Browsing by Author "Sànchez-Marrè, Miquel"
Now showing items 21-40 of 85
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Application of CBR for intelligent process control of a WWTP
Pascual Pañach, Josep; Cugeró Escofet, Miquel Àngel; Sànchez-Marrè, Miquel; Aguiló Martos, Pere (IOS Press, 2019)
Article
Open AccessThis paper proposes the use of a Case-Based Reasoning (CBR) system for the control and the supervision of a real wastewater treatment plant (WWTP). A WWTP is a critical system which aims to ensure the quality of the water ... -
Aprendizaje automático
Moreno, Antonio; Armengol, Eva; Béjar Alonso, Javier; Belanche Muñoz, Luis Antonio; Cortés García, Claudio Ulises; Gavaldà Mestre, Ricard; Gimeno, Juan Manuel; Martín Muñoz, Mario; Sànchez-Marrè, Miquel (Edicions UPC, 1994)
Book
Open AccessEn este libro se introducen los conceptos básicos en una de las ramas más estudiadas actualmente dentro de la inteligencia artificial: el aprendizaje automático. Se estudian temas como el aprendizaje inductivo, el razonamiento ... -
Aprendizaje autómatico
Béjar Alonso, Javier; Cortés García, Claudio Ulises; Sànchez-Marrè, Miquel (Asociación de Técnicos de Informática, 1998-01)
Article
Open Access -
Artificial Intelligence tools applied to wastewater treatment
Sànchez-Marrè, Miquel; Cortés García, Claudio Ulises (Universitat de Girona (UdG). Servei de Publicacions, 2011-07-01)
Part of book or chapter of book
Restricted access - publisher's policyThe selection of an appropriate technique for the supervision and control of complex processes is crucial for achieving optimal results. A lot of effort, therefore, has been devoted to developing more efficient methodologies -
Bioinformatics: a promising field for case-based reasoning
Orduña Cabrera, Fernando; Sànchez-Marrè, Miquel (2008-06)
Research report
Open AccessCase Based Reasoning has been applied in different fields such as medicine, industry, tutoring systems and others, but in the CBR there are many areas to explore. Nowadays, some research works in Bioinformatics are attempting ... -
Case base maintenance: terms and directions
Orduña Cabrera, Fernando; Sànchez-Marrè, Miquel (2008-06)
Research report
Open AccessSince last years Case Base Reasoning (CBR) field has been growing, and Case Base Maintenance (CBM) is getting more important. Recent research has focused on case-base maintenance, addressing such issues as maintaining ... -
Case-based reasoning applied to textile industry processes
Sevilla-Villanueva, Beatriz; Sànchez-Marrè, Miquel (2012)
Article
Restricted access - publisher's policyThis paper describes an innovative usage of Case-Based Reasoning to reduce the high cost derived from correctly setting the textile machinery within the framework of European MODSIMTex project. Furthermore, this system ... -
Clustering and interpretation on real nutritional data
Sevilla-Villanueva, Beatriz; Gibert, Karina; Sànchez-Marrè, Miquel (2013)
Conference report
Open AccessNutritional Genomics studies diet-gene-disease interactions and aims to promote health and disease prevention. It is based on the idea that everything ingested into a person’s body affects the genome of the individual and, ... -
Collaboration between human and artificial societies
Padget, Julián; Sierra Garcia, Carles; Cortés García, Claudio Ulises; Sànchez-Marrè, Miquel; Béjar Alonso, Javier (1997-09)
Research report
Open AccessThis research report is a preliminary publication of the proceedings of the European VIM project Workshop on Collaboration between Human and Artificial Societies, hold in Lanjaron (Granada), Spain, in May 1-3, . The report ... -
Combining data-driven and domain knowledge components in an intelligent assistant to build personalized menus
Sànchez-Marrè, Miquel; Gibert, Karina; Sevilla-Villanueva, Beatriz (Springer, 2019)
Article
Open AccessIn this paper, some new components that have been integrated in the Diet4You system for the generation of nutritional plans are introduced. Negative user preferences have been modelled and introduced in the system. ... -
Crossing the death valley to transfer environmental decision support systems to the water market
Poch Espallargas, Manel; Comas Matas, Joaquim; Cortés García, Claudio Ulises; Sànchez-Marrè, Miquel; Rodriguez-Roda, Ignasi (2017-04-10)
Article
