Bogdan Mijovic | OPTEC - K.U.Leuven CoE Optimization in Engineering

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Bogdan Mijovic (ESAT)

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My K.U.Leuven Curriculum Vitae

Member of:

Data-driven modelling (WG2)

IT (Articles in internationally reviewed academic journals)

Vanderperren, K., Mijovic, B., Novitskiy, N., Vanrumste, B., Stiers, P., Van den Bergh, B., Lagae, L., Sunaert, S., Wagemans, J., Van Huffel, S., De Vos, M. (2012). Single trial ERP reading based on Parallel Factor Analysis. Psychophysiology, in press.

Mijovic, B., Vanderperren, K., Novitskiy, N., Vanrumste, B., Stiers, P., Van den Bergh, B., Lagae, L., Wagemans, J., Sunaert, S., Van Huffel, S., De Vos, M. (2012). The “Why” and “How” of JointICA: Results from a visual detection task. NeuroImage, 60 (2), 1171-1185.

Novitskiy, N., Ramautar, J., Vanderperren, K., De Vos, M., Mennes, M., Mijovic, B., Vanrumste, B., Stiers, P., Van den Bergh, B., Lagae, L., Sunaert, S., Van Huffel, S., Wagemans, J. (2011). The BOLD correlates of the visual P1 and N1 in single-trial analysis of simultaneous EEG-fMRI recordings during a spatial detection task. NeuroImage, 54 (2), 824-835.

Mijovic, B., Silva, M., Van den Bergh, B., Allegaert, K., Aerts, J., Berckmans, D., Van Huffel, S. (2010). Assessment of pain expression in infant cry signals using Empirical Mode Decomposition. Methods of Information in Medicine, 49 (5), 448-452.

Silva, M., Mijovic, B., Van den Bergh, B., Allegaert, K., Aerts, J., Van Huffel, S., Berckmans, D. (2010). Decoupling between fundamental frequency and energy envelope of neonate cries. Early Human Development, 86 (1), 35-40.

Mijovic, B., De Vos, M., Gligorijevic, I., Taelman, J., Van Huffel, S. (2010). Source separation from single-channel recordings by combining empirical mode decomposition and independent component analysis. IEEE transactions on biomedical engineering, 57 (9), 2188-2196.

Mijovic, B., Popovic, M., Popovic, D. (2008). Synergistic control of forearm based on accelerometer data and artificial neural network. Brazilian Journal of Medical and Biological Research, 41 (5), 389-397.

IC (Papers at international scientific conferences and symposia, published in full in proceedings)

Gligorijevic, I., De Vos, M., Blok, J., Mijovic, B., van Dijk, J., Van Huffel, S. (2011). Automated way to obtain motor units signatures and estimate their firing patterns during voluntary contractions using HD-sEMG. Proc. 33rd annual international conference of the IEEE engineering in medicine and biology society (IEEE EMBS Boston). 33rd annual international conference of the IEEE engineering in medicine and biology society (IEEE EMBS Boston). Boston, Massachusetss, USA, Aug. 2011 (pp. 4090-4093).

Mijovic, B., De Vos, M., Matic, V., Van Huffel, S. (2011). Independent component analysis as a preprocessing step for data compression of neonatal EEG. Proc. 33rd annual international conference of the IEEE engineering in medicine and biology society. IEEE-EMBC. Boston, Massachusetss, USA, Aug. 2011.

Mijovic, B., De Vos, M., Gligorijevic, I., Van Huffel, S. (2010). Combining EMD with ICA for extracting independent sources from single channel and tow-channel data. Proc. of the 32nd annual International Conference on the IEEE EMBS (IEEE EMB). 32nd annual International Conference on the IEEE EMBS (IEEE EMB). Buenos Aires, Argentina, Aug. 2010 (pp. 5387-5390).

