Provider: Schloss Dagstuhl - Leibniz Center for Informatics
Database: dblp computer science bibliography
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TY - JOUR
ID - DBLP:journals/ijon/GuignardAK21
AU - Guignard, Fabian
AU - Amato, Federico
AU - Kanevski, Mikhail F.
TI - Uncertainty quantification in extreme learning machine: Analytical developments, variance estimates and confidence intervals.
JO - Neurocomputing
VL - 456
SP - 436
EP - 449
PY - 2021//
DO - 10.1016/J.NEUCOM.2021.04.027
UR - https://doi.org/10.1016/j.neucom.2021.04.027
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2104-07784
AU - Tuia, Devis
AU - Volpi, Michele
AU - Copa, Loris
AU - Kanevski, Mikhail F.
AU - Muñoz-Marí, Jordi
TI - A survey of active learning algorithms for supervised remote sensing image classification.
JO - CoRR
VL - abs/2104.07784
PY - 2021//
UR - https://arxiv.org/abs/2104.07784
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2108-00859
AU - Amato, Federico
AU - Guignard, Fabian
AU - Walch, Alina
AU - Mohajeri, Nahid
AU - Scartezzini, Jean-Louis
AU - Kanevski, Mikhail F.
TI - Spatio-temporal estimation of wind speed and wind power using machine learning: predictions, uncertainty and technical potential.
JO - CoRR
VL - abs/2108.00859
PY - 2021//
UR - https://arxiv.org/abs/2108.00859
ER -
TY - CPAPER
ID - DBLP:conf/ci/AmatoGHK20
AU - Amato, Federico
AU - Guignard, Fabian
AU - Humphrey, Vincent
AU - Kanevski, Mikhail F.
TI - Spatio-temporal evolution of global surface temperature distributions.
BT - CI 2020: 10th International Conference on Climate Informatics, Virtual Event, Oxford, UK, September 23-25, 2020
SP - 37
EP - 43
PY - 2020//
DO - 10.1145/3429309.3429315
UR - https://doi.org/10.1145/3429309.3429315
ER -
TY - CPAPER
ID - DBLP:conf/esann/AmatoGJK20
AU - Amato, Federico
AU - Guignard, Fabian
AU - Jacquet, Philippe
AU - Kanevski, Mikhail F.
TI - On Feature Selection Using Anisotropic General Regression Neural Network.
BT - 28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2020, Bruges, Belgium, October 2-4, 2020
SP - 411
EP - 416
PY - 2020//
UR - https://www.esann.org/sites/default/files/proceedings/2020/ES2020-16.pdf
ER -
TY - CPAPER
ID - DBLP:conf/esann/GuignardLK20
AU - Guignard, Fabian
AU - Laib, Mohamed
AU - Kanevski, Mikhail F.
TI - Model Variance for Extreme Learning Machine.
BT - 28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2020, Bruges, Belgium, October 2-4, 2020
SP - 703
EP - 708
PY - 2020//
UR - https://www.esann.org/sites/default/files/proceedings/2020/ES2020-15.pdf
ER -
TY - CPAPER
ID - DBLP:conf/icpr/KanevskiL20
AU - Kanevski, Mikhail F.
AU - Laib, Mohamed
TI - Unsupervised Learning of High Dimensional Environmental Data Using Local Fractality Concept.
BT - Pattern Recognition. ICPR International Workshops and Challenges - Virtual Event, January 10-15, 2021, Proceedings, Part VI
SP - 130
EP - 138
PY - 2020//
DO - 10.1007/978-3-030-68780-9_13
UR - https://doi.org/10.1007/978-3-030-68780-9_13
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2006-12386
AU - Amato, Federico
AU - Guignard, Fabian
AU - Humphrey, Vincent
AU - Kanevski, Mikhail F.
TI - Spatio-temporal evolution of global surface temperature distributions.
JO - CoRR
VL - abs/2006.12386
PY - 2020//
UR - https://arxiv.org/abs/2006.12386
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2007-11836
AU - Amato, Federico
AU - Guignard, Fabian
AU - Robert, Sylvain
AU - Kanevski, Mikhail F.
TI - A Novel Framework for Spatio-Temporal Prediction of Climate Data Using Deep Learning.
JO - CoRR
VL - abs/2007.11836
PY - 2020//
UR - https://arxiv.org/abs/2007.11836
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2010-05744
AU - Amato, Federico
AU - Guignard, Fabian
AU - Jacquet, Philippe
AU - Kanevski, Mikhail F.
TI - On Feature Selection Using Anisotropic General Regression Neural Network.
JO - CoRR
VL - abs/2010.05744
PY - 2020//
UR - https://arxiv.org/abs/2010.05744
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/abs-2011-01704
AU - Guignard, Fabian
AU - Amato, Federico
AU - Kanevski, Mikhail F.
TI - Uncertainty Quantification in Extreme Learning Machine: Analytical Developments, Variance Estimates and Confidence Intervals.
JO - CoRR
VL - abs/2011.01704
PY - 2020//
UR - https://arxiv.org/abs/2011.01704
ER -
TY - JOUR
ID - DBLP:journals/entropy/GuignardMLKT19
AU - Guignard, Fabian
AU - Mauree, Dasaraden
AU - Lovallo, Michele
AU - Kanevski, Mikhail F.
