Kemal Polat - RankMe

189 papers B 1C 2Journal 170Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Driver fatigue detection using EEG-based graph attention convolutional neural networks: An end-to-end learning approach with mutual information-driven connectivity. Appl. Soft Comput. Jichi Chen, Yuguo Cui, Chunfeng Wei, Kemal Polat, Fayadh Alenezi
2026	J	`jnl`	Enhancing the safety and reliability of electric vehicles through effective battery fault diagnosis: A systematic review. Comput. Electr. Eng. Kemal Polat, Nihat Daldal, Muhammad Zaib, Bahadir Arabaci
2026	J	`jnl`	Predicting prostate cancer risks by a deep causal learning network from magnetic resonance imaging images. Inf. Sci. Li Liu, Shanshan Huang, Jiaxin Wu, Shu Wang, Shuang Qian, Lei Wang, Fayadh Alenezi, Xianping Zhang, Jun Liao, Kemal Polat, Qing Tao
2026	J	`jnl`	Quantitative EEG-based autism spectrum disorder detection using neural sequence models. Comput. Electr. Eng. Majid Nour, Ümit Sentürk, Alperen Akgül, Kemal Polat
2026	J	`jnl`	Traffic flow prediction model based on multi-period spatial-temporal stepwise search. Expert Syst. Appl. Dongran Zhang, Kunxiang Deng, Longjing Ran, Kemal Polat, Fayadh Alenezi, Jun Li
2025	J	`jnl`	Advances in EEG-based emotion recognition: Challenges, methodologies, and future directions. Appl. Soft Comput. Jichi Chen, Yuguo Cui, Chunfeng Wei, Kemal Polat, Fayadh Alenezi
2025	J	`jnl`	Autoregressive translation model design integrating syntactic encoding computation and reinforcement learning: a framework for enhancing translation optimization. PeerJ Comput. Sci. Huo Li, Liming Cui, Kemal Polat
2025	J	`jnl`	Breast cancer classification by converging tumour region probability density and texture feature-based clustering. Neural Comput. Appl. Bersha Kumari, Amita Nandal, Arvind Dhaka, Adi Alhudhaif, Kemal Polat
2025	J	`jnl`	Common-Unique Decomposition Driven Diffusion Model for Contrast-Enhanced Liver MR Images Multi-Phase Interconversion. IEEE J. Biomed. Health Informatics Chenchu Xu, Shijie Tian, Boyan Wang, Jie Zhang, Kemal Polat, Adi Alhudhaif, Shuo Li
2025	J	`jnl`	Diagnosis of cervical cancer using CNN deep learning model with transfer learning approaches. Biomed. Signal Process. Control. Arpit Kumar Sharma, Amita Nandal, Arvind Dhaka, Adi Alhudhaif, Kemal Polat, Arvind Sharma
2025	B	`conf`	Digital Twin Use Case in Telecommunications Transport Network. WCNC Ibrahim Fatih Mercimek, Kemal Polat, Muhammed Duran Yazar
2025	J	`jnl`	Dynamic trajectory index method based on large-scale real-time trajectory data. PeerJ Comput. Sci. Huawei Zhai, Licheng Cui, Kemal Polat, Fayadh Alenezi
2025	J	`jnl`	Emotion classification of artistic images using domain adaptation and transfer learning. PeerJ Comput. Sci. Jingwen Wang, Yisong Yang, Kemal Polat
2025	J	`jnl`	GLformer: Global-local spatio-temporal graph fusion transformer network for traffic flow prediction. Appl. Soft Comput. Kunxiang Deng, Xinyu Zhang, Haoxuan Kuang, Kemal Polat, Fayadh Alenezi, Jun Li
2025	J	`jnl`	Horizontal-to-tilted conversion of solar radiation data using machine learning algorithms. Eng. Appl. Artif. Intell. Ali Naci Celik, Bahadir Sarman, Kemal Polat
2025	J	`jnl`	Hybrid Mamba-MoE model for non-invasive blood glucose prediction. Comput. Electr. Eng. Ümit Sentürk, Gökhan Adigüzel, Kemal Polat
2025	J	`jnl`	Internet of thing-based hand tremor monitoring system and automated detection of hand tremor frequency. Comput. Electr. Eng. Mithat Önder, Nihat Daldal, Kemal Polat, Muhsin Ugur Dogan
2025	J	`jnl`	MLFINet : A multi-level feature interaction 3D medical image segmentation network. Neurocomputing Chuanlin Liao, Xiaolin Gou, Kemal Polat, Jingchun Zhou, Yi Lin
2025	J	`jnl`	Non-invasive enhanced hypertension detection through ballistocardiograph signals with Mamba model. PeerJ Comput. Sci. Adi Alhudhaif, Kemal Polat
2025	J	`jnl`	Own-background contrastive learning guided by pseudo-label for semi-supervised medical image segmentation. Appl. Soft Comput. Huijie Fan, Jinghan Cao, Xi'ai Chen, Sen Lin, Kemal Polat, Jingchun Zhou
2025	J	`jnl`	Triple voting: hybrid cardiovascular diseases prediction model. Int. J. Appl. Decis. Sci. Dahlak Daniel Solomon, Karan Kumar, Sonia, Kushal Kanwar, Kemal Polat
2025	J	`jnl`	Using Hybrid Transformer and Convolutional Neural Network for Malware Detection in Internet of Things. Int. J. Pattern Recognit. Artif. Intell. Yanhui Guo, Chunlai Du, Zelal Su Mustafaoglu, Abdulkadir Sengür, Harish Garg, Kemal Polat, Deepika Koundal
2024	J	`jnl`	A MIL-based framework via contrastive instance learning and multimodal learning for long-term ECG classification. Appl. Soft Comput. Haozhan Han, Cheng Lian, BingRong Xu, Zhigang Zeng, Adi Alhudhaif, Kemal Polat
