Browsing by Contributor "Perera Lluna, Alexandre"
Now showing items 1-20 of 23
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Abstraction capabilities of deep neural networks while learning chess
(Universitat Politècnica de Catalunya / Universitat de Barcelona, 2018-10)
Master thesis
Open AccessEn aquest treball es fa un estudi detallat de les Xarxes Neuronals, especialment de les xarxes neuronals profundes. En la part pràctica, s'utilitzen xarxes neuronals convolucionals per crear programes capaços d'apendre a ... -
Anàlisi de necessitats i millores en termes d'operativitat i eficàcia per a la construcció de sistemes rurals de biogàs
(Universitat Politècnica de Catalunya, 2014-01-08)
Bachelor thesis
Open AccessLa necesidad de un desarrollo sostenible es uno de los objetivos del siglo 21. Muchos países desarrollados están hoy en día aceptando el reto y convirtiendo sus planes energéticos en unos más sostenibles. Sin embargo, ... -
Biological Pathway enrichment of Liquid Chromatography - Mass Spectrometry data through spectral graph analysis
(Universitat Politècnica de Catalunya, 2014-07)
Master thesis (pre-Bologna period)
Restricted access - author's decisionEls experiments de recerca biol ogica sobre el metabolisme hum a solen usar CL/EM, Cromatografi a Li quida - Espectrometria de Masses, per obtenir informaci o sobre els compostos a les mostres,per o aquest tipus de dades ... -
Biomimetic set up for chemosensor-based machine olfaction
(Universitat Politècnica de Catalunya, 2014-12-04)
Doctoral thesis
Open AccessThe thesis falls into the field of machine olfaction and accompanying experimental set up for chemical gas sensing. Perhaps more than any other sensory modality, chemical sensing faces with major technical and conceptual ... -
Computational representation and discovery of transcription factor binding sites
(Universitat Politècnica de Catalunya, 2016-02-01)
Doctoral thesis
Open AccessThe information about how, when, and where are produced the proteins has been one of the major challenge in molecular biology. The studies about the control of the gene expression are essential in order to have a better ... -
Creació i desenvolupament d'una aplicació per al reconeixement d'espècies d'arbres a partir d'una fotografia de l'escorça.
(Universitat Politècnica de Catalunya, 2018-06-21)
Master thesis
Restricted access - confidentiality agreement -
Creation and development of an AI teaching assistant
(Universitat Politècnica de Catalunya / Universitat de Barcelona, 2018-01)
Master thesis
Open AccessDuring this project, an end-to-end solution has been provided, creating and developing a Chatbot that, using Artificial Intelligence, is able to solve doubts that students may have within the domain of a university subject. ... -
Design of a test system for embedded processor boards
(Universitat Politècnica de Catalunya, 2018-06-21)
Master thesis
Open AccessOne of the most important part during the manufacturing process of an embedded system board is the final test. This process will guarantee that each of its parts that theboard contains works correctly and ensure the embedded ... -
DiffuPath Multi-omic analysis on integrative biological networks through diffusion label propagation
(Universitat Politècnica de Catalunya, 2019-07-01)
Bachelor thesis
Restricted access - confidentiality agreementEn aquest projecte, es pretén oferir una implementació en Python de diferents algoritmes de difusió, ja implementada i distribuïda en R amb la llibreria diffuStats [2]. Aquesta seria distribuida en forma de mòdul, tant per ... -
Estudio de la viabilidad del cálculo de la vergencia en el espectro visible
(Universitat Politècnica de Catalunya, 2016-06-23)
Bachelor thesis
Restricted access - confidentiality agreement -
Forecasting con Machine Learning y Deep Learning
(Universitat Politècnica de Catalunya, 2018-01)
Master thesis
Restricted access - author's decisionCada vez más empresas necesitan buenas determinaciones futuras de su demanda. Muchas empresas disponen de sistemas basados en técnicas clásicas, disponibles en software como SAS, IBM o Excel. Este proyecto pretende explicar ... -
Genetic association analysis of complex diseases through information theoretic metrics and linear pleiotropy
(Universitat Politècnica de Catalunya, 2013-11-14)
Doctoral thesis
Open AccessThe main goal of this thesis was to help in the identification of genetic variants that are responsible for complex traits, combining both linear and nonlinear approaches. First, two one-locus approaches were proposed. The ... -
Genetic Association Study in Osteoporosis
(Universitat Politècnica de Catalunya, 2016-06-08)
Bachelor thesis
Open AccessDia rere dia, la tecnologia i la tècnica avancen a un ritme vertiginós, fent possible l’abaratiment de molts processos i el que aquests comporten. És el cas de la genètica, on fa menys de dues dècades encara semblava ... -
Interfície per a la gestió de dades del laboratori de genòmica del càncer del VHIO
(Universitat Politècnica de Catalunya, 2019-01-17)
Master thesis
Restricted access - author's decisionEn aquest treball es desenvolupa una eina que permet gestionar una base de dades creada pel laboratori i extreure’n informació.Amb aquest fi, hi haurà una primera part dedicada a la creació de la base de dades i una segona ... -
Machine Learning Applied to Network Traffic
(Universitat Politècnica de Catalunya / Universitat de Barcelona, 2019-06)
Master thesis
Restricted access - author's decisionThe appliance of machine learning to TCP/IP traffic flows is not new. However, this projects aims to use it to predict the congestion avoidance algorithm at the first second of a data transference. Being able to recognize ... -
Machine learning methods for the analysis of liquid chromatography-mass spectrometry datasets in metabolomics
(Universitat Politècnica de Catalunya, 2014-10-30)
Doctoral thesis
Open AccessLiquid Chromatography-Mass Spectrometry (LC/MS) instruments are widely used in Metabolomics. To analyse their output, it is necessary to use computational tools and algorithms to extract meaningful biological information. ... -
Multi-scale representation of differential profiles for high-throughput biomarker datasets
(Universitat Politècnica de Catalunya, 2015-06)
Bachelor thesis
Open AccessHigh-throughput screening (HTS) is a set of measurement techniques relevant in the fields of biology, chemistry and medicine. Since the publication of the human genome project, HTS has become a key technology allowing a ... -
Multiview pattern recognition methods for data visualization, embedding and clustering
(Universitat Politècnica de Catalunya, 2017-09-22)
Doctoral thesis
Open AccessMultiview data is defined as data for whose samples there exist several different data views, i.e. different data matrices obtained through different experiments, methods or situations. Multiview dimensionality reduction ... -
Peri-clinical research platform for realtime healthcare decision support
(Universitat Politècnica de Catalunya, 2018-01-18)
Master thesis
Restricted access - confidentiality agreement -
Programming an intelligent personal assistant for biomedical database analysis
(Universitat Politècnica de Catalunya, 2017-09-13)
Bachelor thesis
Open AccessAmazon Echo is a hands-free speaker controlled by voice. Our goal is to program Alexa, the intelligence behind Echo, to analyze biomedical database such as patients characteristics in order to obtain future successful ...