AU - Telesca, Luciano
TI - Fisher-Shannon Complexity Analysis of High-Frequency Urban Wind Speed Time Series.
JO - Entropy
VL - 21
IS - 1
SP - 47
PY - 2019//
DO - 10.3390/E21010047
UR - https://doi.org/10.3390/e21010047
UR - https://www.wikidata.org/entity/Q103832590
ER -
TY - JOUR
ID - DBLP:journals/gandc/LaibK19
AU - Laib, Mohamed
AU - Kanevski, Mikhail F.
TI - A new algorithm for redundancy minimisation in geo-environmental data.
JO - Comput. Geosci.
VL - 133
PY - 2019//
DO - 10.1016/J.CAGEO.2019.104328
UR - https://doi.org/10.1016/j.cageo.2019.104328
ER -
TY - JOUR
ID - DBLP:journals/envsoft/LeuenbergerPTPK18
AU - Leuenberger, Michael
AU - Parente, Joana
AU - Tonini, Marj
AU - Pereira, Mário G.
AU - Kanevski, Mikhail F.
TI - Wildfire susceptibility mapping: Deterministic vs. stochastic approaches.
JO - Environ. Model. Softw.
VL - 101
SP - 194
EP - 203
PY - 2018//
DO - 10.1016/J.ENVSOFT.2017.12.019
UR - https://doi.org/10.1016/j.envsoft.2017.12.019
UR - https://www.wikidata.org/entity/Q58644927
ER -
TY - JOUR
ID - DBLP:journals/envsoft/AmatoTMK18
AU - Amato, Federico
AU - Tonini, Marj
AU - Murgante, Beniamino
AU - Kanevski, Mikhail F.
TI - Fuzzy definition of Rural Urban Interface: An application based on land use change scenarios in Portugal.
JO - Environ. Model. Softw.
VL - 104
SP - 171
EP - 187
PY - 2018//
DO - 10.1016/J.ENVSOFT.2018.03.016
UR - https://doi.org/10.1016/j.envsoft.2018.03.016
UR - https://www.wikidata.org/entity/Q111897727
ER -
TY - CPAPER
ID - DBLP:conf/esann/LaibK18
AU - Laib, Mohamed
AU - Kanevski, Mikhail F.
TI - A novel filter algorithm for unsupervised feature selection based on a space filling measure.
BT - 26th European Symposium on Artificial Neural Networks, ESANN 2018, Bruges, Belgium, April 25-27, 2018
PY - 2018//
UR - https://www.esann.org/sites/default/files/proceedings/legacy/es2018-57.pdf
ER -
TY - JOUR
ID - DBLP:journals/kbs/GolayK17
AU - Golay, Jean
AU - Kanevski, Mikhail F.
TI - Unsupervised feature selection based on the Morisita estimator of intrinsic dimension.
JO - Knowl. Based Syst.
VL - 135
SP - 125
EP - 134
PY - 2017//
DO - 10.1016/J.KNOSYS.2017.08.009
UR - https://doi.org/10.1016/j.knosys.2017.08.009
ER -
TY - JOUR
ID - DBLP:journals/pr/GolayLK17
AU - Golay, Jean
AU - Leuenberger, Michael
AU - Kanevski, Mikhail F.
TI - Feature selection for regression problems based on the Morisita estimator of intrinsic dimension.
JO - Pattern Recognit.
VL - 70
SP - 126
EP - 138
PY - 2017//
DO - 10.1016/J.PATCOG.2017.05.008
UR - https://doi.org/10.1016/j.patcog.2017.05.008
UR - https://www.wikidata.org/entity/Q57526980
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/LaibK17
AU - Laib, Mohamed
AU - Kanevski, Mikhail F.
TI - Unsupervised Feature Selection Based on Space Filling Concept.
JO - CoRR
VL - abs/1706.08894
PY - 2017//
UR - http://arxiv.org/abs/1706.08894
ER -
TY - JOUR
ID - DBLP:journals/ijon/AiolliBHK16
AU - Aiolli, Fabio
AU - Bunte, Kerstin
AU - Hérault, Romain
AU - Kanevski, Mikhail F.
TI - Special issue: Advances in artificial neural networks, machine learning and computational intelligenceSelected papers from the 23rd European Symposium on Artificial Neural Networks (ESANN 2015).
JO - Neurocomputing
VL - 192
SP - 1
EP - 2
PY - 2016//
DO - 10.1016/J.NEUCOM.2016.02.005
UR - https://doi.org/10.1016/j.neucom.2016.02.005
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/GolayLK16
AU - Golay, Jean
AU - Leuenberger, Michael
AU - Kanevski, Mikhail F.
TI - Feature Selection for Regression Problems Based on the Morisita Estimator of Intrinsic Dimension: Concept and Case Studies.
JO - CoRR
VL - abs/1602.00216
PY - 2016//
UR - http://arxiv.org/abs/1602.00216
ER -
TY - Informal or Other Publication
ID - DBLP:journals/corr/GolayK16
AU - Golay, Jean
AU - Kanevski, Mikhail F.
