Artículos (Lenguajes y Sistemas Informáticos)
Recent Submissions
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A new approach based on association rules to add explainability to time series forecasting models
(ScienceDirect, 2023)Machine learning and deep learning have become the most useful and powerful tools in the last years to mine information ...
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Editorial: web and database technologies in business solutions
(Inderscience, 2004) -
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XI Jornadas de Ingeniería del Software y Bases de Datos, JISBD’2006
(IEEE, 2007-07)La presente edición de IEEE América Latina corresponde con una selección de los mejores trabajos presentados en la undécima ...
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Presentación: Minería de Datos
(Asociación Española para la Inteligencia Artificial, 2006)La Minería de Datos ha experimentado en los últimos años una notable explosión de interés tanto en ámbitos académicos ...
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Semi-wrapper feature subset selector for feed-forward neural networks: Applications to binary and multi-class classification problems
(ScienceDirect, 2019-08-11)This paper explores widely the data preparation stage within the process of knowledge discovery and data mining via feature ...
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Projection-based measure for efficient feature selection
(IOS Press, 2002-12-01)The attribute selection techniques for supervised learning, used in the preprocessing phase to emphasize the most relevant ...
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Método de inducción de reglas de clasificación oblicuas mediante un algoritmo evolutivo
(Universidad Autónoma de Bucaramanga, 2002-06-01)En este artículo presentamos un nuevo método, de nominado OBLIC, para inducción de reglas de clasificación oblicuas no ...
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Merging subsets of attributes to improve a hybrid consistency-based filter: a case of study in product unit neural networks
(Taylor and Francis, 2016)This paper presents a quality enhancement of the selected features by a hybrid filter-based jointly on feature ranking and ...
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Finding Defective Software Modules by Means of Data Mining Techniques
(IEEE, 2009-07)The characterization of defective modules in software engineering remains a challenge. In this work, we use data mining ...
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Filter‑based feature selection in the context of evolutionary neural networks in supervised machine learning
(Springer, 2020)This paper presents a workbench to get simple neural classifcation models based on product evolutionary networks via a ...
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Enhancing object detection for autonomous driving by optimizing anchor generation and addressing class imbalance
(ScienceDirect, 2021-08-18)Object detection has been one of the most active topics in computer vision for the past years. Recent works have mainly ...
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Data Mining for the Management of Software Development Process
(World Scientific Publishing Company, 2004)In this paper we present a new method for the application of data mining tools on the management phase of software development ...
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Application of fuzzy logic and data mining techniques as tools for qualitative interpretation of acid mine drainage processes
(Springer, 2007-01-24)In this article, a set of clustering algorithms based on Fuzzy Logic and Data Mining are applied, allowing to obtain data ...
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Analysis of environmental thresholds for runoff and erosion through qualitative reasoning methods
(WITPress, 2001)Qualitative reasoning methods have proven useful to extract qualitative information from quantitative data in a wide ...
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A comparison of effort estimation methods for 4GL programs: experiences with Statistics and Data Mining
(World Scientific Publishing Company, 2006)This paper presents an empirical study analysing the relationship between a set of metrics for Fourth–Generation Languages ...
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SLA‑aware operational efciency in AI‑enabled service chains: challenges ahead
(Springer, 2022-01-28)Service providers compose services in service chains that require deep integration of core operational information systems ...
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Priorización de casos de prueba: Avances y retos
(ATI: Asociación de técnicos de Informática, 2013)La priorización de pruebas consiste en establecer un orden de ejecución para los casos de prueba que permita alcanzar un ...
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Multi-Agent System Product Lines: Challenges and Benefits
(ACM, 2006-12) -
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Hacia un análisis centrado en el cliente de la disponibilidad en IaaS
(Asociación de Técnicos de Informática (ATI), 2015)La disponibilidad es una propiedad presente en los Acuerdos de Nivel de Servicios (ANSs) de la mayoría de servicios de ...
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An MDA Proposal To Integrate the Measurement Lifecycle Into the Process Lifecycle
(River Publishers, 2021-10-22)Measuring the Software Development Process (SDP) supports organizations in their endeavor to understand, manage, and improve ...