Publications

2020 2019 2018

2020

 

Journal Papers

  • M. Gil-Martín, R. San-Segundo, F. Fernández-Martínez, J. Ferreiros-López, "Improving physical activity recognition using a new deep learning architecture and post-processing techniques, Engineering Applications of Artificial Intelligence, Volume 92, 2020, 103679, ISSN 0952-1976, DOI

2019

 

Journal Papers

  • M. Gil-Martín, J. M. Montero, R. San-Segundo "Parkinson’s Disease Detection from Drawing Movements Using Convolutional Neural Networks". Electronics 2019, 8, 907; DOI.
  • A. García-Faura, F. Fernández-Martínez, R. Kleinlein, R. San-Segundo, F. Díaz-De-María "A multi-threshold approach and a realistic error measure for vanishing point detection in natural landscapes". Engineering Applications of Artificial Intelligence, Vol.85 (pp 713-726) 2019 .
  • R. Kleinlein, A. García-Faura, C. Luna-Jiménez, J. M. Montero, F. Díaz-de-María, F. Fernández-Martínez "Predicting Image Aesthetics for Intelligent Tourism Information Systems". Electronics 2019, 8(6), 671; EISSN 2079-9292 DOI .
  • M. Gil-Martín, R. San-Segundo, S. Lutfi, A. Coucheiro-Limeres "Estimating gravity component from accelerometers". IEEE Instrumentation and Measurement Magazine 22(1):48-53. February 2019. ISSN: 1094-6969 DOI.
  • R. San-Segundo, M. Gil-Martín, L. F. D’Haro, J. M. Pardo "Classification of epileptic EEG recordings using signal transforms and convolutional neural networks". April 2019, Computers in Biology and Medicine 109. DOI .

Conferences

  • F. Fernández-Martínez, Z. Callejas, R. Kleinlein, C. Luna Jiménez, J. M. Montero, J. M. Pardo "Project CAVIAR. CApturing VIewers’ Affective Response (Inferencia de la respuesta afectiva de los espectadores de un vídeo)" xxxv Congreso de la Sociedad Española Para el Procesamiento del Lenguaje Natural, SEPLN2019, 24-27 septiembre 2019
  • R. Kleinlein, C. Luna-Jiménez, J. M. Montero, Z. Callejas, F. Fernández-Martínez "Predicting Group-Level Skin Attention to Short Movies from Audio-Based LSTM-Mixture of Experts Models" 20th Annual Conference of the International Speech Communication Association, INTERSPEECH 2019. Graz, Austria. September 2019.
  • A. Coucheiro-Limeres, F. Fernández-Martínez, R. San-Segundo, J. Ferreiros"Attention-based word vector prediction with LSTMs and its application to the OOV problem in ASR" 20th Annual Conference of the International Speech Communication Association, INTERSPEECH 2019. Graz, Austria. September 2019.

2018

 

Journal Papers

  • A. Coucheiro-Limeres, J. Ferreiros, R. San-Segundo, R. Córdoba "Resource2Vec: Linked Data distributed representations for term discovery in automatic speech recognition" Elsevier Expert Systems With Applications, Vol. 112, pp 301-320, June 2018 (ISSN: 0957-4174).
  • R. San-Segundo, H. Blunck, J. Moreno-Pimentel, A. Stisen, M. Gil-Martín "Robust Human Activity Recognition using smartwatches and smartphones" Engineering Applications of Artificial Intelligence, Volume 72, June 2018, Pages 190-202. ISSN: 0952-1976. DOI
  • C. Salamea, L. F. D’Haro, R. de Córdoba "Language Recognition Using Neural Phone Embeddings and RNNLMs" IEEE Latin America Transactions, Vol. 16, No. 7, July 2018, pp. 2033-2039. 07/2018. ISSN 1548-0992.

Conferences

  • C. Salamea, R. de Córdoba, L. F. D’Haro, R. San-Segundo, J. Ferreiros "On the use of Phone-based Embeddings for Language Recognition" IberSPEECH 2018, 21-23 noviembre 2018, pag. 55-59. DOI.