2024	J	`jnl`	A knowledge-driven graph convolutional network for abnormal electrocardiogram diagnosis. Knowl. Based Syst. Zhaoyang Ge, Huiqing Cheng, Zhuang Tong, Ziyang He, Adi Alhudhaif, Kemal Polat, Mingliang Xu
2024	J	`jnl`	A novel IoT-based arrhythmia detection system with ECG signals using a hybrid convolutional neural network and neural architecture search network. Int. J. Appl. Decis. Sci. Ümit Sentürk, Ceren Gülen, Kemal Polat
2024	J	`jnl`	A novel hybrid model in the diagnosis and classification of Alzheimer's disease using EEG signals: Deep ensemble learning (DEL) approach. Biomed. Signal Process. Control. Majid Nour, Ümit Sentürk, Kemal Polat
2024	J	`jnl`	Brain tumor detection with multi-scale fractal feature network and fractal residual learning. Appl. Soft Comput. Shyo Prakash Jakhar, Amita Nandal, Arvind Dhaka, Adi Alhudhaif, Kemal Polat
2024	J	`jnl`	Continual knowledge graph embedding enhancement for joint interaction-based next click recommendation. Knowl. Based Syst. Nasrullah Khan, Zong Min Ma, Ruizhe Ma, Kemal Polat
2024	J	`jnl`	Convolution smoothing and non-convex regularization for support vector machine in high dimensions. Appl. Soft Comput. Kangning Wang, Junning Yang, Kemal Polat, Adi Alhudhaif, Xiaofei Sun
2024	—	`conf`	Detection of Alzheimer's Disease from EEG Signals Using Explainable Artificial Intelligence Analysis. SIU Bahadir Arabaci, Hakan Öcal, Kemal Polat
2024	J	`jnl`	Distributed non-convex regularization for generalized linear regression. Expert Syst. Appl. Xiaofei Sun, Jingyu Zhang, Zhongmo Liu, Kemal Polat, Yujie Gai, Wenliang Gao
2024	J	`jnl`	Dynamic trajectory partition optimization method based on historical trajectory data. Appl. Soft Comput. Xiang Yu, Huawei Zhai, Ruijie Tian, Yao Guan, Kemal Polat, Adi Alhudhaif
2024	J	`jnl`	Identification of theft in a power distribution network: A tree-based approach. Appl. Soft Comput. Navdeep Bhatnagar, Suchi Johari, Vivek Kumar Sehgal, Amita Nandal, Adi Alhudhaif, Kemal Polat, Surjeet Singh
2024	J	`jnl`	Multimodal joint prediction of traffic spatial-temporal data with graph sparse attention mechanism and bidirectional temporal convolutional network. Adv. Eng. Informatics Dongran Zhang, Jiangnan Yan, Kemal Polat, Adi Alhudhaif, Jun Li
2024	J	`jnl`	Multimodal joint prediction of traffic spatial-temporal data with graph sparse attention mechanism and bidirectional temporal convolutional network. CoRR Dongran Zhang, Jiangnan Yan, Kemal Polat, Adi Alhudhaif, Jun Li
2024	J	`jnl`	New approaches to epileptic seizure prediction based on EEG signals using hybrid CNNs. Int. J. Intell. Eng. Informatics Majid Nour, Bahadir Arabaci, Hakan Öcal, Kemal Polat
2024	J	`jnl`	Prediction of Freezing of Gait in Parkinson's disease based on multi-channel time-series neural network. Artif. Intell. Medicine Boyan Wang, Xuegang Hu, Rongjun Ge, Chenchu Xu, Jinglin Zhang, Zhifan Gao, Shu Zhao, Kemal Polat
2024	J	`jnl`	Robust underwater image enhancement with cascaded multi-level sub-networks and triple attention mechanism. Neural Networks Dehuan Zhang, Chenyu Wu, Jingchun Zhou, Weishi Zhang, Zifan Lin, Kemal Polat, Fayadh Alenezi
2024	J	`jnl`	Spatio-temporal characterisation and compensation method based on CNN and LSTM for residential travel data. PeerJ Comput. Sci. Adi Alhudhaif, Kemal Polat
2024	J	`jnl`	Spectrally distinct pixel extraction and kernel filtering for brain tumour diagnosis. Biomed. Signal Process. Control. Adi Alhudhaif, Shtwai Alsubai, Ahmad O. Aseeri, Amita Nandal, Kemal Polat
2024	J	`jnl`	TANet: Transmission and atmospheric light driven enhancement of underwater images. Expert Syst. Appl. Dehuan Zhang, Yakun Guo, Jingchun Zhou, Weishi Zhang, Zifan Lin, Kemal Polat, Fayadh Alenezi, Adi Alhudhaif
2023	J	`jnl`	A multi-stage melanoma recognition framework with deep residual neural network and hyperparameter optimization-based decision support in dermoscopy images. Expert Syst. Appl. Fayadh Alenezi, Ammar Armghan, Kemal Polat
2023	J	`jnl`	A novel unsupervised domain adaptation framework based on graph convolutional network and multi-level feature alignment for inter-subject ECG classification. Expert Syst. Appl. Ziyang He, Yufei Chen, Shuaiying Yuan, Jianhui Zhao, Zhiyong Yuan, Kemal Polat, Adi Alhudhaif, Fayadh Alenezi, Arwa Hamid
2023	J	`jnl`	A smart decision support system to diagnose arrhythymia using ensembled ConvNet and ConvNet-LSTM model. Expert Syst. Appl. Shamik Tiwari, Anurag Jain, Varun Sapra, Deepika Koundal, Fayadh Alenezi, Kemal Polat, Adi Alhudhaif, Majid Kamal A. Nour
2023	J	`jnl`	Accurate 3D contrast-free myocardial infarction delineation using a 4D dual-stream spatiotemporal feature learning framework. Appl. Soft Comput. Jinhao Liu, Xinglai Zhu, Chenchu Xu, Lei Xu, Zhifan Gao, Kemal Polat, Fayadh Alenezi
