Efficient information extraction from hyperspectral imagery using networks of workstations. - Antonio Plaza; Javier Plaza; David Valencia; Pablo Martínez 001 (IGARSS, 2005)

On the Use of Cluster Computing Architectures for Implementation of Hyperspectral Image Analysis Algorithms. - David Valencia; Antonio J. Plaza; Pablo Martínez 001; Javier Plaza (ISCC, 2005)

Parallel Endmember Extraction Techniques Applied to a Self-Organizing Neural Network for Hyperspectral Image Classification. - David Valencia; Antonio J. Plaza; Rosa M. Pérez; M. C. Cantero; Pablo Martínez 001; Javier Plaza (PARCO, 2005)

Parallel Morphological/Neural Classification of Remote Sensing Images Using Fully Heterogeneous and Homogeneous Commodity Clusters. - Javier Plaza; Rosa M. Pérez; Antonio Plaza; Pablo Martínez 001; David Valencia (CLUSTER, 2006)

AMEEPAR: Parallel Morphological Algorithm for Hyperspectral Image Classification on Heterogeneous Networks of Workstations. - Antonio Plaza; Javier Plaza; David Valencia (International Conference on Computational Science (3), 2006)

FPGA-Based Hyperspectral Data Compression Using Spectral Unmixing and the Pixel Purity Index Algorithm. - David Valencia; Antonio Plaza (International Conference on Computational Science (1), 2006)

Distributed Computing for Efficient Hyperspectral Imaging Using Fully Heterogeneous Networks of Workstations. - Antonio Plaza; Javier Plaza; David Valencia (ICDCS, 2006)

Parallel Hyperspectral Image Processing on Commodity Graphics Hardware. - Javier Setoain; Christian Tenllado; Manuel Prieto 001; David Valencia; Antonio Plaza; Javier Plaza (ICPP Workshops, 2006)

Parallel Implementation of Hyperspectral Image Processing Algorithms. - Antonio J. Plaza; David Valencia; Javier Plaza; J. Sanchez-Testal; S. Muoz; Soraya Blazquez (IGARSS, 2006)

High-performance computing in remotely sensed hyperspectral imaging: the Pixel Purity Index algorithm as a case study. - Antonio Plaza; David Valencia; Javier Plaza (IPDPS, 2006)

Design and Implementation of a Parallel Heterogeneous Algorithm for Hyperspectral Image Analysis Using HeteroMPI. - David Valencia; Alexey L. Lastovetsky; Antonio Plaza (ISPDC, 2006)

Commodity cluster-based parallel processing of hyperspectral imagery. - Antonio Plaza; David Valencia; Javier Plaza; Pablo Martínez 001 (J. Parallel Distributed Comput., 2006)

Parallel implementation of endmember extraction algorithms from hyperspectral data. - Antonio Plaza; David Valencia; Javier Plaza; Chein-I Chang (IEEE Geosci. Remote. Sens. Lett., 2006)

Parallel Detection of Targets in Hyperspectral Images Using Heterogeneous Networks of Workstations. - Antonio Plaza; David Valencia; Soraya Blazquez; Javier Plaza (PDP, 2007)

Parallel Processing of High-Dimensional Remote Sensing Images Using Cluster Computer Architectures. - David Valencia; Antonio Plaza; Pablo Martínez 001; Javier Plaza (Int. J. Comput. Their Appl., 2007)

Impact of platform heterogeneity on the design of parallel algorithms for morphological processing of high-dimensional image data. - Antonio Plaza; Javier Plaza; David Valencia (J. Supercomput., 2007)

Efficient Collective Communication Paradigms for Hyperspectral Imaging Algorithms Using HeteroMPI. - David Valencia; Antonio Plaza; Vladimir Rychkov; Alexey L. Lastovetsky (PVM/MPI, 2008)

Parallel morphological/neural processing of hyperspectral images using heterogeneous and homogeneous platforms. - Javier Plaza; Rosa M. Pérez; Antonio Plaza; Pablo Martínez 001; David Valencia (Clust. Comput., 2008)

Parallel Processing of Remotely Sensed Hyperspectral Images On Heterogeneous Networks of Workstations Using HeteroMPI. - David Valencia; Alexey L. Lastovetsky; Maureen O'Flynn; Antonio Plaza; Javier Plaza (Int. J. High Perform. Comput. Appl., 2008)

An experimental comparison of parallel algorithms for hyperspectral analysis using heterogeneous and homogeneous networks of workstations. - Antonio Plaza; David Valencia; Javier Plaza (Parallel Comput., 2008)

Efficient implementation of morphological opening and closing by reconstruction on multi-core parallel systems. - David Valencia; Antonio J. Plaza (WHISPERS, 2009)

