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Recent Submissions
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Panel: Software development methods in the IoT-laden, AI/ML-driven era
(Institute of Electrical and Electronics Engineers (IEEE), 2022)
Conference report
Restricted access - publisher's policyThe growing of Internet of Things (IoT) driven with rapid advances in Artificial Intelligence (AI) with special emphasis in Machine Learning (ML) techniques herald a new era of software systems. As we enter this new era ... -
Relating real and synthetic social networks through centrality measures
(Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2022)
Conference report
Open AccessWe perform here a comparative study on the behaviour of real and synthetic social networks with respect to a selection of nine centrality measures. Some of them are topology based (degree, closeness, betweenness), while ... -
A reinforcement learning path planning approach for range-only underwater target localization with autonomous vehicles
(Institute of Electrical and Electronics Engineers (IEEE), 2022)
Conference report
Open AccessUnderwater target localization using range-only and single-beacon (ROSB) techniques with autonomous vehicles has been used recently to improve the limitations of more complex methods, such as long baseline and ultra-short ... -
Testing reinforcement learning explainability methods in a multi-agent cooperative environment
(IOS Press, 2022)
Conference report
Open AccessThe adoption of algorithms based on Artificial Intelligence (AI) has been rapidly increasing during the last years. However, some aspects of AI techniques are under heavy scrutiny. For instance, in many cases, it is not ... -
Focus and bias: will it blend?
(IOS Press, 2022)
Conference report
Open AccessOne direct application of explainable AI feature attribution methods is to be used for detecting unwanted biases. To do so, domain experts typically have to review explained inputs, checking for the presence of unwanted ... -
Optimizing online time-series data imputation through case-based reasoning
(IOS Press, 2022)
Conference report
Open AccessWhen working with Intelligent Decision Support Systems (IDSS), data quality could compromise decisions and therefore, an undesirable behaviour of the supported system. In this paper, a novel methodology for time-series ... -
Long short-term memory to predict 3D amino acids positions in GPCR molecular dynamics
(IOS Press, 2022)
Conference report
Open AccessG-Protein Coupled Receptors (GPCRs) are a big family of eukaryotic cell transmembrane proteins, responsible for numerous biological processes. From a practical viewpoint around 34% of the drugs approved by the US Food and ... -
Deep Air: A smart city AI synthetic data digital twin solving the scalability data problems
(IOS Press, 2022)
Conference report
Open AccessCities are becoming data-driven, re-engineering their processes to adapt to dynamically changing needs. A.I. brings new capabilities, effectively enlarging the space of policy interventions that can be explored and applied. ... -
Automatic vehicle counting area creation based on vehicle deep learning detection and DBSCAN
(Institute of Electrical and Electronics Engineers (IEEE), 2022)
Conference report
Open AccessDeep learning and high-performance computing have augmented and speed-up the scope of video-based vehicles' massive counting. The automatic vehicle counts result from the detection and tracking of the vehicles in certain ... -
Obstruction level detection of sewers videos using convolutional neural networks
(International journal of structural and civil engineering research (IJSCER), 2021)
Conference report
Open AccessWorldwide, sewer networks are designed to transport wastewater to a centralized treatment plant to be treated and returned to the environment. This is a critical process for preventing waterborne illnesses, providing safe ... -
Results and lessons learned from the Barcelona ZeroG Challenge
(International Astronautical Federation, 2022)
Conference lecture
Restricted access - publisher's policy -
Assessment of the immune cell counting obtained from human peripheral blood after a parabolic flight
(International Astronautical Federation, 2022)
Conference lecture
Restricted access - publisher's policy
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