2023	J	`jnl`	Aliasing black box adversarial attack with joint self-attention distribution and confidence probability. Expert Syst. Appl. Jun Liu, Haoyu Jin, Guangxia Xu, Mingwei Lin, Tao Wu, Majid Kamal A. Nour, Fayadh Alenezi, Adi Alhudhaif, Kemal Polat
2023	J	`jnl`	An ensemble learning approach for resampling forgery detection using Markov process. Appl. Soft Comput. Rachna Mehta, Karan Kumar, Adi Alhudhaif, Fayadh Alenezi, Kemal Polat
2023	J	`jnl`	Brain tumor classification using the modified ResNet50 model based on transfer learning. Biomed. Signal Process. Control. Arpit Kumar Sharma, Amita Nandal, Arvind Dhaka, Liang Zhou, Adi Alhudhaif, Fayadh Alenezi, Kemal Polat
2023	J	`jnl`	Classification of smart grid stability prediction using cascade machine learning methods and the internet of things in smart grid. Neural Comput. Appl. Mithat Önder, Muhsin Ugur Dogan, Kemal Polat
2023	J	`jnl`	Consistency- and dependence-guided knowledge distillation for object detection in remote sensing images. Expert Syst. Appl. Yixia Chen, Mingwei Lin, Zhu He, Kemal Polat, Adi Alhudhaif, Fayadh Alenezi
2023	J	`jnl`	Correction to: Fusion of overexposed and underexposed images using caputo differential operator for resolution and texture based enhancement. Appl. Intell. Liang Zhou, Fayadh S. Alenezi, Amita Nandal, Arvind Dhaka, Tao Wu, Deepika Koundal, Adi Alhudhaif, Kemal Polat
2023	J	`jnl`	Detection of Atrial Fibrillation From Variable-Duration ECG Signal Based on Time-Adaptive Densely Network and Feature Enhancement Strategy. IEEE J. Biomed. Health Informatics Xianbin Zhang, Mingzhe Jiang, Kemal Polat, Adi Alhudhaif, D. Jude Hemanth, Wanqing Wu
2023	J	`jnl`	Diagnosis and classification of Parkinson's disease using ensemble learning and 1D-PDCovNN. Comput. Biol. Medicine Majid Kamal A. Nour, Ümit Sentürk, Kemal Polat
2023	J	`jnl`	Exposing low-quality deepfake videos of Social Network Service using Spatial Restored Detection Framework. Expert Syst. Appl. Ying Li, Shan Bian, Chuntao Wang, Kemal Polat, Adi Alhudhaif, Fayadh Alenezi
2023	J	`jnl`	Fusion of overexposed and underexposed images using caputo differential operator for resolution and texture based enhancement. Appl. Intell. Liang Zhou, Fayadh S. Alenezi, Amita Nandal, Arvind Dhaka, Tao Wu, Deepika Koundal, Adi Alhudhaif, Kemal Polat
2023	J	`jnl`	HOG transformation based feature extraction framework in modified Resnet50 model for brain tumor detection. Biomed. Signal Process. Control. Arpit Kumar Sharma, Amita Nandal, Arvind Dhaka, Kemal Polat, Raghad Alwadie, Fayadh Alenezi, Adi Alhudhaif
2023	J	`jnl`	Morphology properties of scapular spine relative to reverse shoulder arthroplasty: A biomechanical study. Biomed. Signal Process. Control. Junfeng Chen, Chen Chen, Majid Nour, Debao Liu, Youyu Zhu, Wei Zhang, Kemal Polat, Xuefei Deng
2023	J	`jnl`	Privileged information learning with weak labels. Appl. Soft Comput. Yanshan Xiao, Zexin Ye, Liang Zhao, Xiangjun Kong, Bo Liu, Kemal Polat, Adi Alhudhaif
2023	J	`jnl`	ReX-Net: A reflectance-guided underwater image enhancement network for extreme scenarios. Expert Syst. Appl. Dehuan Zhang, Jingchun Zhou, Weishi Zhang, Zifan Lin, Jian Yao, Kemal Polat, Fayadh Alenezi, Adi Alhudhaif
2023	J	`jnl`	Residual block fully connected DCNN with categorical generalized focal dice loss and its application to Alzheimer's disease severity detection. PeerJ Comput. Sci. Adi Alhudhaif, Kemal Polat
2023	J	`jnl`	Secrecy outage probability and limiting threshold criteria in an optimal SNR regime by maximizing desired transfer rate. Internet Things Liang Zhou, Amita Nandal, Imran Shafique Ansari, Kemal Polat, Ladislav Polak, Arvind Dhaka, Jialing Zha, Adi Alhudhaif, Fayadh Alenezi
2023	J	`jnl`	Smooth quantile regression and distributed inference for non-randomly stored big data. Expert Syst. Appl. Kangning Wang, Jiaojiao Jia, Kemal Polat, Xiaofei Sun, Adi Alhudhaif, Fayadh Alenezi
2023	J	`jnl`	Tinba: Incremental partitioning for efficient trajectory analytics. Adv. Eng. Informatics Ruijie Tian, Weishi Zhang, Fei Wang, Kemal Polat, Fayadh Alenezi
2023	J	`jnl`	Wavelet transform based deep residual neural network and ReLU based Extreme Learning Machine for skin lesion classification. Expert Syst. Appl. Fayadh Alenezi, Ammar Armghan, Kemal Polat
2022	J	`jnl`	A novel facial emotion recognition method for stress inference of facial nerve paralysis patients. Expert Syst. Appl. Cuiting Xu, Chunchuan Yan, Mingzhe Jiang, Fayadh Alenezi, Adi Alhudhaif, Norah Alnaim, Kemal Polat, Wanqing Wu
2022	J	`jnl`	ASHEED: Attention-shifting mechanism for depolarization of cluster head energy consumption in the smart sensing system. Expert Syst. Appl. Xu Lu, Kezhou Chen, Jun Liu, Rongjun Chen, Wanqing Wu, Kemal Polat, Adi Alhudhaif, Fayadh Alenezi, Sara A. Althubiti
2022	J	`jnl`	An effective hashing method using W-Shaped contrastive loss for imbalanced datasets. Expert Syst. Appl. Fayadh Alenezi, Saban Öztürk, Ammar Armghan, Kemal Polat
