Table of Contents
Preface
Chapter 1. Data Analytics Applied to the Human Resources Industry
Cem Ufuk Baytar
Management Information Systems, Istanbul Topkapı University, Istanbul, Turkey
Chapter 2. Toxicogenomics Data Mining as a Promising Prioritization Tool in Toxicity Testing
Katarina Živančević¹,², Dragica Bozic¹, Katarina Baralić¹ and Danijela Đukić-Ćosić¹
¹Department of Toxicology “Akademik Danilo Soldatović,” University of Belgrade – Faculty of Pharmacy, Belgrade, Serbia
²Institute of Physiology and Biochemistry “Ivan Đaja,” University of Belgrade – Faculty of Biology, Belgrade, Serbia
Chapter 3. Applications of Data Mining Algorithms for Customer Recommendations in Retail Marketing
Elif Delice¹, Lütviye Özge Polatlı², İrem Düzdar Argun³, and Hakan Tozan4
¹Management Information Systems, Istanbul Topkapı University, Istanbul, Turkey
²Healthcare Systems Engineering, Istanbul Medipol University, Istanbul, Turkey
³Industrial Engineering, Düzce University, Düzce, Turkey
4Industrial Engineering, Istanbul Medipol University, Istanbul, Turkey
Chapter 4. Analysis of Customer Churn in the Banking Industry Using Data Mining
Özge Doğuç
Management Information Systems, Medipol University, Istanbul, Turkey
Chapter 5. The Crowdsourcing Concept-Based Data Mining Approach Applied in Prosumer Microgrids
B. C. Neagu, PhD, M. Gavrilaș, PhD, O. Ivanov, PhD and G. Grigoraș
Department of Power Engineering, “Gheorghe Asachi” Technical University, Iasi, Romania
Chapter 6. Active Learning
Jože M. Rožanec¹,²,³, Blaž Fortuna² and Dunja Mladenić¹
¹Laboratory of Artificial Intelligence, Jožef Stefan Institute, Ljubljana, Slovenia
²Qlector d.o.o., Ljubljana, Slovenia
³Jožef Stefan International Postgraduate School, Ljubljana, Slovenia
Chapter 7. Prediction of General Anxiety Disorder Using Machine Learning Techniques
Kevser Şahinbaş
Management Information Systems, Istanbul Medipol University, Istanbul, Turkey
Index
