Santiago Zazo

ORCID

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 44

Top Venues

Publications

Patricia A. Apellániz, Ana Jiménez, Borja Arroyo Galende, Juan Parras, Santiago Zazo
Synthetic Tabular Data Validation: A Divergence-Based Approach. IEEE Access 12 (2024)
Patricia A. Apellániz, Ana Jiménez, Borja Arroyo Galende, Juan Parras, Santiago Zazo
Artificial Inductive Bias for Synthetic Tabular Data Generation in Data-Scarce Scenarios. CoRR (2024)
Patricia A. Apellániz, Ana Jiménez, Borja Arroyo Galende, Juan Parras, Santiago Zazo
Synthetic Tabular Data Validation: A Divergence-Based Approach. CoRR (2024)
Patricia A. Apellániz, Juan Parras, Santiago Zazo
An improved tabular data generator with VAE-GMM integration. CoRR (2024)
Alejandro Almodóvar, Juan Parras, Santiago Zazo
Propensity Weighted federated learning for treatment effect estimation in distributed imbalanced environments. Comput. Biol. Medicine 178 (2024)
Juan Parras, Santiago Zazo
Negotiation Strategies to Improve Distributed Power Allocation for Self-Organizing Heterogeneous Networks. EUSIPCO (2023)
Patricia A. Apellániz, Juan Parras, Santiago Zazo
SAVAE: Leveraging the variational Bayes autoencoder for survival analysis. CoRR (2023)
Juan Parras, Patricia A. Apellániz, Santiago Zazo
An online learning algorithm to play discounted repeated games in wireless networks. Eng. Appl. Artif. Intell. 107 (2022)
Juan Parras, Alejandro Almodóvar, Patricia A. Apellániz, Santiago Zazo
Inverse Reinforcement Learning: A New Framework to Mitigate an Intelligent Backoff Attack. IEEE Internet Things J. 9 (24) (2022)
Marina Pérez, Juan Parras, Santiago Zazo, Iván A. Pérez-Álvarez, María del Mar Sanz Lluch
Using a Deep Learning Algorithm to Improve the Results Obtained in the Recognition of Vessels Size and Trajectory Patterns in Shallow Areas Based on Magnetic Field Measurements Using Fluxgate Sensors. IEEE Trans. Intell. Transp. Syst. 23 (4) (2022)
Juan Parras, Maximilian Hüttenrauch, Santiago Zazo, Gerhard Neumann
Deep Reinforcement Learning for Attacking Wireless Sensor Networks. Sensors 21 (12) (2021)
Juan Parras, Santiago Zazo
Robust Deep Reinforcement Learning for Underwater Navigation with Unknown Disturbances. ICASSP (2021)
Alberto Clavijo-Rodriguez, Victor Alonso-Eugenio, Santiago Zazo, Iván A. Pérez-Álvarez
Software-In-Loop Simulation of an Underwater Wireless Sensor Network for Monitoring Seawater Quality: Parameter Selection and Performance Validation. Sensors 21 (3) (2021)
Juan Parras, Patricia A. Apellániz, Santiago Zazo
Deep Learning for Efficient and Optimal Motion Planning for AUVs with Disturbances. Sensors 21 (15) (2021)
Jose M. Sanz Nogales, Santiago Zazo
An evolutionary dynamics model for metastatic tumour growth based on public goods games. Commun. Nonlinear Sci. Numer. Simul. 99 (2021)
Jose M. Sanz Nogales, Santiago Zazo
Replicator based on imitation for finite and arbitrary networked communities. Appl. Math. Comput. 378 (2020)
Juan Parras, Santiago Zazo
A Graph Network Model for Distributed Learning with Limited Bandwidth Links and Privacy Constraints. ICASSP (2020)
Juan Parras, Santiago Zazo
A distributed algorithm to obtain repeated games equilibria with discounting. Appl. Math. Comput. 367 (2020)
Juan Parras, Santiago Zazo
Learning attack mechanisms in Wireless Sensor Networks using Markov Decision Processes. Expert Syst. Appl. 122 (2019)
Juan Parras, Santiago Zazo, Iván A. Pérez-Álvarez, José L. Sanz-González