2022	J	`jnl`	Attention based CNN model for fire detection and localization in real-world images. Expert Syst. Appl. Saima Majid, Fayadh Alenezi, Sarfaraz Masood, Musheer Ahmad, Emine Selda Gündüz, Kemal Polat
2022	J	`jnl`	Automated COVID-19 detection in chest X-ray images using fine-tuned deep learning architectures. Expert Syst. J. Knowl. Eng. Sonam Aggarwal, Sheifali Gupta, Adi Alhudhaif, Deepika Koundal, Rupesh Gupta, Kemal Polat
2022	J	`jnl`	Categorization of knowledge graph based recommendation methods and benchmark datasets from the perspectives of application scenarios: A comprehensive survey. Expert Syst. Appl. Nasrullah Khan, Zongmin Ma, Aman Ullah, Kemal Polat
2022	J	`jnl`	DCA-IoMT: Knowledge-Graph-Embedding-Enhanced Deep Collaborative Alert Recommendation Against COVID-19. IEEE Trans. Ind. Informatics Nasrullah Khan, Zong Min Ma, Aman Ullah, Kemal Polat
2022	J	`jnl`	Emotional Speaker Identification using a Novel Capsule Nets Model. CoRR Ali Bou Nassif, Ismail Shahin, Ashraf Elnagar, Divya Velayudhan, Adi Alhudhaif, Kemal Polat
2022	J	`jnl`	Emotional speaker identification using a novel capsule nets model. Expert Syst. Appl. Ali Bou Nassif, Ismail Shahin, Ashraf Elnagar, Divya Velayudhan, Adi Alhudhaif, Kemal Polat
2022	J	`jnl`	Novel dual-channel long short-term memory compressed capsule networks for emotion recognition. Expert Syst. Appl. Ismail Shahin, Noor Ahmad Al Hindawi, Ali Bou Nassif, Adi Alhudhaif, Kemal Polat
2022	J	`jnl`	SPOSDS: A smart Polycystic Ovary Syndrome diagnostic system using machine learning. Expert Syst. Appl. Shamik Tiwari, Lalit Kane, Deepika Koundal, Anurag Jain, Adi Alhudhaif, Kemal Polat, Atef Zaguia, Fayadh Alenezi, Sara A. Althubiti
2022	J	`jnl`	Similarity attributed knowledge graph embedding enhancement for item recommendation. Inf. Sci. Nasrullah Khan, Zongmin Ma, Aman Ullah, Kemal Polat
2022	J	`jnl`	Wi-Fi signal-based human action acknowledgement using channel state information with CNN-LSTM: a device less approach. Neural Comput. Appl. V. Dhilip Kumar, P. Rajesh, Kemal Polat, Fayadh Alenezi, Sara A. Althubiti, Adi Alhudhaif
2021	J	`jnl`	A novel classification framework using multiple bandwidth method with optimized CNN for brain-computer interfaces with EEG-fNIRS signals. Neural Comput. Appl. Majid Kamal A. Nour, Saban Öztürk, Kemal Polat
2021	J	`jnl`	A novel hybrid deep learning approach including combination of 1D power signals and 2D signal images for power quality disturbance classification. Expert Syst. Appl. Hatem F. Sindi, Majid Kamal A. Nour, Muhyaddin Jamal H. Rawa, Saban Öztürk, Kemal Polat
2021	J	`jnl`	An adaptive deep learning framework to classify unknown composite power quality event using known single power quality events. Expert Syst. Appl. Hatem F. Sindi, Majid Kamal A. Nour, Muhyaddin Jamal H. Rawa, Saban Öztürk, Kemal Polat
2021	J	`jnl`	An improved elephant herding optimization using sine-cosine mechanism and opposition based learning for global optimization problems. Expert Syst. Appl. Muthusamy Hariharan, Sindhu Ravindran, Sazali Yaacob, Kemal Polat
2021	J	`jnl`	Attention-based end-to-end CNN framework for content-based X-ray image retrieval. Turkish J. Electr. Eng. Comput. Sci. Saban Öztürk, Adi Alhudhaif, Kemal Polat
2021	J	`jnl`	Classification of imbalanced hyperspectral images using SMOTE-based deep learning methods. Expert Syst. Appl. Akin Özdemir, Kemal Polat, Adi Alhudhaif
2021	J	`jnl`	Determination of COVID-19 pneumonia based on generalized convolutional neural network model from chest X-ray images. Expert Syst. Appl. Adi Alhudhaif, Kemal Polat, Onur Karaman
2021	J	`jnl`	Development of smart camera systems based on artificial intelligence network for social distance detection to fight against COVID-19. Appl. Soft Comput. Onur Karaman, Adi Alhudhaif, Kemal Polat
2021	J	`jnl`	Estimation of atrial fibrillation from lead-I ECGs: Comparison with cardiologists and machine learning model (CurAlive), a clinical validation study. CoRR N. Korucuk, C. Polat, Emine Selda Gündüz, Onur Karaman, V. Tosun, M. Onac, N. Yildirim, Y. Cete, Kemal Polat
2021	J	`jnl`	Markov features based DTCWS algorithm for online image forgery detection using ensemble classifier in the pandemic. Expert Syst. Appl. Rachna Mehta, Karan Aggarwal, Deepika Koundal, Adi Alhudhaif, Kemal Polat
2021	J	`jnl`	Novel Dual-Channel Long Short-Term Memory Compressed Capsule Networks for Emotion Recognition. CoRR Ismail Shahin, Noor Ahmad Al Hindawi, Ali Bou Nassif, Adi Alhudhaif, Kemal Polat
2021	J	`jnl`	Novel Hybrid DNN Approaches for Speaker Verification in Emotional and Stressful Talking Environments. CoRR Ismail Shahin, Ali Bou Nassif, Nawel Nemmour, Ashraf Elnagar, Adi Alhudhaif, Kemal Polat
