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Ponencia
An Innovative Methodology to Optimize Aerospace Eco-efficiency Assembly Processes
(Springer, 2020)
Sustainability and eco-efficiency have been researched in multiple scientific papers since the last years. However the literature is not so abundant when applying those concepts to industrial assembly processes. This ...
Ponencia
Humans, Processes and Robots: A Journey to Hyperautomation
(Springer, 2021)
Automating business processes is one of the most recurrent topics in indus tries, independent of its digital orientation. Competitiveness pushes companies to deliver their products or services efficiently and effectively. ...
Ponencia
Deep Learning-Based Approach for Sleep Apnea Detection Using Physiological Signals
(Springer Link, 2023-09)
This paper explores the use of deep learning techniques for detecting sleep apnea. Sleep apnea is a common sleep disorder characterized by abnormal breathing pauses or infrequent breathing during sleep. The current standard ...
Ponencia
Variability-aware data migration tool
(ACM: Association for Computing Machinery, 2022)
Relational databases are widely present in the development of soft ware applications. A typical implementation can be seen in content management systems found on most websites. However, the migra tion of database structure ...
Ponencia
Feature-Aware Drop Layer (FADL): A Nonparametric Neural Network Layer for Feature Selection
(SpringerLink, 2022)
Neural networks have proven to be a good alternative in application fields such as healthcare, time-series forecasting and artificial vision, among others, for tasks like regression or classification. Their potential has ...
Ponencia
Productivity Challenges in Digital Transformation and its Implications for Workstream Collaboration Tools.
(University of Hawai'i, 2021)
Digital transformation has brought an unprecedented pace of change and a huge amount of information available for businesses. At the same time, it has also created a number of difficulties for knowledge workers that ...
Ponencia
BRANCH: an ASP systems benchmark for resource allocation in business processes
(CEUR Workshop Proceedings (CEUR-WS.org), 2021)
The goal of BRANCH is to benchmark Answer Set Programming (ASP) systems to test their performance when dealing with the task of automatically allocating resources to business process activities. Like many other scheduling ...
Ponencia
A NLP-Oriented Methodology to Enhance Event Log Quality
(Springer, 2021)
The quality of event logs is a crucial cornerstone for the feasibility of the application of later process mining techniques. The wide variety of data that can be included in an event log refer to information about the ...
Ponencia
AIRPA: An Architecture to Support the Execution and Maintenance of AI-Powered RPA Robots
(Springer, 2021)
Robotic Process Automation (RPA) has quickly evolved from automating simple rule-based tasks. Nowadays, RPA is required to mimic more sophisticated human tasks, thus implying its combina tion with Artificial Intelligence ...
Ponencia
Uniform and scalable SAT-sampling for configurable systems
(Association for Computing Machinery (ACM), 2020)
Several relevant analyses on configurable software systems remain intractable because they require examining vast and highly-constrained configuration spaces. Those analyses could be addressed through statistical inference, ...