FPGA Implementation of the Pixel Purity Index Algorithm for Remotely Sensed Hyperspectral Image Analysis. - Carlos González 002; Javier Resano; Daniel Mozos; Antonio Plaza; David Valencia (EURASIP J. Adv. Signal Process., 2010)

Adaptation of the Diffused Matrix Image Format to Store Simulated Data from FLEX / Sentinel-3 Future ESA Missions. - Alejandro Cristo; Pablo Martínez 001; David Valencia; Rosa M. Pérez; Luz M. Hernández (IP&C, 2011)

DMF Data Format Usage for Change Detection. - Alejandro Cristo; David Valencia; Pablo Martínez 001; Rosa M. Pérez (J. Electr. Comput. Eng., 2012)

A Serious Game to Improve Students' Skills in Global Software Development. - David Valencia; Aurora Vizcaíno; Juan Pablo Soto; Mario Piattini (CSEDU (1), 2016)

GSDgame: A Serious Game for the Acquisition of the Competencies Needed in GSD. - David Valencia; Aurora Vizcaíno; Lilia García-Mundo; Mario Piattini; Juan Pablo Soto (ICGSE Workshops, 2016)

Use of Drones for Remote Management of the Close Measure of Radioactivity Sources. - Juan Baeza; David Valencia; Antonio Baeza (IGARSS, 2018)

Action-Conditioned Frame Prediction Without Discriminator. - David Valencia; Henry Williams; Bruce A. MacDonald; Ting Qiao (LOD, 2021)

Trials and Tribulations of Developing Hybrid Quantum-Classical Microservices Systems. - Javier Rojo 004; Enrique Moguel; David Valencia; Javier Berrocal; José García-Alonso; Juan Manuel Murillo (Q-SET@QCE, 2021)

Hybrid Classical-Quantum Software Services Systems: Exploration of the Rough Edges. - David Valencia; José García-Alonso; Javier Rojo 004; Enrique Moguel; Javier Berrocal; Juan Manuel Murillo (QUATIC, 2021)

Quantum Service-Oriented Architectures: From Hybrid Classical Approaches to Future Stand-Alone Solutions. - David Valencia; Enrique Moguel; Javier Rojo 004; Javier Berrocal; José García-Alonso; Juan Manuel Murillo (Quantum Software Engineering, 2022)

Quantum Software as a Service Through a Quantum API Gateway. - José García-Alonso; Javier Rojo 004; David Valencia; Enrique Moguel; Javier Berrocal; Juan Manuel Murillo (IEEE Internet Comput., 2022)

Quantum service-oriented computing: current landscape and challenges. - Enrique Moguel; Javier Rojo 004; David Valencia; Javier Berrocal; José García-Alonso; Juan Manuel Murillo (Softw. Qual. J., 2022)

Comparison of Model-Based and Model-Free Reinforcement Learning for Real-World Dexterous Robotic Manipulation Tasks. - David Valencia; John Jia; Raymond Li; Alex Hayashi; Megan Lecchi; Reuel Terezakis; Trevor Gee; Minas V. Liarokapis; Bruce A. MacDonald; Henry Williams (ICRA, 2023)

Racing Towards Reinforcement Learning based control of an Autonomous Formula SAE Car. - Aakaash Salvaji; Harry Taylor; David Valencia; Trevor Gee; Henry Williams (CoRR, 2023)

Image-Based Deep Reinforcement Learning with Intrinsically Motivated Stimuli: On the Execution of Complex Robotic Tasks. - David Valencia; Henry Williams; Yuning Xing; Trevor Gee; Minas Liarokapis; Bruce A. MacDonald (IROS, 2024)

CTD4 - A Deep Continuous Distributional Actor-Critic Agent with a Kalman Fusion of Multiple Critics. - David Valencia; Henry Williams; Trevor Gee; Bruce A. MacDonald; Minas V. Liarokapis (CoRR, 2024)

Benchmarking Reinforcement Learning Methods for Dexterous Robotic Manipulation with a Three-Fingered Gripper. - Elizabeth Cutler; Yuning Xing; Tony Cui; Brendan Zhou; Koen van Rijnsoever; Ben Hart; David Valencia; Lee Violet C. Ong; Trevor Gee; Minas V. Liarokapis; Henry Williams (CoRR, 2024)

Bounded Exploration with World Model Uncertainty in Soft Actor-Critic Reinforcement Learning Algorithm. - Ting Qiao; Henry Williams; David Valencia; Bruce A. MacDonald (CoRR, 2024)

CTD4 - a Deep Continuous Distributional Actor-Critic Agent with a Kalman Fusion of Multiple Critics. - David Valencia; Henry Williams; Yuning Xing; Trevor Gee; Bruce A. MacDonald; Minas Liarokapis (AAAI, 2025)