TI - Unsupervised Feature Selection Based on the Morisita Estimator of Intrinsic Dimension.
JO - CoRR
VL - abs/1608.05581
PY - 2016//
UR - http://arxiv.org/abs/1608.05581
ER -
TY - JOUR
ID - DBLP:journals/gandc/KanevskiD15
AU - Kanevski, Mikhail F.
AU - Demyanov, Vasiliy V.
TI - Statistical learning in geoscience modelling: Novel algorithms and challenging case studies.
JO - Comput. Geosci.
VL - 85
SP - 1
EP - 2
PY - 2015//
DO - 10.1016/J.CAGEO.2015.10.007
UR - https://doi.org/10.1016/j.cageo.2015.10.007
UR - https://www.wikidata.org/entity/Q57527007
ER -
TY - JOUR
ID - DBLP:journals/gandc/LeuenbergerK15
AU - Leuenberger, Michael
AU - Kanevski, Mikhail F.
TI - Extreme Learning Machines for spatial environmental data.
JO - Comput. Geosci.
VL - 85
SP - 64
EP - 73
PY - 2015//
DO - 10.1016/J.CAGEO.2015.06.020
UR - https://doi.org/10.1016/j.cageo.2015.06.020
UR - https://www.wikidata.org/entity/Q57526998
ER -
TY - JOUR
ID - DBLP:journals/pr/GolayK15
AU - Golay, Jean
AU - Kanevski, Mikhail F.
TI - A new estimator of intrinsic dimension based on the multipoint Morisita index.
JO - Pattern Recognit.
VL - 48
IS - 12
SP - 4070
EP - 4081
PY - 2015//
DO - 10.1016/J.PATCOG.2015.06.010
UR - https://doi.org/10.1016/j.patcog.2015.06.010
UR - https://www.wikidata.org/entity/Q57526995
ER -
TY - JOUR
ID - DBLP:journals/tgrs/MatasciVKBT15
AU - Matasci, Giona
AU - Volpi, Michele
AU - Kanevski, Mikhail F.
AU - Bruzzone, Lorenzo
AU - Tuia, Devis
TI - Semisupervised Transfer Component Analysis for Domain Adaptation in Remote Sensing Image Classification.
JO - IEEE Trans. Geosci. Remote. Sens.
VL - 53
IS - 7
SP - 3550
EP - 3564
PY - 2015//
DO - 10.1109/TGRS.2014.2377785
UR - https://doi.org/10.1109/TGRS.2014.2377785
UR - https://www.wikidata.org/entity/Q57527006
ER -
TY - CPAPER
ID - DBLP:conf/esann/GolayLK15
AU - Golay, Jean
AU - Leuenberger, Michael
AU - Kanevski, Mikhail F.
TI - Morisita-based feature selection for regression problems.
BT - 23rd European Symposium on Artificial Neural Networks, ESANN 2015, Bruges, Belgium, April 22-24, 2015
PY - 2015//
UR - https://www.esann.org/sites/default/files/proceedings/legacy/es2015-41.pdf
ER -
TY - JOUR
ID - DBLP:journals/ijon/VolpiMKT14
AU - Volpi, Michele
AU - Matasci, Giona
AU - Kanevski, Mikhail F.
AU - Tuia, Devis
TI - Semi-supervised multiview embedding for hyperspectral data classification.
JO - Neurocomputing
VL - 145
SP - 427
EP - 437
PY - 2014//
DO - 10.1016/J.NEUCOM.2014.05.010
UR - https://doi.org/10.1016/j.neucom.2014.05.010
UR - https://www.wikidata.org/entity/Q57527018
ER -
TY - CPAPER
ID - DBLP:conf/esann/LeuenbergerK14
AU - Leuenberger, Michael
AU - Kanevski, Mikhail F.
TI - Feature selection in environmental data mining combining Simulated Annealing and Extreme Learning Machine.
BT - 22th European Symposium on Artificial Neural Networks, ESANN 2014, Bruges, Belgium, April 23-25, 2014
PY - 2014//
UR - https://www.esann.org/sites/default/files/proceedings/legacy/es2014-90.pdf
ER -
TY - CPAPER
ID - DBLP:conf/iccsa/MarvugliaKLB14
AU - Marvuglia, Antonino
AU - Kanevski, Mikhail F.
AU - Leuenberger, Michael
AU - Benetto, Enrico
TI - Variables Selection for Ecotoxicity and Human Toxicity Characterization Using Gamma Test.
BT - Computational Science and Its Applications - ICCSA 2014 - 14th International Conference, Guimarães, Portugal, June 30 - July 3, 2014, Proceedings, Part III
SP - 640
EP - 652
PY - 2014//
DO - 10.1007/978-3-319-09150-1_47
UR - https://doi.org/10.1007/978-3-319-09150-1_47
UR - https://www.wikidata.org/entity/Q57527024
ER -
TY - CPAPER
ID - DBLP:conf/iccsa/ChampendalKH14
AU - Champendal, Alexandre
AU - Kanevski, Mikhail F.
AU - Huguenot, Pierre-Emmanuel
TI - Air Pollution Mapping Using Nonlinear Land Use Regression Models.
