Muhammet Balcılar

Predicting experimental electrophilicities from quantum and topological descriptors: A machine learning approach

Guillaume Hoffmann, Muhammet Balcılar, Vincent Tognetti et al. · Journal of Computational Chemistry · 2020 · 47 citations

Topological Descriptors, Engineering, Machine Learning +26

Analyzing the Expressive Power of Graph Neural Networks in a Spectral Perspective

Muhammet Balcılar, Guillaume Renton, Pierre Héroux et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2021 · 44 citations · Full text

Bridging the Gap Between Spectral and Spatial Domains in Graph Neural Networks

Muhammet Balcılar, Guillaume Renton, Pierre Héroux et al. · arXiv (Cornell University) · 2020 · 38 citations · Full text

Spectral Theory, Geometric Learning, Graph Convolutions +19

A fuzzy expert system design for forecasting return quantity in reverse logistics network

Gül Tekin Temur, Muhammet Balcılar, Bersam Bolat · Journal of Enterprise Information Management · 2014 · 29 citations

Engineering, Industrial Engineering, Reverse Logistic Network +21

Breaking the Limits of Message Passing Graph Neural Networks

Muhammet Balcılar, Pierre Héroux, Benoît Gaüzère et al. · arXiv (Cornell University) · 2021 · 28 citations · Full text

Graph Sparsity, Engineering, Machine Learning +16