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Abdullah Elen
Researcher at Karabük University
Publications - 24
Citations - 96
Abdullah Elen is an academic researcher from Karabük University. The author has contributed to research in topics: Computer science & Naive Bayes classifier. The author has an hindex of 4, co-authored 17 publications receiving 33 citations. Previous affiliations of Abdullah Elen include Bandırma Onyedi Eylül University.
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Journal ArticleDOI
Evaluation of train and test performance of machine learning algorithms and Parkinson diagnosis with statistical measurements
Emre Avuçlu,Abdullah Elen +1 more
TL;DR: The performance comparison of the machine learning algorithms k-Nearest Neighborhood (k-NN), Random Forest, Naive Bayes, and Support Vector Machine classifiers was performed and the best classifier was determined for the diagnosis of Parkinson's disease.
Journal ArticleDOI
Learn from one data set to classify all - A multi-target domain adaptation approach for white blood cell classification.
TL;DR: This study proposes a model that can be used in the classification of white blood cells (WBC) and is not affected by domain differences and it can adapt in a successful way to target domains.
Journal ArticleDOI
Classifying White Blood Cells Using Machine Learning Algorithms
Abdullah Elen,M. Kamil Turan +1 more
TL;DR: The Multinomial Logistic Regression (MLR) algorithm performed better than the other methods with an average 95% test success and can be used for automatic classification of white blood cells.
Journal ArticleDOI
Standardized Variable Distances: A distance-based machine learning method
Abdullah Elen,Emre Avuçlu +1 more
TL;DR: A novel machine learning algorithm for multiclass classification based on the Minimum Distance Classifier algorithm, which can classify better than traditional and state-of-the-art methods, compared in this study.