Rafael Rosales

30 papers A* 1A 1B 1C 3Misc 1Journal 11Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	Misc	`conf`	Ai-Enhanced Seamless Handover in Wi-Fi Networks With Multi-Link Management. SoftCOM Elena Ferrari, Dave A. T. Cavalcanti, Valerio Frascolla, Rafael Rosales
2025	J	`jnl`	Diverse LLMs or Diverse Question Interpretations? That is the Ensembling Question. CoRR Rafael Rosales, Santiago Miret
2025	J	`jnl`	Experimentation on A Wireless Multi-Domain Deterministic Network: The SLICES-Madrid Approach. IEEE Commun. Mag. David Rico-Menendez, Pablo Picazo-Martínez, Carlos Barroso-Fernández, Alejandro Calvillo-Fernandez, Constantine Ayimba, Antonio de la Oliva, Carlos J. Bernardos, Susruth Sudhakaran, Rafael Rosales, Dave Cavalcanti
2025	—	`conf`	Multi-Parameter Machine Learning Enhanced Wi-Fi Handover in Dynamic Trajectory Simulations. CSCN Elena Ferrari, Dave Cavalcanti, Valerio Frascolla, Rafael Rosales
2024	—	`conf`	Standardisation Assessment of a Digital Twin-Based Multi-Domain Deterministic Communications System. GLOBECOM (Workshops) Sebastian Robitzsch, Antonio de la Oliva, Carla-Fabiana Chiasserini, Claudio Ettore Casetti, Fernando Agraz, Giada Landi, Luis M. Contreras, Péter Szilágyi, Pietro G. Giardina, Rafael Rosales, Salvatore Spadaro, Valerio Frascolla
2024	C	`conf`	Wireless Network Digital Twin Calibrated by Real Time Telemetry and XR Feedback Interface. WFCS Susruth Sudhakaran, Javier Perez-Ramirez, Dave Cavalcanti, Cosmin Cazan, Nicholas Olson, Rafael Rosales, Valerio Frascolla
2023	B	`conf`	A hierarchical AI-based control plane solution for multi-technology deterministic networks. MobiHoc Pietro G. Giardina, Péter Szilágyi, Carla-Fabiana Chiasserini, Jose Luis Carcel, Luis Velasco, Salvatore Spadaro, Fernando Agraz, Sebastian Robitzsch, Rafael Rosales, Valerio Frascolla, Roya Doostnejad, Alejandro Calvillo-Fernandez, Giacomo Bernini
2023	—	`conf`	Assessing the Impact of Diversity on the Resilience of Deep Learning Ensembles: A Comparative Study on Model Architecture, Output, Activation, and Attribution. ICCV (Workshops) Rafael Rosales, Pablo Munoz, Michael Paulitsch
2023	A	`conf`	BEA: Revisiting anchor-based object detection DNN using Budding Ensemble Architecture. BMVC Syed Sha Qutub, Neslihan Köse Cihangir, Rafael Rosales, Michael Paulitsch, Korbinian Hagn, Florian Geissler, Yang Peng, Gereon Hinz, Alois C. Knoll
2023	J	`jnl`	BEA: Revisiting anchor-based object detection DNN using Budding Ensemble Architecture. CoRR Syed Sha Qutub, Neslihan Kose, Rafael Rosales, Michael Paulitsch, Korbinian Hagn, Florian Geissler, Yang Peng, Gereon Hinz, Alois Knoll
2023	J	`jnl`	Evaluation of Confidence-based Ensembling in Deep Learning Image Classification. CoRR Rafael Rosales, Peter T. Popov, Michael Paulitsch
2023	J	`jnl`	Exploring Resiliency to Natural Image Corruptions in Deep Learning using Design Diversity. CoRR Rafael Rosales, Pablo Munoz, Michael Paulitsch
2023	J	`jnl`	Relating mutational signature exposures to clinical data in cancers via signeR 2.0. BMC Bioinform. Rodrigo D. Drummond, Alexandre Defelicibus, Mathilde Meyenberg, Renan Valieris, Emmanuel Dias-Neto, Rafael Rosales, Israel Tojal da Silva
