| Classification of epileptiform EEG using a hybrid system based on decision tree classifier and fast Fourier transform K Polat, S Güneş Applied Mathematics and Computation 187 (2), 1017-1026, 2007 | 898 | 2007 |
| Breast cancer diagnosis using least square support vector machine K Polat, S Güneş Digital signal processing 17 (4), 694-701, 2007 | 534 | 2007 |
| An expert system approach based on principal component analysis and adaptive neuro-fuzzy inference system to diagnosis of diabetes disease K Polat, S Güneş Digital signal processing 17 (4), 702-710, 2007 | 522 | 2007 |
| A cascade learning system for classification of diabetes disease: Generalized discriminant analysis and least square support vector machine K Polat, S Güneş, A Arslan Expert systems with applications 34 (1), 482-487, 2008 | 419 | 2008 |
| A novel hybrid intelligent method based on C4. 5 decision tree classifier and one-against-all approach for multi-class classification problems K Polat, S Güneş Expert Systems with Applications 36 (2), 1587-1592, 2009 | 368 | 2009 |
| A new hybrid method based on fuzzy-artificial immune system and k-nn algorithm for breast cancer diagnosis S Şahan, K Polat, H Kodaz, S Güneş Computers in Biology and Medicine 37 (3), 415-423, 2007 | 274 | 2007 |
| Efficient sleep stage recognition system based on EEG signal using k-means clustering based feature weighting S Güneş, K Polat, Ş Yosunkaya Expert Systems with Applications 37 (12), 7922-7928, 2010 | 269 | 2010 |
| A new feature selection method on classification of medical datasets: Kernel F-score feature selection K Polat, S Güneş Expert Systems with Applications 36 (7), 10367-10373, 2009 | 240 | 2009 |
| Detection of ECG Arrhythmia using a differential expert system approach based on principal component analysis and least square support vector machine K Polat, S Güneş Applied Mathematics and Computation 186 (1), 898-906, 2007 | 201 | 2007 |
| Artificial immune recognition system with fuzzy resource allocation mechanism classifier, principal component analysis and FFT method based new hybrid automated identification … K Polat, S Güneş Expert Systems with Applications 34 (3), 2039-2048, 2008 | 192 | 2008 |
| Automatic detection of heart disease using an artificial immune recognition system (AIRS) with fuzzy resource allocation mechanism and k-nn (nearest neighbour) based weighting … K Polat, S Şahan, S Güneş Expert Systems with Applications 32 (2), 625-631, 2007 | 171 | 2007 |
| A new method to medical diagnosis: Artificial immune recognition system (AIRS) with fuzzy weighted pre-processing and application to ECG arrhythmia K Polat, S Şahan, S Güneş Expert systems with applications 31 (2), 264-269, 2006 | 153 | 2006 |
| Diagnosis of heart disease using artificial immune recognition system and fuzzy weighted pre-processing K Polat, S Güneş, S Tosun Pattern Recognition 39 (11), 2186-2193, 2006 | 138 | 2006 |
| A novel hybrid method based on artificial immune recognition system (AIRS) with fuzzy weighted pre-processing for thyroid disease diagnosis K Polat, S Şahan, S Güneş Expert Systems with Applications 32 (4), 1141-1147, 2007 | 131 | 2007 |
| Breast cancer and liver disorders classification using artificial immune recognition system (AIRS) with performance evaluation by fuzzy resource allocation mechanism K Polat, S Şahan, H Kodaz, S Güneş Expert Systems with Applications 32 (1), 172-183, 2007 | 127 | 2007 |
| Medical diagnosis of atherosclerosis from Carotid Artery Doppler Signals using principal component analysis (PCA), k-NN based weighting pre-processing and Artificial Immune … F Latifoğlu, K Polat, S Kara, S Güneş Journal of Biomedical Informatics 41 (1), 15-23, 2008 | 121 | 2008 |
| The medical applications of attribute weighted artificial immune system (AWAIS): diagnosis of heart and diabetes diseases S Şahan, K Polat, H Kodaz, S Güneş Artificial Immune Systems: 4th International Conference, ICARIS 2005, Banff …, 2005 | 119 | 2005 |
| A hybrid approach to medical decision support systems: Combining feature selection, fuzzy weighted pre-processing and AIRS K Polat, S Güneş Computer methods and programs in biomedicine 88 (2), 164-174, 2007 | 118 | 2007 |
| Medical application of information gain based artificial immune recognition system (AIRS): Diagnosis of thyroid disease H Kodaz, S Özşen, A Arslan, S Güneş Expert Systems with Applications 36 (2), 3086-3092, 2009 | 109 | 2009 |
| Computer aided diagnosis of ECG data on the least square support vector machine K Polat, B Akdemir, S Güneş Digital Signal Processing 18 (1), 25-32, 2008 | 108 | 2008 |