P. Comas, A. Morell, R. Vilanova, J. L. Vicario, "Predicting transfer learning suitability in ANN-based control of FOPDT industrial processes", Elsevier Journal of Process Control, vol. 152, pp. 103476, 2025.

E. D. Machado, J. L. Vicario, E. Miranda, A. Morell, "Memristor Crossbar Array Simulation for Deep Learning Applications", IEEE Transactions on Nanotechnology, vol. 23, pp. 512-515, June 2024.

I. Pisa, A. Morell, J. L. Vicario, R. Vilanova, "Transfer Learning in wastewater treatment plants control: Measuring the transfer suitability", Elsevier Journal of Process Control, vol. 124, pp. 36-53, 2023.

O. Galles, N. MONILL-RAYA, A. Morell, J. Serrano, D. Rexach, J. L. Vicario, J. Comas, E. Martinez, J. Ibeas, "POS-381 DEEP LEARNING-BASED PREDICTION FOR MORTALITY IN PATIENTS WITH CHRONIC KIDNEY DISEASE: A NEW MODEL DEVELOPED WITH DATA FROM 10.000 PATIENTS OVER THE LAST 11 YEARS", Kidney International Reportsn, vol. 7, no. 2, Feb. 2022.

J. Ibeas, O. Galles, N. Monill, E. Macias, A. Morell, J. Serrano, D. Rexachs, J. L. Vicario, J. Cokas, E. Martinez, "MO463: Machine Learning-Based Prediction of Mortality and Risk Factors in Patients With Chronic Kidney Disease Developed With Data From 10000 Patients Over 11 Years", Nephrology Dialysis Transplantation, vol. 37, no. Issue Supplement_3, May 2022.

A. Morell, E. D. Machado, E. Miranda, G. Boquet, J. L. Vicario, "Ternary Neural Networks Based on on/off Memristors: Set-Up and Training", Electronics, vol. 11, no. 10, 2022.

E. Macias, J. Lopez. Vicario, J. Serrano, J. Ibeas, A. Morell, "Transfer Learning Improving Predictive Mortality Models for Patients in End-Stage Renal Disease", Electronics, vol. 11, no. 9, 2022.

E. Macias, J. Serrano, J. Lopez. Vicario, A. Morell, "Multiple imputation using the average code from autoencoders", Computer Methods and Programs in Biomedicine Update, vol. 2, pp. 100053, 2022.

I. Pisa, A. Morell, R. Vilanova, J. L. Vicario, "Industrial control under non-ideal measurements: Data-based signal processing as an alternative to controller retuning", Sensors, vol. 21, no. 4, pp. 1-31, 2021.

J. Ibeas, N. Monill, E. Macias, C. Rubiella, J. Vallespin, J. Merino, E. Criado, J. Guitart, J. L. Vicario, A. Morell, J. Serrano, "MO766 EARLY ARTERIOVENOUS FISTULA FAILURE PREDICTION WITH ARTIFICIAL INTELLIGENCE: A NEW APPROACH WITH CHALLENGING RESULTS", Nephrology Dialysis Transplantation, vol. 36, no. Issue Supplement_1, May 2021.

Fernando. L. Aguirre, Sebastián. M. Pazos, Félix. Palumbo, Antoni. Morell, Jordi. Suñé, Enrique. Miranda, "Assessment and Improvement of the Pattern Recognition Performance of Memdiode-Based Cross-Point Arrays with Randomly Distributed Stuck-at-Faults", Electronics, vol. 10, no. 19, 2021.

I. Pisa, A. Morell, R. Vilanova, J. L. Vicario, "Transfer Learning in Wastewater Treatment Plant Control Design: From Conventional to Long Short-Term Memory-Based Controllers", Sensors, vol. 21, no. 6315, pp. 1-26, 2021.

I. Pisa, A. Morell, J. L. Vicario, R. Vilanova, "Denoising Autoencoders and LSTM-Based Artificial Neural Networks Data Processing for Its Application to Internal Model Control in Industrial Environments—The Wastewater Treatment Plant Control Case.", Sensors, vol. 20, no. 13, pp. 3743, Jul. 2020.

J. Ibeas, E. Lleal, E. Macias, C. Rubiella, A. Morell, J. Serrano, J. L. Vicario, "A PREDICTIVE MODEL OF MORTALITY IN ACUTE RENAL FAILURE IN THE CRITICAL PATIENT: USEFULNESS OF ARTIFICIAL INTELLIGENCE", Nephrology Dialysis Transplantation, vol. 35, no. Issue Supplement_3, Jun. 2020.

