Konu "Machine Learning" için Scopus İndeksli Yayınlar Koleksiyonu listeleme
Toplam kayıt 10, listelenen: 1-10
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Classification of students’ achievement via machine learning by using system logs in learning management system
(Anadolu Üniversitesi, 2022)During emergency remote teaching (ERT) process, factors affecting the achievement of students have changed. The purposes of this study are to determine the variables that affect the classification of students according ... -
ICF: An algorithm for large scale classification with conic functions
(Elsevier Science BV, 2018)Incremental Conic Functions (ICF) algorithm is developed for solving classification problems based on mathematical programming. This algorithm improves previous version of conic function-based classifier construction in ... -
Impact of the web application for the educational process on the compound interest considering data science
(2020)This quantitative research analyzes the impact of the Web Application for the Educational Process on Compound Interest (WAEPCI) considering the machine learning and data science. The sample is composed of 46 students who ... -
Incremental conic functions algorithm for large scale classification problems
(Academic Press Inc Elsevier Science, 2018)In order to cope with classification problems involving large datasets, we propose a new mathematical programming algorithm by extending the clustering based polyhedral conic functions approach. Despite the high classification ... -
Integration of classification algorithms for indoor positioning system
(Institute of Electrical and Electronics Engineers Inc., 2017)Positioning applications become more popular with the advancement of location aware services. Global Positioning System is a successful solution for outdoors whereas it is not suitable for indoor environments due to the ... -
A machine learning based approach to enhance MOOC users’ classification
(Anadolu Üniversitesi, 2020)At the beginning of the 2010 decade, the world of education and more specifically e-learning was revolutionized by the emergence of Massive Open Online Courses, better known by their acronym MOOC. Proposed more and more ... -
A Multi-Criteria Decision Strategy to Select a Machine Learning Method for Indoor Positioning System
(World Scientific Publ Co Pte LTD, 2018)Indoor positioning system is an active research area. There are various performance metrics such as accuracy, computation time, precision, and f-score in machine learning based indoor positioning systems. The aim of this ... -
Poverty level characterization via feature selection and machine learning
(Institute of Electrical and Electronics Engineers Inc., 2019)A persistent socio-cultural problem of mankind is 'poverty', which requires accurate characterization in order to construct well designed policies for intervention. Unfortunately, the categorization along the poverty - ... -
Supervised Machine Learning Algorithms for Evaluation of Solid Lipid Nanoparticles and Particle Size
(Bentham Science Publ LTD, 2018)Aims and Objectives: Solid Lipid Nanoparticles (SLNs) are pharmaceutical delivery systems that have advantages such as controlled drug release, long-term stability etc. Particle Size (PS) is one of the important criteria ... -
Turkish sentiment analysis for open and distance education systems
(Anadolu Üniversitesi, 2021)Students’ opinions are the most essential source to enhance the quality of education and educational services in Open and Distance education (ODE) Systems. How to access and analyze students’ real opinions is a problem for ...