Browsing "02. Fen Fakültesi / Faculty of Science" by Subject Machine learning

Showing results 1 to 11 of 11
Issue DateTitleAuthor(s)
Nov-2022Anisotropic and outstanding mechanical, thermal conduction, optical, and piezoelectric responses in a novel semiconducting BCN monolayer confirmed by first-principles and machine learningMortazavi, Bohayra ; Fazel Shojaei; Yağmurcukardeş, Mehmet ; Alexander Shapeev; Xiaoying Zhuang
Dec-2017Categorization of species based on their microRNAs employing sequence motifs, information-theoretic sequence feature extraction, and k-mersYousef, Malik; Nigatu, Dawit; Levy, Dalit; Allmer, Jens ; Henkel, Werner
2013Data mining for microrna gene prediction: On the impact of class imbalance and feature number for microrna gene predictionSaçar, Müşerref Duygu; Allmer, Jens 
2016Feature selection for microRNA target prediction comparison of one-class feature selection methodologiesYousef, Malik; Allmer, Jens ; Khalifa, Waleed
2016Feature selection has a large impact on one-class classification accuracy for micrornas in plantsYousef, Malik; Demirci, Müşerref Duygu Saçar; Khalifa, Waleed; Allmer, Jens 
2016The impact of feature selection on one and two-class classification performance for plant microRNAsKhalifa, Waleed; Yousef, Malik; Saçar Demirci, Müşerref Duygu; Allmer, Jens 
2017Improving the quality of positive datasets for the establishment of machine learning models for pre-microRNA detectionSaçar Demirci, Müşerref Duygu; Allmer, Jens 
2014Machine learning methods for microRNA gene predictionSaçar, Müşerref Duygu; Allmer, Jens 
Mar-2017MicroRNA categorization using sequence motifs and k-mersYousef, Malik; Khalifa, Waleed; Acar, İlhan Erkin ; Allmer, Jens 
Dec-2017On the performance of pre-microRNA detection algorithmsSaçar Demirci, Müşerref Duygu; Baumbach, Jan; Allmer, Jens 
2019Yürüme verisi ve konum mahremiyetiUstaoğlu, Berkant