2022	J	`jnl`	A mixture model for determining SARS-Cov-2 variant composition in pooled samples. Bioinform. Renan Valieris, Rodrigo D. Drummond, Alexandre Defelicibus, Emmanuel Dias-Neto, Rafael Rosales, Israel T. da Silva
2021	J	`jnl`	Composable Finite State Machine-based Modeling for Quality-of-Information-aware Cyber-physical Systems. ACM Trans. Cyber Phys. Syst. Rafael Rosales, Michael Paulitsch
2020	—	`conf`	AI and Reliability Trends in Safety-Critical Autonomous Systems on Ground and Air. DSN Workshops Jyotika Athavale, Andrea Baldovin, Ralf Graefe, Michael Paulitsch, Rafael Rosales
2018	—	`conf`	Actor-Oriented Design Patterns for Performance Modeling of Wireless Communications in Cyber-physical Systems. Q2SWinet@MSWiM Rafael Rosales, Wael Guibène, German Fabila Garcia
2017	—	`—`	Holistic Actor-Oriented Modeling of Embedded Systems for ESL Power Consumption Evaluation (Ganzheitliche Aktor-orientierte Modellierung von eingebetteten Systemen zur Einschätzung des Leistungsverbrauchs auf Systemebene) Rafael Rosales
2017	J	`jnl`	signeR: an empirical Bayesian approach to mutational signature discovery. Bioinform. Rafael Rosales, Rodrigo D. Drummond, Renan Valieris, Emmanuel Dias-Neto, Israel T. da Silva
2016	—	`conf`	Analysis and Exploitation of CTU-Level Parallelism in the HEVC Mode Decision Process Using Actor-Based Modeling. ARCS Rafael Rosales, Christian Herglotz, Michael Glaß, André Kaup, Jürgen Teich
2016	—	`conf`	Exploration of Power Domain Partitioning for Application-Specific SoCs in System-Level Design. MBMV Bo Wang, Yang Xu, Ralph Hasholzner, Christian Drewes, Rafael Rosales, Sebastian Graf, Joachim Falk, Michael Glaß, Jürgen Teich
2016	C	`conf`	Multi-objective design space exploration for the optimization of the HEVC mode decision process. PCS Christian Herglotz, Rafael Rosales, Michael Glaß, Jürgen Teich, André Kaup
2014	—	`conf`	End-to-end power estimation for heterogeneous cellular LTE SoCs in early design phases. PATMOS Bo Wang, Yang Xu, Ralph Hasholzner, Rafael Rosales, Michael Glaß, Jürgen Teich
2014	J	`jnl`	Identification of chromosomal translocation hotspots via scan statistics. Bioinform. Israel T. da Silva, Rafael Rosales, Adriano J. Holanda, Michel C. Nussenzweig, Mila Jankovic
2014	J	`jnl`	MAESTRO - Holistic Actor-Oriented Modeling of Nonfunctional Properties and Firmware Behavior for MPSoCs. ACM Trans. Design Autom. Electr. Syst. Rafael Rosales, Michael Glaß, Jürgen Teich, Bo Wang, Yang Xu, Ralph Hasholzner
2014	—	`conf`	Mahler: Sketch-Based Model-Driven Virtual Prototyping. ARCS Rafael Rosales, Michael Glaß, Jürgen Teich
2013	—	`conf`	On Confident Task-Accurate Performance Estimation. ARCS Yang Xu, Bo Wang, Rafael Rosales, Ralph Hasholzner, Jürgen Teich
2013	A*	`conf`	On robust task-accurate performance estimation. DAC Yang Xu, Bo Wang, Ralph Hasholzner, Rafael Rosales, Jürgen Teich
2012	—	`conf`	A Very Fast and Quasi-accurate Power-State-Based System-Level Power Modeling Methodology. ARCS Yang Xu, Rafael Rosales, Bo Wang, Martin Streubühr, Ralph Hasholzner, Christian Haubelt, Jürgen Teich
2011	C	`conf`	ESL power and performance estimation for heterogeneous MPSOCS using SystemC. FDL Martin Streubühr, Rafael Rosales, Ralph Hasholzner, Christian Haubelt, Jürgen Teich