UAB Digital Repository of Documents 5 records found  Search took 0.00 seconds. 
1.
46 p, 5.9 MB Data Mining Tool for Academic Data Exploitation : Webtool description and usage / Spagnolini, Umberto (Politecnico de Milano) ; Fontana, Luigi (Politecnico de Milano) ; Paganoni, Anna Maria (Politecnico de Milano) ; Torrebruno, Aldo (Politecnico de Milano) ; Prada Medrano, Miguel Ángel (Universidad de León) ; Domínguez González, Manuel (Universidad de León) ; Morán, Antonio (Universidad de León) ; Vilanova i Arbós, Ramon (Universitat Autònoma de Barcelona. Departament de Telecomunicació i Enginyeria de Sistemes) ; López Vicario, José (Universitat Autònoma de Barcelona. Departament de Telecomunicació i Enginyeria de Sistemes) ; Varanda, Maria João (Instituto Politecnico de Bragança) ; Alves, P. (Instituto Politecnico de Bragança) ; Popdora, Michal (Opole University of Technology) ; Barbu, Marian (University of Galati)
This document is related to the Data Mining Tools for Academic Data Exploitation, and collects the overall architecture of the SPEET generated WEB-tool, the user manual for the use of WEB-tool and the overview of the output to establish clustering, dropout, and their dependency on students' characteristics. [...]
2019 (SPEET project Intellectual Outputs)  
2.
69 p, 4.8 MB Data Mining Tool for Academic Data Exploitation : Publication Report on Engineering Students Profiles / Barbu, Marian (University of Galati) ; Vilanova i Arbós, Ramon (Universitat Autònoma de Barcelona. Departament de Telecomunicació i Enginyeria de Sistemes) ; López Vicario, José (Universitat Autònoma de Barcelona. Departament de Telecomunicació i Enginyeria de Sistemes) ; Varanda, Maria João (Instituto Politecnico de Bragança) ; Alves, P. (Instituto Politecnico de Bragança) ; Popdora, Michal (Opole University of Technology) ; Kawala-Janik, Aleksandra (Opole University of Technology) ; Prada Medrano, Miguel Ángel (Universidad de León) ; Domínguez González, Manuel (Universidad de León) ; Spagnolini, Umberto (Politecnico de Milano) ; Fontana, Luigi (Politecnico de Milano)
This document aims to reflect the results obtained at SPEET project by means of the application of the deployed data mining tools. More specifically, the application of the student performance tools on the engineering degrees by the participating institutions. [...]
2019 (SPEET project Intellectual Outputs)  
3.
39 p, 3.1 MB Data Mining Tool for Academic Data Exploitation : Graphical Data analysis and Visualization / Prada Medrano, Miguel Ángel (Universidad de León) ; Domínguez González, Manuel (Universidad de León) ; Morán, Antonio (Universidad de León) ; Vilanova i Arbós, Ramon (Universitat Autònoma de Barcelona. Departament de Telecomunicació i Enginyeria de Sistemes) ; López Vicario, José (Universitat Autònoma de Barcelona. Departament de Telecomunicació i Enginyeria de Sistemes) ; Varanda, Maria João (Instituto Politecnico de Bragança) ; Alves, P. (Instituto Politecnico de Bragança) ; Popdora, Michal (Opole University of Technology) ; Barbu, Marian (University of Galati) ; Torrebruno, Aldo (Politecnico de Milano) ; Paganoni, Anna Maria (Politecnico de Milano) ; Spagnolini, Umberto (Politecnico de Milano)
This document aims to reflect the results obtained at SPEET project under the development of the data mining tools are presented. More specifically, two mechanisms have been developed: a clustering/classification scheme of students in terms of academic performance and a drop-out prediction system. [...]
2018 (SPEET project Intellectual Outputs)  
4.
57 p, 3.1 MB Data Mining Tool for Academic Data Exploitation : Selection of most suitable Algorithms / López Vicario, José (Universitat Autònoma de Barcelona. Departament de Telecomunicació i Enginyeria de Sistemes) ; Vilanova i Arbós, Ramon (Universitat Autònoma de Barcelona. Departament de Telecomunicació i Enginyeria de Sistemes) ; Bazzarelli, Manuela (Politecnico de Milano) ; Paganoni, Anna Maria (Politecnico de Milano) ; Spagnolini, Umberto (Politecnico de Milano) ; Torrebruno, Aldo (Politecnico de Milano) ; Prada Medrano, Miguel Ángel (Universidad de León) ; Morán, Antonio (Universidad de León) ; Domínguez González, Manuel (Universidad de León) ; Varanda, Maria João (Instituto Politecnico de Bragança) ; Alves, P. (Instituto Politecnico de Bragança) ; Popdora, Michal (Opole University of Technology) ; Barbu, Marian (University of Galati)
This document aims to reflect the results obtained at SPEET project under the development of the data mining tools are presented. More specifically, two mechanisms have been developed: a clustering/classification scheme of students in terms of academic performance and a drop-out prediction system. [...]
2018 (SPEET project Intellectual Outputs)  
5.
55 p, 1.9 MB Data Mining tool for Academic Data Exploitation : Literature review and first arquitecture proposal / Barbu, Marian (University of Galati) ; Vilanova i Arbós, Ramon (Universitat Autònoma de Barcelona. Departament de Telecomunicació i Enginyeria de Sistemes) ; López Vicario, José (Universitat Autònoma de Barcelona. Departament de Telecomunicació i Enginyeria de Sistemes) ; Varanda, Maria João (Instituto Politecnico de Bragança) ; Popdora, Michal (Opole University of Technology) ; Prada Medrano, Miguel Ángel (Universidad de León) ; Torrebruno, Aldo (Politecnico de Milano) ; Marin, S. (University of Galati) ; Tocu, R. (University of Galati)
This document aims to reflect the necessary aspects implied into the characterisation of a student profile: pedagogical characteristics, teaching learning attitudes, description of the different situations that may reflect problems regarding a normal progress. [...]
2018 (SPEET project Intellectual Outputs)  

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