Demand Prediction Using Machine Learning Methods and Stacked Generalization

no code implementations • 21 Sep 2020 • Resul Tugay, Sule Gunduz Oguducu

Then we used stacked generalization or also known as stacking ensemble learning to predict demand.

BIG-bench Machine Learning Ensemble Learning

Ranky : An Approach to Solve Distributed SVD on Large Sparse Matrices

no code implementations • 21 Sep 2020 • Resul Tugay, sule gunduz oguducu

Singular Value Decomposition (SVD) is a well studied research topic in many fields and applications from data mining to image processing.

A Deep Hybrid Model for Recommendation Systems

no code implementations • 21 Sep 2020 • Muhammet cakir, sule gunduz oguducu, resul tugay

Recommendation has been a long-standing problem in many areas ranging from e-commerce to social websites.

Collaborative Filtering Recommendation Systems

Hotel Recommendation System Based on User Profiles and Collaborative Filtering

no code implementations • 21 Sep 2020 • Bekir Berker Türker, resul tugay, Şule Öğüdücü, İpek Kızıl

The resulting system is known as a hybrid recommender system.

Collaborative Filtering Decision Making +1