M. Podpora, A. Gardecki, R. Beniak, B. Klin, J. L. Vicario, A. Kawala-Sterniuk, "Human Interaction Smart Subsystem—Extending Speech-Based Human-Robot Interaction Systems with an Implementation of External Smart Sensors", Sensors, vol. 20, no. 8, pp. 1-16, 2020.

E. Macias, A. Morell, J. Serrano, J. L. Vicario, J. Ibeas, "Mortality prediction enhancement in end-stage renal disease: A machine learning approach", Informatics in Medicine Unlocked, vol. 19, pp. 100351, 2020.

G. Boquet, A. Morell, J. Serrano, J. L. Vicario, "A variational autoencoder solution for road traffic forecasting systems: Missing data imputation, dimension reduction, model selection and anomaly detection", Transportation Research Part C: Emerging Technologies, vol. 115, pp. 102622, 2020.

M. A. Prada, M. Dominguez, J. L. Vicario, P. Alves, M. Barbu, M. Popdora, U. Spagnolini, M. Varanda, R. Vilanova, "Educational Data Mining for Tutoring Support in Higher Education: A Web-Based Tool Case Study in Engineering Degrees", IEEE Access, vol. 8, pp. 212818 - 212836, 2020.

B. Ahmadnia, G. Haffari, J. Serrano, "Round-trip training approach for bilingually low-resource statistical machine translation systems", International Journal of Artificial Intelligence, vol. 17, no. 1, pp. 167-185, 2019.

I. Pisa, I. Santin, A. Morell, J. L. Vicario, R. Vilanova, "LSTM based Wastewater Treatment Plants operation strategies for effluent quality improvement", IEEE Access, vol. 7, no. 1, pp. 159773-159786, Dec. 2019.

E. Miranda, A. Morell, J. Muñoz-Gorriz, J. Suñé, "Simple method for monitoring the switching activity in memristive cross-point arrays with line resistance effects", Microelectronics Reliability, pp. 1-5, 2019.

J. Ibeas, E. Macias, C. Rubiella, A. Morell, J. Serrano, A. Rodriguez-Jornet, J. L. Vicario, D. Rexachs, "RENAL FAILURE AND MORTALITY: FROM EVIDENCE TO ARTIFICIAL INTELLIGENCE, CHANGE OF PARADIGM?", Nephrology Dialysis Transplantation, vol. 34, no. Issue Supplement_1, Jun. 2019.

A. Albaidhani, A. Morell, J. L. Vicario, "Anchor selection for UWB indoor positioning", Trans Emerging Tel Tech. 2019, pp. 1-17, 2019.

I. Pisa, I. Santin, J. L. Vicario, A. Morell, R. Vilanova, "ANN-Based Soft Sensor to Predict Effluent Violations in Wastewater Treatment Plants", Sensors (Switzerland), vol. 19, no. 1280, pp. 1-26, March 2019.

G. Gonzalez-Cordero, M. Bargalló, A. Morell, F. Jimenez-Molinos, F. Campabadal, J. B. Roldan, "Neural network based analysis of Random Telegraph Noise in Resistive Random Access Memories", IOP Semiconductor Science and Technology, 2019.

G. Boquet, I. Pisa, J. L. Vicario, A. Morell, J. Serrano, "Adaptive beaconing for RSU-based intersection assistance systems: Protocols analysis and enhancement", Vehicular Communications, 2018.

B. Ahmadnia, J. Serrano, G. Haffari, N. -M. Balouchzahi, "Direct-bridge combination scenario for Persian-Spanish low-resource statistical machine translation", Communications in Computer and Information Science, vol. 930, pp. 67-78, 2018.

A. Correa, G. Boquet, A. Morell, J. L. Vicario, "Autonomous car parking system through a cooperative vehicular positioning network", Sensors (Switzerland), vol. 17, no. 4, 2017.

A. Correa, M. Barcelo, A. Morell, J. L. Vicario, "A Review of Pedestrian Indoor Positioning Systems for Mass Market Applications", Sensors, vol. 17, no. 8, pp. 1-26, Aug. 2017.

A. Correa, M. B. Llado, A. Morell, J. L. Vicario, "Indoor pedestrian tracking by on-body multiple receivers", IEEE Sensors Journal, vol. 16, no. 8, pp. 2545-2553, 2016.

M. Barcelo, A. Correa, J. L. Vicario, A. Morell, X. Vilajosana, "Addressing Mobility in RPL with Position Assisted Metrics", IEEE Sensors Journal, vol. 16, no. 7, pp. 2151-2161, 2016.

M. Barcelo, A. Correa, J. L. Vicario, A. Morell, "Cooperative interaction among multiple RPL instances in wireless sensor networks", Computer Communications, vol. 81, pp. 61-71, 2016.

