Browsing by Author "Maldonado, Sebastián"
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Item Analytics-driven complaint prioritisation via deep learning and multicriteria decision-makingVairetti, Carla; Aránguiz, Ignacio; Maldonado, Sebastián; Karmy, Juan Pablo; Leal, AlonsoItem The Cobb-Douglas Learning MachineMaldonado, Sebastián; López, Julio; Carrasco, MiguelItem Credit scoring using three-way decisions with probabilistic rough setsMaldonado, Sebastián; Peters, Georg; Weber, RichardItem Dealing with Class Imbalance in Uplift Modeling-Efficient Data Preprocessing via Oversampling and MatchingVairetti, Carla; José Marfán, María; Maldonado, SebastiánItem Deep learning-based system for automated staging of lower molar maturationBiskupovic, Fernando; Rosenberg, Flavia; Searle, Luz María; Ramírez, Pamela; Larrañaga, María Jesús; Maldonado, Sebastián; Vairetti, Carla; Oyonarte, RodrigoItem Designing employee benefits to optimize turnover: A prescriptive analytics approachLatorre, Paolo; López-Ospina, Héctor; Maldonado, Sebastián; Guevara, C. Angelo; Pérez, JuanItem Efficient hybrid oversampling and intelligent undersampling for imbalanced big data classificationVairetti, Carla; Assadi, José Luis; Maldonado, SebastiánItem Efficient n-gram construction for text categorization using feature selection techniquesGarcía, Maximiliano; Maldonado, Sebastián; Vairetti, CarlaItem Enhancing environmental governance: A text-based artificial intelligence approach for project evaluation involvementLeal, Alonso; Maldonado, Sebastián; Martínez, José Ignacio; Bertazzo, Silvia; Quijada, Sergio; Vairetti, CarlaItem Enhancing the classification of social media opinions by optimizing the structural informationVairetti, Carla; Martínez-Cámara, Eugenio; Maldonado, Sebastián; Luzón, Victoria; Herrera, FranciscoItem Explainable AI for Operational Research: a defining framework, methods, applications, and a research agendaDe Bock, Koen W.; Coussement, Kristof; Caigny, Arno De; S?owi?ski, Roman; Baesens, Bart; Boute, Robert N.; Choi, Tsan Ming; Delen, Dursun; Kraus, Mathias; Lessmann, Stefan; Maldonado, Sebastián; Martens, David; Óskarsdóttir, María; Vairetti, Carla; Verbeke, Wouter; Weber, RichardItem FW-SMOTE: A feature-weighted oversampling approach for imbalanced classificationMaldonado, Sebastián; Vairetti, Carla; Fernandez, Alberto; Herrera, FranciscoItem Improving debt collection via contact center information: A predictive analytics frameworkSánchez, Catalina; Maldonado, Sebastián; Vairetti, CarlaItem Improving incentive policies to salespeople cross-sells: a cost-sensitive uplift modeling approachVairetti, Carla; Vargas, Raimundo; Sánchez, Catalina; García, Andrés; Armelini, Guillermo; Maldonado, SebastiánItem Mining sequences in activities for time use analysisRosales-Salas, Jorge; Maldonado, Sebastián; Seret, AlexItem Mitigating the effect of dataset shift in clusteringMaldonado, Sebastián; Saltos, Ramiro; Vairetti, Carla; Delpiano, JoséItem Multiclass models for nonlinear classification via nonparallel hyperplane support vector machineCarrasco, Miguel; Vairetti, Carla; López, Julio; Maldonado, SebastiánItem One-step learning algorithm selection for classification via convolutional neural networksMaldonado, Sebastián; Vairetti, Carla; Figueroa, IgnacioItem OWAdapt: an adaptive loss function for deep learning using OWA operatorsMaldonado, Sebastián; Vairetti, Carla; Jara, Katherine; Carrasco, Miguel; López, JulioItem Pooling information across levels in hierarchical time series forecasting via Kernel methodsKarmy, Juan Pablo; López, Julio; Maldonado, Sebastián