Publicaciones en Congreso

Year 2020

Conference Name	Title	Authors
CASEIB-2020	Análisis de la importancia de las características de la esteatohepatitis no alcohólica aplicando modelos Random Forest.	R. H. Cuadrado, R. G. Carretero, and O. B. Pérez.	ITACA Institute, Universitat Politécnica de Valencia, Valencia, Spain.	Atrial Fibrillation Driver Localization From Body Surface Potentials Using Deep Learning,	M. C. Vázquez, A. O. Astillero, I. H. Romero et al.
Proc. 9th European Starting AI Researchers Symposium 2020, co-located with 24th European Conference on Artificial Intelligence (ECAI 2020), Santiago Compostela, Spain.	Applying LSTM Networks to Predict Multi-drug Resistance Using Binary Multivariate Clinical Sequences. Comunicación oral.	S. Martinez-Aguero, I. Mora-Jimenez, J. Alvarez-Rodriguez, A. G. Marques, and C. Soguero-Ruiz.
European Signal Process. Conf., Amsterdam, The Netherlands.	Overparametrized Deep Encoder-Decoder Architectures for Inputs and Outputs Defined over Graphs. Comunicación oral.	V. Temprano, S. Rey, S. Rozada, L. Martino, and A. G. Marques.
IEEE Intl. Conf. on Acoustics, Speech and Signal Process., Barcelona, Spain.	Generative Adversarial Networks for Graph Data Imputation from Signed Observations. Comunicación oral.	A. Madapu, S. Segarra, S. P. Chepuri, and A. Marques.

Year 2019

Conference Name	Title	Authors
IEEE Intl. Wrksp. on Computational Advances in Multi-Sensor Adaptive Processing, Guadeloupe, West Indies – France.	Graph Neural Networks for Predicting Protein Functions. Comunicación oral.	V. N. Ioannidis, A. G. Marques, and G. B. Giannakis
IEEE Intl. Wrksp. on Computational Advances in Multi-Sensor Adaptive Processing, Guadeloupe, West Indies – France.	Generative Graph Neural Networks. Comunicación oral.	S. Rey, A. G. Marques, and S. Segarra.
53rd Asilomar Conf. on Signals, Systems, and Computers, Pacific Grove, CA.	Convolutional Graph Neural Networks. Comunicación oral.	F. Gama, A. G. Marques, G. Leus, and A. Ribeiro
53rd Asilomar Conf. on Signals, Systems, and Computers, Pacific Grove, CA.	Deep Decoder-Encoder Architectures for Graph Output Signals. Comunicación oral.	S. Rey, V. Temprano, S. Rozada, L. Martino, and A. G. Marques.
53rd Asilomar Conf. on Signals, Systems, and Computers, Pacific Grove, CA.	Network reconstruction from graph-stationary signals with hidden variables. Comunicación oral.	A. Buciulea, S. Rey, C. Cabrera, and A. G. Marques.
IEEE Intl. Conf. on Acoustics, Speech and Signal Process., Brighton, UK.	A Recurrent Graph Neural Network for Multi-Relational Data. Comunicación oral.	V. N. Ioannidis, A. G. Marques, and G. B. Giannakis.
IEEE Intl. Conf. on Acoustics, Speech and Signal Process., Brighton, UK.	Aggregation Graph Neural Networks. Comunicación oral.	F. Gama, A. G. Marques, A. Ribeiro, and G. Leus.
IEEE Intl. Conf. on Acoustics, Speech and Signal Process., Brighton, UK.	Median activation functions for graph neural networks. Comunicación oral.	L. Ruiz, F. Gama, A. G. Marques, and A. Ribeiro.
IEEE Intl. Conf. on Acoustics, Speech and Signal Process., Brighton, UK.	Estimation of Network Processes via Blind Graph Multi-Filter Identification. Comunicación oral.	Y. Zhu, F. J. Iglesias, A. G. Marques, and S. Segarra.

