Browsing by Author "Gibert, Karina"
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6a Jornada d'Igualtat de la UPC. Iniciatives de la crida oberta
Morillo Bosch, M. Paz; Serrat Buesa, Maria Àngels; Tarres Puertas, Marta Isabel; Salán Ballesteros, Maria Núria; Castell Ariño, Núria; Gibert, Karina; Moreno Moya, Meritxell; Redondo Apraiz, José Manuel; Bosch González, Montserrat; Ferrer Balas, Dídac (2019-02-06)
Audiovisual
Open Access -
A data mining approach for Visual and Analytic identification of neurorehabilitation ranges in traumatic brain injury cognitive rehabilitation
García Rudolph, Alejandro; Gibert, Karina (2015-01-15)
Article
Restricted access - author's decisionTraumatic brain injury (TBI) is a critical public health and socioeconomic problem throughout the world. Cognitive rehabilitation (CR) has become the treatment of choice for cognitive impairments after TBI. It consists of ... -
A data mining approach to identify cognitive NeuroRehabilitation Range in Traumatic Brain Injury patients
García Rudolph, Alejandro; Gibert, Karina (2014-09-01)
Article
Restricted access - publisher's policyCognitive rehabilitation (CR) treatment consists of hierarchically organized tasks that require repetitive use of impaired cognitive functions in a progressively more demanding sequence. Active monitoring of the progress ... -
A data science approach for spatiotemporal modelling of low and resident air pollution in Madrid (Spain): implications for epidemiological studies
Gómez Losada, Álvaro; Santos, Francisca M.; Gibert, Karina; Magalhães Pires, José Carlos (2019-05-01)
Article
Open AccessModel developments to assess different air pollution exposures within cities are still a key challenge in environmental epidemiology. Background air pollution is a long-term resident and low-level concentration pollution ... -
A hybrid recommender system for industrial symbiotic networks
Gkatzioura, Anna; Sànchez-Marrè, Miquel; Gibert, Karina (2018)
Conference lecture
Open AccessVarious solutions enabling the realization of synergies in Industrial Symbiotic Networks have been proposed. However, incorporating intelligence into the platforms that these networks use, supporting the involved actors ... -
A hybrid recommender system to improve circular economy in industrial symbiotic networks
Gatzioura, Anna; Sànchez-Marrè, Miquel; Gibert, Karina (2019-09-16)
Article
Open AccessRecently, the need of improved resource trading has arisen due to resource limitations and energy optimization problems. Various platforms supporting resource exchange and waste reuse in industrial symbiotic networks are ... -
A methodology for maintaining consistency between conceptual interpretations of nested partitions
Sevilla-Villanueva, Beatriz; Gibert, Karina; Sànchez-Marrè, Miquel (IOSPress, 2016-10)
Part of book or chapter of book
Restricted access - publisher's policyThe relationship between interpretations of nested partitions is analyzed in this work, since there are multiple situations where a refinement of the original partition arises. As a result, a new methodology NCI-IMS is ... -
A methodology for maintaining consistency between conceptual interpretations of nested partitions
Sevilla-Villanueva, Beatriz; Gibert, Karina; Sànchez-Marrè, Miquel (2016)
Conference report
Restricted access - publisher's policyThe relationship between interpretations of nested partitions is analyzed in this work, since there are multiple situations where a refinement of the original partition arises. As a result, a new methodology NCI-IMS is ... -
A Methodology of knowledge discovery in serial measurement applied to a psychiatric domain
Rodas Osollo, Jorge Enrique; Gibert, Karina; Rojo, Emilio; Cortés García, Claudio Ulises (2001-11)
Research report
Open AccessThe paper introduces a methodology of Knowledge Discovery in Serial Measurement (KDSM) for analyzing repeated very short time series with a blocking factor in ill-structured domains. This proposal focuses on results ... -
A methodology to assess the sustainability competencies in engineering undergraduate programs
Sánchez Carracedo, Fermín; Sabaté i Garriga, Ferran; Gibert, Karina (Tempus Publications, 2021)
Article