Model Free Localization with Deep Neural Architectures by Means of an Underwater WSN. Sensors 19 (16) (2019)
David Baldazo, Juan Parras, Santiago Zazo
Decentralized Multi-Agent Deep Reinforcement Learning in Swarms of Drones for Flood Monitoring. EUSIPCO (2019)
Daniel Tapia, Juan Parras, Santiago Zazo
Deep Reinforcement Learning for Autonomous Model-Free Navigation with Partial Observability. EUSIPCO (2019)
Juan Parras, Santiago Zazo
Using one class SVM to counter intelligent attacks against an SPRT defense mechanism. Ad Hoc Networks 94 (2019)
Juan Parras, Santiago Zazo
Sequential Bayes Factor Testing: A New Framework for Decision Fusion. SPAWC (2019)
Juan Parras, Santiago Zazo
Repeated Game Analysis of a CSMA/CA Network under a Backoff Attack. Sensors 19 (24) (2019)
Santiago Zazo, Pablo Rodríguez-Gonzálvez, José-Luis Molina, Diego González-Aguilera, Carlos Andrés Agudelo-Ruiz, David Hernández-López
Flood Hazard Assessment Supported by Reduced Cost Aerial Precision Photogrammetry. Remote. Sens. 10 (10) (2018)
Juan Parras, Santiago Zazo
Wireless Networks under a Backoff Attack: A Game Theoretical Perspective. Sensors 18 (2) (2018)
Sergio Valcarcel Macua, Javier Zazo, Santiago Zazo
Learning Parametric Closed-Loop Policies for Markov Potential Games. CoRR (2018)
Sergio Valcarcel Macua, Javier Zazo, Santiago Zazo
Learning Parametric Closed-Loop Policies for Markov Potential Games. ICLR (Poster) (2018)
Juan Parras, Santiago Zazo, Jorge del Val, Javier Zazo, Sergio Valcarcel Macua
Pursuit-evasion games: a tractable framework for antijamming games in aerial attacks. EURASIP J. Wirel. Commun. Netw. 2017 (2017)
Laura Melián-Gutiérrez, Adrian García-Rodríguez, Iván A. Pérez-Álvarez, Santiago Zazo
Compressive Narrowband Interference Detection for Wideband Cognitive HF Front-Ends. Wirel. Pers. Commun. 94 (3) (2017)
Gara Quintana-Díaz, Pablo Mena-Rodríguez, Iván A. Pérez-Álvarez, Eugenio Jiménez, Blas-Pablo Dorta-Naranjo, Santiago Zazo, Marina Pérez, Eduardo Quevedo, Laura Cardona, J. Joaquín Hernández
Underwater Electromagnetic Sensor Networks - Part I: Link Characterization. Sensors 17 (1) (2017)
Javier Zazo, Santiago Zazo, Sergio Valcarcel Macua
Robust Worst-Case Analysis of Demand-Side Management in Smart Grids. IEEE Trans. Smart Grid 8 (2) (2017)
Laura Melián-Gutiérrez, Adrian García-Rodríguez, Iván A. Pérez-Álvarez, Santiago Zazo
Erratum to: Compressive Narrowband Interference Detection for Wideband Cognitive HF Front-Ends. Wirel. Pers. Commun. 94 (3) (2017)
Sergio Valcarcel Macua, Aleksi Tukiainen, Daniel García-Ocaña Hernández, David Baldazo, Enrique Munoz de Cote, Santiago Zazo
Diff-DAC: Distributed Actor-Critic for Multitask Deep Reinforcement Learning. CoRR (2017)
Javier Zazo, Santiago Zazo, Sergio Valcarcel Macua, Marina Pérez, Iván A. Pérez-Álvarez, Laura Cardona, Eduardo Quevedo
Cooperative Network Node Positioning Techniques Using Underwater Radio Communications. CoRR (2016)
Javier Zazo, Sergio Valcarcel Macua, Santiago Zazo, Marina Pérez, Iván A. Pérez-Álvarez, Eugenio Jiménez, Laura Cardona, Joaquín Hernández Brito, Eduardo Quevedo
Underwater Electromagnetic Sensor Networks, Part II: Localization and Network Simulations. Sensors 16 (12) (2016)
Santiago Zazo, Sergio Valcarcel Macua, Matilde Sánchez Fernández, Javier Zazo
Dynamic Potential Games With Constraints: Fundamentals and Applications in Communications. IEEE Trans. Signal Process. 64 (14) (2016)
Juan Parras, Jorge del Val, Santiago Zazo, Javier Zazo, Sergio Valcarcel Macua
