Publications at the Faculty of Computer Science and Automation since 2015

Results: 1928
Created on: Sun, 05 May 2024 18:55:53 +0200 in 0.0876 sec


Pedrosa, Paulo; Machado, Diogo; Fiedler, Patrique; Alves, Eduardo; Barradas, Nuno Pessoa; Haueisen, Jens; Vaz, Filipe; Fonseca, Carlos
Electrochemical and structural characterization of nanocomposite Ag y :TiN x thin films for dry bioelectrodes: the effect of the N/Ti ratio and Ag content. - In: Electrochimica acta, ISSN 1873-3859, Bd. 153 (2015), S. 602-611

http://dx.doi.org/10.1016/j.electacta.2014.12.020
Yamamoto, Yukiko; Knauf, Rainer; Miyazawa, Yuta; Tsuruta, Setsuo
Increasing the sensitivity of a personalized educational data mining method for curriculum composition. - In: Emerging issues in smart learning, ISBN 978-3-662-44187-9, (2015), S. 201-208

The paper introduces an improvement to an Educational Data Mining approach, which refrains from explicit learner modeling along with a recent refinement and evaluation. The technology models students' learning characteristics by considering real data instead of deriving their characteristics explicitly. It aims at mining course characteristics interdependencies of former students' study traces and utilizing them to optimize curricula of current students based to their performance traits revealed in their educational history. The recent refinement aims at increasing the sensitivity of the Data Mining technology by amplifying the influence of data, which shows interdependencies between the students' talents and weaknesses and weakening the influence of data from students, who perform about the same way in most courses (usually, very good or very poor in most subjects). Finally, the paper shows a validation approach by comparing the students' performance with the degree of similarity of their curriculum to the curriculum proposed by our technology.



Fiedler, Patrique; Griebel, Stefan; Pedrosa, Paulo; Fonseca, Carlos; Vaz, Filipe; Zentner, Lena; Zanow, Frank; Haueisen, Jens
Multichannel EEG with novel Ti/TiN dry electrodes. - In: Sensors and actuators, ISSN 1873-3069, Bd. 221 (2015), S. 139-147

http://dx.doi.org/10.1016/j.sna.2014.10.010
Geletu, Abebe; Klöppel, Michael; Hoffmann, Armin; Li, Pu
A tractable approximation of non-convex chance constrained optimization with non-Gaussian uncertainties. - In: Engineering optimization, ISSN 1029-0273, Bd. 47 (2015), 4, S. 495-520

http://dx.doi.org/10.1080/0305215X.2014.905550
Mynttinen, Ines; Hoffmann, Armin; Runge, Erich; Li, Pu
Smoothing and regularization strategies for optimization of hybrid dynamic systems. - In: Optimization and engineering, ISSN 1573-2924, Bd. 16 (2015), 3, S. 541-569

https://doi.org/10.1007/s11081-014-9261-y
Tätigkeitsbericht. - Ilmenau, Nachgewiesen 1995/97(1997) -