Journal Papers

Topic-Oriented Text Features Can Match Visual Deep Models of Video Memorability

Ricardo Kleinlein, Cristina Luna-Jiménez, David Arias-Cuadrado, Javier Ferreiros and Fernando Fernández-Martínez

Appl. Sci. 2021, 11(16), 7406; https://doi.org/10.3390/app11167406

Guided Spatial Transformers for Facial Expression Recognition

Cristina Luna-Jiménez, Jorge Cristóbal-Martín, Ricardo Kleinlein, Manuel Gil-Martín, José M Moya, Fernando Fernández-Martínez

Appl. Sci. 2021, 11(16), 7217; https://doi.org/10.3390/app11167217

Predicting image aesthetics for intelligent tourism information systems

Ricardo Kleinlein, Álvaro García-Faura, Cristina Luna Jiménez, Juan Manuel Montero, Fernando Díaz-de-María and Fernando Fernández-Martínez

Electronics 2019, 8(6), 671; https://doi.org/10.3390/electronics8060671

A multi-threshold approach and a realistic error measure for vanishing point detection in natural landscapes

Álvaro García-Faura, Fernando Fernández-Martínez, Ricardo Kleinlein, Rubén San-Segundo and Fernando Díaz-de-María

Engineering Applications of Artificial Intelligence, Volume 85, 2019, Pages 713-726, ISSN 0952-1976, https://doi.org/10.1016/j.engappai.2019.08.001.

Persistence of data-driven knowledge to predict breast cancer survival

Ricardo Kleinlein and David Riaño

International Journal of Medical Informatics, Volume 129, 2019, Pages 303-311, ISSN 1386-5056, https://doi.org/10.1016/j.ijmedinf.2019.06.018.

Conference Papers

GTH-UPM at DETOXIS-IberLEF 2021: Automatic Detection of Toxic Comments in Social Networks

Sergio Esteban Romero, Ricardo Kleinlein, Cristina Luna-Jiménez, Juan Manuel Montero and Fernando Fernández-Martínez

DETOXIS-IberLEF 2021 at the 3rd Workshop on Iberian Languages Evaluation Forum at the SEPLN 2021 Conference (virtual).

GTH-UPM System for Albayzin Multimodal Diarization Challenge 2020

Cristina Luna-Jiménez, Ricardo Kleinlein, Fernando Fernández-Martınez, José Manuel, José Manuel Moya-Fernández Pardo-Munoz

Proc. IberSPEECH 2021 Pages 71-75 at IberSpeech, Valladolid, Spain

Spotting celebrities among peers in a TV show: how to exploit web querying for weakly supervised visual diarization

Cristina Luna Jiménez, Ricardo Kleinlein, Fernando Fernández-Martínez, José M Moya, Zoraida Callejas, Jose Manuel Pardo Muñoz

2020 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT)

Predicting Media Memorability from a Multimodal Late Fusion of Self-Attention and LSTM Models

Ricardo Kleinlein, Cristina Luna-Jiménez, Zoraida Callejas, Fernando Fernández-Martínez

MediaEval’20, December 14-15 2020, Online

Predicting Group-Level Skin Attention to Short Movies from Audio-Based LSTM-Mixture of Experts Models

Ricardo Kleinlein, Cristina Luna Jiménez, Juan Manuel Montero, Zoraida Callejas, Fernando Fernández-Martínez

Proc. Interspeech 2019, 61-65, doi: 10.21437/Interspeech.2019-2799

Talks & Lectures

Neural Fakes - How Much Of It Is True?

Ricardo Kleinlein

The Nova Summit Experience 2019 at Palma de Mallorca, Spain

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