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Sukhanov, S. ; Debes, C. ; Zoubir, A. M. (2020):
Dynamic pattern matching with multiple queries on large scale data streams.
In: Signal Processing, 171, Elsevier B.V., ISSN 0165-1684,
DOI: 10.1016/j.sigpro.2019.107402,
[Article]
Sukhanov, S. ; Debes, C. ; Zoubir, A. M. (2019):
Dynamic Selection of Classifiers for Fusing Imbalanced Heterogeneous Data.
44th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brighton, UK, 12-17 May 2019, [Conference or Workshop Item]
Sukhanov, S. ; Merentitis, A. ; Debes, C. ; Hahn, J. ; Zoubir, A. M. (2018):
Combining SVMs For Classification on Class Imbalanced Data.
In: IEEE Statistical Signal Processing Workshop (SSP), [Conference or Workshop Item]
Sukhanov, S. ; Budylskii, D. ; Tankoyeu, I. ; Heremans, R. ; Debes, C. (2018):
Fusion of LiDAR, Hyperspectral and RGB Data for Urban Land use and Land Cover Classification.
In: 2018 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), [Conference or Workshop Item]
Sukhanov, S. ; Debes, C. ; Zoubir, A. M. (2018):
Interpretable Clustering Ensembles Using Binary Matrix Factorization.
In: Proc. 43th IEEE Int. Conf. Acoustics, Speech and Signal Processing (ICASSP), [Conference or Workshop Item]
Yokoya, N. ; Ghamisi, P. ; Xia, J. ; Sukhanov, S. ; Heremans, R. ; Tankoyeu, I. ; Bechtel, B. ; Saux, B. L. ; Moser, G. ; Tuia, D. (2018):
Open Data for Global Multimodal Land Use Classification: Outcome of the 2017 IEEE GRSS Data Fusion Contest.
In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 11 (5), pp. 1363-1377. [Article]
Sukhanov, S. ; Tankoyeu, I. ; Louradour, J. ; Heremans, R. ; Trofimova, D. ; Debes, C. (2017):
Multilevel ensembling for local climate zones classification.
In: IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pp. 1201-1204, [Conference or Workshop Item]
Sukhanov, S. ; Debes, C. ; Gupta, V. ; Zoubir, A. M. (2017):
Consensus clustering on data fragments.
Proc. 42th IEEE Int. Conf. Acoustics, Speech and Signal Processing (ICASSP), [Conference or Workshop Item]
Debes, C. ; Merentitis, A. ; Sukhanov, S. ; Niessen, M. ; Frangiadakis, N. ; Bauer, A. (2016):
Monitoring Activities of Daily Living in Smart Homes: Understanding Human Behavior.
In: IEEE Signal Process. Mag., 33 (2), pp. 81-94. [Article]
Hamer, H. ; Merentitis, A. ; Frangiadakis, N. ; Sukhanov, S. (2015):
Automatic Visual Analysis of Real-World Events Covered By Social Media Using Convolutional Neural Networks.
pp. 1-6, IEEE Int. Conf. Data Mining Workshop (ICDMW), [Conference or Workshop Item]
Sukhanov, S. ; Merentitis, A. ; Debes, C. ; Hahn, J. ; Zoubir, A. M. (2015):
Bootstrap-Based SVM Aggregation For Class Imbalance Problems.
pp. 165-169, European Signal Process. Conf. (EUSIPCO), [Conference or Workshop Item]