A. Morell, A. Correa, M. Barceló, J. L. Vicario, "Data Aggregation and Principal Component Analysis in WSNs", IEEE Transactions on Wireless Communications, vol. 15, no. 6, pp. 3908-3919, 2016.

A. Correa, E. Munoz. Diaz, D. B. Ahmed, A. Morell, J. Lopez. Vicario, "Advanced pedestrian positioning system to smartphones and smartwatches", Sensors (Switzerland), vol. 16, no. 11, 2016.

M. Barcelo, A. Correa, J. Llorca, A. M. Tulino, J. L. Vicario, A. Morell, "IoT-Cloud Service Optimization in Next Generation Smart Environments", IEEE Journal on Selected Areas in Communications, vol. 34, no. 12, pp. 4077-4090, 2016.

H. Delgado, X. Anguera, C. Fredouille, J. Serrano, "Fast single- and cross-show speaker diarization using binary key speaker modeling", IEEE Transactions on Audio, Speech and Language Processing, vol. 23, no. 12, pp. 2286-2297, 2015.

D. Castán, D. Tavarez, P. Lopez-Otero, J. Franco-Pedroso, H. Delgado, E. Navas, L. Docio-Fernández, D. Ramos, J. Serrano, A. Ortega, E. Lleida, "Albayzín-2014 evaluation: audio segmentation and classification in broadcast news domains", Eurasip Journal on Audio, Speech, and Music Processing, vol. 2015, no. 1, pp. 1-9, 2015.

M. Barceló, A. Correa, J. L. Vicario, A. Morell, "Joint routing, channel allocation and power control for real-life wireless sensor networks", Transactions on Emerging Telecommunications Technologies, vol. 26, no. 5, pp. 945-956, 2015.

A. Correa, M. Barcelo, A. Morell, J. Lopez. Vicario, "Enhanced Inertial-Aided Indoor Tracking System for Wireless Sensor Networks: A Review", Sensors Journal, IEEE, vol. 14, no. 9, pp. 2921-2929, Sept 2014.

J. E. Barcelo-Llado, A. Morell, G. Seco-Granados, "Amplify-and-Forward Compressed Sensing as a Physical-Layer Secrecy Solution in Wireless Sensor Networks", Information Forensics and Security, IEEE Transactions on, vol. 9, no. 5, pp. 839-850, May 2014.

H. Delgado, J. Serrano, X. Anguera, C. Fredouille, "Global speaker clustering towards optimal stopping criterion in binary key speaker diarization", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 8854, pp. 59-68, 2014.

J. E. Barcelo-Llado, A. Morell, G. Seco-Granados, "Amplify-and-Forward Compressed Sensing as an Energy-Efficient Solution in Wireless Sensor Networks", Sensors Journal, IEEE, vol. 14, no. 5, pp. 1710-1719, May 2014.

P. Tuset-Peiro, A. Angles-Vazquez, J. L. Vicario, X. Vilajosana-Guillen, "On the suitability of the 433 MHz band for M2M low-power wireless communications: Propagation aspects", Transactions on Emerging Telecommunications Technologies, vol. 25, no. 12, pp. 1154-1168, 2014.

M. Mañosas-Caballu, J. L. Vicario, G. Seco-Granados, "On the performance of deterministic beamformers: A trade-off between array gain and attenuation", Signal Processing, vol. 94, no. 1, pp. 158-162, 2014.

A. Angles-Vazquez, X. Vilajosana-Guillen, J. L. Vicario, A. Morell, P. Tuset-Peiro, I. Vilajosana-Guillen, "Generic empiric propagation model for low power wireless networks operating at the 868 MHz band in smart cities", IET Microwaves, Antennas and Propagation, vol. 8, no. 14, pp. 1143-1153, 2014.

M. Arumí, J. Carrabina, A. Matamala, B. Mesalao, P. Orero, J. Serrano, "Audiovisual translation learning platform: A new tool for audiovisual translation training", Hermeneus, vol. 15, pp. 39-66, 2013.

J. E. Barceló-Lladó, A. Morell, G. Seco-Granados, "Conditional downsampling for energy-efficient communications in wireless sensor networks", EURASIP Journal on Advances in Signal Processing, vol. 2013, no. 1, 2013.

A. Morell, J. L. Vicario, G. Seco-Granados, "Coupled-decompositions: exploiting primal--dual interactions in convex optimization problems", EURASIP Journal on Advances in Signal Processing, vol. 2013, no. 1, 2013.

A. Morell, X. Vilajosana, J. L. Vicario, T. Watteyne, "Label switching over IEEE802.15.4e networks", Transactions on Emerging Telecommunications Technologies, vol. 24, no. 5, pp. 458-475, 2013.