BT - Computational Science and Its Applications - ICCSA 2014 - 14th International Conference, Guimarães, Portugal, June 30 - July 3, 2014, Proceedings, Part III
SP - 682
EP - 690
PY - 2014//
DO - 10.1007/978-3-319-09150-1_50
UR - https://doi.org/10.1007/978-3-319-09150-1_50
UR - https://www.wikidata.org/entity/Q57527011
ER -
TY - CPAPER
ID - DBLP:conf/igarss/MatasciMKT14
AU - Matasci, Giona
AU - Morsier, Frank de
AU - Kanevski, Mikhail F.
AU - Tuia, Devis
TI - Domain adaptation in remote sensing through cross-image synthesis with dictionaries.
BT - 2014 IEEE Geoscience and Remote Sensing Symposium, IGARSS 2014, Quebec City, QC, Canada, July 13-18, 2014
SP - 3714
EP - 3717
PY - 2014//
DO - 10.1109/IGARSS.2014.6947290
UR - https://doi.org/10.1109/IGARSS.2014.6947290
UR - https://www.wikidata.org/entity/Q57527013
ER -
TY - JOUR
ID - DBLP:journals/aeog/VolpiTBKB13
AU - Volpi, Michele
AU - Tuia, Devis
AU - Bovolo, Francesca
AU - Kanevski, Mikhail F.
AU - Bruzzone, Lorenzo
TI - Supervised change detection in VHR images using contextual information and support vector machines.
JO - Int. J. Appl. Earth Obs. Geoinformation
VL - 20
SP - 77
EP - 85
PY - 2013//
DO - 10.1016/J.JAG.2011.10.013
UR - https://doi.org/10.1016/j.jag.2011.10.013
UR - https://www.wikidata.org/entity/Q57527039
ER -
TY - JOUR
ID - DBLP:journals/gandc/VolpiPK13
AU - Volpi, Michele
AU - Petropoulos, George P.
AU - Kanevski, Mikhail F.
TI - Flooding extent cartography with Landsat TM imagery and regularized kernel Fisher's discriminant analysis.
JO - Comput. Geosci.
VL - 57
SP - 24
EP - 31
PY - 2013//
DO - 10.1016/J.CAGEO.2013.03.009
UR - https://doi.org/10.1016/j.cageo.2013.03.009
UR - https://www.wikidata.org/entity/Q57527025
ER -
TY - JOUR
ID - DBLP:journals/mags/RevilloudLDKTS13
AU - Revilloud, Marc
AU - Loubier, Jean-Christophe
AU - Doctor, Marut
AU - Kanevski, Mikhail F.
AU - Timonin, Vadim
AU - Schumacher, Michael Ignaz
TI - Predicting snow height in ski resorts using an agent-based simulation.
JO - Multiagent Grid Syst.
VL - 9
IS - 4
SP - 279
EP - 299
PY - 2013//
DO - 10.3233/MGS-130209
UR - https://doi.org/10.3233/MGS-130209
UR - https://www.wikidata.org/entity/Q57527030
ER -
TY - CPAPER
ID - DBLP:conf/esann/VolpiMKT13
AU - Volpi, Michele
AU - Matasci, Giona
AU - Kanevski, Mikhail F.
AU - Tuia, Devis
TI - Multi-view feature extraction for hyperspectral image classification.
BT - 21st European Symposium on Artificial Neural Networks, ESANN 2013, Bruges, Belgium, April 24-26, 2013
PY - 2013//
UR - https://www.esann.org/sites/default/files/proceedings/legacy/es2013-34.pdf
ER -
TY - CPAPER
ID - DBLP:conf/icpram/MatasciBVTK13
AU - Matasci, Giona
AU - Bruzzone, Lorenzo
AU - Volpi, Michele
AU - Tuia, Devis
AU - Kanevski, Mikhail F.
TI - Investigating Feature Extraction for Domain Adaptation in Remote Sensing Image Classification.
BT - ICPRAM 2013 - Proceedings of the 2nd International Conference on Pattern Recognition Applications and Methods, Barcelona, Spain, 15-18 February, 2013.
SP - 419
EP - 424
PY - 2013//
ER -
TY - CPAPER
ID - DBLP:conf/igarss/VolpiMCKT13
AU - Volpi, Michele
AU - Morsier, Frank de
AU - Camps-Valls, Gustavo
AU - Kanevski, Mikhail F.
AU - Tuia, Devis
TI - Multi-sensor change detection based on nonlinear canonical correlations.
BT - 2013 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2013, Melbourne, Australia, July 21-26, 2013
SP - 1944
EP - 1947
PY - 2013//
DO - 10.1109/IGARSS.2013.6723187
UR - https://doi.org/10.1109/IGARSS.2013.6723187
UR - https://www.wikidata.org/entity/Q57527028
ER -
TY - CPAPER
ID - DBLP:conf/igarss/MatasciLPKT13
AU - Matasci, Giona
AU - Longbotham, Nathan
AU - Pacifici, Fabio
AU - Kanevski, Mikhail F.
AU - Tuia, Devis
TI - Statistical assessment of dataset shift and model portability in multi-angle in-track image acquisitions.
