Panagiotis Traganitis

20142019
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Clustering algorithms Engineering & Materials Science
Classifiers Engineering & Materials Science
Learning systems Engineering & Materials Science
Multilayers Engineering & Materials Science
Labels Engineering & Materials Science
Topology Engineering & Materials Science
Subspace Clustering Mathematics
Data storage equipment Engineering & Materials Science

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Research Output 2014 2019

  • 15 Conference contribution
  • 3 Article

Blind Ensemble Classification of Sequential Data

Traganitis, P. A., Jun 2019, 2019 IEEE Data Science Workshop, DSW 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 130-134 5 p. 8755570. (2019 IEEE Data Science Workshop, DSW 2019 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hidden Markov models
Classifiers
Labels
3 Citations (Scopus)

Blind Multiclass Ensemble Classification

Traganitis, P. A., Pages-Zamora, A. & Giannakis, G. B., Sep 15 2018, In : IEEE Transactions on Signal Processing. 66, 18, p. 4737-4752 16 p., 8421667.

Research output: Contribution to journalArticle

Classifiers
Electric fuses
Factorization
Learning algorithms
Pattern recognition
1 Citation (Scopus)

Blind multi-class ensemble learning with dependent classifiers

Traganitis, P. A. & Giannakis, G. B., Nov 29 2018, 2018 26th European Signal Processing Conference, EUSIPCO 2018. European Signal Processing Conference, EUSIPCO, p. 2025-2029 5 p. 8553113. (European Signal Processing Conference; vol. 2018-September).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Classifiers
Electric fuses
Learning algorithms
Pattern recognition
Learning systems

Distributed sketched subspace clustering for large-scale datasets

Traganitis, P. A. & Giannakis, G. B., Mar 9 2018, 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2017. Institute of Electrical and Electronics Engineers Inc., p. 1-5 5 p. (2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2017; vol. 2017-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Subspace Clustering
Clustering algorithms
projection
Random Projection
Unsupervised Classification
3 Citations (Scopus)

Kernel-Based Semi-Supervised Learning over Multilayer Graphs

Ioannidis, V. N., Traganitis, P. A., Shen, Y. & Giannakis, G. B., Aug 24 2018, 2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2018. Institute of Electrical and Electronics Engineers Inc., 8445870. (IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC; vol. 2018-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Supervised learning
Multilayers
Learning systems
Large scale systems