J. E. Barceló-Lladó, A. Morell, G. Seco-Granados, "Enhanced Correlation Estimators for Distributed Source Coding in Large Wireless Sensor Networks", Sensors Journal, IEEE, vol. 12, no. 9, pp. 2799-2806, 2012.

N. Varanese, J. L. Vicario, U. Spagnolini, "On the asymptotic throughput of OFDMA systems with best-M CQI feedback", IEEE Wireless Communications Letters, vol. 1, no. 3, pp. 145-148, 2012.

H. Delgado, A. Rodriguez-Alsina, A. Gurguí, E. Martí, J. Serrano, J. Carrabina, "Enhancing accessibility through speech technologies on AAL telemedicine services for iTV", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 7040 LNCS, pp. 300-308, 2011.

A. Morell, J. L. Vicario, X. Vilajosana, I. Vilajosana, G. Seco-Granados, "Optimal Rate Allocation in Cluster-Tree WSNs", Sensors, vol. 11, no. 4, pp. 3611, 2011.

A. Bel, J. L. Vicario, G. Seco-Granados, "Localization algorithm with on-line path loss estimation and node selection", Sensors, vol. 11, no. 7, pp. 6905-6925, 2011.

M. Barcelo, J. L. Vicario, G. Seco-Granados, "A reduced complexity approach to IAA beamforming for efficient DOA estimation of coherent sources", Eurasip Journal on Advances in Signal Processing, vol. 2011, 2011.

X. Vilajosana, J. Llosa, J. Pacho, I. Vilajosana, A. Juan, J. L. Vicario, A. Morell, "ZERO: Probabilistic Routing for Deploy and Forget Wireless Sensor Networks", Sensors, vol. 10, no. 10, pp. 8920, 2010.

J. L. Vicario, A. B. Bel, J. A. Lopez-Salcedo, G. Seco, "Opportunistic relay selection with outdated csi: Outage probability and diversity analysis", IEEE Transactions on Wireless Communications - HIGHLY CITED PAPER, vol. 8, no. 6, pp. 2872-2876, 2009.

J. L. Vicario, A. Bel, A. Morell, G. Seco-Granados, "Outage probability versus fairness trade-off in opportunistic relay selection with outdated CSI", EURASIP Journal on Wireless Communications and Networking, vol. 2009, pp. 1-9, 2009.

A. Morell, G. Seco-Granados, J. L. Vicario, "Fair Adaptive Bandwidth and Subchannel Allocation in the WiMAX Uplink", EURASIP J. Wirel. Commun. Netw., vol. 2009, pp. 1-13, 2009.

P. Casanovas, X. Binefa, C. Gracia, E. Teodoro, N. Galera, M. Blázquez, M. Poblet, J. Carrabina, M. Monton, C. Montero, J. Serrano, J. M. López-Cobo, "The e-sentencias prototype: A procedural ontology for legal multimedia applications in the Spanish Civil Courts", Frontiers in Artificial Intelligence and Applications, vol. 188, no. 1, pp. 199-219, 2009.

A. Morell, G. Seco-Granados, M. A. Vazquez-Castro, "Cross-Layer Design of Dynamic Bandwidth Allocation in DVB-RCS", Systems Journal, IEEE, vol. 2, no. 1, pp. 62-73, March 2008.

J. L. Vicario, R. Bosisio, C. Anton-Haro, U. Spagnolini, "Beam selection strategies for orthogonal random beamforming in sparse networks", IEEE Transactions on Wireless Communications, vol. 7, no. 9, pp. 3385-3396, 2008.

J. L. Vicario, C. Antón-Haro, "A unified approach to the analytical assessment of multi-user diversity with imperfect channel state information: Ergodic capacity and robustness analysis", European Transactions on Telecommunications, vol. 18, no. 6, pp. 573-582, 2007.

R. Bosisio, J. L. Vicario, U. Spagnolini, C. Anton-Haro, "Enhanced opportunistic beamforming scheme for practical broadcast systems", European Transactions on Telecommunications, vol. 18, no. 6, pp. 605-615, 2007.

J. L. Vicario, C. Antón-Haro, "Spatial vs. multi-user diversity trade-offs for cross-layer scheduling in limited feedback systems", Signal Processing, vol. 86, no. 8, pp. 1848-1863, 2006.

J. L. Vicario, C. Anton-Haro, "Analytical assessment of multi-user vs. spatial diversity trade-offs with delayed channel state information", IEEE Communications Letters, vol. 10, no. 8, pp. 588-590, 2006.

J. L. Vicario, M. A. Lagunas, C. Antón-Haro, "A cross-layer approach to transmit antenna selection", IEEE Transactions on Wireless Communications, vol. 5, no. 8, pp. 1993-1997, 2006.