BT - 2013 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2013, Melbourne, Australia, July 21-26, 2013
SP - 4134
EP - 4137
PY - 2013//
DO - 10.1109/IGARSS.2013.6723743
UR - https://doi.org/10.1109/IGARSS.2013.6723743
UR - https://www.wikidata.org/entity/Q57527036
ER -
TY - JOUR
ID - DBLP:journals/lgrs/VolpiTCK12
AU - Volpi, Michele
AU - Tuia, Devis
AU - Camps-Valls, Gustavo
AU - Kanevski, Mikhail F.
TI - Unsupervised Change Detection With Kernels.
JO - IEEE Geosci. Remote. Sens. Lett.
VL - 9
IS - 6
SP - 1026
EP - 1030
PY - 2012//
DO - 10.1109/LGRS.2012.2189092
UR - https://doi.org/10.1109/LGRS.2012.2189092
UR - https://www.wikidata.org/entity/Q57527055
ER -
TY - JOUR
ID - DBLP:journals/staeors/MatasciTK12
AU - Matasci, Giona
AU - Tuia, Devis
AU - Kanevski, Mikhail F.
TI - SVM-Based Boosting of Active Learning Strategies for Efficient Domain Adaptation.
JO - IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
VL - 5
IS - 5
SP - 1335
EP - 1343
PY - 2012//
DO - 10.1109/JSTARS.2012.2202881
UR - https://doi.org/10.1109/JSTARS.2012.2202881
UR - https://www.wikidata.org/entity/Q57527053
ER -
TY - JOUR
ID - DBLP:journals/tgrs/ForestiKP12
AU - Foresti, Loris
AU - Kanevski, Mikhail F.
AU - Pozdnoukhov, Alexei
TI - Kernel-Based Mapping of Orographic Rainfall Enhancement in the Swiss Alps as Detected by Weather Radar.
JO - IEEE Trans. Geosci. Remote. Sens.
VL - 50
IS - 8
SP - 2954
EP - 2967
PY - 2012//
DO - 10.1109/TGRS.2011.2179550
UR - https://doi.org/10.1109/TGRS.2011.2179550
UR - https://www.wikidata.org/entity/Q57527047
ER -
TY - JOUR
ID - DBLP:journals/tgrs/VolpiTK12
AU - Volpi, Michele
AU - Tuia, Devis
AU - Kanevski, Mikhail F.
TI - Memory-Based Cluster Sampling for Remote Sensing Image Classification.
JO - IEEE Trans. Geosci. Remote. Sens.
VL - 50
IS - 8
SP - 3096
EP - 3106
PY - 2012//
DO - 10.1109/TGRS.2011.2179661
UR - https://doi.org/10.1109/TGRS.2011.2179661
UR - https://www.wikidata.org/entity/Q57527049
ER -
TY - CPAPER
ID - DBLP:conf/igarss/VolpiMTK12
AU - Volpi, Michele
AU - Matasci, Giona
AU - Tuia, Devis
AU - Kanevski, Mikhail F.
TI - Enhanced change detection using nonlinear feature extraction.
BT - 2012 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2012, Munich, Germany, July 22-27, 2012
SP - 6757
EP - 6760
PY - 2012//
DO - 10.1109/IGARSS.2012.6352554
UR - https://doi.org/10.1109/IGARSS.2012.6352554
UR - https://www.wikidata.org/entity/Q57527045
ER -
TY - JOUR
ID - DBLP:journals/jstsp/TuiaVCKM11
AU - Tuia, Devis
AU - Volpi, Michele
AU - Copa, Loris
AU - Kanevski, Mikhail F.
AU - Muñoz-Marí, Jordi
TI - A Survey of Active Learning Algorithms for Supervised Remote Sensing Image Classification.
JO - IEEE J. Sel. Top. Signal Process.
VL - 5
IS - 3
SP - 606
EP - 617
PY - 2011//
DO - 10.1109/JSTSP.2011.2139193
UR - https://doi.org/10.1109/JSTSP.2011.2139193
UR - https://www.wikidata.org/entity/Q57527058
ER -
TY - JOUR
ID - DBLP:journals/vlsisp/TuiaMKC11
AU - Tuia, Devis
AU - Muñoz-Marí, Jordi
AU - Kanevski, Mikhail F.
AU - Camps-Valls, Gustavo
TI - Structured Output SVM for Remote Sensing Image Classification.
JO - J. Signal Process. Syst.
VL - 65
IS - 3
SP - 301
EP - 310
PY - 2011//
DO - 10.1007/S11265-010-0483-8
UR - https://doi.org/10.1007/s11265-010-0483-8
UR - https://www.wikidata.org/entity/Q57527075
ER -
TY - CPAPER
ID - DBLP:conf/igarss/VolpiTCK11
AU - Volpi, Michele
AU - Tuia, Devis
AU - Camps-Valls, Gustavo
AU - Kanevski, Mikhail F.
TI - Unsupervised change detection in the feature space using kernels.
