2020

Sukhanov, S. ; Debes, C. ; Zoubir, A. M. (2020)
Dynamic pattern matching with multiple queries on large scale data streams.
In: Signal Processing, 171
doi: 10.1016/j.sigpro.2019.107402
Artikel, Bibliographie

2019

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 (12.05.2019-17.05.2019)
Konferenzveröffentlichung, Bibliographie

2018

Sukhanov, S. ; Merentitis, A. ; Debes, C. ; Hahn, J. ; Zoubir, A. M. (2018)
Combining SVMs For Classification on Class Imbalanced Data.
Konferenzveröffentlichung, Bibliographie

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.
Konferenzveröffentlichung, Bibliographie

Sukhanov, S. ; Debes, C. ; Zoubir, A. M. (2018)
Interpretable Clustering Ensembles Using Binary Matrix Factorization.
Konferenzveröffentlichung, Bibliographie

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)
Artikel, Bibliographie

2017

Sukhanov, S. ; Tankoyeu, I. ; Louradour, J. ; Heremans, R. ; Trofimova, D. ; Debes, C. (2017)
Multilevel ensembling for local climate zones classification.
Konferenzveröffentlichung, Bibliographie

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).
Konferenzveröffentlichung, Bibliographie

2016

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)
Artikel, Bibliographie

2015

Hamer, H. ; Merentitis, A. ; Frangiadakis, N. ; Sukhanov, S. (2015)
Automatic Visual Analysis of Real-World Events Covered By Social Media Using Convolutional Neural Networks.
IEEE Int. Conf. Data Mining Workshop (ICDMW).
Konferenzveröffentlichung, Bibliographie

Sukhanov, S. ; Merentitis, A. ; Debes, C. ; Hahn, J. ; Zoubir, A. M. (2015)
Bootstrap-Based SVM Aggregation For Class Imbalance Problems.
European Signal Process. Conf. (EUSIPCO).
Konferenzveröffentlichung, Bibliographie