A. Morell, A. Pascual-Iserte, A. I. Perez-Neira, "Fuzzy inference based robust beamforming", Signal Processing, vol. 85, no. 10, pp. 2014 - 2029, 2005.

S. Zhang, C. Zhu, J. K. O. Sin, P. K. T. Mok, "A Novel Ultrathin Elevated Channel Low-temperature Poly-Si TFT", IEEE Trans. on Wireless Communications, vol. 20, no. 5, pp. 569-571, Nov. 1999.

Z. Liu, M. Bracons, J. L. Vicario, A. Morell, "XGBoost for Automatic Sleep Stage Scoring: Bridging Accuracy and Clinical Applicability", in Proc. URSI, 2025.

P. Comas, J. L. Vicario, A. Morell, R. Vilanova, "Enhanced Scheduled Sampling Training Framework for ANN-Based PID Control of a Continuous Stirred-Tank Reactor", in Proc. 30th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2025.

A. Arus, J. L. Vicario, R. Vilanova, A. Morell, "Online Bayesian Inference for Real-Time PV Forecasting and Efficiency Estimation", in Proc. 30th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2025.

S. Madrigal, J. L. Vicario, A. Morell, R. Vilanova, "Enhancement Review of the Collective Self-Consumption based Energy Communities: Insights from a Spain-based Case", in Proc. 30th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2025.

R. Gallinad, S. Madrigal, J. L. Vicario, A. Morell, R. Vilanova, "Optimizing Energy Allocation with the CEC-UAB Simulator: Forecasting Comparison", in Proc. 30th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2025.

G. G. Gros, P. Comas, A. Morell, C. Pedret, M. Meneses, R. Vilanova, J. L. Vicario, "Hardware-in-the-Loop Simulation of BSM1 Using Speedgoat for Evaluating ANN-Based Control Strategies", in Proc. 30th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2025.

N. M. Benelmekki, E. D. Machado, J. D. R. Toledano, A. Morell, J. L. Vicario, "RFID-based Soil Moisture Sensor for Smart Agriculture: a Gaussian Mixture Model Approach", in Proc. URSI, 2025.

J. D. R. Toledano, J. L. Vicario, A. Morell, "Detección Robusta de Tags RFID usando Hidden Markov Models", in Proc. URSI, 2025.

E. D. Machado, N. M. Benelmekki, J. D. R. Toledano, A. Morell, J. L. Vicario, "Preliminary Study on RFID Signal Characteristics Above Water using Probabilistic Modeling with Sparse Gaussian Processes", in Proc. URSI, 2025.

P. Comas, J. L. Vicario, A. Morell, R. Vilanova, "Scheduled Sampling Training Framework for ANN-Based PID Control", in Proc. 29th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2024.

N. A. Molina, J. L. Vicario, A. Morell, R. Vilanova, "Deep Supervised Learning based Feature Extraction and PID tuning for Stable Second Order Mechanical Systems", in Proc. 28th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2023.

J. L. Vicario, I. Pisa, A. Morell, R. Vilanova, "Learning on Scarce Data for Industrial Control: a Transfer Learning approach", in Proc. THE 8TH IEEE INTERNATIONAL SYMPOSIUM ON ELECTRICAL AND ELECTRONICS ENGINEERING (ISEEE), 2023.

J. L. Vicario, I. Pisa, A. Morell, R. Vilanova, "A Mutual-Information based Transfer Suitability Metric for Industrial Control", in Proc. 28th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2023.

I. Pisa, A. Morell, J. L. Vicario, R. Vilanova, "Transfer Learning Suitability Metric for ANN-based Industrial Controllers", in Proc. 27th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2022.

I.Pisa, A. Morell, J. L. Vicario, R. Vilanova, "Transfer Learning Approach for the Design of Basic Control Loops in Wastewater Treatment Plants", in Proc. 26th International Conference on Emerging Technologies and Factory Automation (ETFA 2021), Vasteras, Sweden, Sept. 2021.

I. Pisa, R. Vilanova, I. Santin, J. L. Vicario, A. Morell, "LSTM based Plug-and-Play controller for Dissolved Oxygen Control in Wastewater Treatment", in Proc. IWA Digital World Water Congress (IWA DWWC2021), May 2021.

E. Macias, J. Serrano, J. L. Vicario, A. Morell, "Novel Imputation Method Using Average Code from Autoencoders in Clinical Data", in Proc. 28th European Signal Processing Conference (EUSIPCO2020), Amsterdam, The Netherlands, Jan. 2021.

G. Boquet, E. Macias, A. Morell, J. Serrano, E. Miranda, J. L. Vicario, "Offline Training for Memristor-based Neural Networks", in Proc. 28th European Signal Processing Conference (EUSIPCO2020), Amsterdam, The Netherlands, Jan. 2021.

