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2020 – today
- 2025
[j148]Huijie Fan, Jinghan Cao, Xi'ai Chen, Sen Lin, Kemal Polat, Jingchun Zhou:
Own-background contrastive learning guided by pseudo-label for semi-supervised medical image segmentation. Appl. Soft Comput. 171: 112749 (2025)- [j147]Arpit Kumar Sharma, Amita Nandal, Arvind Dhaka, Adi Alhudhaif, Kemal Polat, Arvind Sharma:
Diagnosis of cervical cancer using CNN deep learning model with transfer learning approaches. Biomed. Signal Process. Control. 105: 107639 (2025) - [j146]Mithat Önder
, Nihat Daldal, Kemal Polat, Muhsin Ugur Dogan:
Internet of thing-based hand tremor monitoring system and automated detection of hand tremor frequency. Comput. Electr. Eng. 122: 110002 (2025) - [j145]Chuanlin Liao, Xiaolin Gou, Kemal Polat, Jingchun Zhou, Yi Lin:
MLFINet : A multi-level feature interaction 3D medical image segmentation network. Neurocomputing 618: 129077 (2025) - [j144]Adi Alhudhaif, Kemal Polat:
Non-invasive enhanced hypertension detection through ballistocardiograph signals with Mamba model. PeerJ Comput. Sci. 11: e2711 (2025) - 2024
- [j143]Dongran Zhang, Jiangnan Yan, Kemal Polat, Adi Alhudhaif, Jun Li:
Multimodal joint prediction of traffic spatial-temporal data with graph sparse attention mechanism and bidirectional temporal convolutional network. Adv. Eng. Informatics 62: 102533 (2024) - [j142]Boyan Wang, Xuegang Hu, Rongjun Ge, Chenchu Xu, Jinglin Zhang, Zhifan Gao, Shu Zhao, Kemal Polat:
Prediction of Freezing of Gait in Parkinson's disease based on multi-channel time-series neural network. Artif. Intell. Medicine 154: 102932 (2024) - [j141]Xiang Yu, Huawei Zhai, Ruijie Tian, Yao Guan, Kemal Polat, Adi Alhudhaif:
Dynamic trajectory partition optimization method based on historical trajectory data. Appl. Soft Comput. 151: 111120 (2024) - [j140]Shyo Prakash Jakhar, Amita Nandal, Arvind Dhaka, Adi Alhudhaif, Kemal Polat:
Brain tumor detection with multi-scale fractal feature network and fractal residual learning. Appl. Soft Comput. 153: 111284 (2024) - [j139]Kangning Wang, Junning Yang, Kemal Polat, Adi Alhudhaif, Xiaofei Sun:
Convolution smoothing and non-convex regularization for support vector machine in high dimensions. Appl. Soft Comput. 155: 111433 (2024) - [j138]Haozhan Han, Cheng Lian, Bingrong Xu, Zhigang Zeng, Adi Alhudhaif, Kemal Polat:
A MIL-based framework via contrastive instance learning and multimodal learning for long-term ECG classification. Appl. Soft Comput. 167: 112372 (2024) - [j137]Navdeep Bhatnagar, Suchi Johari, Vivek Kumar Sehgal, Amita Nandal, Adi Alhudhaif, Kemal Polat, Surjeet Singh:
Identification of theft in a power distribution network: A tree-based approach. Appl. Soft Comput. 167: 112449 (2024) - [j136]Majid Nour, Ümit Sentürk, Kemal Polat:
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. 89: 105751 (2024) - [j135]Adi Alhudhaif, Shtwai Alsubai, Ahmad O. Aseeri, Amita Nandal, Kemal Polat:
Spectrally distinct pixel extraction and kernel filtering for brain tumour diagnosis. Biomed. Signal Process. Control. 98: 106787 (2024) - [j134]Dehuan Zhang, Yakun Guo, Jingchun Zhou, Weishi Zhang, Zifan Lin, Kemal Polat, Fayadh Alenezi, Adi Alhudhaif:
TANet: Transmission and atmospheric light driven enhancement of underwater images. Expert Syst. Appl. 242: 122693 (2024) - [j133]Xiaofei Sun, Jingyu Zhang, Zhongmo Liu, Kemal Polat, Yujie Gai, Wenliang Gao:
Distributed non-convex regularization for generalized linear regression. Expert Syst. Appl. 252: 124177 (2024) - [j132]Ümit Sentürk, Ceren Gülen, Kemal Polat:
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. 17(5): 636-656 (2024) - [j131]Majid Nour, Bahadir Arabaci, Hakan Öcal, Kemal Polat:
New approaches to epileptic seizure prediction based on EEG signals using hybrid CNNs. Int. J. Intell. Eng. Informatics 12(1): 85-102 (2024) - [j130]Zhaoyang Ge, Huiqing Cheng, Zhuang Tong, Ziyang He, Adi Alhudhaif, Kemal Polat, Mingliang Xu:
A knowledge-driven graph convolutional network for abnormal electrocardiogram diagnosis. Knowl. Based Syst. 296: 111906 (2024) - [j129]Nasrullah Khan, Zong Min Ma, Ruizhe Ma, Kemal Polat:
Continual knowledge graph embedding enhancement for joint interaction-based next click recommendation. Knowl. Based Syst. 304: 112475 (2024) - [j128]Dehuan Zhang, Chenyu Wu, Jingchun Zhou, Weishi Zhang, Zifan Lin, Kemal Polat, Fayadh Alenezi:
Robust underwater image enhancement with cascaded multi-level sub-networks and triple attention mechanism. Neural Networks 169: 685-697 (2024) - [j127]Adi Alhudhaif, Kemal Polat:
Spatio-temporal characterisation and compensation method based on CNN and LSTM for residential travel data. PeerJ Comput. Sci. 10: e2035 (2024) - [c18]Bahadir Arabaci, Hakan Öcal, Kemal Polat:
Detection of Alzheimer's Disease from EEG Signals Using Explainable Artificial Intelligence Analysis. SIU 2024: 1-4 - [i6]Dongran Zhang, Jiangnan Yan, Kemal Polat, Adi Alhudhaif, Jun Li:
Multimodal joint prediction of traffic spatial-temporal data with graph sparse attention mechanism and bidirectional temporal convolutional network. CoRR abs/2412.19842 (2024) - 2023
- [j126]Ruijie Tian, Weishi Zhang, Fei Wang, Kemal Polat, Fayadh Alenezi:
Tinba: Incremental partitioning for efficient trajectory analytics. Adv. Eng. Informatics 57: 102064 (2023) - [j125]Liang Zhou, Fayadh S. Alenezi, Amita Nandal, Arvind Dhaka, Tao Wu, Deepika Koundal, Adi Alhudhaif, Kemal Polat:
Fusion of overexposed and underexposed images using caputo differential operator for resolution and texture based enhancement. Appl. Intell. 53(12): 15836-15854 (2023) - [j124]Liang Zhou, Fayadh S. Alenezi, Amita Nandal, Arvind Dhaka, Tao Wu, Deepika Koundal, Adi Alhudhaif, Kemal Polat:
Correction to: Fusion of overexposed and underexposed images using caputo differential operator for resolution and texture based enhancement. Appl. Intell. 53(14): 18106 (2023) - [j123]Yanshan Xiao, Zexin Ye, Liang Zhao, Xiangjun Kong, Bo Liu, Kemal Polat, Adi Alhudhaif:
Privileged information learning with weak labels. Appl. Soft Comput. 142: 110298 (2023) - [j122]Jinhao Liu, Xinglai Zhu, Chenchu Xu, Lei Xu, Zhifan Gao, Kemal Polat, Fayadh Alenezi:
Accurate 3D contrast-free myocardial infarction delineation using a 4D dual-stream spatiotemporal feature learning framework. Appl. Soft Comput. 146: 110694 (2023) - [j121]Rachna Mehta, Karan Kumar, Adi Alhudhaif, Fayadh Alenezi, Kemal Polat:
An ensemble learning approach for resampling forgery detection using Markov process. Appl. Soft Comput. 147: 110734 (2023) - [j120]Arpit Kumar Sharma, Amita Nandal, Arvind Dhaka, Kemal Polat, Raghad Alwadie, Fayadh Alenezi, Adi Alhudhaif:
HOG transformation based feature extraction framework in modified Resnet50 model for brain tumor detection. Biomed. Signal Process. Control. 84: 104737 (2023) - [j119]Junfeng Chen, Chen Chen, Majid Nour, Debao Liu, Youyu Zhu, Wei Zhang, Kemal Polat, Xuefei Deng:
Morphology properties of scapular spine relative to reverse shoulder arthroplasty: A biomechanical study. Biomed. Signal Process. Control. 85: 104827 (2023) - [j118]Arpit Kumar Sharma, Amita Nandal, Arvind Dhaka, Liang Zhou, Adi Alhudhaif, Fayadh Alenezi, Kemal Polat:
Brain tumor classification using the modified ResNet50 model based on transfer learning. Biomed. Signal Process. Control. 86(Part C): 105299 (2023) - [j117]Majid Kamal A. Nour, Ümit Sentürk, Kemal Polat:
Diagnosis and classification of Parkinson's disease using ensemble learning and 1D-PDCovNN. Comput. Biol. Medicine 161: 107031 (2023) - [j116]Shamik Tiwari, Anurag Jain, Varun Sapra, Deepika Koundal, Fayadh Alenezi, Kemal Polat, Adi Alhudhaif, Majid Kamal A. Nour:
A smart decision support system to diagnose arrhythymia using ensembled ConvNet and ConvNet-LSTM model. Expert Syst. Appl. 213(Part): 118933 (2023) - [j115]Fayadh Alenezi, Ammar Armghan, Kemal Polat:
Wavelet transform based deep residual neural network and ReLU based Extreme Learning Machine for skin lesion classification. Expert Syst. Appl. 213(Part): 119064 (2023) - [j114]Jun Liu, Haoyu Jin, Guangxia Xu, Mingwei Lin, Tao Wu, Majid Kamal A. Nour, Fayadh Alenezi, Adi Alhudhaif, Kemal Polat:
Aliasing black box adversarial attack with joint self-attention distribution and confidence probability. Expert Syst. Appl. 214: 119110 (2023) - [j113]Fayadh Alenezi, Ammar Armghan, Kemal Polat:
A multi-stage melanoma recognition framework with deep residual neural network and hyperparameter optimization-based decision support in dermoscopy images. Expert Syst. Appl. 215: 119352 (2023) - [j112]Kangning Wang, Jiaojiao Jia, Kemal Polat, Xiaofei Sun, Adi Alhudhaif, Fayadh Alenezi:
Smooth quantile regression and distributed inference for non-randomly stored big data. Expert Syst. Appl. 215: 119418 (2023) - [j111]Ziyang He, Yufei Chen, Shuaiying Yuan, Jianhui Zhao, Zhiyong Yuan, Kemal Polat, Adi Alhudhaif, Fayadh Alenezi, Arwa Hamid:
A novel unsupervised domain adaptation framework based on graph convolutional network and multi-level feature alignment for inter-subject ECG classification. Expert Syst. Appl. 221: 119711 (2023) - [j110]Yixia Chen, Mingwei Lin, Zhu He, Kemal Polat, Adi Alhudhaif, Fayadh Alenezi:
Consistency- and dependence-guided knowledge distillation for object detection in remote sensing images. Expert Syst. Appl. 229(Part A): 120519 (2023) - [j109]Ying Li, Shan Bian, Chuntao Wang, Kemal Polat, Adi Alhudhaif, Fayadh Alenezi:
Exposing low-quality deepfake videos of Social Network Service using Spatial Restored Detection Framework. Expert Syst. Appl. 231: 120646 (2023) - [j108]Dehuan Zhang, Jingchun Zhou, Weishi Zhang, Zifan Lin, Jian Yao, Kemal Polat, Fayadh Alenezi, Adi Alhudhaif:
ReX-Net: A reflectance-guided underwater image enhancement network for extreme scenarios. Expert Syst. Appl. 231: 120842 (2023) - [j107]Liang Zhou, Amita Nandal, Imran Shafique Ansari, Kemal Polat, Ladislav Polak, Arvind Dhaka, Jialing Zha, Adi Alhudhaif, Fayadh Alenezi:
Secrecy outage probability and limiting threshold criteria in an optimal SNR regime by maximizing desired transfer rate. Internet Things 22: 100789 (2023) - [j106]Mithat Önder, Muhsin Ugur Dogan, Kemal Polat:
Classification of smart grid stability prediction using cascade machine learning methods and the internet of things in smart grid. Neural Comput. Appl. 35(24): 17851-17869 (2023) - [j105]Adi Alhudhaif, Kemal Polat:
Residual block fully connected DCNN with categorical generalized focal dice loss and its application to Alzheimer's disease severity detection. PeerJ Comput. Sci. 9: e1599 (2023) - [j104]Xianbin Zhang, Mingzhe Jiang, Kemal Polat, Adi Alhudhaif, D. Jude Hemanth, Wanqing Wu:
Detection of Atrial Fibrillation From Variable-Duration ECG Signal Based on Time-Adaptive Densely Network and Feature Enhancement Strategy. IEEE J. Biomed. Health Informatics 27(2): 944-955 (2023) - 2022
- [j103]Sonam Aggarwal, Sheifali Gupta, Adi Alhudhaif, Deepika Koundal, Rupesh Gupta, Kemal Polat:
Automated COVID-19 detection in chest X-ray images using fine-tuned deep learning architectures. Expert Syst. J. Knowl. Eng. 39(3) (2022) - [j102]Ismail Shahin, Noor Ahmad Al Hindawi, Ali Bou Nassif, Adi Alhudhaif, Kemal Polat:
Novel dual-channel long short-term memory compressed capsule networks for emotion recognition. Expert Syst. Appl. 188: 116080 (2022) - [j101]Saima Majid, Fayadh Alenezi, Sarfaraz Masood, Musheer Ahmad, Emine Selda Gündüz, Kemal Polat:
Attention based CNN model for fire detection and localization in real-world images. Expert Syst. Appl. 189: 116114 (2022) - [j100]Ali Bou Nassif, Ismail Shahin, Ashraf Elnagar, Divya Velayudhan, Adi Alhudhaif, Kemal Polat:
Emotional speaker identification using a novel capsule nets model. Expert Syst. Appl. 193: 116469 (2022) - [j99]Cuiting Xu, Chunchuan Yan, Mingzhe Jiang, Fayadh Alenezi, Adi Alhudhaif, Norah Alnaim, Kemal Polat, Wanqing Wu:
A novel facial emotion recognition method for stress inference of facial nerve paralysis patients. Expert Syst. Appl. 197: 116705 (2022) - [j98]Xu Lu, Kezhou Chen, Jun Liu, Rongjun Chen, Wanqing Wu, Kemal Polat, Adi Alhudhaif, Fayadh Alenezi, Sara A. Althubiti:
ASHEED: Attention-shifting mechanism for depolarization of cluster head energy consumption in the smart sensing system. Expert Syst. Appl. 203: 117524 (2022) - [j97]Shamik Tiwari, Lalit Kane, Deepika Koundal, Anurag Jain, Adi Alhudhaif, Kemal Polat, Atef Zaguia, Fayadh Alenezi, Sara A. Althubiti:
SPOSDS: A smart Polycystic Ovary Syndrome diagnostic system using machine learning. Expert Syst. Appl. 203: 117592 (2022) - [j96]Fayadh Alenezi, Saban Öztürk, Ammar Armghan, Kemal Polat:
An effective hashing method using W-Shaped contrastive loss for imbalanced datasets. Expert Syst. Appl. 204: 117612 (2022) - [j95]Nasrullah Khan, Zongmin Ma, Aman Ullah, Kemal Polat:
Categorization of knowledge graph based recommendation methods and benchmark datasets from the perspectives of application scenarios: A comprehensive survey. Expert Syst. Appl. 206: 117737 (2022) - [j94]Nasrullah Khan, Zongmin Ma, Aman Ullah, Kemal Polat:
Similarity attributed knowledge graph embedding enhancement for item recommendation. Inf. Sci. 613: 69-95 (2022) - [j93]V. Dhilip Kumar, P. Rajesh, Kemal Polat, Fayadh Alenezi, Sara A. Althubiti, Adi Alhudhaif:
Wi-Fi signal-based human action acknowledgement using channel state information with CNN-LSTM: a device less approach. Neural Comput. Appl. 34(24): 21763-21775 (2022) - [j92]Nasrullah Khan, Zong Min Ma, Aman Ullah, Kemal Polat:
DCA-IoMT: Knowledge-Graph-Embedding-Enhanced Deep Collaborative Alert Recommendation Against COVID-19. IEEE Trans. Ind. Informatics 18(12): 8924-8935 (2022) - [d1]Nasrullah Khan, Zongmin Ma, Aman Ullah, Kemal Polat:
"DCA-IoMT Dataset". IEEE DataPort, 2022
- [i5]Ali Bou Nassif, Ismail Shahin, Ashraf Elnagar, Divya Velayudhan, Adi Alhudhaif, Kemal Polat:
Emotional Speaker Identification using a Novel Capsule Nets Model. CoRR abs/2201.02994 (2022) - 2021
- [j91]Onur Karaman, Adi Alhudhaif, Kemal Polat:
Development of smart camera systems based on artificial intelligence network for social distance detection to fight against COVID-19. Appl. Soft Comput. 110: 107610 (2021) - [j90]Saban Öztürk, Adi Alhudhaif, Kemal Polat:
Attention-based end-to-end CNN framework for content-based X-ray image retrieval. Turkish J. Electr. Eng. Comput. Sci. 29(SI-1): 2680-2693 (2021) - [j89]Muthusamy Hariharan, Sindhu Ravindran, Sazali Yaacob, Kemal Polat:
An improved elephant herding optimization using sine-cosine mechanism and opposition based learning for global optimization problems. Expert Syst. Appl. 172: 114607 (2021) - [j88]Hatem F. Sindi, Majid Kamal A. Nour, Muhyaddin Jamal H. Rawa, Saban Öztürk, Kemal Polat:
A novel hybrid deep learning approach including combination of 1D power signals and 2D signal images for power quality disturbance classification. Expert Syst. Appl. 174: 114785 (2021) - [j87]Akin Özdemir, Kemal Polat, Adi Alhudhaif:
Classification of imbalanced hyperspectral images using SMOTE-based deep learning methods. Expert Syst. Appl. 178: 114986 (2021) - [j86]Onur Karaman, Hakan Çakin, Adi Alhudhaif, Kemal Polat:
Robust automated Parkinson disease detection based on voice signals with transfer learning. Expert Syst. Appl. 178: 115013 (2021) - [j85]Hatem F. Sindi, Majid Kamal A. Nour, Muhyaddin Jamal H. Rawa, Saban Öztürk, Kemal Polat:
An adaptive deep learning framework to classify unknown composite power quality event using known single power quality events. Expert Syst. Appl. 178: 115023 (2021) - [j84]Adi Alhudhaif, Kemal Polat, Onur Karaman:
Determination of COVID-19 pneumonia based on generalized convolutional neural network model from chest X-ray images. Expert Syst. Appl. 180: 115141 (2021) - [j83]Rachna Mehta, Karan Aggarwal, Deepika Koundal, Adi Alhudhaif, Kemal Polat:
Markov features based DTCWS algorithm for online image forgery detection using ensemble classifier in the pandemic. Expert Syst. Appl. 185: 115630 (2021) - [j82]Majid Kamal A. Nour, Saban Öztürk, Kemal Polat:
A novel classification framework using multiple bandwidth method with optimized CNN for brain-computer interfaces with EEG-fNIRS signals. Neural Comput. Appl. 33(22): 15815-15829 (2021) - [j81]Ismail Shahin, Ali Bou Nassif, Nawel Nemmour, Ashraf Elnagar, Adi Alhudhaif, Kemal Polat:
Novel hybrid DNN approaches for speaker verification in emotional and stressful talking environments. Neural Comput. Appl. 33(23): 16033-16055 (2021) - [j80]Adi Alhudhaif, Zafer Cömert, Kemal Polat:
Otitis media detection using tympanic membrane images with a novel multi-class machine learning algorithm. PeerJ Comput. Sci. 7: e405 (2021) - [i4]N. Korucuk, C. Polat, Emine Selda Gündüz, Onur Karaman, V. Tosun, M. Onac, N. Yildirim, Y. Cete, Kemal Polat:
Estimation of atrial fibrillation from lead-I ECGs: Comparison with cardiologists and machine learning model (CurAlive), a clinical validation study. CoRR abs/2104.07427 (2021) - [i3]Ismail Shahin, Noor Ahmad Al Hindawi, Ali Bou Nassif, Adi Alhudhaif, Kemal Polat:
Novel Dual-Channel Long Short-Term Memory Compressed Capsule Networks for Emotion Recognition. CoRR abs/2112.13350 (2021) - [i2]Ismail Shahin, Ali Bou Nassif, Nawel Nemmour, Ashraf Elnagar, Adi Alhudhaif, Kemal Polat:
Novel Hybrid DNN Approaches for Speaker Verification in Emotional and Stressful Talking Environments. CoRR abs/2112.13353 (2021) - 2020
- [j79]Amira S. Ashour, Majid Kamal A. Nour, Kemal Polat, Yanhui Guo, Wafaa Adnan Alsaggaf, Amira El-Attar:
A Novel Framework of Two Successive Feature Selection Levels Using Weight-Based Procedure for Voice-Loss Detection in Parkinson's Disease. IEEE Access 8: 76193-76203 (2020) - [j78]Nihat Daldal, Zafer Cömert, Kemal Polat:
Automatic determination of digital modulation types with different noises using Convolutional Neural Network based on time-frequency information. Appl. Soft Comput. 86 (2020) - [j77]Ahmed Refaat Hawas, Yanhui Guo, Chunlai Du, Kemal Polat, Amira S. Ashour:
OCE-NGC: A neutrosophic graph cut algorithm using optimized clustering estimation algorithm for dermoscopic skin lesion segmentation. Appl. Soft Comput. 86 (2020) - [j76]Majid Kamal A. Nour, Zafer Cömert, Kemal Polat:
A Novel Medical Diagnosis model for COVID-19 infection detection based on Deep Features and Bayesian Optimization. Appl. Soft Comput. 97(Part): 106580 (2020) - [j75]Majid Kamal A. Nour, Hatem F. Sindi, Ehab Atif Abozinadah, Saban Öztürk, Kemal Polat:
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 144: 104300 (2020) - [i1]Umut Özkaya, Saban Öztürk, Serkan Budak, Farid Melgani, Kemal Polat:
Classification of COVID-19 in Chest CT Images using Convolutional Support Vector Machines. CoRR abs/2011.05746 (2020)
2010 – 2019
- 2019
- [j74]Nihat Daldal, Kemal Polat, Yanhui Guo:
Classification of multi-carrier digital modulation signals using NCM clustering based feature-weighting method. Comput. Ind. 109: 45-58 (2019) - [j73]Murat Arican, Kemal Polat:
Pairwise and variance based signal compression algorithm (PVBSC) in the P300 based speller systems using EEG signals. Comput. Methods Programs Biomed. 176: 149-157 (2019) - [j72]Ümit Sentürk, Kemal Polat, Ibrahim Yücedag:
Towards wearable blood pressure measurement systems from biosignals: a review. Turkish J. Electr. Eng. Comput. Sci. 27(5): 3259-3281 (2019) - [j71]Fatih Demir, Abdulkadir Sengür, Varun Bajaj, Kemal Polat:
Towards the classification of heart sounds based on convolutional deep neural network. Health Inf. Sci. Syst. 7(1): 16 (2019) - [j70]Nihat Daldal, Özal Yildirim, Kemal Polat:
Deep long short-term memory networks-based automatic recognition of six different digital modulation types under varying noise conditions. Neural Comput. Appl. 31(6): 1967-1981 (2019) - 2018
- [j69]Amira S. Ashour, Yanhui Guo, Enver Küçükkülahli, Pakize Erdogmus, Kemal Polat:
A hybrid dermoscopy images segmentation approach based on neutrosophic clustering and histogram estimation. Appl. Soft Comput. 69: 426-434 (2018) - [j68]M. Hariharan, R. Sindhu, Vikneswaran Vijean, Haniza Yazid, Thiyagar Nadarajaw, Sazali Yaacob, Kemal Polat:
Improved binary dragonfly optimization algorithm and wavelet packet based non-linear features for infant cry classification. Comput. Methods Programs Biomed. 155: 39-51 (2018) - [j67]Kemal Polat:
Similarity-based attribute weighting methods via clustering algorithms in the classification of imbalanced medical datasets. Neural Comput. Appl. 30(3): 987-1013 (2018) - [c17]Murat Arican, Kemal Polat:
A novel fetal ECG signal compression method: Variance and neighboring based data compression. SIU 2018: 1-4 - [c16]Kemal Avci, Murat Arican, Kemal Polat:
Machine learning based classification of violin and viola instrument sounds for the same notes. SIU 2018: 1-4 - [c15]Ümit Sentürk, Ibrahim Yücedag, Kemal Polat:
Cuff-less continuous blood pressure estimation from Electrocardiogram(ECG) and Photoplethysmography (PPG) signals with artificial neural network. SIU 2018: 1-4 - 2017
- [j66]Yaman Akbulut, Abdulkadir Sengür, Yanhui Guo, Kemal Polat:
KNCM: Kernel Neutrosophic c-Means Clustering. Appl. Soft Comput. 52: 714-724 (2017) - [j65]Yogesh C. K., M. Hariharan, Ruzelita Ngadiran, Abdul Hamid Adom, Sazali Yaacob, Kemal Polat:
Hybrid BBO_PSO and higher order spectral features for emotion and stress recognition from natural speech. Appl. Soft Comput. 56: 217-232 (2017) - [j64]Yogesh C. K., Muthusamy Hariharan, Yuvaraj Rajamanickam, Ruzelita Ngadiran, Abdul Hamid Adom, Sazali Yaacob, Kemal Polat:
Bispectral features and mean shift clustering for stress and emotion recognition from natural speech. Comput. Electr. Eng. 62: 676-691 (2017) - [j63]Yogesh C. K., M. Hariharan, Ruzelita Ngadiran, Abdul Hamid Adom, Sazali Yaacob, Chawki Berkai, Kemal Polat:
A new hybrid PSO assisted biogeography-based optimization for emotion and stress recognition from speech signal. Expert Syst. Appl. 69: 149-158 (2017) - [j62]Kemal Polat, Muthusamy Hariharan, U. Rajendra Acharya, Yanhui Guo:
Guest editorial: New trends in data pre-processing methods for signal and image classification. Neural Comput. Appl. 28(10): 2839-2841 (2017) - [c14]Enver Küçükkülahli, Pakize Erdogmus, Kemal Polat:
A hybrid approach to image segmentation: Combination of BBO (Biogeography based optimization) and Histogram Based Cluster Estimation. SIU 2017: 1-4 - 2016
- [j61]Cagatay Catal, Coskun Bayrak, Ali Bou Nassif, Kemal Polat, Akhan Akbulut:
Special Issue: Soft computing in software engineering. Appl. Soft Comput. 49: 953-955 (2016) - [j60]Enver Küçükkülahli, Pakize Erdogmus, Kemal Polat:
Histogram-based automatic segmentation of images. Neural Comput. Appl. 27(5): 1445-1450 (2016) - [c13]Muhammed Kürsad Uçar, Mehmet Recep Bozkurt, Kemal Polat, Cahit Bilgin:
Alternatively new signal for sleep staging processing in patients with Obstructive Sleep Apnea: Photoplethysmography signal. SIU 2016: 257-260 - 2015