2021	J	`jnl`	Novel hybrid DNN approaches for speaker verification in emotional and stressful talking environments. Neural Comput. Appl. Ismail Shahin, Ali Bou Nassif, Nawel Nemmour, Ashraf Elnagar, Adi Alhudhaif, Kemal Polat
2021	J	`jnl`	Otitis media detection using tympanic membrane images with a novel multi-class machine learning algorithm. PeerJ Comput. Sci. Adi Alhudhaif, Zafer Cömert, Kemal Polat
2021	J	`jnl`	Robust automated Parkinson disease detection based on voice signals with transfer learning. Expert Syst. Appl. Onur Karaman, Hakan Çakin, Adi Alhudhaif, Kemal Polat
2020	J	`jnl`	A Novel Framework of Two Successive Feature Selection Levels Using Weight-Based Procedure for Voice-Loss Detection in Parkinson's Disease. IEEE Access Amira S. Ashour, Majid Kamal A. Nour, Kemal Polat, Yanhui Guo, Wafaa Adnan Alsaggaf, Amira El-Attar
2020	J	`jnl`	A Novel Medical Diagnosis model for COVID-19 infection detection based on Deep Features and Bayesian Optimization. Appl. Soft Comput. Majid Kamal A. Nour, Zafer Cömert, Kemal Polat
2020	J	`jnl`	A healthcare evaluation system based on automated weighted indicators with cross-indicators based learning approach in terms of energy management and cybersecurity. Int. J. Medical Informatics Majid Kamal A. Nour, Hatem F. Sindi, Ehab Atif Abozinadah, Saban Öztürk, Kemal Polat
2020	J	`jnl`	Automatic determination of digital modulation types with different noises using Convolutional Neural Network based on time-frequency information. Appl. Soft Comput. Nihat Daldal, Zafer Cömert, Kemal Polat
2020	J	`jnl`	Classification of COVID-19 in Chest CT Images using Convolutional Support Vector Machines. CoRR Umut Özkaya, Saban Öztürk, Serkan Budak, Farid Melgani, Kemal Polat
2020	J	`jnl`	OCE-NGC: A neutrosophic graph cut algorithm using optimized clustering estimation algorithm for dermoscopic skin lesion segmentation. Appl. Soft Comput. Ahmed Refaat Hawas, Yanhui Guo, Chunlai Du, Kemal Polat, Amira S. Ashour
2019	J	`jnl`	Classification of multi-carrier digital modulation signals using NCM clustering based feature-weighting method. Comput. Ind. Nihat Daldal, Kemal Polat, Yanhui Guo
2019	J	`jnl`	Deep long short-term memory networks-based automatic recognition of six different digital modulation types under varying noise conditions. Neural Comput. Appl. Nihat Daldal, Özal Yildirim, Kemal Polat
2019	J	`jnl`	Pairwise and variance based signal compression algorithm (PVBSC) in the P300 based speller systems using EEG signals. Comput. Methods Programs Biomed. Murat Arican, Kemal Polat
2019	J	`jnl`	Towards the classification of heart sounds based on convolutional deep neural network. Health Inf. Sci. Syst. Fatih Demir, Abdulkadir Sengür, Varun Bajaj, Kemal Polat
2019	J	`jnl`	Towards wearable blood pressure measurement systems from biosignals: a review. Turkish J. Electr. Eng. Comput. Sci. Ümit Sentürk, Kemal Polat, Ibrahim Yücedag
2018	J	`jnl`	A hybrid dermoscopy images segmentation approach based on neutrosophic clustering and histogram estimation. Appl. Soft Comput. Amira S. Ashour, Yanhui Guo, Enver Küçükkülahli, Pakize Erdogmus, Kemal Polat
2018	—	`conf`	A novel fetal ECG signal compression method: Variance and neighboring based data compression. SIU Murat Arican, Kemal Polat
2018	—	`conf`	Cuff-less continuous blood pressure estimation from Electrocardiogram(ECG) and Photoplethysmography (PPG) signals with artificial neural network. SIU Ümit Sentürk, Ibrahim Yücedag, Kemal Polat
2018	J	`jnl`	Improved binary dragonfly optimization algorithm and wavelet packet based non-linear features for infant cry classification. Comput. Methods Programs Biomed. M. Hariharan, R. Sindhu, Vikneswaran Vijean, Haniza Yazid, Thiyagar Nadarajaw, Sazali Yaacob, Kemal Polat
2018	—	`conf`	Machine learning based classification of violin and viola instrument sounds for the same notes. SIU Kemal Avci, Murat Arican, Kemal Polat
2018	J	`jnl`	Similarity-based attribute weighting methods via clustering algorithms in the classification of imbalanced medical datasets. Neural Comput. Appl. Kemal Polat
2017	—	`conf`	A hybrid approach to image segmentation: Combination of BBO (Biogeography based optimization) and Histogram Based Cluster Estimation. SIU Enver Küçükkülahli, Pakize Erdogmus, Kemal Polat
2017	J	`jnl`	A new hybrid PSO assisted biogeography-based optimization for emotion and stress recognition from speech signal. Expert Syst. Appl. Yogesh C. K., M. Hariharan, Ruzelita Ngadiran, Abdul Hamid Adom, Sazali Yaacob, Chawki Berkai, Kemal Polat
2017	J	`jnl`	Bispectral features and mean shift clustering for stress and emotion recognition from natural speech. Comput. Electr. Eng. Yogesh C. K., Muthusamy Hariharan, Yuvaraj Rajamanickam, Ruzelita Ngadiran, Abdul Hamid Adom, Sazali Yaacob, Kemal Polat
