Exploració per autor "Escudero Bakx, Gerard"
Ara es mostren els items 1-20 de 26
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Applying automatic methods for the construction of multilingual WordNets
(1998-02)
Report de recerca
Accés obert -
Boosting applied to word sense disambiguation
(2000-01)
Report de recerca
Accés obertIn this paper we apply Schapire and Singer's AdaBoost.MH boosting algorithm to the Word Sense Disambiguation (WSD) problem. Initial experiments on a set of 15 selected polysemous words show that the boosting approach ... -
Converting the Enciclopedia Catalana bilingual MRD to an MTD
(1998-02)
Report de recerca
Accés obert -
Data-driven soft-sensors for online monitoring of batch processes with different initial conditions
(Pergamon Press, 2018-10-04)
Article
Accés obertA soft-sensing methodology applicable to batch processes operated under changeable initial conditions is presented. These cases appear when the raw materials specifications differ from batch to batch, different production ... -
Decision Making for Games
(Universitat Politècnica de Catalunya, 2022-07-19)
Apunts
Accés obert -
Enhanced plant fault diagnosis based on the characterization of transient stages
(Pergamon Press, 2011-12-05)
Article
Accés restringit per política de l'editorialThis paper introduces a data-based fault diagnosis system that includes an enhanced characterization of faults during transient stages. First, data under abnormal operating conditions (AOC) is projected onto a reference ... -
Entorn web per a la gestió i aprenentatge dels procediments de seguretat i medi ambient en els laboratoris d’enginyeria química
(2009-02-12T11:35:17Z)
Comunicació de congrés / Text en actes de congrés
Accés obertLa seguretat, la prevenció i les actituds tècnicament responsables, incloent les aspectes ètics [1], són qüestions de gran importància tècnica i social. No obstant, això no s’explicita en els continguts de les assignatures ... -
Fault diagnosis of chemical processes with incomplete observations: A comparative study
(Pergamon Press, 2016-01-04)
Article
Accés obertAn important problem to be addressed by diagnostic systems in industrial applications is the estimation of faults with incomplete observations. This work discusses different approaches for handling missing data, and ... -
Fault diagnosis using the incremental learning algorithm with support vector machine
(2015)
Comunicació de congrés
Accés obertTo prevent process interruption and eventual losses, the need for a reliable fault detection and diagnosis system (FDD) is completely acknowledged. Besides the capability to recognize known faults automatically, a further ... -
Incremental learning fault detection algorithm based on hyperplane-distance
(Elsevier, 2016)
Text en actes de congrés
Accés restringit per política de l'editorialTraditional methods for Fault Detection and Diagnosis (FDD) usually, consider that processes operate under a single steady condition, but because of several reasons (e.g.: equipment aging), operation conditions of ... -
Kriging based fault detection and diagnosis approach for nonlinear noisy dynamic processes
(Elsevier, 2016)
Text en actes de congrés
Accés restringit per política de l'editorialThis paper presents a hybrid approach to enhance the performance of the data-based Pattern Classification Techniques (PCTs) used for Fault Detection and Diagnosis (FDD) of nonlinear dynamic noisy processes. The method ... -
Learning Complex Data
(Universitat Politècnica de Catalunya, 2022-06-04)
Apunts
Accés obert -
Machine Learning for Games
(Universitat Politècnica de Catalunya, 2022-07-19)
Apunts
Accés obert -
Modeling and simulation of complex nonlinear dynamic processes using data based models: application to photo-fenton process
(Elsevier, 2015)
Text en actes de congrés
Accés restringit per política de l'editorialThis paper investigates data based modelling of complex nonlinear processes, for which a first principle model useful for process monitoring and control is not available. These empirical models may be used as soft sensors ... -
Modeling and simulation of complex nonlinear dynamic processes using data based models: application to photo-Fenton process
(Elsevier, 2015)
Text en actes de congrés
Accés restringit per política de l'editorialThis paper investigates data based modelling of complex nonlinear processes, for which a first principle model useful for process monitoring and control is not available. These empirical models may be used as soft sensors ... -
Movement & Pathfinding in Games
(Universitat Politècnica de Catalunya, 2022-07-19)
Apunts
Accés obert -
Naive Bayes and exemplar-based approaches to word sense disambiguation revisited
(2000-02)
Report de recerca
Accés obertThis paper describes an experimental comparison between two standard supervised learning methods, namely Naive Bayes and Exemplar--based classification, on the Word Sense Disambiguation (WSD) problem. The aim of the ... -
On the portability and tuning of supervised word sense disambiguation systems
(2000-05)
Report de recerca
Accés obertThis report describes a set of experiments carried out to explore the portability of alternative supervised Word Sense Disambiguation algorithms. The aim of the work is threefold: firstly, studying the performance of these ... -
Optimal features selection for designing a fault diagnosis system
(Elsevier, 2016)
Text en actes de congrés
Accés restringit per política de l'editorialFault diagnosis (FD) using data-driven methods is essential for monitoring complex process systems, but its performance is severely affected by the quality of the used information. Additionally, processing huge amounts of ... -
Optimization
(Universitat Politècnica de Catalunya, 2022-02-11)
Apunts
Accés obert