BT - 2011 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2011, Vancouver, BC, Canada, July 24-29, 2011
SP - 106
EP - 109
PY - 2011//
DO - 10.1109/IGARSS.2011.6048909
UR - https://doi.org/10.1109/IGARSS.2011.6048909
UR - https://www.wikidata.org/entity/Q57527081
ER -
TY - CPAPER
ID - DBLP:conf/igarss/MatasciTK11
AU - Matasci, Giona
AU - Tuia, Devis
AU - Kanevski, Mikhail F.
TI - Domain separation for efficient adaptive active learning.
BT - 2011 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2011, Vancouver, BC, Canada, July 24-29, 2011
SP - 3716
EP - 3719
PY - 2011//
DO - 10.1109/IGARSS.2011.6050032
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ID - DBLP:conf/paams/RevilloudLDKTS11
AU - Revilloud, Marc
AU - Loubier, Jean-Christophe
AU - Doctor, Marut
AU - Kanevski, Mikhail F.
AU - Timonin, Vadim
AU - Schumacher, M.
TI - Artificial Snow Optimization in Winter Sport Destinations Using a Multi-agent Simulation.
BT - Advances on Practical Applications of Agents and Multiagent Systems - 9th International Conference on Practical Applications of Agents and Multiagent Systems, PAAMS 2011, Salamanca, Spain, 6-8 April 2011
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ID - DBLP:journals/tgrs/TuiaRPKE10
AU - Tuia, Devis
AU - Ratle, Frédéric
AU - Pacifici, Fabio
AU - Kanevski, Mikhail F.
AU - Emery, William J.
TI - Correction to "Active Learning Methods for Remote Sensing Image Classification" [Jul 09 2218-2232].
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ID - DBLP:journals/tgrs/TuiaCMK10
AU - Tuia, Devis
AU - Camps-Valls, Gustavo
AU - Matasci, Giona
AU - Kanevski, Mikhail F.
TI - Learning Relevant Image Features With Multiple-Kernel Classification.
JO - IEEE Trans. Geosci. Remote. Sens.
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ID - DBLP:conf/esann/ForestiTTK10
AU - Foresti, Loris
AU - Tuia, Devis
AU - Timonin, Vadim
AU - Kanevski, Mikhail F.
TI - Time series input selection using multiple kernel learning.
BT - 18th European Symposium on Artificial Neural Networks, ESANN 2010, Bruges, Belgium, April 28-30, 2010, Proceedings
PY - 2010//
UR - https://www.esann.org/sites/default/files/proceedings/legacy/es2010-28.pdf
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ID - DBLP:conf/esann/KanevskiT10
AU - Kanevski, Mikhail F.
AU - Timonin, Vadim
TI - Machine learning analysis and modeling of interest rate curves.
BT - 18th European Symposium on Artificial Neural Networks, ESANN 2010, Bruges, Belgium, April 28-30, 2010, Proceedings
PY - 2010//
UR - https://www.esann.org/sites/default/files/proceedings/legacy/es2010-17.pdf
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TY - CPAPER
ID - DBLP:conf/igarss/VolpiTK10
AU - Volpi, Michele
AU - Tuia, Devis
AU - Kanevski, Mikhail F.
TI - Advanced active sampling for remote sensing image classification.
BT - IEEE International Geoscience & Remote Sensing Symposium, IGARSS 2010, July 25-30, 2010, Honolulu, Hawaii, USA, Proceedings
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EP - 1417
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ID - DBLP:conf/igarss/TuiaKMC10
AU - Tuia, Devis
AU - Kanevski, Mikhail F.
AU - Muñoz-Marí, Jordi
AU - Camps-Valls, Gustavo
TI - Cluster-based active learning for compact image classification.
BT - IEEE International Geoscience & Remote Sensing Symposium, IGARSS 2010, July 25-30, 2010, Honolulu, Hawaii, USA, Proceedings
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ID - DBLP:journals/tcos/TuiaKCK09
AU - Tuia, Devis
AU - Kaiser, Christian
AU - Cunha, Antonio Da
AU - Kanevski, Mikhail F.
TI - Clustering and Hot Spot Detection in Socio-economic Spatio-temporal Data.
JO - Trans. Comput. Sci.
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PY - 2009//
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ID - DBLP:journals/tgrs/TuiaRPKE09
AU - Tuia, Devis
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AU - Pacifici, Fabio
AU - Kanevski, Mikhail F.
AU - Emery, William J.
TI - Active Learning Methods for Remote Sensing Image Classification.
JO - IEEE Trans. Geosci. Remote. Sens.
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ID - DBLP:journals/tgrs/TuiaPKE09
AU - Tuia, Devis
AU - Pacifici, Fabio
AU - Kanevski, Mikhail F.
AU - Emery, William J.
TI - Classification of Very High Spatial Resolution Imagery Using Mathematical Morphology and Support Vector Machines.
JO - IEEE Trans. Geosci. Remote. Sens.
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ID - DBLP:conf/csie/BaiWPK09
AU - Bai, S. B.
AU - Wang, J.
AU - Pozdnoukhov, Alexei
AU - Kanevski, Mikhail F.
TI - Validation of Logistic Regression Models for Landslide Susceptibility Maps.
