Intelligent Systems Group

Grupo Investigación UPV-EHU UPV/EHU Facultad de Informática LOZANO ALONSO, JOSE ANTONIO ja.lozano@ehu.eus Knowledge representation Automated reasoning Common sense reasoning Causal reasoning Optimization Machine learning (general) Supervised learning Weakly supervised learning/learning over singular problems Unsupervised learning Reinforced learning Multi-task learning Classification and regression trees Deep learning Probabilistic graphical models Instance-based learning Learning from streams Times series Learning over graphs Latent representation Bio-inspired approaches Green machine learning Learning to rank Computer vision (general) Image and video segmentation Character recognition Speech processing (general) Multi-agent systems Agriculture Banking and Finance Business Energy management Entertainment Virtual assistants Industry and manufacturing Life and medical sciences Networks Personal devices, computing and HCI Physical sciences and engineering Security Telecommunications Transportation Sensing data Interpretability & Explainability Privacy & Anonymity Ethics & Fairness Biases Human computer interface High Performance Computing (HPC) Intelligent Industry Cleaner Energies Personalized Health Sustainable Cities Healthy Aging Electric Mobility 1836 Generation Aplication RIS3 Enablement Reasoning Planning Machine learning Perception: Computer vision Perception: Audio processing Integration & Interaction Strategic Priorities Opportunity Territories Transversal Driving Initiatives