Ensemble echo state networks trained collectively for reliable energy forecasting in facilities.

Mario Mallea

Mario Mallea Àngela Nebot Francisco Mugica Ensemble echo state networks trained collectively for reliable energy forecasting in facilities. 110854 2026 129 Comput. Electr. Eng. https://doi.org/10.1016/j.compeleceng.2025.110854 db/journals/cee/cee129.html#MalleaNM26 streams/journals/cee

Mario Mallea Àngela Nebot Francisco Mugica Advancing broad learning through structured feature generation. 129948 2026 299 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2025.129948 db/journals/eswa/eswa299.html#MalleaNM26 streams/journals/eswa

Mario Mallea Àngela Nebot Francisco Mugica Rationalizing machine learning models for real-time health prognosis of lithium-ion batteries. 100577 2025 28 Array https://doi.org/10.1016/j.array.2025.100577 db/journals/array/array28.html#MalleaNM25 streams/journals/array

Mario Mallea Ricardo Ñanculef Mauricio Araya Intramodal consistency in triplet-based cross-modal learning for image retrieval. 110 2025 April 114 Mach. Learn. 4 https://doi.org/10.1007/s10994-024-06710-z db/journals/ml/ml114.html#MalleaNA25 streams/journals/ml

Mario Mallea Àngela Nebot Francisco Mugica Alternatives to Shallow Autoencoders for Collaborative Filtering. 142-156 2025 DaWaK https://doi.org/10.1007/978-3-032-02215-8_10 conf/dawak/2025 db/conf/dawak/dawak2025.html#MalleaNM25 streams/conf/dawak Ian Roberts Mauricio Araya Ricardo Ñanculef Mario Mallea Recovering Latent Hierarchical Relationships in Image Datasets Through Hyperbolic Embeddings. 92-103 2024 CIARP (1) https://doi.org/10.1007/978-3-031-76607-7_7 conf/ciarp/2024-1 db/conf/ciarp/ciarp2024-1.html#RobertsANM24 streams/conf/ciarp Mario Mallea Ricardo Ñanculef Denis Parra Adversarial Pairwise Multimodal Recommendation. 1-10 2024 IJCNN https://doi.org/10.1109/IJCNN60899.2024.10650977 conf/ijcnn/2024 db/conf/ijcnn/ijcnn2024.html#MalleaNP24 streams/conf/ijcnn Mario Mallea Ricardo Ñanculef Mauricio Araya Enhancing Intra-modal Similarity in a Cross-Modal Triplet Loss. 249-264 2023 DS https://doi.org/10.1007/978-3-031-45275-8_17 conf/dis/2023 db/conf/dis/dis2023.html#MalleaNA23 Mauricio Araya Francisco Mugica Ricardo Ñanculef Àngela Nebot Denis Parra Ian Roberts