Yassine Baghoussi

According to our database, Yassine Baghoussi authored at least 11 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

KDBI special issue: Explainability feature selection framework application for LSTM multivariate time-series forecast self optimization.

Eduardo M. Rodrigues, Yassine Baghoussi, João Mendes-Moreira

Expert Syst. J. Knowl. Eng., February, 2025

2024

Corrector LSTM: built-in training data correction for improved time-series forecasting.

Yassine Baghoussi, Carlos Soares, João Mendes-Moreira

Neural Comput. Appl., September, 2024

Enhancing Forecasting using Read & Write Recurrent Neural Networks

Yassine Baghoussi

PhD thesis, 2024

On-the-fly Data Augmentation for Forecasting with Deep Learning.

Vítor Cerqueira, Moisés Rocha dos Santos, Yassine Baghoussi, Carlos Soares

CoRR, 2024

Kernel Corrector LSTM.

Rodrigo Tuna, Yassine Baghoussi, Carlos Soares, João Mendes-Moreira

Proceedings of the Advances in Intelligent Data Analysis XXII, 2024

2023

Interpreting What is Important: An Explainability Approach and Study on Feature Selection.

Eduardo M. Rodrigues, Yassine Baghoussi, João Mendes-Moreira

Proceedings of the Progress in Artificial Intelligence, 2023

2021

Pastprop-RNN: improved predictions of the future by correcting the past.

André Baptista, Yassine Baghoussi, Carlos Soares, João Mendes-Moreira, Miguel Arantes

CoRR, 2021

2020

Underground Train Tracking using Mobile Phone Accelerometer Data.

Yassine Baghoussi, João Mendes-Moreira, Nuno Moniz, Carlos Soares

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

2018

Instance-Based Stacked Generalization for Transfer Learning.

Yassine Baghoussi, João Mendes-Moreira

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

Updating a robust optimization model for improving bus schedules.

Yassine Baghoussi, João Mendes-Moreira, Michael T. M. Emmerich

Proceedings of the 10th International Conference on Communication Systems & Networks, 2018

2016

An agent-based model of the Earth system & climate change.

Yassine Baghoussi, Pedro J. R. M. Campos, Rosaldo J. F. Rossetti

Proceedings of the IEEE International Smart Cities Conference, 2016