G. Boquet, E. Macias, A. Morell, J. Serrano, J. L. Vicario, "Theoretical Tuning of the Autoencoder Bottleneck Layer Dimension: A Mutual Information-based Algorithm", in Proc. 28th European Signal Processing Conference (EUSIPCO2020), Amsterdam, The Netherlands, Jan. 2021.

E. Macias, J. Ibeas, J. Serrano, J. L. Vicario, A. Morell, "Transfer learning and data augmentation for mortality predictive models in kidney disease", in Proc. EUSIPCO 2021, Dublin, Ireland, Aug. 2021.

N. Monill, E. Macias, C. Rubiella, J. Vallespin, E. Criado, J. Guitart, J. L. Vicario, A. Morell, J. Serrano, J.. Ibeas, "Modelo Predictivo del Fallo de Maduración de la Fístula Arteriovenosa Nativa Mediante el Uso de Inteligencia Artificial", in Proc. 50th Congreso de la Sociedad Española de Nefrología (SEN), Sevilla, Spain, Nov. 2020.

I. Pisa, A. Morell, J. L. Vicario, R. Vilanova, "LSTM-based IMC approach applied in Wastewater Treatment Plants: Performance and Stability Analysis", in Proc. 21st IFAC World Congres (IFAC2020), Berlin, Germany, July 2020.

I. Pisa, A. Morell, R. Vilanova, J. L. Vicario, "Noisy Signals in Wastewater Treatment Plants data-driven control: Spectral Analysis approach for the design of ANN-IMC controllers", in Proc. 3RD IEEE International Conference on Industrial Cyber-Physical Systems (ICPS2020), Tampere, Finland, June 2020.

M. Gitau, E. Macias, J. Serrano, A. Morel, J. L. Vicario, J. Ibeas, "Knowledge extraction based on autoencoders for the prediction of mortality in ESRD", in Proc. SwDMA, 2019.

I. Pisa, J. L. Vicario, A. Morell, R. Vilanova, "ANN-based Internal Model Control strategy applied in the WWTP industry", in Proc. 24th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2019.

I. Pisa, I. Santin, J. L. Vicario, A. Morell, R. Vilanova, "Data Preprocessing for ANN-based Industrial Time-Series Forecasting with Imbalanced Data", in Proc. 27th European Signal Processing Conference (EUSIPCO), 2019.

E. Macias, G. Boquet, A. Morell, J. Serrano, J. L. Vicario, J. Ibeas, "Novel Imputing Method and Deep Learning Techniques for Early Prediction of Sepsis in Intensive Care Units", in Proc. Computing in Cardiology (CINC 2019), 2019.

E. Lleal, E. Macias, M. Gitau, A. Morell, J. L. Vicario, J. Ibeas, J. Serrano, "Mortality prediction enhancement of patients with acute kidney injury in intensive care units using machine learning techniques", in Proc. SIMC, Nairobi, 2019.

E. Lleal, E. Macias, A. Morell, J. Serrano, J. L. Vicario, J. Ibeas, "Modelo predictivo de mortalidad en el fracaso renal agudo del paciente crítico: Utilidad de la Inteligencia Artificial", in Proc. XLIX Congreso de la Sociedad Española de Nefrología (SEN), 2019.

J. Ibeas, E. Macias, C. Rubiella, A. Morell, J. Serrano, A. Rodriguez-Jornet, J. L. Vicario, D. Rexachs, "PREDICCIÓN DE MORTALIDAD EN HEMODIÁLISIS MEDIANTE MACHINE LEARNING: ¿FICCIÓN O REALIDAD?", in Proc. Reunió Anual de la Societat Catalana de Nefrologia, May 2019.

G. Boquet, J. L. Vicario, A. Morell, J. Serrano, "Missing Data in Traffic Estimation: A Variational Autoencoder Imputation Method", in Proc. IEEE ICASSP 2019, Brighton, UK, May 2019.

I. Pisa, R. Vilanova, I. Santin, J. L. Vicario, A. Morell, "Artificial Neural Networks Application to Support Plant Operation in the Wastewater Industry", in Proc. 10th Advanced Doctoral Conference on Computing, Electrical and Industrial Systems (DOCEIS 19), Caparica, Portugal, May 2019.

B. Ahmadnia, G. Haffari, J. Serrano, "Statistical Machine Translation for Bilingually Low-Resource Scenarios: A Round-Tripping Approach", in Proc. IEEE 5th International Congress on Information Science and Technology (CiSt 2018), pp. 261-265, Marrakech, Morocco, Oct. 2018.

G. Boquet, I. Pisa, J. L. Vicario, A. Morell, J. Serrano, "Analysis of Adaptive Beaconing Protocols for Intersection Assistance Systems", in Proc. IEEE/IFIP 14 th Wireless On-demand Network systems and Services Conference (WONS 2018), Isola, France, Jan. 2018.

