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| 1 | Effects of electromagnetic radiation from acellular phone on human sperm motility:an in vitro study显示文摘 | Erogul O Oztas E Yildirim I | 2006 | Arch Med Res2006，37，7： | 1 |
| 2 | Preliminary Investigation of Emirati Women Entrepreneurs in the UAE显示文摘 | Erogul Murat S McCrohan Declan | | 0，，10： | 1 |
| 3 | Female Entrepreneurship in the United Arab Emirates:Legislative Encouragements and Cultural Constraints显示文摘 | Valerie Priscilla Goby Murat Sakir Erogul | | 0，，34： | 1 |
| 4 | Efects of electromagnetic radiation from a cellular phone on human sperm motility: an in vitro study显示文摘 | Erogul O Oztas E Yildirim I | 2006 | Arch Med Res2006，37，7： | 1 |
| 5 | Selective Brain Cooling Seems to be a Mechanism Leading to Human Craniofaeial Diversity Observed in Different Geographical Regions显示文摘 | Irmak M K Korkmaz A Erogul O | 2004 | Med Hypotheses2004，63，6： | 1 |
| 6 | Effects of electromagnetic radiation from a cellular phone on human sperm motility:an in vitro study显示文摘 | Erogul O Oztas E Yildirim I | 2006 | Arch Med Res2006，37，7： | 1 |
| 7 | Effects of electromagnetic radiation from a cellular phone on human sperm motility:an in vitro study显示文摘 | Erogul O Oztas E Yildirim I | | 0，，07： | 1 |
| 8 | Effects of electromagnetic radiation from a cellular phone on human sperm motility:An in vitro study显示文摘 | Erogul O Oztss E Yildirim I | 2006 | Arch Med Res2006，37，7： | 1 |
| 9 | Effects of electromagnetic radiation from a cellular phone on human sperm motility: an invitro study显示文摘 | Erogul O Oztas E Yildirim I | 2006 | Arch Med Res2006，37，： | 1 |
| 10 | Effects of electromagnetic radiation from a cellular phone on human sperm motility:an in vitro study显示文摘 | Erogul O Oztas E Yildlrim I | 2006 | Arch Med Res2006，37，： | 1 |
| 11 | Comparison of the use of zeolite and perlite as substrate for crisp-head lettuce显示文摘 | Ayse Gul Deniz Erogul Ali Rzza Ongun | 2005 | Scientia Horticulturae2005，106，： | 1 |
| 12 | Effects of electromagnetic radiation lrom a cellular phone on human sperm motility: an in vitro study 显示文摘 | Erogul O Oztas E Yildirim I | 2006 | Arch Med Res2006，37，7： | 1 |
| 13 | Efficient sleep spindle detection algorithm with decision tree 显示文摘 | DUMAN F ERDAMAR A EROGUL O | 2009 | Ex- pert Syst Appl2009，36，6： | 1 |
| 14 | Effects of electromagnetic radiation from a cellular phone on human sperm motility : an in vitro study 显示文摘 | EROGUL O OZTAS E YILDIRIM L | 2006 | Arch Meeical Res2006，37，： | 1 |
| 15 | Breast Cancer Diagnosis Using Feature Selection Approaches and Bayesian Optimization显示文摘Breast cancer seriously affects many women.If breast cancer is detected at an early stage,it may be cured.This paper proposes a novel classification model based improved machine learning algorithms for diagnosis of breast cancer at its initial stage.It has been used by combining feature selection and Bayesian optimization approaches to build improved machine learning models.Support Vector Machine,K-Nearest Neighbor,Naive Bayes,Ensemble Learning and Decision Tree approaches were used as machine learning algorithms.All experiments were tested on two different datasets,which are Wisconsin Breast Cancer Dataset(WBCD)and Mammographic Breast Cancer Dataset(MBCD).Experiments were implemented to obtain the best classification process.Relief,Least Absolute Shrinkage and Selection Operator(LASSO)and Sequential Forward Selection were used to determine the most relevant features,respectively.The machine learning models were optimized with the help of Bayesian optimization approach to obtain optimal hyperparameter values.Experimental results showed the unified feature selection-hyperparameter optimization method improved the classification performance in all machine learning algorithms.Among the various experiments,LASSO-BO-SVM showed the highest accuracy,precision,recall and F1-score for two datasets(97.95%,98.28%,98.28%,98.28%for MBCD and 98.95%,97.17%,100%,98.56%for MBCD),yielding outperforming results compared to recent studies. | Erkan Akkur Fuat TURK Osman Erogul | 2023 | Computer Systems Science & Engineering2023，45，5： | 0 |
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