A new approach for solving anti-jamming games in stochastic scenarios as pursuit-evasion games. SSP (2016)
Javier Zazo, Santiago Zazo, Sergio Valcarcel Macua
Non-monotone quadratic potential games with single quadratic constraints. ICASSP (2016)
Sergio Valcarcel Macua, Santiago Zazo, Javier Zazo, Marina Pérez-Jiménez, Iván A. Pérez-Álvarez, Eugenio Jiménez, Joaquín Hernández Brito
Simulation of Underwater RF Wireless Sensor Networks using Castalia. CoRR (2016)
Jorge del Val, Santiago Zazo, Sergio Valcarcel Macua, Javier Zazo, Juan Parras
Optimal attack and defence of large scale networks using mean field theory. EUSIPCO (2016)
Javier Zazo, Santiago Zazo, Sergio Valcarcel Macua
Robust Worst-Case Analysis of Demand-Side Management in Smart Grids. CoRR (2016)
Sergio Valcarcel Macua, Santiago Zazo, Javier Zazo
Learning in constrained stochastic dynamic potential games. ICASSP (2016)
Laura Melián-Gutiérrez, Navikkumar Modi, Christophe Moy, Faouzi Bader, Iván A. Pérez-Álvarez, Santiago Zazo
Hybrid UCB-HMM: A Machine Learning Strategy for Cognitive Radio in HF Band. IEEE Trans. Cogn. Commun. Netw. 1 (3) (2015)
Sergio Valcarcel Macua, Jianshu Chen, Santiago Zazo, Ali H. Sayed
Distributed Policy Evaluation Under Multiple Behavior Strategies. IEEE Trans. Autom. Control. 60 (5) (2015)
Sergio Valcarcel Macua, Santiago Zazo, Javier Zazo
Distributed black-box optimization of nonconvex functions. ICASSP (2015)
Santiago Zazo, Sergio Valcarcel Macua, Matilde Sánchez Fernández, Javier Zazo
A new framework for solving dynamic scheduling games. ICASSP (2015)
Laura Melián-Gutiérrez, Navikkumar Modi, Christophe Moy, Iván A. Pérez-Álvarez, Faouzi Bader, Santiago Zazo
Upper Confidence Bound learning approach for real HF measurements. ICC Workshops (2015)
Santiago Zazo, Matilde Sánchez Fernández, Sergio Valcarcel Macua, Javier Zazo
Dynamic Potential Games in Communications: Fundamentals and Applications. CoRR (2015)
Javier Zazo, Santiago Zazo, Sergio Valcarcel Macua
Distributed cognitive radio systems with temperature-interference constraints and overlay scheme. EUSIPCO (2014)
Santiago Zazo, Javier Zazo, Matilde Sánchez Fernández
A control theoretic approach to solve a constrained uplink power dynamic game. EUSIPCO (2014)
Sergio Valcarcel Macua, Carlos Moreno Leon, Jhoan Samuel Romero, Silvana Silva Pereira, Javier Zazo, Alba Pagès-Zamora, Roberto López-Valcarce, Santiago Zazo
How to implement doubly-stochastic matrices for consensus-based distributed algorithms. SAM (2014)
Benjamín Béjar Haro, Santiago Zazo, Daniel P. Palomar
Energy Efficient Collaborative Beamforming in Wireless Sensor Networks. IEEE Trans. Signal Process. 62 (2) (2014)
Vladimir Savic, Henk Wymeersch, Santiago Zazo
Belief consensus algorithms for fast distributed target tracking in wireless sensor networks. Signal Process. 95 (2014)
Laura Melián-Gutiérrez, Santiago Zazo, J. L. Blanco-Murillo, Iván A. Pérez-Álvarez, Adrian García-Rodríguez, B. Pérez-Díaz
HF spectrum activity prediction model based on HMM for cognitive radio applications. Phys. Commun. 9 (2013)
Vladimir Savic, Santiago Zazo
Nonparametric generalized belief propagation based on pseudo-junction tree for cooperative localization in wireless networks. EURASIP J. Adv. Signal Process. 2013 (2013)
Sergio Valcarcel Macua, Jianshu Chen, Santiago Zazo, Ali H. Sayed
Distributed Policy Evaluation Under Multiple Behavior Strategies. CoRR (2013)
Matilde Sánchez Fernández, Sergio Valcarcel Macua, Santiago Zazo