I. Pisa, G. Boquet, J. L. Vicario, A. Morell, J. Serrano, "VAIMA: a V2V based Intersection Traffic Management Algorithm", in Proc. IEEE/IFIP 14 th Wireless On-demand Network systems and Services Conference (WONS 2018), Isola, France, Jan. 2018.

E. Macias, A. Morell, J. Serrano, J. L. Vicario, "Knowledge extraction based on wavelets and DNN for classification of physiological signals: Arousals case", in Proc. Computing in Cardiology (CINC 2018), Maastricht, Netherlands, Sep. 2018.

I. Pisa, I. Santin, J. L. Vicario, A. Morell, R. Vilanova, "A Recurrent Neural Network for Wastewater Treatment Plant effluents prediction", in Proc. XXXIX Jornadas de Automatica 2018, Badajoz, Spain, Sept. 2018.

C. Guzman, E. Macias, H. Estruch, C. Rubiella, A. Morell, J. Serrano, J. Rodriguez-Jornet, J. L. Vicario, D. Rexachs, J. Ibeas, "Insuficiencia Renal y Mortalidad: de la Evidencia a la Inteligencia Artifical, ¿Cambio de Paradigma?", in Proc. XLVIII Congreso de la Sociedad Española de Nefrología (SEN 2018) - BEST PAPER AWARD, Madrid, Spain, Nov. 2018.

E. Macias, A. Morell, J. Serrano, J. L. Vicario, "Extraction of knowledge of physiological signals based on deep neural networks", in 4th European Congress on cardiology and eHealth, Berlin, Germany, Nov. 2017.

B. Ahmadnia, J. Serrano, G. Haffari, "Persian-Spanish low-resource statistical machine translation through english as pivot language", in , pp. 24-30, 2017.

G. Boquet, J. L. Vicario, A. Correa, A. Morell, I. Rashdan, E. Muñoz-Díaz, F. Müller, "Trajectory Prediction to Avoid Channel Congestion in V2I Communications", in Proceedings IEEE PIMRC 17, Montreal, Canada, Oct. 2017.

A. Albaidhani, A. Morell, J. L. Vicario, "Ranging in UWB using commercial radio modules: Experimental validation and NLOS mitigation", in 2016 International Conference on Indoor Positioning and Indoor Navigation, IPIN 2016, 2016.

H. Delgado, X. Anguera, C. Fredouille, J. Serrano, "Novel clustering selection criterion for fast binary key speaker diarization", in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, pp. 3091-3095, 2015.

H. Delgado, X. Anguera, C. Fredouille, J. Serrano, "Improved binary key speaker diarization system", in 23rd European Signal Processing Conference, EUSIPCO, pp. 2087-2091, 2015.

A. Correa, M. Barcelo, A. Morell, J. L. Vicario, "Indoor pedestrian tracking system exploiting multiple receivers on the body", in IPIN 2014 - 2014 International Conference on Indoor Positioning and Indoor Navigation, pp. 518-525, 2014.

M. Barcelo, A. Correa, X. Vilajosana, J. L. Vicario, A. Morell, "Novel routing approach for the TSCH mode of IEEE 802.15.14e in wireless sensor networks with mobile nodes", in IEEE Vehicular Technology Conference, 2014.

A. Correa, M. Barceló, A. Morell, J. L. Vicario, "Distance-based tuning of the EKF for indoor positioning in WSNs", in European Signal Processing Conference, pp. 1512-1516, 2014.

H. Delgado, C. Fredouille, J. Serrano, "Towards a complete binary key system for the speaker diarization task", in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, pp. 572-576, 2014.

M. Barcelo, A. Correa, J. L. Vicario, A. Morell, "Multi-tree routing for heterogeneous data traffic in wireless sensor networks", in IEEE International Conference on Communications, pp. 1899-1903, 2013.

M. Barcelo, A. Correa, J. L. Vicario, A. Morell, "Joint routing and transmission power control for Collection Tree Protocol in WSN", in IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC, pp. 1989-1993, 2013.

M. Barcelo, A. Correa, J. L. Vicario, A. Morell, "Cooperative multi-tree sleep scheduling for surveillance in wireless sensor networks", in Proceedings - IEEE Military Communications Conference MILCOM, pp. 200-205, 2013.

S. Sharifzadeh, J. Serrano, J. Carrabina, "Spectro-temporal analysis of speech for Spanish phoneme recognition", in 19th International Conference on Systems, Signals and Image Processing, IWSSIP, pp. 548-551, 2012.