BT - CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31 - April 2, 2009, Los Angeles, California, USA, 7 Volumes
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EP - 358
PY - 2009//
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ID - DBLP:conf/icann/ForestiTPK09
AU - Foresti, Loris
AU - Tuia, Devis
AU - Pozdnoukhov, Alexei
AU - Kanevski, Mikhail F.
TI - Multiple Kernel Learning of Environmental Data. Case Study: Analysis and Mapping of Wind Fields.
BT - Artificial Neural Networks - ICANN 2009, 19th International Conference, Limassol, Cyprus, September 14-17, 2009, Proceedings, Part II
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EP - 943
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ID - DBLP:conf/igarss/TuiaMCK09
AU - Tuia, Devis
AU - Matasci, Giona
AU - Camps-Valls, Gustavo
AU - Kanevski, Mikhail F.
TI - Learning the Relevant Image Features with Multiple Kernels.
BT - IEEE International Geoscience & Remote Sensing Symposium, IGARSS 2009, July 12-17, 2009, University of Cape Town, Cape Town, South Africa, Proceedings
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EP - 68
PY - 2009//
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ID - DBLP:journals/lgrs/FasbenderTBK08
AU - Fasbender, Dominique
AU - Tuia, Devis
AU - Bogaert, Patrick
AU - Kanevski, Mikhail F.
TI - Support-Based Implementation of Bayesian Data Fusion for Spatial Enhancement: Applications to ASTER Thermal Images.
JO - IEEE Geosci. Remote. Sens. Lett.
VL - 5
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ID - DBLP:conf/esann/PozdnoukhovK08
AU - Pozdnoukhov, Alexei
AU - Kanevski, Mikhail F.
TI - GeoKernels: modeling of spatial data on geomanifolds.
BT - 16th European Symposium on Artificial Neural Networks, ESANN 2008, Bruges, Belgium, April 23-25, 2008, Proceedings
SP - 277
EP - 282
PY - 2008//
UR - https://www.esann.org/sites/default/files/proceedings/legacy/es2008-75.pdf
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ID - DBLP:conf/fskd/BaiWZPK08
AU - Bai, S. B.
AU - Wang, J.
AU - Zhang, F. Y.
AU - Pozdnoukhov, Alexei
AU - Kanevski, Mikhail F.
TI - Prediction of Landslide Susceptibility Using logistic Regression: A Case Study in Bailongjiang River Basin, China.
BT - Fifth International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2008, 18-20 October 2008, Jinan, Shandong, China, Proceedings, Volume 4
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PY - 2008//
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UR - https://doi.ieeecomputersociety.org/10.1109/FSKD.2008.524
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ID - DBLP:conf/iccsa/TuiaKCK08
AU - Tuia, Devis
AU - Kaiser, Christian
AU - Cunha, Antonio Da
AU - Kanevski, Mikhail F.
TI - Socio-economic Data Analysis with Scan Statistics and Self-organizing Maps.
BT - Computational Science and Its Applications - ICCSA 2008, International Conference, Perugia, Italy, June 30 - July 3, 2008, Proceedings, Part I
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ID - DBLP:conf/iccsa/KanevskiTP08
AU - Kanevski, Mikhail F.
AU - Timonin, Vadim
AU - Pozdnoukhov, Alexei
TI - Automatic Decision-Oriented Mapping of Pollution Data.
BT - Computational Science and Its Applications - ICCSA 2008, International Conference, Perugia, Italy, June 30 - July 3, 2008, Proceedings, Part I
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ID - DBLP:conf/igarss/TuiaRPPKFSE08
AU - Tuia, Devis
AU - Ratle, Frédéric
AU - Pacifici, Fabio
AU - Pozdnoukhov, Alexei
AU - Kanevski, Mikhail F.
AU - Frate, Fabio Del
AU - Solimini, Domenico
AU - Emery, William J.
TI - Active Learning of Very-High Resolution Optical Imagery with SVM: Entropy vs Margin Sampling.
BT - IEEE International Geoscience & Remote Sensing Symposium, IGARSS 2008, July 8-11, 2008, Boston, Massachusetts, USA, Proceedings
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ID - DBLP:journals/rig/KanevskiPTM07
AU - Kanevski, Mikhail F.
AU - Pozdnoukhov, Alexei
AU - Timonin, Vadim
AU - Maignan, Michel
TI - Mapping of environmental data using kernel-based methods.
JO - Rev. Int. Géomatique
VL - 17
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EP - 331
PY - 2007//
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ID - DBLP:conf/ideal/RatleKTER07
AU - Ratle, Frédéric
AU - Kanevski, Mikhail F.
AU - Terrettaz-Zufferey, Anne-Laure
AU - Esseiva, Pierre
AU - Ribaux, Olivier
TI - A Comparison of One-Class Classifiers for Novelty Detection in Forensic Case Data.
BT - Intelligent Data Engineering and Automated Learning - IDEAL 2007, 8th International Conference, Birmingham, UK, December 16-19, 2007, Proceedings
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PY - 2007//
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ID - DBLP:conf/esann/RatleTKER06
AU - Ratle, Frédéric
AU - Terrettaz, Anne-Laure
AU - Kanevski, Mikhail F.
AU - Esseiva, Pierre
AU - Ribaux, Olivier
TI - Pattern analysis in illicit heroin seizures: a novel application of machine learning algorithms.
