Kemal Polat

Research.com Recognitions

• 2026 - Research.com Computer Science in Turkey Leader Award
• 2025 - Research.com Computer Science in Turkey Leader Award
• 2022 - Research.com Computer Science in Turkey Leader Award

Overview

Best Publications

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

  Kemal Polat;Salih Güneş

  831
  Citations

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

  Kemal Polat;Salih Güneş

  494
  Citations

• Breast cancer diagnosis using least square support vector machine

  Kemal Polat;Salih Güneş

  494
  Citations

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

  Kemal Polat;Salih Güneş;Ahmet Arslan

  398
  Citations

• 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 Güneş

  349
  Citations

• 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

  304
  Citations

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

  Salih Güneş;Kemal Polat;Şebnem Yosunkaya

  263
  Citations

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

  M. Hariharan;Kemal Polat;R. Sindhu

  246
  Citations

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

  Seral Şahan;Kemal Polat;Halife Kodaz;Salih Güneş

  237
  Citations

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

  Saima Majid;Fayadh Alenezi;Sarfaraz Masood;Musheer Ahmad

  222
  Citations

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

  Kemal Polat;Salih Güneş

  218
  Citations

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

  Kemal Polat;Salih Güneş

  185
  Citations

• A novel feature ranking algorithm for biometric recognition with PPG signals

  A. Reşit Kavsaoğlu;Kemal Polat;M. Recep Bozkurt

  176
  Citations

• 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 Güneş

  175
  Citations

• Automatic detection of heart disease using an artificial immune recognition system (AIRS) with fuzzy resource allocation mechanism and k-nn (nearest neighbour) based weighting preprocessing

  Kemal Polat;Seral Şahan;Salih Güneş

  161
  Citations

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

  Kemal Polat;Seral Şahan;Salih Güneş

  153
  Citations

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

  Kemal Polat

  147
  Citations

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

  Muhammed Kürşad Uçar;Majid Nour;Hatem Sindi;Kemal Polat

  143
  Citations

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

  Kemal Polat;Salih Güneş;Sülayman Tosun

  136
  Citations

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

  Kemal Polat;Seral Şahan;Salih Güneş

  129
  Citations

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

  Kemal Polat;Seral Şahan;Halife Kodaz;Salih Güneş

  122
  Citations