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Isaac Triguero

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Distinguish Senior Researcher

Universidad de Granada

Spain

Research Interests

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Professors in Spain Professors in Energy Engineering Energy Engineering professors in Spain

Recent Grants

Grant: Close

Data representation and models beyond human imitation

Open Date: 2021-10-01

Close Date: 2025-07-02

Grant: Close

TReal World Solar Power Prediction and Use Optimisation

Open Date: 2019-10-01

Close Date: 2025-09-19

Grant: Close

Exploring responsible applications of deep learning for consumer credit risk assessment

Open Date: 2019-10-01

Close Date: 2024-07-28

Articles (17)

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2026

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2025

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2023

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2023

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2023

Collaborators (8)

nicholas watson

Professor of Artificial Intelligence in Food

University of Leeds

UNITED KINGDOM

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Christian Wagner

Professor of Computer Science

University of Nottingham

UNITED KINGDOM

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Dario Landa-Silva

Professor of Computational Optimisation

University of Nottingham

UNITED KINGDOM

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Liz Dowthwaite

Senior Research Fellow

University of Nottingham

UNITED KINGDOM

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Bing Xue

Professor, Deputy Head of School

Victoria University of Wellington

NEW ZEALAND

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Daniel Molina Cabrera

Senior Lecturer, Assistant Professor

Universidad de Granada

SPAIN

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Francisco Herrera

Profesor

Universidad de Granada

SPAIN

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Salvador García

Catedrático de Univrsidad

Universidad de Granada

SPAIN

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ApplyKite TwinLearns as you apply

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Isaac Triguero

Research Interests

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Recent Grants

Articles (17)

Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation

AutoEnergy: An automated feature engineering algorithm for energy consumption forecasting with AutoML

Evolutionary Computation for the Design and Enrichment of General-Purpose Artificial Intelligence Systems: Survey and Prospects

A Preliminary Study on Preprocessing the Semantic Space in Zero-Shot Learning

Human Perceptions of Novel Visual and Non-Visual Explanations in High-Stakes Decision-Making Domains

Generalising Stock Detection in Retail Cabinets with Minimal Data Using a DenseNet and Vision Transformer Ensemble

Semi-supervised Predictive Clustering Trees for Multi-label Protein Subcellular Localization

Local-global methods for generalised solar irradiance forecasting

SEGAL time series classification — Stable explanations using a generative model and an adaptive weighting method for LIME

General Purpose Artificial Intelligence Systems (GPAIS): Properties, definition, taxonomy, societal implications and responsible governance

Machine Learning Pipeline for Energy and Environmental Prediction in Cold Storage Facilities

Explaining time series classifiers through meaningful perturbation and optimisation

Identifying bird species by their calls in Soundscapes

An Initial Step Towards Stable Explanations for Multivariate Time Series Classifiers with LIME

Citizen Science and Machine Learning: Towards a Robust Large-Scale Automatic Classification in Astronomy

CzSL: Learning from citizen science, experts, and unlabelled data in astronomical image classification

Hyper-Stacked: Scalable and Distributed Approach to AutoML for Big Data

Collaborators (8)

nicholas watson

Christian Wagner

Dario Landa-Silva

Liz Dowthwaite

Bing Xue

Daniel Molina Cabrera

Francisco Herrera

Salvador García

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