BT - 14th European Symposium on Artificial Neural Networks, ESANN 2006, Bruges, Belgium, April 26-28, 2006, Proceedings
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EP - 670
PY - 2006//
UR - https://www.esann.org/sites/default/files/proceedings/legacy/es2006-146.pdf
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TY - CPAPER
ID - DBLP:conf/icann/RatleTKER06
AU - Ratle, Frédéric
AU - Terrettaz-Zufferey, Anne-Laure
AU - Kanevski, Mikhail F.
AU - Esseiva, Pierre
AU - Ribaux, Olivier
TI - Learning Manifolds in Forensic Data.
BT - Artificial Neural Networks - ICANN 2006, 16th International Conference, Athens, Greece, September 10-14, 2006. Proceedings, Part II
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ID - DBLP:journals/envsoft/KanevskiPPTMDC04
AU - Kanevski, Mikhail F.
AU - Parkin, Roman
AU - Pozdnukhov, Aleksey
AU - Timonin, Vadim
AU - Maignan, Michel
AU - Demyanov, Vasiliy V.
AU - Canu, Stéphane
TI - Environmental data mining and modeling based on machine learning algorithms and geostatistics.
JO - Environ. Model. Softw.
VL - 19
IS - 9
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EP - 855
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DO - 10.1016/J.ENVSOFT.2003.03.004
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TY - CPAPER
ID - DBLP:conf/enviroinfo/KanevskiMP04
AU - Kanevski, Mikhail F.
AU - Maignan, Michel
AU - Piller, Georges
TI - Advanced analysis and modelling tools for spatial environmental data. Case study: indoor radon data in Switzerland.
BT - Sh@ring: 18th International Conference "Informatics for Environmental Protection", EnviroInfo 2004, Geneva, Switzerland, October 21-23, 2004, Part 1
SP - 205
EP - 214
PY - 2004//
UR - http://iai-uiserv1.iai.fzk.de/ictensure/site?mod=litdb&subject=art&pid=L751AD032&action=detail
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TY - CPAPER
ID - DBLP:conf/enviroinfo/MaignanKCB04
AU - Maignan, Michel
AU - Kanevski, Mikhail F.
AU - Celardin, F.
AU - Besson, A.
TI - Geostatistical and Artificial Neuronal Networks maps of the Texture of the soils of Geneva Canton.
BT - Sh@ring: 18th International Conference "Informatics for Environmental Protection", EnviroInfo 2004, Geneva, Switzerland, October 21-23, 2004, Part 2
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EP - 389
PY - 2004//
UR - http://iai-uiserv1.iai.fzk.de/ictensure/site?mod=litdb&subject=art&pid=L57889E2E&action=detail
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TY - CPAPER
ID - DBLP:conf/nnsp/GilardiBK02
AU - Gilardi, N.
AU - Bengio, Samy
AU - Kanevski, Mikhail F.
TI - Conditional Gaussian mixture models for environmental risk mapping.
BT - Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing, NNSP 2002, Martigny, Valais, Switzerland, September 4-6, 2002.
SP - 777
EP - 786
PY - 2002//
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ID - DBLP:conf/esann/SavelievaKCDTABK00
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AU - Kravetski, Alexey
AU - Chernov, Sergey
AU - Demyanov, Vasiliy V.
AU - Timonin, Vadim
AU - Arutyunyan, Rafael V.
AU - Bolshov, Leonid Aleksandrovich
AU - Kanevski, Mikhail F.
TI - Application of MLP and stochastic simulations for electricity load forecasting in Russia.
BT - 8th European Symposium on Artificial Neural Networks, ESANN 2000, Bruges, Belgium, April 26-28, 2000, Proceedings
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PY - 2000//
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ID - DBLP:conf/icann/KanevskiDM97
AU - Kanevski, Mikhail F.
AU - Demyanov, Vasiliy V.
AU - Maignan, Michel
TI - Mapping of Soil Contamination by Using Artificial Neural Networks and Multivariate Geostatistics.
BT - Artificial Neural Networks - ICANN '97, 7th International Conference, Lausanne, Switzerland, October 8-10, 1997, Proceedings
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AU - Bolshov, Leonid Aleksandrovich
AU - Goloviznin, Vasilij M.
AU - Kabalevski, S. A.
AU - Kanevski, Mikhail F.
AU - Kiselev, Vladimir P.
AU - Linge, Igor Innokentevich
AU - Serov, A. N.
TI - Development of Specialized Geographical Information Systems for the Analysis of Large Scale Radioecological Accidents.
BT - IGIS '94: Geographic Information Systems, International Workshop on Advanced Information Systems, Monte Verita, Ascona, Switzerland, February 28 - March 4, 1994, Proceedings
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AU - Bolshov, Leonid Aleksandrovich
AU - Kanevski, Mikhail F.
AU - Kiselev, Vladimir P.
AU - Osipjanc, Igor A.
TI - Development of Database Management for the Analysis of Large Scale Radioecological Accidents.
BT - Seventh International Working Conference on Scientific and Statistical Database Management, September 28-30, 1994, Charlottesville, Virginia, USA, Proceedings
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