- Cristof Rojas, Antonio Jose Rodríguez-Sánchez, Erwan Renaudo:
Deep Learning for Fast Segmentation of E-waste Devices' Inner Parts in a Recycling Scenario. ICPRAI (1) 2022: 161-172 - Chris Engelhardt, Jakob Mittelberger, David Peer, Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez:
Improving 3D Point Cloud Reconstruction with Dynamic Tree-Structured Capsules. IPAS 2022: 1-6 - Andrea Portscher, Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez:
Evaluating Attention in Convolutional Neural Networks for Blended Images. IPAS 2022: 1-6 - José Antonio García-Díaz, Miguel Ángel Rodríguez-García, Francisco García-Sánchez, Rafael Valencia-García:
UMUTeam at REST-MEX 2022: Polarity Prediction using Knowledge Integration of Linguistic Features and Sentence Embeddings based on Transformers. IberLEF@SEPLN 2022 - Josef Gugglberger, David Peer, Antonio Jose Rodríguez-Sánchez:
Momentum Capsule Networks. CoRR abs/2201.11091 (2022) - Sayantan Auddy, Jakob J. Hollenstein, Matteo Saveriano, Antonio Jose Rodríguez-Sánchez, Justus H. Piater:
Continual Learning from Demonstration of Robotic Skills. CoRR abs/2202.06843 (2022) - David Peer, Bart Keulen, Sebastian Stabinger, Justus H. Piater, Antonio Jose Rodríguez-Sánchez:
Improving the Trainability of Deep Neural Networks through Layerwise Batch-Entropy Regularization. CoRR abs/2208.01134 (2022) - Antonio Jose Rodríguez-Sánchez, Simon Haller-Seeber, David Peer, Chris Engelhardt, Jakob Mittelberger, Matteo Saveriano:
Affordance detection with Dynamic-Tree Capsule Networks. CoRR abs/2211.05200 (2022) - 2021
- Antonio Jesús Fernández-García, Juan Carlos Preciado, Francisco Javier Melchor González, Roberto Rodríguez-Echeverría, José María Conejero, Fernando Sánchez-Figueroa:
A Real-Life Machine Learning Experience for Predicting University Dropout at Different Stages Using Academic Data. IEEE Access 9: 133076-133090 (2021) - Alfonso Tomás Muriel-Barrado, Jorge Calatayud-Maeso, Antonio Rodríguez-Gallego, Pablo Sanchez-Olivares, Jose-Manuel Fernandez-Gonzalez, Manuel Sierra-Pérez:
Evaluation of a Planar Reconfigurable Phased Array Antenna Driven by a Multi-Channel Beamforming Module at Ka Band. IEEE Access 9: 63752-63766 (2021) - Angel Rodríguez-Liñán, Ismael López-Juárez, Alan de Jesus Maldonado-Ramirez, Antonio Zalapa-Elias, Luis M. Torres-Treviño, Jose Luis Navarro Gonzalez, Pamela Chiñas-Sanchez:
An Approach to Acquire Path-Following Skills by Industrial Robots From Human Demonstration. IEEE Access 9: 82351-82363 (2021) - Aaron Angel Salas-Sanchez, Juan Antonio Rodriguez-Gonzalez, Maria Elena Lopez-Martin, Francisco Jose Ares-Pena:
Enhanced Multiplicity on Shaped Patterns by Introducing Symmetric Pure Real Distributions: Taylor Linear and Circular Sources. IEEE Access 9: 13636-13642 (2021) - Trinidad Sanchez-Rodriguez, Juan Antonio Gómez Galán, Fernando J. Marquez, Manuel Sánchez-Raya, Jose Maria Hinojo, Fernando Muñoz:
Analog CMOS Readout Channel for Time and Amplitude Measurements With Radiation Sensitivity Analysis for Gain-Boosting Amplifiers. IEEE Access 9: 148421-148432 (2021) - Carlos M. Travieso-González, Jesús Bernardino Alonso Hernández, José Miguel Canino-Rodríguez, Santiago T. Pérez-Suárez, David Cruz Sánchez Rodríguez, Antonio G. Ravelo-García:
Robust Detection of Fatigue Parameters Based on Infrared Information. IEEE Access 9: 18209-18221 (2021) - R. Aguilar-Sánchez, J. A. Méndez-Bermúdez, José M. Rodríguez, José María Sigarreta:
Normalized Sombor Indices as Complexity Measures of Random Networks. Entropy 23(8): 976 (2021) - Sebastian Stabinger, David Peer, Antonio Jose Rodríguez-Sánchez:
Arguments for the unsuitability of convolutional neural networks for non-local tasks. Neural Networks 142: 171-179 (2021) - David Peer, Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez:
Limitation of capsule networks. Pattern Recognit. Lett. 144: 68-74 (2021) - Manuel Fernández-Esquinas, María Isabel Sánchez-Rodríguez, José Antonio Pedraza-Rodríguez, Rocío Muñoz-Benito:
The use of QCA in science, technology and innovation studies: a review of the literature and an empirical application to knowledge transfer. Scientometrics 126(8): 6349-6382 (2021) - Borja Bayón-Buján, Aaron Angel Salas-Sanchez, Juan Antonio Rodriguez-Gonzalez, Maria Elena Lopez-Martin, Francisco Jose Ares-Pena:
Using Antenna Arrays with Only One Active Element for Beam Reconfiguration and Sensitive Study in Dielectric Media. Sensors 21(18): 6019 (2021) - M. Cristina Rodriguez-Sánchez, Luis A. Fernández-Jiménez, Antonio Ramón Jiménez, Joaquin Vaquero, Susana Borromeo, José Luis Lázaro Galilea:
HelpResponder - System for the Security of First Responder Interventions. Sensors 21(8): 2614 (2021) - Aaron Angel Salas-Sanchez, Camilo López-Castro, Paolo Rocca, Juan Antonio Rodriguez-Gonzalez, Maria Elena Lopez-Martin, Francisco Jose Ares-Pena:
Multiple Solutions Starting from Real Shaped Beams in Equispaced Linear Arrays. Sensors 21(1): 62 (2021) - Aaron Angel Salas-Sanchez, Cibrán López-Álvarez, Juan Antonio Rodriguez-Gonzalez, Maria Elena Lopez-Martin, Francisco Jose Ares-Pena:
An Improved Pattern Synthesis Iterative Method in Planar Arrays for Obtaining Efficient Footprints with Arbitrary Boundaries. Sensors 21(7): 2358 (2021) - Juan Antonio Sánchez-Sáez, Javier Sánchez-Sánchez, Alejandro Martínez-Rodríguez, Jose Luis Felipe, Jorge Garcia-Unanue, Daniel Lara-Cobos:
Global Positioning System Analysis of Physical Demands in Elite Women's Beach Handball Players in an Official Spanish Championship. Sensors 21(3): 850 (2021) - Miguel Tradacete, Carlos Santos, José Antonio Jiménez, Francisco J. Rodríguez, Pedro Martín, Enrique Santiso, Miguel Gayo:
Turning Base Transceiver Stations into Scalable and Controllable DC Microgrids Based on a Smart Sensing Strategy. Sensors 21(4): 1202 (2021) - David Peer, Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez:
conflicting_bundle.py - A python module to identify problematic layers in deep neural networks. Softw. Impacts 7: 100053 (2021) - Josef Gugglberger, David Peer, Antonio Jose Rodríguez-Sánchez:
Training Deep Capsule Networks with Residual Connections. ICANN (1) 2021: 541-552 - Julieta Sanchez-García, Román Rodríguez-Aguilar, Jose Antonio Marmolejo Saucedo:
Electric Vehicles as Distributed Micro Generation Using Smart Grid for Decision Making: Brief Literature Review. ICO 2021: 981-991 - José Antonio Marmolejo-Saucedo, Román Rodríguez-Aguilar, Uriel Abel Romero Perea, Manuel Garrido Vaqueiro, Regina Robredo Hernandez, Fernando Sanchez Ramirez, Ana Paula Martinez:
Improving a Manufacturing Process using Recursive Artificial Intelligence. APMS (4) 2021: 266-275 - David Peer, Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez:
Conflicting Bundles: Adapting Architectures Towards the Improved Training of Deep Neural Networks. WACV 2021: 256-265 - Matteo Saveriano, Erwan Renaudo, Antonio Jose Rodríguez-Sánchez, Justus H. Piater:
Human-Friendly Robotics 2020 - 13th International Workshop, HFR 2020, Innsbruck, Austria, October 2020. Springer Proceedings in Advanced Robotics 18, Springer 2021, ISBN 978-3-030-71355-3 [contents]