2017	J	`jnl`	Guest editorial: New trends in data pre-processing methods for signal and image classification. Neural Comput. Appl. Kemal Polat, Muthusamy Hariharan, U. Rajendra Acharya, Yanhui Guo
2017	J	`jnl`	Hybrid BBO_PSO and higher order spectral features for emotion and stress recognition from natural speech. Appl. Soft Comput. Yogesh C. K., M. Hariharan, Ruzelita Ngadiran, Abdul Hamid Adom, Sazali Yaacob, Kemal Polat
2017	J	`jnl`	KNCM: Kernel Neutrosophic c-Means Clustering. Appl. Soft Comput. Yaman Akbulut, Abdulkadir Sengür, Yanhui Guo, Kemal Polat
2016	—	`conf`	Alternatively new signal for sleep staging processing in patients with Obstructive Sleep Apnea: Photoplethysmography signal. SIU Muhammed Kürsad Uçar, Mehmet Recep Bozkurt, Kemal Polat, Cahit Bilgin
2016	J	`jnl`	Histogram-based automatic segmentation of images. Neural Comput. Appl. Enver Küçükkülahli, Pakize Erdogmus, Kemal Polat
2016	J	`jnl`	Special Issue: Soft computing in software engineering. Appl. Soft Comput. Cagatay Catal, Coskun Bayrak, Ali Bou Nassif, Kemal Polat, Akhan Akbulut
2015	J	`jnl`	Detection of abnormalities in lumbar discs from clinical lumbar MRI with hybrid models. Appl. Soft Comput. Yavuz Unal, Kemal Polat, Hasan Erdinc Kocer, M. Hariharan
2015	—	`conf`	Investigation of effects of time domain features of the photoplethysmography (PPG) signal on sleep respiratory arrests. SIU Muhammed Kürsad Uçar, Mehmet Recep Bozkurt, Kemal Polat, Cahit Bilgin
2015	J	`jnl`	Non-invasive prediction of hemoglobin level using machine learning techniques with the PPG signal's characteristics features. Appl. Soft Comput. A. Resit Kavsaoglu, Kemal Polat, M. Hariharan
2015	J	`jnl`	Preface. Appl. Soft Comput. Kemal Polat, Musa Hakan Asyali, Muthusamy Hariharan, U. Rajendra Acharya, Mario Köppen
2014	J	`jnl`	A new feature constituting approach to detection of vocal fold pathology. Int. J. Syst. Sci. M. Hariharan, Kemal Polat, Sazali Yaacob
2014	J	`jnl`	A new hybrid intelligent system for accurate detection of Parkinson's disease. Comput. Methods Programs Biomed. M. Hariharan, Kemal Polat, R. Sindhu
2014	J	`jnl`	A novel feature ranking algorithm for biometric recognition with PPG signals. Comput. Biol. Medicine A. Resit Kavsaoglu, Kemal Polat, Mehmet Recep Bozkurt
2014	J	`jnl`	Pairwise FCM based feature weighting for improved classification of vertebral column disorders. Comput. Biol. Medicine Yavuz Unal, Kemal Polat, Hasan Erdinc Kocer
2014	—	`conf`	Real time heart rate detection using non-contact photoplethysmography signals. SIU Ahmet Resit Kavsaoglu, Kemal Polat, Mehmet Recep Bozkurt
2013	J	`jnl`	A hybrid expert system approach for telemonitoring of vocal fold pathology. Appl. Soft Comput. M. Hariharan, Kemal Polat, R. Sindhu, Sazali Yaacob
2013	J	`jnl`	Data weighting method on the basis of binary encoded output to solve multi-class pattern classification problems. Expert Syst. Appl. Kemal Polat
2013	—	`conf`	Feature extraction for biometric recognition with photoplethysmography signals. SIU A. Resit Kavsaoglu, Kemal Polat, Mehmet Recep Bozkurt, Muthusamy Hariharan
2012	J	`jnl`	A novel data preprocessing method to estimate the air pollution (SO2): neighbor-based feature scaling (NBFS). Neural Comput. Appl. Kemal Polat
2012	J	`jnl`	Application of Attribute Weighting Method Based on Clustering Centers to Discrimination of Linearly Non-Separable Medical Datasets. J. Medical Syst. Kemal Polat
2012	J	`jnl`	Automatic determination of traffic accidents based on KMC-based attribute weighting. Neural Comput. Appl. Kemal Polat, S. Savas Durduran
2012	J	`jnl`	Classification of Parkinson's disease using feature weighting method on the basis of fuzzy C-means clustering. Int. J. Syst. Sci. Kemal Polat
2012	—	`conf`	Measuring of oxygen saturation using pulse oximeter based on fuzzy logic. MeMeA Gozde Ates, Kemal Polat
2012	J	`jnl`	Usage of output-dependent data scaling in modeling and prediction of air pollution daily concentration values (PM10) in the city of Konya. Neural Comput. Appl. Kemal Polat, S. Savas Durduran
2011	J	`jnl`	Corrigendum to "Diagnosis of heart disease using artificial immune recognition system and fuzzy weighted pre-processing" [Pattern Recognition 39(11) (2006) 2186-2193]. Pattern Recognit. Kemal Polat, Salih Günes, Sülayman Tosun
2011	J	`jnl`	Sleep spindles recognition system based on time and frequency domain features. Expert Syst. Appl. Salih Günes, Mehmet Dursun, Kemal Polat, Sebnem Yosunkaya
2011	J	`jnl`	Subtractive clustering attribute weighting (SCAW) to discriminate the traffic accidents on Konya-Afyonkarahisar highway in Turkey with the help of GIS: A case study. Adv. Eng. Softw. Kemal Polat, S. Savas Durduran
2010	J	`jnl`	Efficient sleep stage recognition system based on EEG signal using k-means clustering based feature weighting. Expert Syst. Appl. Salih Günes, Kemal Polat, Sebnem Yosunkaya
