caputo differential operator for resolution and texture based enhancement. - Liang Zhou; Fayadh S. Alenezi; Amita Nandal; Arvind Dhaka; Tao Wu 003; Deepika Koundal; Adi Alhudhaif; Kemal Polat (Appl. Intell., 2023)

Correction to: Fusion of overexposed and underexposed images using caputo differential operator for resolution and texture based enhancement. - Liang Zhou; Fayadh S. Alenezi; Amita Nandal; Arvind Dhaka; Tao Wu 003; Deepika Koundal; Adi Alhudhaif; Kemal Polat (Appl. Intell., 2023)

HOG transformation based feature extraction framework in modified Resnet50 model for brain tumor detection. - Arpit Kumar Sharma; Amita Nandal; Arvind Dhaka; Kemal Polat; Raghad Alwadie; Fayadh Alenezi; Adi Alhudhaif (Biomed. Signal Process. Control., 2023)

Diagnosis and classification of Parkinson's disease using ensemble learning and 1D-PDCovNN. - Majid Kamal A. Nour; Ümit Sentürk; Kemal Polat (Comput. Biol. Medicine, 2023)

A novel unsupervised domain adaptation framework based on graph convolutional network and multi-level feature alignment for inter-subject ECG classification. - Ziyang He; Yufei Chen; Shuaiying Yuan; Jianhui Zhao 001; Zhiyong Yuan; Kemal Polat; Adi Alhudhaif; Fayadh Alenezi; Arwa Hamid (Expert Syst. Appl., 2023)

Secrecy outage probability and limiting threshold criteria in an optimal SNR regime by maximizing desired transfer rate. - Liang Zhou; Amita Nandal; Imran Shafique Ansari; Kemal Polat; Ladislav Polak; Arvind Dhaka; Jialing Zha; Adi Alhudhaif; Fayadh Alenezi (Internet Things, 2023)

Tinba: Incremental partitioning for efficient trajectory analytics. - Ruijie Tian; Weishi Zhang; Fei Wang 041; Kemal Polat; Fayadh Alenezi (Adv. Eng. Informatics, 2023)

Morphology properties of scapular spine relative to reverse shoulder arthroplasty: A biomechanical study. - Junfeng Chen; Chen Chen; Majid Nour; Debao Liu; Youyu Zhu; Wei Zhang; Kemal Polat; Xuefei Deng 002 (Biomed. Signal Process. Control., 2023)

Classification of smart grid stability prediction using cascade machine learning methods and the internet of things in smart grid. - Mithat Önder; Muhsin Ugur Dogan; Kemal Polat (Neural Comput. Appl., 2023)

Brain tumor classification using the modified ResNet50 model based on transfer learning. - Arpit Kumar Sharma; Amita Nandal; Arvind Dhaka; Liang Zhou; Adi Alhudhaif; Fayadh Alenezi; Kemal Polat (Biomed. Signal Process. Control., 2023)

Accurate 3D contrast-free myocardial infarction delineation using a 4D dual-stream spatiotemporal feature learning framework. - Jinhao Liu; Xinglai Zhu; Chenchu Xu; Lei Xu 037; Zhifan Gao; Kemal Polat; Fayadh Alenezi (Appl. Soft Comput., 2023)

An ensemble learning approach for resampling forgery detection using Markov process. - Rachna Mehta; Karan Kumar; Adi Alhudhaif; Fayadh Alenezi; Kemal Polat (Appl. Soft Comput., 2023)

Consistency- and dependence-guided knowledge distillation for object detection in remote sensing images. - Yixia Chen; Mingwei Lin; Zhu He; Kemal Polat; Adi Alhudhaif; Fayadh Alenezi (Expert Syst. Appl., 2023)

Exposing low-quality deepfake videos of Social Network Service using Spatial Restored Detection Framework. - Ying Li; Shan Bian; Chuntao Wang; Kemal Polat; Adi Alhudhaif; Fayadh Alenezi (Expert Syst. Appl., 2023)

