Search Results for author: Alberto Barbado

Found 6 papers, 2 papers with code

Lexico-semantic and affective modelling of Spanish poetry: A semi-supervised learning approach

no code implementations9 Sep 2021 Alberto Barbado, María Dolores González, Débora Carrera

In this paper, we propose a semi-supervised learning approach for inferring 21 psychological categories evoked by a corpus of 4572 sonnets, along with 10 affective and lexico-semantic multiclass ones.

Sentence Embeddings text-classification +1

Vehicle Fuel Optimization Under Real-World Driving Conditions: An Explainable Artificial Intelligence Approach

no code implementations13 Jul 2021 Alberto Barbado, Óscar Corcho

Fuel optimization of diesel and petrol vehicles within industrial fleets is critical for mitigating costs and reducing emissions.

Explainable artificial intelligence

Interpretable Machine Learning Models for Predicting and Explaining Vehicle Fuel Consumption Anomalies

no code implementations28 Oct 2020 Alberto Barbado, Óscar Corcho

Identifying anomalies in the fuel consumption of the vehicles of a fleet is a crucial aspect for optimizing consumption and reduce costs.

BIG-bench Machine Learning Interpretable Machine Learning +1

DISCO PAL: Diachronic Spanish Sonnet Corpus with Psychological and Affective Labels

no code implementations9 Jul 2020 Alberto Barbado, Víctor Fresno, Ángeles Manjarrés Riesco, Salvador Ros

An example of an application of text mining in poetry is the usage of features derived from their individual words in order to capture the lexical, sublexical and interlexical meaning, and infer the General Affective Meaning (GAM) of the text.

Recommendation Systems

Rule Extraction in Unsupervised Anomaly Detection for Model Explainability: Application to OneClass SVM

1 code implementation21 Nov 2019 Alberto Barbado, Óscar Corcho, Richard Benjamins

In this paper, we evaluate several rule extraction techniques over OneClass SVM models, as well as present alternative designs for some of those algorithms.

Explainable artificial intelligence Unsupervised Anomaly Detection

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