Iosif Mporas

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Prof. Iosif Mporas

Professor of Signal Processing and Machine Learning

20142025

Research activity per year

Search results

  • 2015

    Improving sleep stage classification from electroencephalographic signals by fusion of contextual information

    Mporas, I., Efstathiou, A. & Megalooikonomou, V., 28 Dec 2015, 2015 IEEE 15th International Conference on Bioinformatics and Bioengineering, BIBE 2015. Institute of Electrical and Electronics Engineers (IEEE), 7367736

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Citations (Scopus)

  • Feature selection for improving opinion identification from web authors' posts

    Koumpouri, A., Mporas, I. & Megalooikonomou, V., 1 Oct 2015, Proceedings - 19th Panhellenic Conference on Informatics, PCI 2015. Akoumianakis, D., Karanikolas, N. N., Nikolaidou, M., Xenos, M. & Vergados, D. (eds.). ACM Press, p. 117-122 6 p. (ACM International Conference Proceeding Series; vol. 01-03-October-2015).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Classifying tree structures using elastic matching of sequence encodings

    Mporas, I., 2 Sept 2015, In: Neurocomputing. 163, p. 151-159 9 p.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    File
    1 Citation (Scopus)
    38 Downloads (Pure)

  • Seizure detection using EEG and ECG signals for computer-based monitoring, analysis and management of epileptic patients

    Mporas, I., 15 Apr 2015, In: Expert Systems with Applications. 42, 6, p. 3227-3233 7 p.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    File
    65 Citations (Scopus)
    51 Downloads (Pure)

  • Automatic estimation of web bloggers’ age using regression models

    Simaki, V., Aravantinou, C., Mporas, I. & Megalooikonomou, V., 1 Jan 2015, Speech and Computer - 17th International Conference, SPECOM 2015, Proceedings. Ronzhin, A., Potapova, R. & Fakotakis, N. (eds.). Springer Nature , p. 113-120 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9319).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Citations (Scopus)

  • Automatic sound recognition of urban environment events

    Theodorou, T., Mporas, I. & Fakotakis, N., 1 Jan 2015, Speech and Computer - 17th International Conference, SPECOM 2015, Proceedings. Ronzhin, A., Potapova, R. & Fakotakis, N. (eds.). Springer Nature , p. 129-136 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9319).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    11 Citations (Scopus)

  • Ontological design to support cognitive plasticity for creative immersive experience in computer aided learning

    Lambropoulos, N., Mporas, I., Fardoun, H. M. & Katib, I., 1 Jan 2015, Learning and Collaboration Technologies - 2nd International Conference, LCT 2015 Held as Part of HCI International 2015, Proceedings. Zaphiris, P. & Ioannou, A. (eds.). Springer Nature , p. 261-270 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9192).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Citation (Scopus)

  • Opinion recognition on movie reviews by combining classifiers

    Koumpouri, A., Mporas, I. & Megalooikonomou, V., 1 Jan 2015, Speech and Computer - 17th International Conference, SPECOM 2015, Proceedings. Ronzhin, A., Potapova, R. & Fakotakis, N. (eds.). Springer Nature , p. 309-316 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9319).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Citations (Scopus)

  • Sleep stages classification from electroencephalographic signals based on unsupervised feature space clustering

    Mporas, I., Efstathiou, A. & Megalooikonomou, V., 1 Jan 2015, Brain Informatics and Health - 8th International Conference, BIH 2015, Proceedings. Guo Y., Y., Hill S., S., Friston, K., Peng, H. & Faisal A., A. (eds.). Springer Nature , p. 77-85 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9250).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Citation (Scopus)

  • Time-varying parametric modeling of ECoG for syllable decoding

    Kanas, V. G., Mporas, I., Milsap, G. W., Sgarbas, K. N., Crone, N. E. & Bezerianos, A., 1 Jan 2015, Brain Informatics and Health - 8th International Conference, BIH 2015, Proceedings. Guo Y., Y., Hill S., S., Friston, K., Peng, H. & Faisal A., A. (eds.). Springer Nature , p. 222-231 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9250).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Using sociolinguistic inspired features for gender classification of web authors

    Simaki, V., Aravantinou, C., Mporas, I. & Megalooikonomou, V., 1 Jan 2015, Text, Speech, and Dialogue - 18th International Conference, TSD 2015, Proceedings. Matoušek, V. & Král, P. (eds.). Springer Nature , p. 587-594 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9302).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    5 Citations (Scopus)
  • 2014

    Human motion detection in daily activity tasks using wearable sensors

    Politi, O., Mporas, I. & Megalooikonomou, V., 10 Nov 2014, 2014 Proceedings of the 22nd European Signal Processing Conference, EUSIPCO 2014. European Signal Processing Conference, EUSIPCO, p. 2315-2319 5 p. 6952843. (European Signal Processing Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    20 Citations (Scopus)

  • Joint Spatial-Spectral Feature Space Clustering for Speech Activity Detection from ECoG Signals

    Mporas, I., Knas, V. G. & Benz, H. L., 30 Apr 2014, In: IEEE Transactions on Biomedical Engineering. 61, 4, p. 1241-1250 10 p.

    Research output: Contribution to journal › Article › peer-review

    24 Citations (Scopus)

  • Wavelet basis selection for enhanced speech parametrization in speaker verification

    Mporas, I., Ganchev, T., Siafarikas, M. & Stoyanova, T., 31 Mar 2014, In: International Journal of Speech Technology. 17, 1, p. 27-36 10 p.

    Research output: Contribution to journal › Article › peer-review

    6 Citations (Scopus)

  • Audio feature selection for recognition of non-linguistic vocalization sounds

    Theodorou, T., Mporas, I. & Fakotakis, N., 1 Jan 2014, Artificial Intelligence: Methods and Applications - 8th Hellenic Conference on AI, SETN 2014, Proceedings. Springer Nature , p. 395-405 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8445 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Citations (Scopus)