Year 2018

Conference Name	Title	Authors
European Signal Process. Conf., Rome, Italy	Graph Similarity Based on Graph Fourier Distances. Comunicación oral	E. Lagunas, A. G. Marques, S. Chatzinotas, and B. Ottersten
IEEE Signal Process. Advances Wireless Comms. Wrksp., Kalamata, Greece	MIMO Filters for Convolutional Neural Networks on Graph Signals. Comunicación oral	F. Gama, A. G. Marques, A. Ribeiro, and G. Leus
IEEE Statistical Signal Process. Wrksp., Freiburg, Germany	Network Topology Inference from Input-Output Diffusion Pairs. Comunicación oral	S. Segarra, A. G. Marques, S. Rey-Escudero, and M. Goyal
IEEE Data Science Wrksp., Lausanne, Switzerland	Topology Inference of Directed Networks via Graph Filter Identification. Comunicación oral	R. Shafipour, S. Segarra, A. G. Marques, and G. Mateos
IEEE Data Science Wrksp, Lausanne, Switzerland	Convolutional Neural Networks via Node-varying Graph Filters. Comunicación oral	F. Gama, G. Leus, A. G. Marques, and A. Ribeiro
IEEE International Conference on Acoustics, Speech and Signal Processing, Calgary, Canada	Identifying Undirected Network Structure via Semidefinite Relaxation	R. Shafipour, S. Segarra, A. G. Marques, G. Mateos
IEEE International Conference on Acoustics, Speech and Signal Processing, Calgary, Canada	Demixing and Blind Deconvolution of Graph-diffused Sparse Signals	F. J. Iglesias, S. Segarra, S. Rey-Escudero, A. G. Marques, D. Ramírez
23rd National Meeting Spanish Society of Hypertension-Spanish League against Arterial Hypertension, Zaragoza, Spain	Riesgo cardiovascular en pacientes prediabéticos con hipertensión arterial	R. García Carretero, C. Soguero Ruiz, I. Mora Jiménez, C. Rodríguez De Castro, L. Vigil Medina
23rd National Meeting Spanish Society of Hypertension-Spanish League against Arterial Hypertension, Zaragoza, Spain	La cistatina C como predictor de mortalidad y eventos cardiovasculares en la HTA	R. García Carretero, O. Barquero Pérez, R. Goya Esteban, C. Rodríguez De Castro, L. Vigil Medina
23rd National Meeting Spanish Society of Hypertension-Spanish League against Arterial Hypertension, Zaragoza, Spain	Esteato-hepatitis no alcohólica en pacientes con Hipertensión Arterial Esencial	L. Vigil Medina, C. Rodríguez De Castro, R. García Carretero, A. Colas Herrera, B. Vargas Rojo, M. López Jiménez
28th European Meeting on Hypertension and Cardiovascular Protection, Barcelona, Spain	Nonalcoholic Steatohepatitis in a Hypertensive Population	L. Vigil Medina, C. Rodríguez De Castro, R. García Carretero, A. Colas Herrera, B. Vargas Rojo, M. López Jiménez
28th European Meeting on Hypertension and Cardiovascular Protection, Barcelona, Spain	Cardiovascular Prognostic Factors in Prediabetic Patients within a Hypertensive Population	R. García Carretero, C. Soguero Ruiz, I. Mora Jiménez, C. Rodríguez De Castro, L. Vigil Medina
28th European Meeting on Hypertension and Cardiovascular Protection, Barcelona, Spain	Cystatin C as a Predictor Of Mortality and Cardiovascular Risk in a Hypertensive Population	R. García Carretero, O. Barquero Pérez, R. Goya Esteban, C. Rodríguez De Castro, L. Vigil Medina
International Conference on Bioinformatics and Biomedical Engineering, Granada, Spain	On the use of decision trees based on diagnosis and drug codes for analyzing chronic patients	C. Soguero-Ruiz, A. Alberca Díaz-Plaza, P.M Bohoyo, J. Ramos-López, M.Rubio-Sánchez, A. Sánchez, I. Mora-Jiménez
Workshop Northern Lights Deep Learning, Tromsø, Norway	Deep Autoencoders for Visualizing Chronic Patient Data	C. Chushig-Muzo, C. Soguero-Ruiz, I. Caballero, I. Mora-Jimenéz
IEEE EMBS International Conference on Biomedical & Health Informatics, Japan	Towards Deep Anchor Learning	M. A. Hansen, K. Ø. Mikalsen, M. Kampffmeyer, C. Soguero-Ruiz, R. Jenssen
IEEE Biomedical and Health Informatics Conference, Las Vegas, USA	Classification of postoperative surgical site infections from blood measurements with missing data using recurrent neural networks	A. Storvik Strauman, F.M. Bianchi, Mikalsen, M. Kampffmeyer, C. Soguero-Ruiz, R. Jenssen