A unified framework for linear function approximation of value functions in stochastic control. EUSIPCO (2013)
Sergio Valcarcel Macua, Jianshu Chen, Santiago Zazo, Ali H. Sayed
Cooperative off-policy prediction of Markov decision processes in adaptive networks. ICASSP (2013)
Álvaro Gutiérrez, Nelson I. Dopico, Carlos González Bris, Santiago Zazo, Javier Jiménez-Leube, Ivana Raos
Cattle-Powered Node Experience in a Heterogeneous Network for Localization of Herds. IEEE Trans. Ind. Electron. 60 (8) (2013)
Vladimir Savic, Santiago Zazo
Cooperative localization in mobile networks using nonparametric variants of belief propagation. Ad Hoc Networks 11 (1) (2013)
Benjamín Béjar Haro, Santiago Zazo
A practical approach for outdoors distributed target localization in wireless sensor networks. EURASIP J. Adv. Signal Process. 2012 (2012)
Vladimir Savic, Santiago Zazo
Reducing Communication Overhead for Cooperative Localization Using Nonparametric Belief Propagation. IEEE Wirel. Commun. Lett. 1 (4) (2012)
Pavle Belanovic, Sergio Valcarcel Macua, Santiago Zazo
Distributed static linear Gaussian models using consensus. Neural Networks 34 (2012)
Vladimir Savic, Henk Wymeersch, Santiago Zazo
Belief Consensus Algorithms for Distributed Target Tracking in Wireless Sensor Networks CoRR (2012)
Vladimir Savic, Henk Wymeersch, Santiago Zazo
Distributed target tracking based on belief propagation consensus. EUSIPCO (2012)
Pavle Belanovic, Sergio Valcarcel Macua, Santiago Zazo
Location-aided distributed primary user identification in a cognitive radio scenario. ICASSP (2012)
Sergio Valcarcel Macua, Pavle Belanovic, Santiago Zazo
Diffusion gradient temporal difference for cooperative reinforcement learning with linear function approximation. CIP (2012)
Benjamín Béjar Haro, Santiago Zazo, Daniel P. Palomar
Lifetime maximization for beamforming applications in wireless sensor networks. ICASSP (2012)
Benjamín Béjar Haro, Pavle Belanovic, Santiago Zazo
Distributed consensus-based tracking in Wireless Sensor Networks: A practical approach. EUSIPCO (2011)
Nelson I. Dopico, Álvaro Gutiérrez, Santiago Zazo
Performance analysis of a delay tolerant application for herd localization. Comput. Networks 55 (8) (2011)
Nelson I. Dopico, Benjamín Béjar Haro, Sergio Valcarcel Macua, Pavle Belanovic, Santiago Zazo
Improved Animal Tracking Algorithms Using Distributed Kalman-based Filters. EW (2011)
Pavle Belanovic, Sergio Valcarcel Macua, Santiago Zazo
Location-aided Distributed Primary User Identification in a Cognitive Radio Scenario CoRR (2011)
Sergio Valcarcel Macua, Pavle Belanovic, Santiago Zazo
Distributed linear discriminant analysis. ICASSP (2011)
José L. Sanz-González, Santiago Zazo, Iván A. Pérez-Álvarez, Javier López-Pérez
Multipath-channel estimation and application to ionospheric channels. Wirel. Networks 17 (6) (2011)
Vladimir Savic, Henk Wymeersch, Federico Penna, Santiago Zazo
Optimized edge appearance probability for cooperative localization based on tree-reweighted nonparametric belief propagation. ICASSP (2011)
Vladimir Savic, Santiago Zazo
Pseudo-junction tree method for cooperative localization in wireless sensor networks. FUSION (2010)
Vladimir Savic, Santiago Zazo
Nonparametric Belief Propagation Based on Spanning Trees for Cooperative Localization in Wireless Sensor Networks. VTC Fall (2010)
Benjamín Béjar Haro, Pavle Belanovic, Santiago Zazo
Cooperative localisation in wireless sensor networks using coalitional game theory. EUSIPCO (2010)
