publication venue for Context learning from a ship trajectory cluster for anomaly detection. 563. 2024 A conditional one-output likelihood formulation for multitask Gaussian processes. 509:257-270. 2022 ELEKTRA: ELEKTRokardiomatrix application to biometric identification with convolutional neural networks. 506:37-49. 2022 An approach to forecasting and filtering noise in dynamic systems using LSTM architectures. 500:637-648. 2022 Bayesian sparse factor analysis with kernelized observations. 490:66-78. 2022 On combining acoustic and modulation spectrograms in an attention LSTM-based system for speech intelligibility level classification. 456:49-60. 2021 Improving time series forecasting using information fusion in local agricultural markets. 452:1-19. 2021 An empirical assessment of deep learning approaches to task-oriented dialog management. 439:327-339. 2021 Recycling weak labels for multiclass classification. 400:206-215. 2020 A data-driven approach to spoken dialog segmentation. 391:292-304. 2020 Designing non-linear minimax and related discriminants by disjoint tangent configurations applied to RBF networks. 383. 2020 Exploiting label information to improve auto-encoding based classifiers. 370. 2019 Developing enhanced conversational agents for social virtual worlds. 354:27-40. 2019 Evolution of trading strategies with flexible structures: A configuration comparison. 331:242-262. 2019 Combining speech-based and linguistic classifiers to recognize emotion in user spoken utterances. 326:132-140. 2019 Linear discriminants described by disjoint tangent configurations.. 316. 2018 Evolutionary convolutional neural networks: An application to handwriting recognition. 283:38-52. 2018 Building multi-domain conversational systems from single domain resources. 271:59-69. 2018 An online classification algorithm for large scale data streams: IGNGSVM. 262:67-76. 2017 Efficient parallel implementation of kernel methods. 191:175-186. 2016 A proposal for the development of adaptive spoken interfaces to access the Web. 163:56-68. 2015 Privacy-by-design rules in face recognition system. 109:49-55. 2013 Time series forecasting using a weighted cross-validation evolutionary artificial neural network ensemble. 109:27-32. 2013 Suicide attempters classification: Toward predictive models of suicidal behavior. 92:3-8. 2012 Novel fast random search clustering algorithm for mixing matrix identification in MIMO linear blind inverse problems with sparse inputs. 87:62-78. 2012 A probabilistic, discriminative and distributed system for the recognition of human actions from multiple views. 75:78-87. 2012 Class and subclass probability re-estimation to adapt a classifier in the presence of concept drift. 74:2614-2623. 2011 Committees of Adaboost Ensembles with Modified Emphasis Functions. 73:1289-1292. 2010 Fast Error Estimation for Efficient Support Vector Machine Growing. 73:1018-1023. 2010 Information-Theoretic Feature Selection for Functional Data Classification. 72:3580-3589. 2009 Improving Performance of Neural Classifiers Via Selective Reduction of Target Levels. 72:3020-3027. 2009 Learning Radial Basis Neural Networks in a Lazy Way: A Comparative Study. 71:2529-2537. 2008