Short Bio

Publications

Performance Comparison of Tree-Based Algorithms for In-silico Mutagenicity Prediction

The effect of Methods Used for Missing Data Imputation on Classification Success

Ensemble Learning Methods as In-silico Model for Prediction of Mutagenicity

Churn Analysis for Factoring: An Application in Turkish Factoring Sector

Statistical Learning Model for In-Silico Mutagenicity Prediction

A Hybrid Approach Using User-Based Collaborative Filtering and Clustering for Personalized Product Recommendation Systemn

Statistical Evaluation of Ensemble Learning Outcomes for Missing Value Problem in Imbalanced Class Distribution

A Hybrid Metaheuristic based Feature Selection Framework for In-silico Mutagenicity Prediction

Talks

Social Network Analysis and Spatial Data Visualization

August 28, 2015

Meetup at Girisim Fabrikasi, Istanbul, Turkey

Teaching

Data Visualization Techniques with R

AWS-101

Projects

Spatial Visualizations

Deploying ML Model to Production - Iris Example

Tam Faktoring Hackathon - 2nd Place Prize Winner

ING Bank Turkey Datathon - Top 10

KYÖYO QNB Yapay Öğrenme Yarışması - Finalist

Bir Datathon Macerası - Setur Datathon

Setur Datathon - 2nd Place Prize Winner

Daily Covid-19 Visualizations

Stacking ile Kelimelerden Dil Tahmini