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A deep-learning approach to mining conditions
(ScienceDirect, 2020-04)
A condition is a constraint that determines when a consequent holds. Mining them in text is paramount to understand many sentences properly. In the literature, there are a few pattern-based proposals that fall short regarding ...
Ponencia
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Discovering Spatio-Temporal Patterns in Precision Agriculture Based on Triclustering
(Springer, 2020)
Agriculture has undergone some very important changes over the last few decades. The emergence and evolution of precision agri culture has allowed to move from the uniform site management to the site-specific management, ...
Ponencia
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Beyond the Hype: RPA Horizon for Robot-Human Interaction
(Springer, 2020)
Medium and big organizations have embraced RPA in the last years bringing to light the high maturity of the technology. Current trends are towards including “human-in-the-loop” which promotes efficient ways for robot-human ...
Artículo
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Performance mutation testing
(Wiley, 2021)
Performance bugs are known to be a major threat to the success of software products. Performance tests aim to detect performance bugs by executing the program through test cases and checking whether it exhibits a noticeable ...
Ponencia
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Virtual environment for evaluating the QoS of distributed mobile applications
(IEEE Computer Society, 2021)
The increasing capabilities of end devices has led to a wider distribution of the computation and the massive deployment of distributed mobile applications. The success of these applications is highly dependent on the ...
Capítulo de Libro
Artículo
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A data mining based clinical decision support system for survival in lung cancer
(Via Médica Journals, 2021)
Background: A clinical decision support system (CDSS) has been designed to predict the outcome (overall survival) by extracting and analyzing information from routine clinical activity as a complement to clinical guidelines ...
Artículo
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Open Source Adoption Factors-A Systematic Literature Review
(IEEE Computer Society, 2020)
Nowadays, Free/Libre/OpenSource Software (FLOSS) is becoming a strategic option for many organizations in the public and the private sector. The lack of well defined guidelines for IT managers may jeopardize the FLOSS ...
Artículo
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An encoder–decoder approach to mine conditions for engineering textual data
(ScienceDirect, 2020-05)
Data engineering seeks to support artificial intelligence processes that extract knowledge from raw data. Many such data are rendered in natural language from which entity-relation extractors extract facts and opinion ...
Artículo
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Empowering conformance checking using Big Data through horizontal decomposition
(Elsevier, 2021)
Conformance checking unleashes the full power of process mining: techniques from this discipline enable the analysis of the quality of a process model through the discovery of event data, the identification of potential ...