Personal Information
Stalin Munoz Gutierrez
Since 1999 I’ve been involved in several research projects spanning symbolic and sub-symbolic artificial intelligence techniques to applied engineering and biology problems. I hold a computing engineering degree from UNAM, Mexico, and a master’s degree in complexity sciences from UACM, Mexico. I am currently pursuing a Doctorate degree at the Institute of Software Technology, TU Graz. For my doctoral studies, I work on execution monitoring for cognitive robotics within the project “Dependable Internet of Things in Adverse Environments”. My research interests include Artificial Intelligence, Computational Biology, Complexity Sciences, and Robotics.
Publications
Data-Driven Diagnosis of Electrified Vehicles: Results from a Structured Literature Review
Transformer-Based Signal Inference for Electrified Vehicle Powertrains
A Model-based diagnosis integrated architecture for dependable autonomous robots
34th International Workshop on Principles of Diagnosis (DX’23)
Model-Based Diagnosis for Autonomous Robots
The Need for a Meta-Architecture for Robot Autonomy
Proceedings of the Second Workshop on Agents and Robots for Reliable Engineered Autonomy
81-97
Generating Reactive Robots' Behaviors using Genetic Algorithms
ICAART 2021 - Proceedings of the 13th International Conference on Agents and Artificial Intelligence
698-707
Diagnosis of hidden faults in the RCLL
32nd International Workshop on Principle of Diagnosis
Antifragility Predicts the Robustness and Evolvability of Biological Networks through Multi-Class Classification with a Convolutional Neural Network
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