Open AccessEnvironmental decision support systems (EDSSs) are attractive tools to cope with the complexity of environmental global challenges. Several thoughtful reviews have analyzed EDSSs to identify the key challenges and best ... -
Decision support systems (DSS) for wastewater treatment plants: a review of the state of the art
Mannina, Giorgio; Rebouças, Taise Ferreira; Cosenza, Alida; Sànchez-Marrè, Miquel; Gibert, Karina (2019-10-01)
Article
Open AccessThe use of decision support systems (DSS) allows integrating all the issues related with sustainable developmentin view of providing a useful support to solve multi-scenario problems. In this work an extensive review on ... -
Decisions on urban water systems: some support
Poch Espallargas, Manel; Cortés García, Claudio Ulises; Comas Matas, Joaquim; Rodríguez Roda, Ignasi; Sànchez-Marrè, Miquel (Universitat de Girona (UdG). Servei de Publicacions, 2012-09-01)
Book
Restricted access - publisher's policy“Water is a scarce resource and its management has to be as effective as possible”. Most of us would certainly agree with this fine sounding phrase. But developing it and putting it into practice is not easy. Firstly, ... -
DEPUR: a knowledge-based tool for wastewater treatment plants
Serra, Pau; Sànchez-Marrè, Miquel; Lafuente Sancho, Francisco Javier; Cortés García, Claudio Ulises; Poch, Manel (1993-11)
Research report
Open AccessA malfunction of a wastewater treatment plant is a big social and biological problem. A poorly treated waste water outside the plant could provoke dangerous consequences for human beings as well as the nature itself. The ... -
Diet4You: a personal intelligent recommender for diets from a holistic perspective
Gibert, Karina; Sevilla-Villanueva, Beatriz; Sànchez-Marrè, Miquel; Marqués, Lluís; Casanova, Èric; Fitó Colomer, Montse (IOS Press, 2019-10-01)
Article
Restricted access - publisher's policyPrevention and nutrition are key for healthy lifestyles and are crucial in the new paradigm of patient-centered medicine, as healthy diet protects against chronic diseases and helps to delay diseases in general population. ... -
Dimensionality reduction and ensemble of LSTMs for antimicrobial resistance prediction
Hernández Carnerero, Alvar; Sànchez-Marrè, Miquel; Mora Jiménez, Inmaculada; Soguero Ruiz, Cristina; Martínez Agüero, Sergio; Álvarez Rodríguez, Joaquín (Elsevier, 2023-04)
Article
Open AccessBacterial resistance to antibiotics has been rapidly increasing, resulting in a low antibiotic effectiveness even treating common infections. The presence of resistant pathogens in environments such as a hospital Intensive ... -
Discovering social structures of local influence by using tweetStimuli
Tejeda Gómez, José Arturo; Sànchez-Marrè, Miquel; Pujol Serra, Josep M. (2013-12-05)
Article
Restricted access - publisher's policyInformation diffusion in large-scale networks has been studied to identify the users influence. The influence has been targeted as a key feature either to reach large populations or influencing public opinion. Through the ... -
Dynamic learning of cases from data streams
Orduña Cabrera, Fernando; Sànchez-Marrè, Miquel (Real Academia de Ingeniería (RAI), 2016)
Conference report
Open AccessThis paper presents a dynamic adaptive framework for building a case library being able to cope with a data stream in the field of Case-Based Reasoning. The framework provides a three-layer architecture formed by a set of ... -
E-Tools for the disabled and for the new generation of senior citizens: a position paper
Cortés García, Claudio Ulises; Annicchiarico, Roberta; Vázquez Salceda, Javier; Sànchez-Marrè, Miquel; Marini, Andrea; Caltagirone, Carlo (2002-03)
Research report
Open AccessIn this paper we present our exploratory ideas about the integration of agent technology with other technologies to build specific e-tools for the disabled and for the new generation of senior citizens. In particular, we ... -
El bagging en casos no supervisats: Implementació a GESCONDA per algoritmes de clustering
Gibert, Karina; Oliva, Luis; Pinyol, Isaac; Sànchez-Marrè, Miquel (2006-07)
Research report
Open AccessEls algorismes de clustering per entorns no supervisats que es basen en una inicialització aleatòria (p. Ex.: tria inicial de llavors en l’algorisme Kmeans), presenten un problema a l’hora d’obtenir solucions fiables. Una ...