- [j59]Yavuz Unal, Kemal Polat, Hasan Erdinc Kocer, M. Hariharan:
Detection of abnormalities in lumbar discs from clinical lumbar MRI with hybrid models. Appl. Soft Comput. 33: 65-76 (2015) - [j58]Kemal Polat, Musa Hakan Asyali, Muthusamy Hariharan, U. Rajendra Acharya, Mario Köppen:
Preface. Appl. Soft Comput. 37: 939-941 (2015) - [j57]A. Resit Kavsaoglu, Kemal Polat, M. Hariharan:
Non-invasive prediction of hemoglobin level using machine learning techniques with the PPG signal's characteristics features. Appl. Soft Comput. 37: 983-991 (2015) - [c12]Muhammed Kürsad Uçar, Mehmet Recep Bozkurt, Kemal Polat, Cahit Bilgin:
Investigation of effects of time domain features of the photoplethysmography (PPG) signal on sleep respiratory arrests. SIU 2015: 124-127 - 2014
- [j56]Yavuz Unal, Kemal Polat, Hasan Erdinc Kocer:
Pairwise FCM based feature weighting for improved classification of vertebral column disorders. Comput. Biol. Medicine 46: 61-70 (2014) - [j55]A. Resit Kavsaoglu, Kemal Polat, Mehmet Recep Bozkurt:
A novel feature ranking algorithm for biometric recognition with PPG signals. Comput. Biol. Medicine 49: 1-14 (2014) - [j54]M. Hariharan, Kemal Polat, R. Sindhu:
A new hybrid intelligent system for accurate detection of Parkinson's disease. Comput. Methods Programs Biomed. 113(3): 904-913 (2014) - [j53]M. Hariharan, Kemal Polat, Sazali Yaacob:
A new feature constituting approach to detection of vocal fold pathology. Int. J. Syst. Sci. 45(8): 1622-1634 (2014) - [c11]Ahmet Resit Kavsaoglu, Kemal Polat, Mehmet Recep Bozkurt:
Real time heart rate detection using non-contact photoplethysmography signals. SIU 2014: 196-199 - 2013
- [j52]M. Hariharan, Kemal Polat, R. Sindhu, Sazali Yaacob:
A hybrid expert system approach for telemonitoring of vocal fold pathology. Appl. Soft Comput. 13(10): 4148-4161 (2013) - [j51]Kemal Polat:
Data weighting method on the basis of binary encoded output to solve multi-class pattern classification problems. Expert Syst. Appl. 40(11): 4637-4647 (2013) - [c10]A. Resit Kavsaoglu, Kemal Polat, Mehmet Recep Bozkurt, Muthusamy Hariharan:
Feature extraction for biometric recognition with photoplethysmography signals. SIU 2013: 1-4 - 2012
- [j50]Kemal Polat:
Classification of Parkinson's disease using feature weighting method on the basis of fuzzy C-means clustering. Int. J. Syst. Sci. 43(4): 597-609 (2012) - [j49]Kemal Polat:
Application of Attribute Weighting Method Based on Clustering Centers to Discrimination of Linearly Non-Separable Medical Datasets. J. Medical Syst. 36(4): 2657-2673 (2012) - [j48]Kemal Polat, S. Savas Durduran:
Automatic determination of traffic accidents based on KMC-based attribute weighting. Neural Comput. Appl. 21(6): 1271-1279 (2012) - [j47]Kemal Polat:
A novel data preprocessing method to estimate the air pollution (SO2): neighbor-based feature scaling (NBFS). Neural Comput. Appl. 21(8): 1987-1994 (2012) - [j46]Kemal Polat, S. Savas Durduran:
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. 21(8): 2153-2162 (2012) - [c9]Gozde Ates, Kemal Polat:
Measuring of oxygen saturation using pulse oximeter based on fuzzy logic. MeMeA 2012: 1-6 - 2011
- [j45]Kemal Polat, S. Savas Durduran:
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. 42(7): 491-500 (2011) - [j44]Salih Günes, Mehmet Dursun, Kemal Polat, Sebnem Yosunkaya:
Sleep spindles recognition system based on time and frequency domain features. Expert Syst. Appl. 38(3): 2455-2461 (2011) - [j43]Kemal Polat, Salih Günes, Sülayman Tosun:
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. 44(6): 1327 (2011) - 2010
- [j42]Salih Günes, Kemal Polat, Sebnem Yosunkaya:
Multi-class f-score feature selection approach to classification of obstructive sleep apnea syndrome. Expert Syst. Appl. 37(2): 998-1004 (2010) - [j41]Salih Günes, Kemal Polat, Sebnem Yosunkaya:
Efficient sleep stage recognition system based on EEG signal using k-means clustering based feature weighting. Expert Syst. Appl. 37(12): 7922-7928 (2010)
2000 – 2009
- 2009
- [j40]Kemal Polat, Sadiotak Kara, Aysegül Güven, Salih Günes:
Comparison of different classifier algorithms for diagnosing macular and optic nerve diseases. Expert Syst. J. Knowl. Eng. 26(1): 22-34 (2009) - [j39]Kemal Polat, Salih Günes:
A new method to forecast of Escherichia coli promoter gene sequences: Integrating feature selection and Fuzzy-AIRS classifier system. Expert Syst. Appl. 36(1): 57-64 (2009) - [j38]Kemal Polat, Salih Günes:
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. 36(2): 1587-1592 (2009) - [j37]Kemal Polat, Sadik Kara, Aysegül Güven, Salih Günes:
Usage of class dependency based feature selection and fuzzy weighted pre-processing methods on classification of macular disease. Expert Syst. Appl. 36(2): 2584-2591 (2009) - [j36]Kemal Polat, Salih Günes:
A new feature selection method on classification of medical datasets: Kernel F-score feature selection. Expert Syst. Appl. 36(7): 10367-10373 (2009) - 2008
- [j35]Kemal Polat, Salih Günes:
A novel data reduction method: Distance based data reduction and its application to classification of epileptiform EEG signals. Appl. Math. Comput. 200(1): 10-27 (2008) - [j34]Bayram Akdemir, Sadik Kara, Kemal Polat, Aysegül Güven, Salih Günes:
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 43(2): 141-149 (2008) - [j33]Aysegül Güven, Kemal Polat, Sadik Kara, Salih Günes:
The effect of generalized discriminate analysis (GDA) to the classification of optic nerve disease from VEP signals. Comput. Biol. Medicine 38(1): 62-68 (2008) - [j32]Kemal Polat, Sadik Kara, Aysegül Güven, Salih Günes:
Utilization of Discretization method on the diagnosis of optic nerve disease. Comput. Methods Programs Biomed. 91(3): 255-264 (2008) - [j31]Kemal Polat, Bayram Akdemir, Salih Günes:
Computer aided diagnosis of ECG data on the least square support vector machine. Digit. Signal Process. 18(1): 25-32 (2008) - [j30]Kemal Polat, Salih Günes:
Principles component analysis, fuzzy weighting pre-processing and artificial immune recognition system based diagnostic system for diagnosis of lung cancer. Expert Syst. Appl. 34(1): 214-221 (2008) - [j29]Kemal Polat, Salih Günes, Ahmet Arslan:
A cascade learning system for classification of diabetes disease: Generalized Discriminant Analysis and Least Square Support Vector Machine. Expert Syst. Appl. 34(1): 482-487 (2008) - [j28]Kemal Polat, Salih Günes:
Computer aided medical diagnosis system based on principal component analysis and artificial immune recognition system classifier algorithm. Expert Syst. Appl. 34(1): 773-779 (2008) - [j27]Kemal Polat, Salih Günes:
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. 34(3): 2039-2048 (2008) - [j26]Fatma Latifoglu, Kemal Polat, Sadik Kara, Salih Günes:
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 41(1): 15-23 (2008) - [j25]Kemal Polat, Sebnem Yosunkaya, Salih Günes:
Comparison of Different Classifier Algorithms on the Automated Detection of Obstructive Sleep Apnea Syndrome. J. Medical Syst. 32(3): 243-250 (2008) - [j24]Kemal Polat, Sebnem Yosunkaya, Salih Günes:
Pairwise ANFIS Approach to Determining the Disorder Degree of Obstructive Sleep Apnea Syndrome. J. Medical Syst. 32(5): 379-387 (2008) - [j23]Kemal Polat, Sebnem Yosunkaya, Salih Günes:
A New Approach to Diagnosing of Importance Degree of Obstructive Sleep Apnea Syndrome: Pairwise AIRS and Fuzzy-AIRS Classifiers. J. Medical Syst. 32(6): 489-497 (2008) - [j22]Kemal Polat, Fatma Latifoglu, Sadik Kara, Salih Günes:
Usage of a novel, similarity-based weighting method to diagnose atherosclerosis from carotid artery Doppler signals. Medical Biol. Eng. Comput. 46(4): 353-362 (2008) - 2007
- [j21]Kemal Polat, Salih Günes:
Detection of ECG Arrhythmia using a differential expert system approach based on principal component analysis and least square support vector machine. Appl. Math. Comput. 186(1): 898-906 (2007) - [j20]Kemal Polat, Salih Günes:
Classification of epileptiform EEG using a hybrid system based on decision tree classifier and fast Fourier transform. Appl. Math. Comput. 187(2): 1017-1026 (2007) - [j19]Kemal Polat, Salih Günes:
Prediction of hepatitis disease based on principal component analysis and artificial immune recognition system. Appl. Math. Comput. 189(2): 1282-1291 (2007) - [j18]Kemal Polat, Salih Günes:
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. 190(2): 1574-1582 (2007) - [j17]Seral Sahan, Kemal Polat, Halife Kodaz, Salih Günes:
A new hybrid method based on fuzzy-artificial immune system and k-nn algorithm for breast cancer diagnosis. Comput. Biol. Medicine 37(3): 415-423 (2007) - [j16]Kemal Polat, Salih Günes:
A hybrid approach to medical decision support systems: Combining feature selection, fuzzy weighted pre-processing and AIRS. Comput. Methods Programs Biomed. 88(2): 164-174 (2007) - [j15]Kemal Polat, Salih Günes:
Breast cancer diagnosis using least square support vector machine. Digit. Signal Process. 17(4): 694-701 (2007) - [j14]Kemal Polat, Salih Günes:
An expert system approach based on principal component analysis and adaptive neuro-fuzzy inference system to diagnosis of diabetes disease. Digit. Signal Process. 17(4): 702-710 (2007) - [j13]Kemal Polat, Salih Günes:
An improved approach to medical data sets classification: artificial immune recognition system with fuzzy resource allocation mechanism. Expert Syst. J. Knowl. Eng. 24(4): 252-270 (2007) - [j12]Kemal Polat, Seral Sahan, Halife Kodaz, Salih Günes:
Breast cancer and liver disorders classification using artificial immune recognition system (AIRS) with performance evaluation by fuzzy resource allocation mechanism. Expert Syst. Appl. 32(1): 172-183 (2007) - [j11]Emre Çomak, Kemal Polat, Salih Günes, Ahmet Arslan:
A new medical decision making system: Least square support vector machine (LSSVM) with Fuzzy Weighting Pre-processing. Expert Syst. Appl. 32(2): 409-414 (2007) - [j10]Kemal Polat, Seral Sahan, Salih Günes:
Automatic detection of heart disease using an artificial immune recognition system (AIRS) with fuzzy resource allocation mechanism and k. Expert Syst. Appl. 32(2): 625-631 (2007) - [j9]Kemal Polat, Seral Sahan, Salih Günes:
A novel hybrid method based on artificial immune recognition system (AIRS) with fuzzy weighted pre-processing for thyroid disease diagnosis. Expert Syst. Appl. 32(4): 1141-1147 (2007) - [j8]Kemal Polat, Salih Günes:
Medical decision support system based on artificial immune recognition immune system (AIRS), fuzzy weighted pre-processing and feature selection. Expert Syst. Appl. 33(2): 484-490 (2007) - [j7]Kemal Polat, Salih Günes:
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. 33(3): 636-641 (2007) - [c8]Kemal Polat, Ramazan Sekerci, Salih Günes:
Artificial Immune Recognition System Based Classifier Ensemble on the Different Feature Subsets for Detecting the Cardiac Disorders from SPECT Images. DEXA 2007: 45-53 - [c7]Kemal Polat, Sadik Kara, Aysegül Güven, Salih Günes:
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. ICANNGA (2) 2007: 338-345 - [c6]Bayram Akdemir, Kemal Polat, Salih Günes:
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) 2007: 125-131 - 2006
- [j6]Kemal Polat, Salih Günes:
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. 1(4): 253-260 (2006) - [j5]Kemal Polat, Salih Günes:
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. 16(6): 889-901 (2006) - [j4]Kemal Polat, Salih Günes:
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. 16(6): 913-921 (2006) - [j3]Kemal Polat, Salih Günes:
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. 16(6): 922-930 (2006) - [j2]Kemal Polat, Seral Sahan, Salih Günes:
A new method to medical diagnosis: Artificial immune recognition system (AIRS) with fuzzy weighted pre-processing and application to ECG arrhythmia. Expert Syst. Appl. 31(2): 264-269 (2006) - [j1]Kemal Polat, Salih Günes, Sülayman Tosun:
Diagnosis of heart disease using artificial immune recognition system and fuzzy weighted pre-processing. Pattern Recognit. 39(11): 2186-2193 (2006) - [c5]Kemal Polat, Sadik Kara, Fatma Latifoglu, Salih Günes:
A Novel Approach to Resource Allocation Mechanism in Artificial Immune Recognition System: Fuzzy Resource Allocation Mechanism and Application to Diagnosis of Atherosclerosis Disease. ICARIS 2006: 244-255 - 2005
- [c4]Kemal Polat, Seral Sahan, Halife Kodaz, Salih Günes:
Outdoor Image Classification Using Artificial Immune Recognition System (AIRS) with Performance Evaluation by Fuzzy Resource Allocation Mechanism. CAIP 2005: 81-87 - [c3]Seral Sahan, Kemal Polat, Halife Kodaz, Salih Günes:
The Medical Applications of Attribute Weighted Artificial Immune System (AWAIS): Diagnosis of Heart and Diabetes Diseases. ICARIS 2005: 456-468 - [c2]Kemal Polat, Seral Sahan, Halife Kodaz, Salih Günes:
A New Classification Method for Breast Cancer Diagnosis: Feature Selection Artificial Immune Recognition System (FS-AIRS). ICNC (2) 2005: 830-838 - 2004
- [c1]Seral Sahan, Halife Kodaz, Salih Günes, Kemal Polat:
A New Classifier Based on Attribute Weighted Artificial Immune System (AWAIS). ISCIS 2004: 11-20
Coauthor Index
Fayadh Alenezi
aka: Fayadh S. Alenezi
aka: Fayadh S. Alenezi
[j147] [j144] [j143] [j141] [j140] [j139] [j138] [j137] [j135] [j134] [j130] [j127] [i6] [j125] [j124] [j123] [j121] [j120] [j118] [j116] [j114] [j112] [j111] [j110] [j109] [j108] [j107] [j105] [j104] [j103] [j102] [j100] [j99] [j98] [j97] [j93] [i5] [j91] [j90] [j87] [j86] [j84] [j83] [j81] [j80] [i3] [i2]
M. Hariharan 0001
aka: Muthusamy Hariharan
aka: Muthusamy Hariharan
Majid Kamal A. Nour
aka: Majid Nour
aka: Majid Nour
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