A. Correa, A. Morell, M. Barcelo, J. L. Vicario, "Navigation system for elderly care applications based on wireless sensor networks", in European Signal Processing Conference, pp. 210-214, 2012.

I. Ben-Chaabane, S. Hamouda, S. Tabbane, J. L. Vicario, "A new PRB sharing scheme in dual-hop LTE-advanced system using game theory", in IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC, pp. 375-379, 2012.

M. Barcelo, J. L. Vicario, G. Seco-Granados, J. M. Puig, J. M. Laborda, "Multi-channel routing algorithm for cluster-tree wireless sensor networks in aerospace applications", in 4th Annual Caneus Fly-By-Wireless Workshop, FBW 11, pp. 11-14, 2011.

A. Bel, J. L. Vicario, G. Seco-Granados, "Node selection for cooperative localization: Efficient energy vs. accuracy trade-off", in ISWPC 2010 - IEEE 5th International Symposium on Wireless Pervasive Computing 2010, pp. 307-312, 2010.

J. L. Vicario, M. Barcelo, M. Mañosas, G. Seco-Granados, F. Antreich, J. M. Cebrian, J. Picanyol, F. Amarillo, "A novel look into digital beamforming techniques for multipath and interference mitigation in Galileo Ground Stations", in ASMS/SPSC 2010: 2010 5th Advanced Satellite Multimedia Systems Conference and the 11th Signal Processing for Space Communications Workshop, pp. 240-247, 2010.

J. L. Vicario, F. Antreich, M. Barcelo, N. Basta, J. M. Cebrian, M. Cuntz, O. Gago, L. Gonzalez, M. V. T. Heckler, C. Lavin, M. Mañosas, J. Picanyo, G. Seco-Granados, M. Sgammini, F. Amarillo, "ADIBEAM: Adaptive digital beamforming for galileo reference ground stations", in 23rd International Technical Meeting of the Satellite Division of the Institute of Navigation 2010, ION GNSS 2010, pp. 172-184, 2010.

J. M. Cebrian, J. Picanyol, L. Gonzalez, C. Lavin, O. Gago, F. Amarillo, G. Seco-Granados, J. L. Vicario, M. Barceló, M. Mañosas, F. Antreich, N. Basta, M. Cuntz, M. V. T. Heckler, M. Sgammini, "ADIBEAM: Design and experimental validation of a robust beamforming platform for Galileo reference ground stations", in Programme and Abstract Book - 5th ESA Workshop on Satellite Navigation Technologies and European Workshop on GNSS Signals and Signal Processing, NAVITEC 2010, 2010.

A. Bel, J. L. Vicario, G. Seco-Granados, "Real-time path loss and node selection for cooperative localization in wireless sensor networks", in IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC, pp. 283-288, 2010.

A. Morell, J. L. Vicario, G. Seco-Granados, "Distributed power allocation for next-generation cognitive wireless devices", in IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC, 2010.

J. L. Vicario, A. Bel, A. Morell, G. Seco-Granados, "A robust relay selection strategy for cooperative systems with outdated CSI", in IEEE Vehicular Technology Conference, 2009.

A. Morell, J. L. Vicario, S. -G. Gonzalo, "Optimal distributed flow control over multiple parallel wireless channels", in IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC, pp. 399-403, 2009.

D. Megias, J. Serrano, A. G. Kuznetsov, "A systematic method to enhance the robustness of stabilising receding-horizon predictive controllers", in , pp. 831-836, 1999.

D. Megias, J. Serrano, C. De. Prada, "Uncertainty treatment in GPC: Design of T polynomial", in , pp. 301-306, 1997.

I. Pisa, R. Vilanova, I. Santin, J. L. Vicario, A. Morell, "Artificial Neural Networks Application to Support Plant Operation in the Wastewater Industry", Technological Innovation for Industry and Service Systems. Edited by L. M. Camarinha-Matos and R. Almeida and J. Oliveira. Springer, 2019.

A. Bel, J. L. Vicario, G. Seco-Granados, "A Pragmatic Approach to Cooperative Positioning in Wireless Sensor Networks", Microwave and Millimeter Wave Circuits and Systems: Emerging Design, Technologies, and Applications. Edited by . Wiley, 2012.

N. Celandroni, F. Davoli, E. Ferro, A. Gotta, S. Karapantazis, A. Morell, G. Seco-Granados, P. Todorova, M. A. Vázquez-Castro, "Dynamic Bandwidth Allocation", Resource Management in Satellite Networks: Optimization and Cross-Layer Design. Edited by G.Giambene. Springer Science+Business Media, 2007.

A. Bel, A. Morell, J. L. Vicario, "Método y sistema de localización y seguimiento de un dispositivo móvil en una red de nodos inalámbrica", Spain, Patent 201230112, Sep. 2014.