Restricted access - publisher's policyThis paper presents a methodology to find out whether or not engineering students perceive sustainability learning throughout their studies at the university. The methodology is applied to students from Barcelona School ... -
A methodology to discover and understand complex patterns: interpreted integrative multiview clustering (I2MC)
Sevilla-Villanueva, Beatriz; Gibert, Karina; Sànchez-Marrè, Miquel (Elsevier, 2017-02-10)
Article
Open AccessThe main goal of this work is to develop a methodology for finding nutritional patterns from a variety of individual characteristics which can contribute to better understand the interactions between nutrition and health, ... -
A preliminary taxonomy and a standard knowledge base for mental-health system indicators in Spain
Salvador Carulla, Luís; Salinas Pérez, José Alberto; Martín Carrasco, Manuel; Grané Alsina, Montserrat; Gibert, Karina; Roca Adrover, Miquel Jesus; Balbuena Díaz-Pinés, Antonio (2010-11)
Article
Open Access -
A self-organizing world: special issue of the 13th edition of the workshop on self-organizing maps and learning vector quantization, clustering and data visualization, WSOM¿+¿2019
Vellido Alcacena, Alfredo; Angulo Bahón, Cecilio; Gibert, Karina (Springer Nature, 2022-01)
Article
Open Access -
A survey on pre-processing techniques: relevant issues in the context of environmental data mining
Gibert, Karina; Sànchez-Marrè, Miquel; Izquierdo, Joaquín (IOS Press, 2016-12)
Article
Open AccessOne of the important issues related with all types of data analysis, either statistical data analysis, machine learning, data mining, data science or whatever form of data-driven modeling, is data quality. The more complex ... -
A text-mining approach to assess the failure condition of wind turbines using maintenance service history
Blanco Martínez, Alejandro; Marti Puig, Pere; Gibert, Karina; Cusidó Roura, Jordi; Sole Casals, Jordi (2019-05-23)
Article
Open AccessDetecting and determining which systems or subsystems of a wind turbine have more failures is essential to improve their design, which will reduce the costs of generating wind power. Two of the most critical failures, the ... -
A unified formal framework for factorial and probabilistic topic modelling
Gibert, Karina; Hernández Potiomkin, Yaroslav (Multidisciplinary Digital Publishing Institute (MDPI), 2023-10-21)
Article
Open AccessTopic modelling has become a highly popular technique for extracting knowledge from texts. It encompasses various method families, including Factorial methods, Probabilistic methods, and Natural Language Processing methods. ... -
Advantages of combining AI and statistic for knowledge discovery on functional disability: multivariate analysis of assessment scales using clustering based on rules
Gibert, Karina; Annicchiarico, Roberta; Cortés García, Claudio Ulises; Caltagirone, Carlo (2009-12)
Article
Open AccessIn Europe, and other developed areas, senior citizens are a fast growing part of population. This increases proportion of disabled persons and proportion of persons with reduced quality of life. The concept of disability ... -
Análisis de medidas repetidas mediante el uso de la curva media como síntesis
Rodas, Jorge; Rojo, Emili; Gibert, Karina; Cortés García, Claudio Ulises (2003-09-04)
Research report
Open AccessThis technical report presents the obtained results from the application of KDSM methodology and Summary Measures method to repeated and very short serial measures with blocking factor on psychiatry ill-structured domain -
Applying clustering based on rules for finding patterns of functional dependency in schizophrenia
Gibert, Karina; Salvador Carulla, Luis (2014-05-15)
Part of book or chapter of book
Restricted access - author's decision -
Applying clustering based on rules on WHO-DAS II for knowledge discovery on functional disabilities
Gibert, Karina; Annicchiarico, Roberta; Rodas Osollo, Jorge Enrique; Cortés García, Claudio Ulises; Nocentini, U.; Caltagirone, Carlo (2002-11)
Research report
Open AccessThe senior citizens represent a fast growing proportion of the population in Europe and other developed areas. This increases the proportion of persons with disability and reducing quality of life. The concept of disability ...