LIAM - Laboratori de Modelització i Anàlisi de la Informació
1. Potenciar la capacitat dels professors, tècnics i altres professionals de la UPC que treballen en els camps de la modelització, la simulació, l'anàlisi multivariant de dades i la gestió i explotació de la informació, basada en les TIC, per emprendre projectes més complets i de més abast, atès el caràcter complementari d'aquestes disciplines. 2. El Laboratori estaria dedicat a la recerca i la innovació metodològica en els camps esmentats i en la seva implementació en sistemes informàtics per a la resolució de problemes científics i empresarials plantejats per la societat de la informació. 3. El Laboratori neix amb la voluntat de ser un centre de referència en l?àmbit europeu en temes de modelització, simulació, mineria de dades i anàlisi de la informació. En aquest sentit, es fomentarà la participació en projectes de recerca europeus i espanyols, així com en convenis amb empreses i institucions del nostre entorn. 4. Partint del grup de professors i tècnics impulsors del projecte, el Laboratori pretén aglu
The objectives of the researchers working at the laboratory are the following: 1. To strengthen the IT skills of academics and other UPC staff who have been working in the fields of modelling, simulation, multivariate analysis of data and information management, so that, as a result of the complementary character of these disciplines, they are able to undertake projects that are more long-term and wider in scope. 2. To carry out research and methodological innovation in the aforementioned fields and their implementation in computer science systems for the solution of scientific and business problems raised by the information society. 3. To take on European leadership in subjects like modelling, simulation, data mining and information analysis. To this end, the participation in European and Spanish research projects is promoted, as are agreements with companies and institutions in the socioeconomic environment. 4. Once lecturers and researchers have initiated a project, the Laboratory tries to engage other lec
The objectives of the researchers working at the laboratory are the following: 1. To strengthen the IT skills of academics and other UPC staff who have been working in the fields of modelling, simulation, multivariate analysis of data and information management, so that, as a result of the complementary character of these disciplines, they are able to undertake projects that are more long-term and wider in scope. 2. To carry out research and methodological innovation in the aforementioned fields and their implementation in computer science systems for the solution of scientific and business problems raised by the information society. 3. To take on European leadership in subjects like modelling, simulation, data mining and information analysis. To this end, the participation in European and Spanish research projects is promoted, as are agreements with companies and institutions in the socioeconomic environment. 4. Once lecturers and researchers have initiated a project, the Laboratory tries to engage other lec
Col·leccions
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Articles de revista [50]
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Capítols de llibre [11]
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Llibres [2]
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Presentacions [1]
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Working papers [1]
Enviaments recents
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Inherited disorder phenotypes: controlled annotation and statistical analysis for knowledge mining from gene lists
(2005-11)
Article
Accés obertBackground Analysis of inherited diseases and their associated phenotypes is of great importance to gain knowledge of underlying genetic interactions and could ultimately give clinically useful insights into disease ... -
PRESISTANT : data pre-processing assistant
(Springer, 2019)
Comunicació de congrés
Accés obertA concrete classification algorithm may perform differently on datasets with different characteristics, e.g., it might perform better on a dataset with continuous attributes rather than with categorical attributes, or the ... -
Modelling and analysis of intermodal passenger operations in a cruise terminal to prevent traffic congestion and enhance quality of service using discrete event simulation
(2018)
Text en actes de congrés
Accés restringit per política de l'editorialIn this paper we present a discrete event simulation model of a cruise terminal for decision support and strategic planning. The main objective is to provide an analysis tool for systems with high capacity constraints, ... -
The Pathmox approach for PLS path modeling: discovering which constructs differentiate segments
(2017-11)
Article
Accés obertThe problem of heterogeneity represents a very important issue in the decision-making process. Furthermore, it has become common practice in the context of marketing research to assume that different population parameters ... -
Intelligent assistance for data pre-processing
(Elsevier, 2017-06-03)
Article
Accés obertA data mining algorithm may perform differently on datasets with different characteristics, e.g., it might perform better on a dataset with continuous attributes rather than with categorical attributes, or the other way ... -
On the predictive power of meta-features in OpenML
(2017-12-20)
Article
Accés obertThe demand for performing data analysis is steadily rising. As a consequence, people of different profiles (i.e., non-experienced users) have started to analyze their data. However, this is challenging for them. A key step ... -
Fundamentos teóricos del análisis de correspondencias
(1984)
Report de recerca
Accés obert -
Análisis de correspondencias múltiples sobre un grafo
(1985)
Report de recerca
Accés obertEn anàlisi de dades sovint hom analitza matrius de dades formades per variables nominals, correlacionades amb unes altres anomenades variables -
Local and partial correspondence analysis application to the analysis of electoral data
(1985-07)
Report de recerca
Accés obertIn data analysis we must often analyze data sets whose observations are related by a graph structure. This is the case for electoral data, where the electoral units correspond to a definite geographical areas. In this case ... -
Overview on agent-based social modelling and the use of formal languages
(IGI Global, 2013-07)
Capítol de llibre
Accés obertTransdisciplinary Models and Applications investigates a variety of programming languages used in validating and verifying models in order to assist in their eventual implementation. This book will explore different methods ... -
Agent-based simulation of large population dynamics
(2013)
Comunicació de congrés
Accés obertAgent-based modelling and simulation is a promising methodology that can be used in the study of population dynamics. One of the main obstacles hindering the use of agent-based simulation in practice is its scalability, ... -
Parallel simulation of large population dynamics
(2013)
Comunicació de congrés
Accés obertAgent-based modeling and simulation is a promising methodology that can be used in the study of population dynamics. We present the design and development of a simulation tool which provides basic support for modeling and ...