Rafael Rosales

According to our database, Rafael Rosales authored at least 22 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Exploring Resiliency to Natural Image Corruptions in Deep Learning using Design Diversity.

Rafael Rosales, Pablo Munoz, Michael Paulitsch

CoRR, 2023

Evaluation of Confidence-based Ensembling in Deep Learning Image Classification.

Rafael Rosales, Peter T. Popov, Michael Paulitsch

CoRR, 2023

A hierarchical AI-based control plane solution for multi-technology deterministic networks.

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, Giacomo Bernini

Proceedings of the Twenty-fourth International Symposium on Theory, 2023

Assessing the Impact of Diversity on the Resilience of Deep Learning Ensembles: A Comparative Study on Model Architecture, Output, Activation, and Attribution.

Rafael Rosales, Pablo Munoz, Michael Paulitsch

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

BEA: Revisiting anchor-based object detection DNN using Budding Ensemble Architecture.

Syed Sha Qutub, Neslihan Köse Cihangir, Rafael Rosales, Michael Paulitsch, Korbinian Hagn, Florian Geissler, Yang Peng, Gereon Hinz, Alois C. Knoll

Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022

A mixture model for determining SARS-Cov-2 variant composition in pooled samples.

Renan Valieris, Rodrigo D. Drummond, Alexandre Defelicibus, Emmanuel Dias-Neto, Rafael Rosales, Israel T. da Silva

Bioinform., 2022

2021

Composable Finite State Machine-based Modeling for Quality-of-Information-aware Cyber-physical Systems.

Rafael Rosales, Michael Paulitsch

ACM Trans. Cyber Phys. Syst., 2021

2020

AI and Reliability Trends in Safety-Critical Autonomous Systems on Ground and Air.

Jyotika Athavale, Andrea Baldovin, Ralf Graefe, Michael Paulitsch, Rafael Rosales

Proceedings of the 50th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2020

2018

Actor-Oriented Design Patterns for Performance Modeling of Wireless Communications in Cyber-physical Systems.

Rafael Rosales, Wael Guibène, German Fabila Garcia

Proceedings of the 14th ACM International Symposium on QoS and Security for Wireless and Mobile Networks, 2018

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

PhD thesis, 2017

signeR: an empirical Bayesian approach to mutational signature discovery.

Rafael Rosales, Rodrigo D. Drummond, Renan Valieris, Emmanuel Dias-Neto, Israel T. da Silva

Bioinform., 2017

2016

Multi-objective design space exploration for the optimization of the HEVC mode decision process.

Christian Herglotz, Rafael Rosales, Michael Glaß, Jürgen Teich, André Kaup

Proceedings of the 2016 Picture Coding Symposium, 2016

Exploration of Power Domain Partitioning for Application-Specific SoCs in System-Level Design.

Bo Wang, Yang Xu, Ralph Hasholzner, Christian Drewes, Rafael Rosales, Sebastian Graf, Joachim Falk, Michael Glaß, Jürgen Teich

Proceedings of the 19th GI/ITG/GMM Workshop Methoden und Beschreibungssprachen zur Modellierung und Verifikation von Schaltungen und Systemen, 2016

Analysis and Exploitation of CTU-Level Parallelism in the HEVC Mode Decision Process Using Actor-Based Modeling.

Rafael Rosales, Christian Herglotz, Michael Glaß, André Kaup, Jürgen Teich

Proceedings of the Architecture of Computing Systems - ARCS 2016, 2016

2014

MAESTRO - Holistic Actor-Oriented Modeling of Nonfunctional Properties and Firmware Behavior for MPSoCs.

Rafael Rosales, Michael Glaß, Jürgen Teich, Bo Wang, Yang Xu, Ralph Hasholzner

ACM Trans. Design Autom. Electr. Syst., 2014

Identification of chromosomal translocation hotspots via scan statistics.

Israel T. da Silva, Rafael Rosales, Adriano J. Holanda, Michel C. Nussenzweig, Mila Jankovic

Bioinform., 2014

End-to-end power estimation for heterogeneous cellular LTE SoCs in early design phases.

Bo Wang, Yang Xu, Ralph Hasholzner, Rafael Rosales, Michael Glaß, Jürgen Teich

Proceedings of the 24th International Workshop on Power and Timing Modeling, 2014

Mahler: Sketch-Based Model-Driven Virtual Prototyping.

Rafael Rosales, Michael Glaß, Jürgen Teich

Proceedings of the Architecture of Computing Systems - ARCS 2014, 2014

2013

On robust task-accurate performance estimation.

Yang Xu, Bo Wang, Ralph Hasholzner, Rafael Rosales, Jürgen Teich

Proceedings of the 50th Annual Design Automation Conference 2013, 2013

On Confident Task-Accurate Performance Estimation.

Yang Xu, Bo Wang, Rafael Rosales, Ralph Hasholzner, Jürgen Teich

Proceedings of the Architecture of Computing Systems - ARCS 2013, 2013

2012

A Very Fast and Quasi-accurate Power-State-Based System-Level Power Modeling Methodology.

Yang Xu, Rafael Rosales, Bo Wang, Martin Streubühr, Ralph Hasholzner, Christian Haubelt, Jürgen Teich

Proceedings of the Architecture of Computing Systems - ARCS 2012 - 25th International Conference, Munich, Germany, February 28, 2012

2011

ESL power and performance estimation for heterogeneous MPSOCS using SystemC.

Martin Streubühr, Rafael Rosales, Ralph Hasholzner, Christian Haubelt, Jürgen Teich

Proceedings of the 2011 Forum on Specification & Design Languages, 2011