A Preprocessing Perspective for Quantum Machine Learning Classification Advantage in Finance Using NISQ Algorithms. - Javier Mancilla; Christophe Pere (Entropy, 2022)

Empowering Credit Scoring Systems with Quantum-Enhanced Machine Learning. - Javier Mancilla; André Sequeira; Tomas Tagliani; Francisco Llaneza; Claudio Beiza (CoRR, 2024)

A Laplacian-based Quantum Graph Neural Network for Semi-Supervised Learning. - Hamed Gholipour; Farid Bozorgnia; Kailash Hambarde; Hamzeh Mohammadigheymasi; Javier Mancilla; Andre Sequeira; João Neves 002; Hugo Proença 001 (CoRR, 2024)

A Laplacian-based quantum graph neural networks for quantum semi-supervised learning. - Hamed Gholipour; Farid Bozorgnia; Kailash Hambarde; Hamzeh Mohammadigheymasi; Javier Mancilla; Andre Sequeira; João C. Neves 001; Hugo Proença 001; Moharram Challenger (Quantum Inf. Process., 2025)

Q2SAR: A Quantum Multiple Kernel Learning Approach for Drug Discovery. - Alejandro Giraldo; Daniel Ruiz; Mariano Caruso; Javier Mancilla; Guido Bellomo (CoRR, 2025)