2010	J	`jnl`	Multi-class f-score feature selection approach to classification of obstructive sleep apnea syndrome. Expert Syst. Appl. Salih Günes, Kemal Polat, Sebnem Yosunkaya
2009	J	`jnl`	A new feature selection method on classification of medical datasets: Kernel F-score feature selection. Expert Syst. Appl. Kemal Polat, Salih Günes
2009	J	`jnl`	A new method to forecast of Escherichia coli promoter gene sequences: Integrating feature selection and Fuzzy-AIRS classifier system. Expert Syst. Appl. Kemal Polat, Salih Günes
2009	J	`jnl`	A novel hybrid intelligent method based on C4.5 decision tree classifier and one-against-all approach for multi-class classification problems. Expert Syst. Appl. Kemal Polat, Salih Günes
2009	J	`jnl`	Comparison of different classifier algorithms for diagnosing macular and optic nerve diseases. Expert Syst. J. Knowl. Eng. Kemal Polat, Sadiotak Kara, Aysegül Güven, Salih Günes
2009	J	`jnl`	Usage of class dependency based feature selection and fuzzy weighted pre-processing methods on classification of macular disease. Expert Syst. Appl. Kemal Polat, Sadik Kara, Aysegül Güven, Salih Günes
2008	J	`jnl`	A New Approach to Diagnosing of Importance Degree of Obstructive Sleep Apnea Syndrome: Pairwise AIRS and Fuzzy-AIRS Classifiers. J. Medical Syst. Kemal Polat, Sebnem Yosunkaya, Salih Günes
2008	J	`jnl`	A cascade learning system for classification of diabetes disease: Generalized Discriminant Analysis and Least Square Support Vector Machine. Expert Syst. Appl. Kemal Polat, Salih Günes, Ahmet Arslan
2008	J	`jnl`	A novel data reduction method: Distance based data reduction and its application to classification of epileptiform EEG signals. Appl. Math. Comput. Kemal Polat, Salih Günes
2008	J	`jnl`	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. Expert Syst. Appl. Kemal Polat, Salih Günes
2008	J	`jnl`	Comparison of Different Classifier Algorithms on the Automated Detection of Obstructive Sleep Apnea Syndrome. J. Medical Syst. Kemal Polat, Sebnem Yosunkaya, Salih Günes
2008	J	`jnl`	Computer aided diagnosis of ECG data on the least square support vector machine. Digit. Signal Process. Kemal Polat, Bayram Akdemir, Salih Günes
2008	J	`jnl`	Computer aided medical diagnosis system based on principal component analysis and artificial immune recognition system classifier algorithm. Expert Syst. Appl. Kemal Polat, Salih Günes
2008	J	`jnl`	Ensemble adaptive network-based fuzzy inference system with weighted arithmetical mean and application to diagnosis of optic nerve disease from visual-evoked potential signals. Artif. Intell. Medicine Bayram Akdemir, Sadik Kara, Kemal Polat, Aysegül Güven, Salih Günes
2008	J	`jnl`	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). J. Biomed. Informatics Fatma Latifoglu, Kemal Polat, Sadik Kara, Salih Günes
2008	J	`jnl`	Pairwise ANFIS Approach to Determining the Disorder Degree of Obstructive Sleep Apnea Syndrome. J. Medical Syst. Kemal Polat, Sebnem Yosunkaya, Salih Günes
2008	J	`jnl`	Principles component analysis, fuzzy weighting pre-processing and artificial immune recognition system based diagnostic system for diagnosis of lung cancer. Expert Syst. Appl. Kemal Polat, Salih Günes
2008	J	`jnl`	The effect of generalized discriminate analysis (GDA) to the classification of optic nerve disease from VEP signals. Comput. Biol. Medicine Aysegül Güven, Kemal Polat, Sadik Kara, Salih Günes
2008	J	`jnl`	Usage of a novel, similarity-based weighting method to diagnose atherosclerosis from carotid artery Doppler signals. Medical Biol. Eng. Comput. Kemal Polat, Fatma Latifoglu, Sadik Kara, Salih Günes
2008	J	`jnl`	Utilization of Discretization method on the diagnosis of optic nerve disease. Comput. Methods Programs Biomed. Kemal Polat, Sadik Kara, Aysegül Güven, Salih Günes
2007	—	`conf`	A Hybrid Automated Detection System Based on Least Square Support Vector Machine Classifier and ICANNGA (2) Kemal Polat, Sadik Kara, Aysegül Güven, Salih Günes
2007	J	`jnl`	A hybrid approach to medical decision support systems: Combining feature selection, fuzzy weighted pre-processing and AIRS. Comput. Methods Programs Biomed. Kemal Polat, Salih Günes
2007	J	`jnl`	A new hybrid method based on fuzzy-artificial immune system and k-nn algorithm for breast cancer diagnosis. Comput. Biol. Medicine Seral Sahan, Kemal Polat, Halife Kodaz, Salih Günes
2007	J	`jnl`	A new medical decision making system: Least square support vector machine (LSSVM) with Fuzzy Weighting Pre-processing. Expert Syst. Appl. Emre Çomak, Kemal Polat, Salih Günes, Ahmet Arslan
2007	J	`jnl`	A novel approach to estimation of E. coli promoter gene sequences: Combining feature selection and least square support vector machine (FS_LSSVM). Appl. Math. Comput. Kemal Polat, Salih Günes
