Personal profile
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Telecommunications Engineer from the University of the Basque Country (UPV-EHU) and Doctor in Information Technologies from the University of Alcalá de Henares (UAH). Her professional experience began at Oesía Network managing the data network of the Eroski group. Subsequently, she was selected for a predoctoral fellowship from the Iñaki Goenaga Foundation at Robotiker, which allowed her to start her research career in the area of meta-heuristics, designing multi-objective algorithms and solving NP-hard optimization problems in different domains. She has worked for years as a researcher participating in projects related to the development of algorithms and optimization techniques in the field of energy efficiency in tertiary buildings, as well as the design of prediction techniques to adjust photovoltaic generation to demand and optimize battery use. Similarly, more recently, she has participated in projects related to the development of prediction and predictive maintenance systems in Industry 4.0 and smart analytics for personalized medicine in the Health sector. She is currently responsible for the Core AI within the DIGITAL business area at TECNALIA. In her research work, she is co-author of a patent, more than 15 articles in international journals, and more than 20 articles in international conferences. She has also co-supervised 2 theses and is a reviewer for both AI sector journals and international conferences.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 2 Zero Hunger
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SDG 3 Good Health and Well-being
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SDG 7 Affordable and Clean Energy
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SDG 8 Decent Work and Economic Growth
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SDG 9 Industry, Innovation, and Infrastructure
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SDG 11 Sustainable Cities and Communities
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SDG 13 Climate Action
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SDG 17 Partnerships for the Goals
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Collaborations and top research areas from the last five years
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Frequency-Aware Contrastive Loss for Self-Supervised EEG Seizure Detection
Stemikovskaya, K., Manjarres, D. & Triguero, I., 2025, In: Proceedings of the International Joint Conference on Neural Networks.Research output: Contribution to journal › Conference article › peer-review
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SpeCluRC-NTL: Spearman's distance-based clustering Reservoir Computing solution for NTL detection in smart grids
Serra, A., Ortiz, A., Manjarrés, D., Fernández, M., Maqueda, E., Cortés, P. J. & Canals, V., Jun 2024, In: International Journal of Electrical Power and Energy Systems. 157, 109891.Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Citations (Scopus) -
Towards the Design, Quality Assessment and Explainability of Synthetic Tabular Data Generation Techniques for Metabolic Syndrome Diagnosis
Manjarrés, D., Ispizua, B. & Niño-Adan, I., 2024, Proceedings - 2024 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2024. Cannataro, M., Zheng, H., Gao, L., Cheng, J., de Miranda, J. L., Zumpano, E., Hu, X., Cho, Y.-R. & Park, T. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 5009-5015 7 p. (Proceedings - 2024 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Online Pentane Concentration Prediction System Based on Machine Learning Techniques †
Manjarrés, D., Maqueda, E. & Landa-Torres, I., 2023, In: Engineering Proceedings. 39, 1, 77.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Downloads (Pure) -
PLAHS: A Partial Labelling Autonomous Hyper-heuristic System for Industry 4.0 with application on classification of cold stamping process[Formula presented]
Navajas-Guerrero, A., Portillo, E. & Manjarres, D., Nov 2023, In: Applied Soft Computing Journal. 147, 110718.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus)
Thesis
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Design and Application of Novel Harmony Search Multi-objective Algorithms to practical problems
Manjarres Martinez, D. (Author), 2013Doctoral thesis: Doctoral Thesis
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Prizes
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"BPOS-POM" Finalist in the Advanced Manufacturing 2023 Awards
Manjarres Martinez, D. (Recipient), 15 Nov 2023
Prize