ReX-Net: A reflectance-guided underwater image enhancement network for extreme scenarios. - Dehuan Zhang; Jingchun Zhou; Weishi Zhang; Zifan Lin; Jian Yao; Kemal Polat; Fayadh Alenezi; Adi Alhudhaif (Expert Syst. Appl., 2023)

Detection of Alzheimer's Disease from EEG Signals Using Explainable Artificial Intelligence Analysis. - Bahadir Arabaci; Hakan Öcal; Kemal Polat (SIU, 2024)

Multimodal joint prediction of traffic spatial-temporal data with graph sparse attention mechanism and bidirectional temporal convolutional network. - Dongran Zhang; Jiangnan Yan; Kemal Polat; Adi Alhudhaif; Jun Li 105 (Adv. Eng. Informatics, 2024)

Prediction of Freezing of Gait in Parkinson's disease based on multi-channel time-series neural network. - Boyan Wang; Xuegang Hu; Rongjun Ge; Chenchu Xu; Jinglin Zhang; Zhifan Gao; Shu Zhao; Kemal Polat (Artif. Intell. Medicine, 2024)

Identification of theft in a power distribution network: A tree-based approach. - Navdeep Bhatnagar; Suchi Johari; Vivek Kumar Sehgal; Amita Nandal; Adi Alhudhaif; Kemal Polat; Surjeet Singh (Appl. Soft Comput., 2024)

A MIL-based framework via contrastive instance learning and multimodal learning for long-term ECG classification. - Haozhan Han; Cheng Lian; Bingrong Xu; Zhigang Zeng; Adi Alhudhaif; Kemal Polat (Appl. Soft Comput., 2024)

Brain tumor detection with multi-scale fractal feature network and fractal residual learning. - Shyo Prakash Jakhar; Amita Nandal; Arvind Dhaka; Adi Alhudhaif; Kemal Polat (Appl. Soft Comput., 2024)

Convolution smoothing and non-convex regularization for support vector machine in high dimensions. - Kangning Wang 002; Junning Yang; Kemal Polat; Adi Alhudhaif; Xiaofei Sun (Appl. Soft Comput., 2024)

Spectrally distinct pixel extraction and kernel filtering for brain tumour diagnosis. - Adi Alhudhaif; Shtwai Alsubai; Ahmad O. Aseeri; Amita Nandal; Kemal Polat (Biomed. Signal Process. Control., 2024)

A novel hybrid model in the diagnosis and classification of Alzheimer's disease using EEG signals: Deep ensemble learning (DEL) approach. - Majid Nour; Ümit Sentürk; Kemal Polat (Biomed. Signal Process. Control., 2024)

Distributed non-convex regularization for generalized linear regression. - Xiaofei Sun; Jingyu Zhang; Zhongmo Liu; Kemal Polat; Yujie Gai; Wenliang Gao (Expert Syst. Appl., 2024)

TANet: Transmission and atmospheric light driven enhancement of underwater images. - Dehuan Zhang; Yakun Guo; Jingchun Zhou; Weishi Zhang; Zifan Lin; Kemal Polat; Fayadh Alenezi; Adi Alhudhaif (Expert Syst. Appl., 2024)

A novel IoT-based arrhythmia detection system with ECG signals using a hybrid convolutional neural network and neural architecture search network. - Ümit Sentürk; Ceren Gülen; Kemal Polat (Int. J. Appl. Decis. Sci., 2024)

New approaches to epileptic seizure prediction based on EEG signals using hybrid CNNs. - Majid Nour; Bahadir Arabaci; Hakan Öcal; Kemal Polat (Int. J. Intell. Eng. Informatics, 2024)

A knowledge-driven graph convolutional network for abnormal electrocardiogram diagnosis. - Zhaoyang Ge; Huiqing Cheng; Zhuang Tong; Ziyang He; Adi Alhudhaif; Kemal Polat; Mingliang Xu (Knowl. Based Syst., 2024)

Continual knowledge graph embedding enhancement for joint interaction-based next click recommendation. - Nasrullah Khan; Zong Min Ma 001; Ruizhe Ma; Kemal Polat (Knowl. Based Syst., 2024)

