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Using Data Mining Techniques to Solve the Web Classification Problem in Real Scenarios
The following thesis describes an investigation that aims to solve the web classification problem with real scenarios. The main motivation of the project is to be able to fully automate the testing of different types of ...
Evolutionary model trees for handling continuous classes in machine learning
(ELSEVIER SCIENCE INC, 2011)
Model trees are a particular case of decision trees employed to solve regression problems. They have the advantage of presenting an interpretable output, helping the end-user to get more confidence in the prediction and ...
Aplicação de técnicas espectroscópicas e métodos de modelagem de classe na discriminação geográfica de grãos de café verde da região do Cerrado Mineiro
(Universidade Federal de Minas GeraisBrasilICX - DEPARTAMENTO DE QUÍMICAPrograma de Pós-Graduação em QuímicaUFMG, 2022-03-22)
Coffee is one of the most consumed, appreciated beverages in the world. In the economic context, the raw material is widely relevant for Brazil, especially Minas Gerais. With the technological advance and improvement in ...
Model-reduction techniques for reliability-based design problems of complex structural systems
(2016)
This work presents a strategy for dealing with reliability-based design problems of a class of linear and nonlinear finite element models under stochastic excitation. In general, the solution of this class of problems is ...
Volume prediction through form factor and regression models by age class for Pinus taeda L.
(Universidade Federal de Mato Grosso, 2018)
Traceability of soybeans produced in Argentina based on their trace element profiles
(John Wiley & Sons Ltd, 2020-06)
Soybean (Glycine max (L.) Merril) is a popular foodstuff and crop plant, used in human and animal food. In this work, multielement analysis of soybean grains samples in combination with chemometric tools was used to classify ...
The application of preprocessing and cutting plane techniques for a class of production planning problems
(Kluwer Academic Publ, 1998-12-01)
This paper investigates properties of integer programming models for a class of production planning problems. The models are developed within a decision support system to advise a sales team of the products on which to ...
A randomized clinical trial of class II composite restorations using direct and semidirect techniques
(2019-01-01)
Objective: This prospective study evaluated the clinical performance of large class II restorations made with different techniques over 24 months. Materials and methods: Thirty patients received two class II restorations ...
Pinning-depinning transition in a stochastic growth model for the evolution of cell colony fronts in a disordered medium
(American Physical Society, 2016-11)
We study a stochastic lattice model for cell colony growth, which takes into account proliferation, diffusion, and rotation of cells, in a culture medium with quenched disorder. The medium is composed both by sites that ...