Taelman, J., Mijovic, B., Devuyst, S., Dutoit, T., Van Huffel, S. (2010). ECG artifact removal from surface EMG signals by combining empirical mode decomposition and independent component analysis. Proc. of the International Conference on Bio-inspired Systems and Signal Processing, subconference of the 4th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2011). 4th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2011). Rome, Italy, Jan. 2011.

Vanderperren, K., De Vos, M., Mijovic, B., Ramautar, J., Novitskiy, N., Vanrumste, B., Stiers, P., Van den Bergh, B., Wagemans, J., Lagae, L., Sunaert, S., Van Huffel, S. (2010). PARAFAC on ERP data from a visual detection task during simultaneous fMRI acquisition. Proc. of the International Biosignal Processing Conference: Vol. 103. International Biosignal Processing Conference. Berlin,Germany, Jul. 2010 (pp. 1-4).

Mijovic, B., Silva, M., Van den Bergh, B., Allegaert, K., Aerts, J., Berckmans, D., Van Huffel, S. (2009). Assessment of pain expression in infant cry signals using Empirical Mode Decomposition'. Methods of Information in Medicine: Vol. 49 (5). 6th International workshop on biosignal interpretation (BSI). New Haven, USA, 24-26 June 2009 (pp. 448-452) F.K. Schattauer.

Mijovic, B., Corthout, J., Vandeput, S., Mendez, M., Cerutti, S., Van Huffel, S. (2008). Detection of Obstructive Sleep Apnea by Empirical Mode Decomposition on Tachogram. Proc. of the European Congress of the International Federation for Medical and Biomedical Engineering (ECIFMBE). International Federation for Medical and Biomedical Engineering (ECIFMBE). Antwerp, Belgium, Nov. 2008 (pp. 247-251).

IMa (Meeting abstracts, presented at international scientific conferences and symposia, published or not published in proceedings or journals)

Mijovic, B., Silva, M., Naulaers, G., Van Huffel, S., Allegaert, K. (2010). Empirical mode decomposition to assess the association between coupling in infants cry signals and pain expression quantified by a pain score. EAPS. Copenhagen, 23-26 Oct 2010.

Mijovic, B., De Vos, M., Vanderperren, K., Novitski Nikolai, K., Vanrumste, B., Stiers, P., Van den Bergh, B., Wagemans, J., Lagae, L., Sunaert, S., Van Huffel, S. (2010). Influence of the stimulus onset asynchrony for the analysis of fMRI with independent component analysis. Annual Meeting of the Organization for Human Brain Mapping. Barcelona, Spain, 6-10 June 2010.

Mijovic, B., Vanderperren, K., De Vos, M., Ramautar, J., Novitski Nikolai, K., Vanrumste, B., Stiers, P., Van den Bergh, B., Wagemans, J., Lagae, L., Sunaert, S., Van Huffel, S. (2009). Influence of the stimulus onset asynchrony in fMRI experiment to the independent component analysis results. Proceedings of the Neuromath Workshop, Advanced Methods for the estimation of Human Brain Activity and Connectivity. Neuromath Workshop, Advanced Methods for the estimation of Human Brain Activity and Connectivity. Limassol, Cyprus, November-December 2009, 114-115.

TH (Thesis)

Mijovic, B., Van Huffel, S. (sup.) (2012). Data-driven Multimodal Signal Processing with Applications to EEG-fMRI Fusion (Datagedreven multimodale signaalverwerking met toepassingen in EEG-fMRI fusie), 216 pp.

This list is generated from Lirias and contains data from Lirias as it is entered and validated by the researcher.

Newsflash

Two OPTEC professors have been awarded three "Gouden Krijtjes", the yearly teaching awards given by the organization of engineering students (vtk). Prof. Lombaert was awarded the prize for the best course in civil engineering, and Prof. Diehl the prizes for the best professor and the best course in mathematical engineering (where he teaches numerical optimization). They received these awards at the yearly "proffentap" where experienced students taught them how to draft beer professionally.