Spatio-temporal characterisation and compensation method based on CNN and LSTM for residential travel data. - Adi Alhudhaif; Kemal Polat (PeerJ Comput. Sci., 2024)

Dynamic trajectory partition optimization method based on historical trajectory data. - Xiang Yu; Huawei Zhai; Ruijie Tian; Yao Guan; Kemal Polat; Adi Alhudhaif (Appl. Soft Comput., 2024)

Robust underwater image enhancement with cascaded multi-level sub-networks and triple attention mechanism. - Dehuan Zhang; Chenyu Wu; Jingchun Zhou; Weishi Zhang; Zifan Lin; Kemal Polat; Fayadh Alenezi (Neural Networks, 2024)

Digital Twin Use Case in Telecommunications Transport Network. - Ibrahim Fatih Mercimek; Kemal Polat; Muhammed Duran Yazar (WCNC, 2025)

Advances in EEG-based emotion recognition: Challenges, methodologies, and future directions. - Jichi Chen; Yuguo Cui; Chunfeng Wei; Kemal Polat; Fayadh Alenezi (Appl. Soft Comput., 2025)

GLformer: Global-local spatio-temporal graph fusion transformer network for traffic flow prediction. - Kunxiang Deng; Xinyu Zhang; Haoxuan Kuang; Kemal Polat; Fayadh Alenezi; Jun Li 105 (Appl. Soft Comput., 2025)

Own-background contrastive learning guided by pseudo-label for semi-supervised medical image segmentation. - Huijie Fan; Jinghan Cao; Xi'ai Chen; Sen Lin 003; Kemal Polat; Jingchun Zhou (Appl. Soft Comput., 2025)

Diagnosis of cervical cancer using CNN deep learning model with transfer learning approaches. - Arpit Kumar Sharma; Amita Nandal; Arvind Dhaka; Adi Alhudhaif; Kemal Polat; Arvind Sharma (Biomed. Signal Process. Control., 2025)

Internet of thing-based hand tremor monitoring system and automated detection of hand tremor frequency. - Mithat Önder; Nihat Daldal; Kemal Polat; Muhsin Ugur Dogan (Comput. Electr. Eng., 2025)

Hybrid Mamba-MoE model for non-invasive blood glucose prediction. - Ümit Sentürk; Gökhan Adigüzel; Kemal Polat (Comput. Electr. Eng., 2025)

Horizontal-to-tilted conversion of solar radiation data using machine learning algorithms. - Ali Naci Celik; Bahadir Sarman; Kemal Polat (Eng. Appl. Artif. Intell., 2025)

Triple voting: hybrid cardiovascular diseases prediction model. - Dahlak Daniel Solomon; Karan Kumar; Sonia; Kushal Kanwar; Kemal Polat (Int. J. Appl. Decis. Sci., 2025)

MLFINet : A multi-level feature interaction 3D medical image segmentation network. - Chuanlin Liao; Xiaolin Gou; Kemal Polat; Jingchun Zhou; Yi Lin 006 (Neurocomputing, 2025)

Using Hybrid Transformer and Convolutional Neural Network for Malware Detection in Internet of Things. - Yanhui Guo 001; Chunlai Du; Zelal Mustafaoglu; Abdulkadir Sengür; Harish Garg; Kemal Polat; Deepika Koundal (Int. J. Pattern Recognit. Artif. Intell., 2025)

Non-invasive enhanced hypertension detection through ballistocardiograph signals with Mamba model. - Adi Alhudhaif; Kemal Polat (PeerJ Comput. Sci., 2025)

Dynamic trajectory index method based on large-scale real-time trajectory data. - Huawei Zhai; Licheng Cui; Kemal Polat; Fayadh Alenezi (PeerJ Comput. Sci., 2025)

Common-Unique Decomposition Driven Diffusion Model for Contrast-Enhanced Liver MR Images Multi-Phase Interconversion. - Chenchu Xu; Shijie Tian; Boyan Wang; Jie Zhang; Kemal Polat; Adi Alhudhaif; Shuo Li 001 (IEEE J. Biomed. Health Informatics, 2025)