2007	J	`jnl`	A novel hybrid method based on artificial immune recognition system (AIRS) with fuzzy weighted pre-processing for thyroid disease diagnosis. Expert Syst. Appl. Kemal Polat, Seral Sahan, Salih Günes
2007	J	`jnl`	An expert system approach based on principal component analysis and adaptive neuro-fuzzy inference system to diagnosis of diabetes disease. Digit. Signal Process. Kemal Polat, Salih Günes
2007	J	`jnl`	An improved approach to medical data sets classification: artificial immune recognition system with fuzzy resource allocation mechanism. Expert Syst. J. Knowl. Eng. Kemal Polat, Salih Günes
2007	C	`conf`	Artificial Immune Recognition System Based Classifier Ensemble on the Different Feature Subsets for Detecting the Cardiac Disorders from SPECT Images. DEXA Kemal Polat, Ramazan Sekerci, Salih Günes
2007	J	`jnl`	Automatic detection of heart disease using an artificial immune recognition system (AIRS) with fuzzy resource allocation mechanism and k. Expert Syst. Appl. Kemal Polat, Seral Sahan, Salih Günes
2007	J	`jnl`	Automatic determination of diseases related to lymph system from lymphography data using principles component analysis (PCA), fuzzy weighting pre-processing and ANFIS. Expert Syst. Appl. Kemal Polat, Salih Günes
2007	J	`jnl`	Breast cancer and liver disorders classification using artificial immune recognition system (AIRS) with performance evaluation by fuzzy resource allocation mechanism. Expert Syst. Appl. Kemal Polat, Seral Sahan, Halife Kodaz, Salih Günes
2007	J	`jnl`	Breast cancer diagnosis using least square support vector machine. Digit. Signal Process. Kemal Polat, Salih Günes
2007	J	`jnl`	Classification of epileptiform EEG using a hybrid system based on decision tree classifier and fast Fourier transform. Appl. Math. Comput. Kemal Polat, Salih Günes
2007	J	`jnl`	Detection of ECG Arrhythmia using a differential expert system approach based on principal component analysis and least square support vector machine. Appl. Math. Comput. Kemal Polat, Salih Günes
2007	J	`jnl`	Medical decision support system based on artificial immune recognition immune system (AIRS), fuzzy weighted pre-processing and feature selection. Expert Syst. Appl. Kemal Polat, Salih Günes
2007	—	`conf`	Prediction of E.Coli Promoter Gene Sequences Using a Hybrid Combination Based on Feature Selection, Fuzzy Weighted Pre-processing, and Decision Tree Classifier. KES (1) Bayram Akdemir, Kemal Polat, Salih Günes
2007	J	`jnl`	Prediction of hepatitis disease based on principal component analysis and artificial immune recognition system. Appl. Math. Comput. Kemal Polat, Salih Günes
2006	—	`conf`	A Novel Approach to Resource Allocation Mechanism in Artificial Immune Recognition System: Fuzzy Resource Allocation Mechanism and Application to Diagnosis of Atherosclerosis Disease. ICARIS Kemal Polat, Sadik Kara, Fatma Latifoglu, Salih Günes
2006	J	`jnl`	A hybrid medical decision making system based on principles component analysis, k-NN based weighted pre-processing and adaptive neuro-fuzzy inference system. Digit. Signal Process. Kemal Polat, Salih Günes
2006	J	`jnl`	A new method to medical diagnosis: Artificial immune recognition system (AIRS) with fuzzy weighted pre-processing and application to ECG arrhythmia. Expert Syst. Appl. Kemal Polat, Seral Sahan, Salih Günes
2006	J	`jnl`	Automated identification of diseases related to lymph system from lymphography data using artificial immune recognition system with fuzzy resource allocation mechanism (fuzzy-AIRS). Biomed. Signal Process. Control. Kemal Polat, Salih Günes
2006	J	`jnl`	Diagnosis of heart disease using artificial immune recognition system and fuzzy weighted pre-processing. Pattern Recognit. Kemal Polat, Salih Günes, Sülayman Tosun
2006	J	`jnl`	Hepatitis disease diagnosis using a new hybrid system based on feature selection (FS) and artificial immune recognition system with fuzzy resource allocation. Digit. Signal Process. Kemal Polat, Salih Günes
2006	J	`jnl`	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. Digit. Signal Process. Kemal Polat, Salih Günes
2005	—	`conf`	A New Classification Method for Breast Cancer Diagnosis: Feature Selection Artificial Immune Recognition System (FS-AIRS). ICNC (2) Kemal Polat, Seral Sahan, Halife Kodaz, Salih Günes
2005	C	`conf`	Outdoor Image Classification Using Artificial Immune Recognition System (AIRS) with Performance Evaluation by Fuzzy Resource Allocation Mechanism. CAIP Kemal Polat, Seral Sahan, Halife Kodaz, Salih Günes
2005	—	`conf`	The Medical Applications of Attribute Weighted Artificial Immune System (AWAIS): Diagnosis of Heart and Diabetes Diseases. ICARIS Seral Sahan, Kemal Polat, Halife Kodaz, Salih Günes
2004	—	`conf`	A New Classifier Based on Attribute Weighted Artificial Immune System (AWAIS). ISCIS Seral Sahan, Halife Kodaz, Salih Günes, Kemal Polat