Now showing items 1-20 of 22

    • A dynamic adaptive framework for improving case-based reasoning system performance 

      Orduña, Fernando (Universitat Politècnica de Catalunya, 2016-02-05)
      Doctoral thesis
      Open Access
      An optimal performance of a Case-Based Reasoning (CBR) system means, the CBR system must be efficient both in time and in size, and must be optimally competent. The efficiency in time is closely related to an efficient and ...
    • An intelligent decision support system for machine learning algorithms recommendation 

      Mihai, Andrei (Universitat Politècnica de Catalunya, 2017-02)
      Master thesis
      Open Access
      Covenantee:   Universitat de Barcelona. Facultat de Matemàtiques i Informàtica / Universitat Rovira i Virgili. Escola Tècnica Superior d'Enginyeria
      Machine learning is a very central topic in Artificial Intelligence and even computer science in general. Nowadays, its use in Big Data problems is quite well known. However, while the big data, and machine learning ...
    • Buscador intel.ligent de viatges per a l'Argentina 

      Casado Pérez, José Ángel (Universitat Politècnica de Catalunya, 2016-06-29)
      Bachelor thesis
      Open Access
      Es construeix una Travel Search Engine que combina el transport tant d'autobús com d'avió, amb l'objectiu de millorar el transport intern a l'Argentina. La solució que es proposa fa una adaptació del paradigma CBR i el ...
    • Clinical assessment of shock through machine learning techniques 

      Aushev, Alexander (Universitat Politècnica de Catalunya, 2018-04)
      Master thesis
      Open Access
      This work attempts to identify biomarkers that can be used as indicators for mortality prediction in patients with shock. It uses machine learning techniques to analyze the clinical data, impute missing values in it, select ...
    • Cross listing analysis in short-term rental accommodation platforms 

      Sanz Bertran, Nil (Universitat Politècnica de Catalunya, 2017-01)
      Master thesis
      Restricted access - confidentiality agreement
    • Design and Development of a Case-Based Reasoning Shell integrated in an Intelligent Data Analysis Tool 

      Sevilla-Villanueva, Beatriz (Universitat Politècnica de Catalunya, 2009-09)
      Master thesis
      Open Access
    • Design and Implementation of a Customer Personalised Recomender System 

      Gkatzioura, Anna (Universitat Politècnica de Catalunya, 2013-06)
      Master thesis (pre-Bologna period)
      Open Access
      [ANGLÈS] Market basket analysis is examined through the application of probabilistic topic models and case-based reasoning in order to provide more insight into customer buying habits and generate meaningful recommendations.
    • Development of Genetic Algorithm engine integrated in GESCONDA software 

      Vinayagam, Radha Krishnan (Universitat Politècnica de Catalunya / SASTRA Deemed University, 2014-06-12)
      Bachelor thesis
      Restricted access - confidentiality agreement
    • Entorn web per a la extracció i anàlisi gràfica de models de classificació a partir de dades 

      Martin Campos, Ruben (Universitat Politècnica de Catalunya, 2021-04-26)
      Bachelor thesis
      Open Access
      L'objectiu principal d'aquesta tesi és dissenyar i implementar un entorn web per crear models de classificació, que ajudin el màxim possible a l'usuari final. L'entorn web inclourà tasques associades al preprocessat de ...
    • Exploring Machine Learning Models for Wind Speed Prediction 

      Prieto Emhart, Maritza (Universitat Politécnica de Catalunya, 2018-01-14)
      Master thesis
      Open Access
      The aim of this work present a comprehensive exploration of machine learning models and compare their performance for wind speed prediction. The prediction is based on variables from atmospheric reanalysis data from a ...
    • Hurricane Seasonal Forecast Modelling 

      Sarmanto, Natalia (Universitat Politècnica de Catalunya, 2020-10)
      Master thesis
      Open Access
      En aquesta tesi de màster, l’objectiu és crear un model de previsió estacional d’huracans basat en el millor model possible de la tècnica de Random Forest (RF) . Les dades obertes utilitzades són: Temperatura de la superfície ...
    • A hybrid approach for item collection recommendations : an application to automatic playlist continuation 

      Gkatzioura, Anna (Universitat Politècnica de Catalunya, 2018-11-23)
      Doctoral thesis
      Open Access
      Current recommender systems aim mainly to generate accurate item recommendations, without properly evaluating the multiple dimensions of the recommendation problem. However, in many domains, like in music, where items are ...
    • Market Basket analysis in Retail 

      Reig Grau, Gerard (Universitat Politècnica de Catalunya, 2017-05)
      Master thesis
      Open Access
      This Master Thesis memory describes a full end-to-end data science project performed in CleverData, a successful start-up specialized in data mining techniques and analytics tools. This project was performed for one of ...
    • Market basket analysis in retail 

      Reig Grau, Gerard (Universitat Politècnica de Catalunya, 2017-01)
      Master thesis
      Open Access
      Covenantee:   CleverData
      In this Master Thesis memory will be described a full end-to-end data science project performed in CleverData, a successful start-up specialized in machine learning techniques and analytics tools. Over all its capacities, ...
    • A methodology for pre-post intervention studies : an application for a nutritional case study 

      Sevilla-Villanueva, Beatriz (Universitat Politècnica de Catalunya, 2016-02-09)
      Doctoral thesis
      Open Access
      Nowadays, it is widely accepted that many of modern lifestyle habits such as diet and exercise, together with genetics, play an important role in the development of many diseases such as cardiovascular disease, diabetes, ...
    • Natural language processing and machine learning techniques to solve a breast cancer clinical trial ECOG-classification problem 

      Reynoso Aguirre, Pablo Eliseo (Universitat Politècnica de Catalunya, 2018-04-16)
      Master thesis
      Open Access
      Natural Language Processing and Machine Learning Framework to Predict Breast Cancer Participant's Profile in Clinical Trials based on ECOG/KPS Performance Status Scores using Structured Research Data from All over the world.
    • Predicting a perfume's formula from its chromatography 

      Mondolo, Alessia (Universitat Politècnica de Catalunya, 2020-01-31)
      Master thesis
      Restricted access - confidentiality agreement
    • Sistema de predicció de tir en l'entorn de la NBA 

      Vilajosana Rodríguez, Jordi (Universitat Politècnica de Catalunya, 2020-07)
      Bachelor thesis
      Open Access
      El món de l'esport professional cada cop recull més dades i informació de tot el que passa en les seves competicions. L'estudi d'aquestes dades pot donar un coneixement que ajudi a millorar el rendiment dels participants. ...
    • Un sistema on-line intel·ligent d'ajuda per a donar consells personalitzats pels problemes de mares lactants 

      Hernández Carnerero, Alvar (Universitat Politècnica de Catalunya, 2019-01-22)
      Bachelor thesis
      Restricted access - confidentiality agreement
      En aquest treball es presenta un sistema, per a la comprensió i classificació de missatges de text en llenguatge natural, implementat amb l'ús de la tècnica d'intel·ligència artificial de Raonament Basat en Casos. S'avalua ...
    • Spatial networks, thresholded random geometric graphs, and applications in electric vehicle infrastructure networks 

      Maclean, Cole (Universitat Politècnica de Catalunya, 2017-06-16)
      Master thesis
      Open Access
      In this paper, we explore the recent advances in Spatial Network modeling and provide 3 main contributions: 1. A new classification of existing Spatial Network models 2. The introduction of a new Spatial Network model and ...