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Mostrando ítems 71-79 de 79
Ponencia
On the performance of deep learning models for time series classification in streaming
(Springer, 2020)
Processing data streams arriving at high speed requires the development of models that can provide fast and accurate predictions. Although deep neural networks are the state-of-the-art for many machine learning tasks, ...
Ponencia
Evaluation of the transformer architecture for univariate time series forecasting
(Springer, 2021)
The attention-based Transformer architecture is earning in- creasing popularity for many machine learning tasks. In this study, we aim to explore the suitability of Transformers for time series forecasting, which is a ...
Ponencia
Pruebas de Mutación de Caja Negra para APIs Web
(SISTEDES: Sociedad de Ingeniería de Software y Tecnologías de Desarrollo de Software, 2021-09-22)
Las Interfaces de Programación de Aplicaciones (APIs) web desempeñan un papel clave en la integración de aplicaciones, por lo que validar su correcto funcionamiento resulta crucial. La mayoría de técnicas de generación ...
Ponencia
Configuration assisted through conversational agents (chatbots and voicebots)
(Università degli Studi di Padova, 2020)
Ponencia
Music at BNCC and the possibilities of applying Computational Thinking using Scratch
(Sociedade Brasileira de Computação, 2021-11)
Music is a very favorable field of knowledge for the development of creativity. With this in mind, this paper presents results of investigate the role of music in the school curriculum in the three stages of Brazilian ...
Ponencia
Descubrimiento de procesos a partir de logs de eventos en el contexto de RPA: ¿En qué se basan las decisiones?
(Sociedad de Ingeniería de Software y Tecnologías de Desarrollo de Software (SISTEDES), 2021)
La Automatización Robótica de Procesos (RPA) ha ganado especial atención en los últimos años tanto en la industria como en la academia. RPA surge como una forma de automatizar tareas humanas mundanas y repetitivas. En ...
Ponencia
Functional Testing of Conflict Detection and Diagnosis Tools in Feature Model Configuration: A Test Suite Design
(Università degli Studi di Padova, 2020)
Ponencia
Monte Carlo Simulations for Variability Analyses in Highly Configurable Systems
(CEUR Workshop Proceedings (CEUR-WS.org), 2021)
Highly configurable systems expose numerous variation points to be configured by the stakeholders. Deciding which variant to select for a given variation point is hard to know a priori because each variant affects the ...
Ponencia
RESTest: Black-Box Constraint-Based Testing of RESTful Web APIs
(Springer, 2020)
Automated testing approaches for RESTful web APIs typi cally follow a black-box strategy, where test cases are derived from the API specification. These techniques show promising results, but they neglect constraints ...