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2020 – today
- 2023
[j33]Ahmed Shifaz
, Charlotte Pelletier, François Petitjean, Geoffrey I. Webb:
Elastic similarity and distance measures for multivariate time series. Knowl. Inf. Syst. 65(6): 2665-2698 (2023)- [j32]Benjamin Lucas, Charlotte Pelletier, Daniel F. Schmidt, Geoffrey I. Webb, François Petitjean:
A Bayesian-inspired, deep learning-based, semi-supervised domain adaptation technique for land cover mapping. Mach. Learn. 112(6): 1941-1973 (2023) - [c35]Loong Kuan Lee, Nico Piatkowski, François Petitjean, Geoffrey I. Webb:
Computing Divergences between Discrete Decomposable Models. AAAI 2023: 12243-12251 - [c34]Ali Ismail-Fawaz, Hassan Ismail Fawaz, François Petitjean, Maxime Devanne, Jonathan Weber, Stefano Berretti, Geoffrey I. Webb, Germain Forestier:
ShapeDBA: Generating Effective Time Series Prototypes Using ShapeDTW Barycenter Averaging. AALTD@ECML/PKDD 2023: 127-142 - [i23]Ali Ismail-Fawaz, Hassan Ismail Fawaz, François Petitjean, Maxime Devanne, Jonathan Weber, Stefano Berretti, Geoffrey I. Webb, Germain Forestier:
ShapeDBA: Generating Effective Time Series Prototypes using ShapeDTW Barycenter Averaging. CoRR abs/2309.16353 (2023) - 2021
- [j31]Chang Wei Tan, Christoph Bergmeir, François Petitjean, Geoffrey I. Webb:
Time series extrinsic regression. Data Min. Knowl. Discov. 35(3): 1032-1060 (2021) - [j30]Geoffrey I. Webb, François Petitjean:
Tight lower bounds for dynamic time warping. Pattern Recognit. 115: 107895 (2021) - [i22]Geoffrey I. Webb, François Petitjean:
Tight lower bounds for Dynamic Time Warping. CoRR abs/2102.07076 (2021) - [i21]Ahmed Shifaz, Charlotte Pelletier, François Petitjean, Geoffrey I. Webb:
Elastic Similarity Measures for Multivariate Time Series Classification. CoRR abs/2102.10231 (2021) - [i20]Loong Kuan Lee, Nico Piatkowski, François Petitjean, Geoffrey I. Webb:
Estimating Divergences in High Dimensions. CoRR abs/2112.04583 (2021) - 2020
- [j29]Chang Wei Tan, François Petitjean, Geoffrey I. Webb:
FastEE: Fast Ensembles of Elastic Distances for time series classification. Data Min. Knowl. Discov. 34(1): 231-272 (2020) - [j28]Ahmed Shifaz, Charlotte Pelletier, François Petitjean, Geoffrey I. Webb:
TS-CHIEF: a scalable and accurate forest algorithm for time series classification. Data Min. Knowl. Discov. 34(3): 742-775 (2020) - [j27]Angus Dempster, François Petitjean, Geoffrey I. Webb:
ROCKET: exceptionally fast and accurate time series classification using random convolutional kernels. Data Min. Knowl. Discov. 34(5): 1454-1495 (2020) - [j26]Hassan Ismail Fawaz, Benjamin Lucas, Germain Forestier, Charlotte Pelletier, Daniel F. Schmidt, Jonathan Weber, Geoffrey I. Webb, Lhassane Idoumghar, Pierre-Alain Muller, François Petitjean:
InceptionTime: Finding AlexNet for time series classification. Data Min. Knowl. Discov. 34(6): 1936-1962 (2020) - [j25]He Zhang, François Petitjean, Wray L. Buntine:
Bayesian network classifiers using ensembles and smoothing. Knowl. Inf. Syst. 62(9): 3457-3480 (2020) - [c33]Raphael Fischer, Nico Piatkowski, Charlotte Pelletier, Geoffrey I. Webb, François Petitjean, Katharina Morik:
No Cloud on the Horizon: Probabilistic Gap Filling in Satellite Image Series. DSAA 2020: 546-555 - [c32]Benjamin Lucas, Charlotte Pelletier, Daniel F. Schmidt, Geoffrey I. Webb, François Petitjean:
Unsupervised Domain Adaptation Techniques for Classification of Satellite Image Time Series. IGARSS 2020: 1074-1077 - [c31]Rakshitha Godahewa, Trevor Yann, Christoph Bergmeir, François Petitjean:
Seasonal Averaged One-Dependence Estimators: A Novel Algorithm to Address Seasonal Concept Drift in High-Dimensional Stream Classification. IJCNN 2020: 1-8 - [c30]He Zhang, François Petitjean, Wray L. Buntine:
Hierarchical Gradient Smoothing for Probability Estimation Trees. PAKDD (1) 2020: 222-234 - [d25]Chang Wei Tan, Christoph Bergmeir, François Petitjean, Geoffrey I. Webb:
Appliances Energy Dataset. Zenodo, 2020
- [d24]Chang Wei Tan, Christoph Bergmeir, François Petitjean, Geoffrey I. Webb:
Monash, UEA & UCR Time Series Regression Datasets. Version 1. Zenodo, 2020 [all versions] - [d23]Chang Wei Tan, Christoph Bergmeir, François Petitjean, Geoffrey I. Webb:
Australia Rainfall Dataset. Zenodo, 2020 - [d22]Chang Wei Tan, Christoph Bergmeir, François Petitjean, Geoffrey I. Webb:
Beijing PM10 Dataset. Zenodo, 2020 - [d21]Chang Wei Tan, Christoph Bergmeir, François Petitjean, Geoffrey I. Webb:
Beijing PM2.5 Dataset. Zenodo, 2020 - [d20]Chang Wei Tan, Christoph Bergmeir, François Petitjean, Geoffrey I. Webb:
Benzene Concentration Dataset. Zenodo, 2020 - [d19]Chang Wei Tan, Christoph Bergmeir, François Petitjean, Geoffrey I. Webb:
BIDMC Heart Rate Dataset (32 seconds window). Version 1. Zenodo, 2020 [all versions] - [d18]Chang Wei Tan, Christoph Bergmeir, François Petitjean, Geoffrey I. Webb:
BIDMC Respiratory Rate Dataset (32 seconds window). Version 1. Zenodo, 2020 [all versions] - [d17]Chang Wei Tan, Christoph Bergmeir, François Petitjean, Geoffrey I. Webb:
BIDMC Blood Oxygen Saturation Dataset (32 seconds window). Version 1. Zenodo, 2020 [all versions] - [d16]Chang Wei Tan, Christoph Bergmeir, François Petitjean, Geoffrey I. Webb:
Covid-19 Death Rate Dataset. Zenodo, 2020 - [d15]Chang Wei Tan, Christoph Bergmeir, François Petitjean, Geoffrey I. Webb:
Flood Modeling Dataset 1. Zenodo, 2020 - [d14]Chang Wei Tan, Christoph Bergmeir, François Petitjean, Geoffrey I. Webb:
Flood Modeling Dataset 2. Zenodo, 2020 - [d13]Chang Wei Tan, Christoph Bergmeir, François Petitjean, Geoffrey I. Webb:
Flood Modeling Dataset 3. Zenodo, 2020 - [d12]Chang Wei Tan, Christoph Bergmeir, François Petitjean, Geoffrey I. Webb:
Household Active Power Consumption Dataset. Zenodo, 2020 - [d11]Chang Wei Tan, Christoph Bergmeir, François Petitjean, Geoffrey I. Webb:
Household Reactive Power Consumption Dataset. Zenodo, 2020 - [d10]Chang Wei Tan, Christoph Bergmeir, François Petitjean, Geoffrey I. Webb:
IEEEPPG Dataset. Zenodo, 2020 - [d9]Chang Wei Tan, Christoph Bergmeir, François Petitjean, Geoffrey I. Webb:
Live Fuel Moisture Content Dataset. Version 1. Zenodo, 2020 [all versions] - [d8]Chang Wei Tan, Christoph Bergmeir, François Petitjean, Geoffrey I. Webb:
News Headline Sentiment Dataset. Zenodo, 2020 - [d7]Chang Wei Tan, Christoph Bergmeir, François Petitjean, Geoffrey I. Webb:
News Title Sentiment Dataset. Zenodo, 2020 - [d6]Chang Wei Tan, Christoph Bergmeir, François Petitjean, Geoffrey I. Webb:
PPGDalia Dataset. Zenodo, 2020 - [d5]Chang Wei Tan, Christoph Bergmeir, François Petitjean, Geoffrey I. Webb:
BIDMC Heart Rate Dataset (32 seconds window). Version 2. Zenodo, 2020 [all versions] - [d4]Chang Wei Tan, Christoph Bergmeir, François Petitjean, Geoffrey I. Webb:
BIDMC Respiratory Rate Dataset (32 seconds window). Version 2. Zenodo, 2020 [all versions] - [d3]Chang Wei Tan, Christoph Bergmeir, François Petitjean, Geoffrey I. Webb:
BIDMC Blood Oxygen Saturation Dataset (32 seconds window). Version 2. Zenodo, 2020 [all versions] - [d2]Chang Wei Tan, Christoph Bergmeir, François Petitjean, Geoffrey I. Webb:
Live Fuel Moisture Content Dataset. Version 2. Zenodo, 2020 [all versions] - [d1]Chang Wei Tan, Christoph Bergmeir, François Petitjean, Geoffrey I. Webb:
Monash, UEA & UCR Time Series Regression Datasets. Version 2. Zenodo, 2020 [all versions] - [i19]Benjamin Lucas, Charlotte Pelletier, Daniel F. Schmidt, Geoffrey I. Webb, François Petitjean:
A Bayesian-inspired, deep learning, semi-supervised domain adaptation technique for land cover mapping. CoRR abs/2005.11930 (2020) - [i18]Chang Wei Tan, Christoph Bergmeir, François Petitjean, Geoffrey I. Webb:
Monash University, UEA, UCR Time Series Regression Archive. CoRR abs/2006.10996 (2020) - [i17]Chang Wei Tan, Christoph Bergmeir, François Petitjean, Geoffrey I. Webb:
Time Series Regression. CoRR abs/2006.12672 (2020) - [i16]Rakshitha Godahewa, Trevor Yann, Christoph Bergmeir, François Petitjean:
Seasonal Averaged One-Dependence Estimators: A Novel Algorithm to Address Seasonal Concept Drift in High-Dimensional Stream Classification. CoRR abs/2006.15311 (2020) - [i15]Yuan Jin, Wray L. Buntine, François Petitjean, Geoffrey I. Webb:
Discriminative, Generative and Self-Supervised Approaches for Target-Agnostic Learning. CoRR abs/2011.06428 (2020)
2010 – 2019
- 2019
- [j24]Benjamin Lucas, Ahmed Shifaz, Charlotte Pelletier, Lachlan O'Neill, Nayyar Abbas Zaidi, Bart Goethals, François Petitjean, Geoffrey I. Webb:
Proximity Forest: an effective and scalable distance-based classifier for time series. Data Min. Knowl. Discov. 33(3): 607-635 (2019) - [j23]Rebecca Giblin, Jenny Kennedy, Charlotte Pelletier, Julian Thomas, Kimberlee Weatherall, François Petitjean:
What can 100, 000 books tell us about the international public library e-lending landscape? Inf. Res. 24(3) (2019) - [j22]Rebecca Giblin, Jenny Kennedy, Kimberlee Weatherall, Daniel Gilbert, Julian Thomas, François Petitjean:
Available, but not accessible? Investigating publishers' e-lending licensing practices. Inf. Res. 24(3) (2019) - [j21]Charlotte Pelletier, Geoffrey I. Webb, François Petitjean:
Temporal Convolutional Neural Network for the Classification of Satellite Image Time Series. Remote. Sens. 11(5): 523 (2019) - [c29]Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, François Petitjean, Lhassane Idoumghar, Pierre-Alain Muller:
Automatic Alignment of Surgical Videos Using Kinematic Data. AIME 2019: 104-113 - [c28]Charlotte Pelletier, Geoffrey I. Webb, François Petitjean:
Deep Learning for the Classification of Sentinel-2 Image Time Series. IGARSS 2019: 461-464 - [c27]Benjamin Lucas, Charlotte Pelletier, Jordi Inglada, Daniel F. Schmidt, Geoffrey I. Webb, François Petitjean:
Exploring Data Quantity Requirements for Domain Adaptation in the Classification of Satellite Image Time Series. MultiTemp 2019: 1-4 - [c26]Charlotte Pelletier, Zehui Ji, Olivier Hagolle, Elizabeth Morse-McNabb, Kathryn Sheffield, Geoffrey I. Webb, François Petitjean:
Using Sentinel-2 Image Time Series to map the State of Victoria, Australia. MultiTemp 2019: 1-4 - [c25]Chang Wei Tan, François Petitjean, Geoffrey I. Webb:
Elastic bands across the path: A new framework and method to lower bound DTW. SDM 2019: 522-530 - [i14]Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, François Petitjean, Lhassane Idoumghar, Pierre-Alain Muller:
Automatic alignment of surgical videos using kinematic data. CoRR abs/1904.07302 (2019) - [i13]Ahmed Shifaz, Charlotte Pelletier, François Petitjean, Geoffrey I. Webb:
TS-CHIEF: A Scalable and Accurate Forest Algorithm for Time Series Classification. CoRR abs/1906.10329 (2019) - [i12]Hassan Ismail Fawaz, Benjamin Lucas, Germain Forestier, Charlotte Pelletier, Daniel F. Schmidt, Jonathan Weber, Geoffrey I. Webb, Lhassane Idoumghar, Pierre-Alain Muller, François Petitjean:
InceptionTime: Finding AlexNet for Time Series Classification. CoRR abs/1909.04939 (2019) - [i11]Chang Wei Tan, François Petitjean, Eamonn J. Keogh, Geoffrey I. Webb:
Time series classification for varying length series. CoRR abs/1910.04341 (2019) - [i10]Angus Dempster, François Petitjean, Geoffrey I. Webb:
ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels. CoRR abs/1910.13051 (2019) - 2018
- [j20]Germain Forestier, François Petitjean, Pavel Senin, Fabien Despinoy, Arnaud Huaulmé, Hassan Ismail Fawaz, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller, Pierre Jannin:
Surgical motion analysis using discriminative interpretable patterns. Artif. Intell. Medicine 91: 3-11 (2018) - [j19]Germain Forestier, Laurent Riffaud, François Petitjean, Pierre-Louis Hénaux, Pierre Jannin:
Surgical skills: Can learning curves be computed from recordings of surgical activities? Int. J. Comput. Assist. Radiol. Surg. 13(5): 629-636 (2018) - [j18]Hoang Anh Dau, Diego Furtado Silva, François Petitjean, Germain Forestier, Anthony J. Bagnall, Abdullah Mueen, Eamonn J. Keogh:
Optimizing dynamic time warping's window width for time series data mining applications. Data Min. Knowl. Discov. 32(4): 1074-1120 (2018) - [j17]Geoffrey I. Webb, Loong Kuan Lee, Bart Goethals, François Petitjean:
Analyzing concept drift and shift from sample data. Data Min. Knowl. Discov. 32(5): 1179-1199 (2018) - [j16]François Petitjean, Wray L. Buntine, Geoffrey I. Webb, Nayyar Abbas Zaidi:
Accurate parameter estimation for Bayesian network classifiers using hierarchical Dirichlet processes. Mach. Learn. 107(8-10): 1303-1331 (2018) - [c24]Joan Capdevila, Jesús Cerquides, Jordi Torres, François Petitjean, Wray L. Buntine:
A Left-to-Right Algorithm for Likelihood Estimation in Gamma-Poisson Factor Analysis. ECML/PKDD (2) 2018: 638-654 - [c23]Chang Wei Tan, Matthieu Herrmann, Germain Forestier, Geoffrey I. Webb, François Petitjean:
Efficient search of the best warping window for Dynamic Time Warping. SDM 2018: 225-233 - [c22]Nayyar Abbas Zaidi, François Petitjean, Geoffrey I. Webb:
Efficient and Effective Accelerated Hierarchical Higher-Order Logistic Regression for Large Data Quantities. SDM 2018: 459-467 - [i9]Nayyar Abbas Zaidi, Geoffrey I. Webb, François Petitjean, Germain Forestier:
On the Inter-relationships among Drift rate, Forgetting rate, Bias/variance profile and Error. CoRR abs/1801.09354 (2018) - [i8]Chang Wei Tan, François Petitjean, Geoffrey I. Webb:
Elastic bands across the path: A new framework and methods to lower bound DTW. CoRR abs/1808.09617 (2018) - [i7]Benjamin Lucas, Ahmed Shifaz, Charlotte Pelletier, Lachlan O'Neill, Nayyar Abbas Zaidi, Bart Goethals, François Petitjean, Geoffrey I. Webb:
Proximity Forest: An effective and scalable distance-based classifier for time series. CoRR abs/1808.10594 (2018) - [i6]Charlotte Pelletier, Geoffrey I. Webb, François Petitjean:
Temporal Convolutional Neural Network for the Classification of Satellite Image Time Series. CoRR abs/1811.10166 (2018) - 2017
- [j15]Germain Forestier, François Petitjean, Laurent Riffaud, Pierre Jannin:
Automatic matching of surgeries to predict surgeons' next actions. Artif. Intell. Medicine 81: 3-11 (2017) - [j14]Germain Forestier, François Petitjean, Pavel Senin, Laurent Riffaud, Pierre-Louis Hénaux, Pierre Jannin:
Finding discriminative and interpretable patterns in sequences of surgical activities. Artif. Intell. Medicine 82: 11-19 (2017) - [j13]Nayyar Abbas Zaidi, Geoffrey I. Webb, Mark James Carman, François Petitjean, Wray L. Buntine, Mike Hynes, Hans De Sterck:
Efficient parameter learning of Bayesian network classifiers. Mach. Learn. 106(9-10): 1289-1329 (2017) - [c21]Germain Forestier, François Petitjean, Pavel Senin, Fabien Despinoy, Pierre Jannin:
Discovering Discriminative and Interpretable Patterns for Surgical Motion Analysis. AIME 2017: 136-145 - [c20]Hoang Anh Dau, Diego Furtado Silva, François Petitjean, Germain Forestier, Anthony J. Bagnall, Eamonn J. Keogh:
Judicious setting of Dynamic Time Warping's window width allows more accurate classification of time series. IEEE BigData 2017: 917-922 - [c19]Germain Forestier, François Petitjean, Hoang Anh Dau, Geoffrey I. Webb, Eamonn J. Keogh:
Generating Synthetic Time Series to Augment Sparse Datasets. ICDM 2017: 865-870 - [c18]Chang Wei Tan, Geoffrey I. Webb, François Petitjean:
Indexing and classifying gigabytes of time series under time warping. SDM 2017: 282-290 - [i5]Geoffrey I. Webb, Loong Kuan Lee, François Petitjean, Bart Goethals:
Understanding Concept Drift. CoRR abs/1704.00362 (2017) - [i4]François Petitjean, Wray L. Buntine, Geoffrey I. Webb, Nayyar Abbas Zaidi:
Accurate parameter estimation for Bayesian Network Classifiers using Hierarchical Dirichlet Processes. CoRR abs/1708.07581 (2017) - 2016
- [j12]Pierre Gançarski, Anne Puissant, François Petitjean:
Use of symbolic dynamic time warping in hierarchical clustering of urban fabric evolutions extracted from spatiotemporal topographic databases. AI Commun. 29(6): 733-746 (2016) - [j11]Geoffrey I. Webb, Roy Hyde, Hong Cao, Hai-Long Nguyen, François Petitjean:
Characterizing concept drift. Data Min. Knowl. Discov. 30(4): 964-994 (2016) - [j10]François Petitjean, Tao Li, Nikolaj Tatti, Geoffrey I. Webb:
Skopus: Mining top-k sequential patterns under leverage. Data Min. Knowl. Discov. 30(5): 1086-1111 (2016) - [j9]François Petitjean, Germain Forestier, Geoffrey I. Webb, Ann E. Nicholson, Yanping Chen, Eamonn J. Keogh:
Faster and more accurate classification of time series by exploiting a novel dynamic time warping averaging algorithm. Knowl. Inf. Syst. 47(1): 1-26 (2016) - [j8]Nayyar Abbas Zaidi, Geoffrey I. Webb, Mark James Carman, François Petitjean, Jesús Cerquides:
ALRn: accelerated higher-order logistic regression. Mach. Learn. 104(2-3): 151-194 (2016) - [c17]Geoffrey I. Webb, François Petitjean:
A Multiple Test Correction for Streams and Cascades of Statistical Hypothesis Tests. KDD 2016: 1255-1264 - [c16]François Petitjean, Geoffrey I. Webb:
Scalable Learning of Graphical Models. KDD 2016: 2131-2132 - [c15]Nayyar Abbas Zaidi, François Petitjean, Geoffrey I. Webb:
Preconditioning an Artificial Neural Network Using Naive Bayes. PAKDD (1) 2016: 341-353 - 2015
- [c14]Germain Forestier, François Petitjean, Laurent Riffaud, Pierre Jannin:
Optimal Sub-Sequence Matching for the Automatic Prediction of Surgical Tasks. AIME 2015: 123-132 - [c13]François Petitjean, Geoffrey I. Webb:
Scaling log-linear analysis to datasets with thousands of variables. SDM 2015: 469-477 - [i3]Tao Li, Geoffrey I. Webb, François Petitjean:
Exact discovery of the most interesting sequential patterns. CoRR abs/1506.08009 (2015) - [i2]Nayyar Abbas Zaidi, Geoffrey I. Webb, Mark James Carman, François Petitjean:
Deep Broad Learning - Big Models for Big Data. CoRR abs/1509.01346 (2015) - [i1]Geoffrey I. Webb, Roy Hyde, Hong Cao, Hai-Long Nguyen, François Petitjean:
Characterizing Concept Drift. CoRR abs/1511.03816 (2015) - 2014
- [j7]Germain Forestier, François Petitjean, Laurent Riffaud, Pierre Jannin:
Non-linear temporal scaling of surgical processes. Artif. Intell. Medicine 62(3): 143-152 (2014) - [j6]François Petitjean, Jonathan Weber:
Efficient Satellite Image Time Series Analysis Under Time Warping. IEEE Geosci. Remote. Sens. Lett. 11(6): 1143-1147 (2014) - [c12]François Petitjean, Germain Forestier, Geoffrey I. Webb, Ann E. Nicholson, Yanping Chen, Eamonn J. Keogh:
Dynamic Time Warping Averaging of Time Series Allows Faster and More Accurate Classification. ICDM 2014: 470-479 - [c11]François Petitjean, Lloyd Allison, Geoffrey I. Webb:
A Statistically Efficient and Scalable Method for Log-Linear Analysis of High-Dimensional Data. ICDM 2014: 480-489 - [c10]Wilhelmiina Hämäläinen, François Petitjean, Geoffrey I. Webb:
Preface to the 1st ECML/PKDD workshop on Statistically Sound Data Mining. SSDM@ECML/PKDD 2014: 1-2 - [e1]Wilhelmiina Hämäläinen, François Petitjean, Geoffrey I. Webb:
1st ECML/PKDD Workshop on Statistically Sound Data Mining, SSDM 2014, held at ECML/PKDD 2014, Nancy, France, September 15, 2014. JMLR Workshop and Conference Proceedings 47, JMLR.org 2014 [contents] - 2013
- [c9]François Petitjean, Geoffrey I. Webb, Ann E. Nicholson:
Scaling Log-Linear Analysis to High-Dimensional Data. ICDM 2013: 597-606 - [c8]François Petitjean, Jordi Inglada, Pierre Gançarski:
Detecting land-cover modifications from multi-resolution satellite image time series. IGARSS 2013: 3447-3450 - 2012
- [j5]François Petitjean, Camille Kurtz, Nicolas Passat, Pierre Gançarski:
Spatio-temporal reasoning for the classification of satellite image time series. Pattern Recognit. Lett. 33(13): 1805-1815 (2012) - [j4]François Petitjean, Pierre Gançarski:
Summarizing a set of time series by averaging: From Steiner sequence to compact multiple alignment. Theor. Comput. Sci. 414(1): 76-91 (2012) - [j3]François Petitjean, Jordi Inglada, Pierre Gançarski:
Satellite Image Time Series Analysis Under Time Warping. IEEE Trans. Geosci. Remote. Sens. 50(8): 3081-3095 (2012) - [c7]Jonathan Weber, François Petitjean, Pierre Gançarski:
Towards efficient satellite image time series analysis: Combination of dynamic time warping and quasi-flat zones. IGARSS 2012: 4387-4390 - [c6]François Petitjean, Jordi Inglada, Pierre Gançarski:
Introducing prior knowledge in temporal distances for Satellite Image Time Series analysis. IGARSS 2012: 5426-5429 - [c5]François Petitjean, Anne Puissant, Pierre Gançarski:
Monitoring urban sprawl from Satellite Image Time Series. IGARSS 2012: 5963-5966 - 2011
- [j2]François Petitjean, Florent Masseglia, Pierre Gançarski, Germain Forestier:
Discovering Significant Evolution Patterns from Satellite Image Time Series. Int. J. Neural Syst. 21(6): 475-489 (2011) - [j1]François Petitjean, Alain Ketterlin, Pierre Gançarski:
A global averaging method for dynamic time warping, with applications to clustering. Pattern Recognit. 44(3): 678-693 (2011) - [c4]François Petitjean, Florent Masseglia, Pierre Gançarski:
Découverte de motifs d'évolutions significatifs dans les séries temporelles d'images satellites. EGC 2011: 665-676 - [c3]Camille Kurtz, François Petitjean, Pierre Gançarski:
A context-based approach for the classification of Satellite Image Time Series. IGARSS 2011: 495-498 - [c2]François Petitjean, Jordi Inglada, Pierre Gançarski:
Temporal domain adaptation under time warping. IGARSS 2011: 3578-3581 - 2010
- [c1]François Petitjean, Pierre Gançarski, Florent Masseglia, Germain Forestier:
Analysing Satellite Image Time Series by Means of Pattern Mining. IDEAL 2010: 45-52
Coauthor Index
[j33] [j32] [c35] [c34] [i23] [j31] [j30] [i22] [i21] [i20] [j29] [j28] [j27] [j26] [c33] [c32] [d25] [d24] [d23] [d22] [d21] [d20] [d19] [d18] [d17] [d16] [d15] [d14] [d13] [d12] [d11] [d10] [d9] [d8] [d7] [d6] [d5] [d4] [d3] [d2] [d1] [i19] [i18] [i17] [i15] [j24] [j21] [c28] [c27] [c26] [c25] [i13] [i12] [i11] [i10] [j17] [j16] [c23] [c22] [i9] [i8] [i7] [i6] [j13] [c19] [c18] [i5] [i4] [j11] [j10] [j9] [j8] [c17] [c16] [c15] [c13] [i3] [i2] [i1] [c12] [c11] [c10] [e1] [c9]
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