Nelson I. Dopico, Carlos Gil-Soriano, Inigo Arrazola, Santiago Zazo
Analysis of IEEE 802.15.4 Throughput in Beaconless Mode on micaZ under TinyOS 2. VTC Fall (2010)
Vladimir Savic, Adrián Población-Hernández, Santiago Zazo, Mariano García Otero
Indoor Positioning Using Nonparametric Belief Propagation Based on Spanning Trees. EURASIP J. Wirel. Commun. Netw. 2010 (2010)
Milos Jakovljevic, Thomas Magesacher, Per Ödling, Per Ola Börjesson, M. Sanchez, Santiago Zazo
Throughput of shielded twisted-pair cables using wire-shield modes in the presence of radio ingress. DPS (2009)
Álvaro Gutiérrez, Carlos González Bris, Javier Jiménez-Leube, Santiago Zazo, Nelson I. Dopico, Ivana Raos
A Heterogeneous Wireless Identification Network for the Localization of Animals Based on Stochastic Movements. Sensors 9 (5) (2009)
Milos Jakovljevic, Santiago Zazo, José Luis Peña
New approach to bit loading and power minimization using mercury/waterfilling. EUSIPCO (2009)
Vladimir Savic, Santiago Zazo
Sensor localization using generalized belief propagation in network with loops. EUSIPCO (2009)
Vladimir Savic, Santiago Zazo
Sensor localization using nonparametric generalized belief propagation in network with loops. FUSION (2009)
Milos Jakovljevic, Thomas Magesacher, Klas Ericson, Per Ödling, Per Ola Börjesson, Santiago Zazo
Common Mode Characterization and Channel Model Verification for Shielded Twisted Pair (STP) Cable. ICC (2008)
Santiago Zazo, Ivana Raos, Benjamín Béjar Haro
Cooperation in Wireless Sensor Networks with intra and intercluster interference. EUSIPCO (2008)
Milos Jakovljevic, Driton Statovci, Tomas Nordström, Rickard Nilsson, Santiago Zazo
VDSL power back-off parameter optimization for a cable bundle. EUSIPCO (2007)
Benjamín Béjar Haro, Santiago Zazo, Ivana Raos
Iterative precoding vs decoding in virtual mimo systems with channel mismatching errors. EUSIPCO (2007)
Matilde Sánchez Fernández, Santiago Zazo, Reinaldo A. Valenzuela
Performance Comparison between Beamforming and Spatial Multiplexing for the Downlink in Wireless Cellular Systems. IEEE Trans. Wirel. Commun. 6 (7) (2007)
Santiago Zazo, Howard C. Huang
Suboptimum Space Multiplexing Structure Combining Dirty Paper Coding and Receive Beamforming. ICASSP (4) (2006)
Santiago Zazo, Yolanda Blanco Archilla, Lino García
Blind Spatial Multiplexing Using Order Statistics for Time-Varying Channels. ICA (2006)
Matilde Sánchez Fernández, Santiago Zazo, Reinaldo A. Valenzuela
Simplifying the beamforming optimality region for practical mimo scenarios. IEEE Commun. Lett. 10 (11) (2006)
Ivana Raos, Santiago Zazo, Igor Arambasic
Slepian pulses for multicarrier OQAM. EUSIPCO (2006)
Fabrice Portier, Ivana Raos, Adão Silva, Jean-Yves Baudais, Jean-François Hélard, Atílio Gameiro, Santiago Zazo
Transmission techniques for downlink multi-antenna MC-CDMA systems in a beyond-3G context. J. Commun. Networks 7 (2) (2005)
Yolanda Blanco Archilla, Santiago Zazo
An Overview of BSS Techniques Based on Order Statistics: Formulation and Implementation Issues. ICA (2004)
Ivana Raos, Santiago Zazo
Advanced receivers for MC-CDMA with modified digital prolate functions. ICASSP (4) (2003)
Yolanda Blanco Archilla, Santiago Zazo
New Gaussianity measures based on order statistics: application to ICA. Neurocomputing 51 (2003)

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Publication Activity (10 Years)

Top Topics

Top Venues

Santiago Zazo