Year 2017

Conference Name	Title	Authors
IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Curaçao, Dutch Antilles	Weighted Median Graph Filters: Definitions and Design	S. Segarra, A. G. Marques, G. Arce, A. Ribeiro
51st Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA	Joint Inference of Networks from Stationary Graph Signals	S. Segarra, Y. Wang, C. Uhler, A. G. Marques
Computing in Cardiology, Rennes, France	Tipo de comunicación: Modeling Cardiovascular Condition Evolution in Hypertensive Population Using Graph Signal Processing	A. G. Marques, C. Soguero-Ruiz, J. Ramos, I. Mora-Jiménez, R. Goya-Esteban, R. García-Carretero, O. Barquero-Pérez
Computing in Cardiology, Rennes, France	L1 Penalized Cox Regression to Characterize Cardiovascular Events in Hypertensive Patients	R. García-Carretero, O. Barquero-Pérez, I. Mora-Jiménez, C. Soguero-Ruiz, R. Goya-Esteban, A. G. Marques, J. Ramos
20 National Congress of Hospitals and Health Management, Sevilla, Spain	Distribución de la cronicidad por centro de salud en un área sanitaria	P. de Miguel Bohoyo, C. Murillo Aceituno, I. Caballero López-Fando, F. Rivas-Flores
IEEE International Conference on Acoustics, Speech and Signal Processing, New Orleans, USA	Network Topology Inference from Non-Stationary Graph Signals	R. Shafipour, S. Segarra, A.G. Marques, G. Mateos
IEEE International Conference on Acoustics, Speech and Signal Processing, New Orleans, USA	Stationary Graph Processes: Parametric Power Spectral Estimation	S. Segarra, A. G. Marques, G. Leus
IEEE International Conference on Acoustics, Speech and Signal Processing, New Orleans, USA	Graph-signal Reconstruction and Blind Deconvolution for Diffused Sparse Inputs	D. Ramirez, A. G. Marques, S. Segarra
IEEE International Conference on Acoustics, Speech and Signal Processing, New Orleans, USA	Robust Network Topology Inference	S. Segarra, A. G. Marques, G. Mateos, A. Ribeiro
XV National Congress National Congress of Medical Documentation, Valencia, Spain	Valor predictivo de la cronicidad de pacientes utilizando CRG (Clinical Risk Group)	FJ Rivas-Flores, P. de Miguel-Bohoyo, C. Soguero-Ruiz, I. Mora-Jiménez, A. Gómez-Delgado, J. Fernández-Sánchez
IEEE Intl Workshop on Machine Learning for Signal Processing, Roppongi, Tokyo, Japan	The Time Series Cluster Kernel	K.Mikalsen, F.M. Bianchi, C. Soguero-Ruiz, R. Jenssen
Conference on Physiological Computing Systems, Madrid, Spain	Clinical Risk Groups Analysis for Chronic Hypertensive Patients in terms of ICD9-CM Diagnosis Codes	J. Fernández-Sánchez, C. Soguero-Ruiz, P.M Bohoyo, F.J. Rivas-Flores, A. Gómez-Delgado, F.J. Gutiérrez-Expósito, I. Mora-Jiménez
European Signal Processing Conference, Kos, Greece	Collaborative Filtering via Graph Signal Processing	W. Huang, A. G. Marques, and A. Ribeiro