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Publication search results
found 62 matches
- 2019
- Amaia Abanda, Usue Mori, José Antonio Lozano:
A review on distance based time series classification. Data Min. Knowl. Discov. 33(2): 378-412 (2019) - Florian Adriaens, Jefrey Lijffijt, Tijl De Bie:
Subjectively interesting connecting trees and forests. Data Min. Knowl. Discov. 33(4): 1088-1124 (2019) - Antti Airola, Jonne Pohjankukka, Johanna Torppa, Maarit Middleton, Vesa Nykänen, Jukka Heikkonen, Tapio Pahikkala:
The spatial leave-pair-out cross-validation method for reliable AUC estimation of spatial classifiers. Data Min. Knowl. Discov. 33(3): 730-747 (2019) - Carlos M. Alaíz, Michaël Fanuel, Johan A. K. Suykens:
Robust classification of graph-based data. Data Min. Knowl. Discov. 33(1): 230-251 (2019) - Antonio Arauzo-Azofra, Alfonso Jiménez-Vílchez, José Molina-Baena, María Luque-Rodriguez:
Algorithmic cache of sorted tables for feature selection - Speeding up methods based on consistency and information theory measures. Data Min. Knowl. Discov. 33(4): 964-994 (2019) - Karsten M. Borgwardt, Po-Ling Loh, Evimaria Terzi, Antti Ukkonen:
Introduction to the special issue for the ECML PKDD 2019 journal track. Data Min. Knowl. Discov. 33(5): 1223-1224 (2019) - Markus Brill, Till Fluschnik, Vincent Froese, Brijnesh J. Jain, Rolf Niedermeier, David Schultz:
Exact mean computation in dynamic time warping spaces. Data Min. Knowl. Discov. 33(1): 252-291 (2019) - Gerrit J. J. van den Burg, Alfredo Nazábal, Charles Sutton:
Wrangling messy CSV files by detecting row and type patterns. Data Min. Knowl. Discov. 33(6): 1799-1820 (2019) - Michelangelo Ceci, Roberto Corizzo, Donato Malerba, Aleksandra Rashkovska:
Spatial autocorrelation and entropy for renewable energy forecasting. Data Min. Knowl. Discov. 33(3): 698-729 (2019) - Jessica Clark, Foster J. Provost:
Unsupervised dimensionality reduction versus supervised regularization for classification from sparse data. Data Min. Knowl. Discov. 33(4): 871-916 (2019) - Boris Cule, Len Feremans, Bart Goethals:
Efficiently mining cohesion-based patterns and rules in event sequences. Data Min. Knowl. Discov. 33(4): 1125-1182 (2019) - Thanh-Nam Doan, Ee-Peng Lim:
Modeling location-based social network data with area attraction and neighborhood competition. Data Min. Knowl. Discov. 33(1): 58-95 (2019) - Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller:
Deep learning for time series classification: a review. Data Min. Knowl. Discov. 33(4): 917-963 (2019) - Cèsar Ferri, José Hernández-Orallo, Peter A. Flach:
Setting decision thresholds when operating conditions are uncertain. Data Min. Knowl. Discov. 33(4): 805-847 (2019) - Lakshmi Gangumalla, P. Krishna Reddy, Anirban Mondal:
Multi-location visibility query processing using portion-based transactional modeling and pattern mining. Data Min. Knowl. Discov. 33(5): 1393-1416 (2019) - Jadson Castro Gertrudes, Arthur Zimek, Jörg Sander, Ricardo J. G. B. Campello:
A unified view of density-based methods for semi-supervised clustering and classification. Data Min. Knowl. Discov. 33(6): 1894-1952 (2019) - Tomer Geva, Maytal Saar-Tsechansky, Harel Lustiger:
More for less: adaptive labeling payments in online labor markets. Data Min. Knowl. Discov. 33(6): 1625-1673 (2019) - Shaghayegh Gharghabi, Chin-Chia Michael Yeh, Yifei Ding, Wei Ding, Paul Hibbing, Samuel LaMunion, Andrew Kaplan, Scott E. Crouter, Eamonn J. Keogh:
Domain agnostic online semantic segmentation for multi-dimensional time series. Data Min. Knowl. Discov. 33(1): 96-130 (2019) - Shaghayegh Gharghabi, Chin-Chia Michael Yeh, Yifei Ding, Wei Ding, Paul Hibbing, Samuel LaMunion, Andrew Kaplan, Scott E. Crouter, Eamonn J. Keogh:
Correction to: Domain agnostic online semantic segmentation for multi-dimensional time series. Data Min. Knowl. Discov. 33(6): 1981-1982 (2019) - Hossein Ghomeshi, Mohamed Medhat Gaber, Yevgeniya Kovalchuk:
EACD: evolutionary adaptation to concept drifts in data streams. Data Min. Knowl. Discov. 33(3): 663-694 (2019) - Jelena Gligorijevic, Djordje Gligorijevic, Ivan Stojkovic, Xiao Bai, Amit Goyal, Zoran Obradovic:
Deeply supervised model for click-through rate prediction in sponsored search. Data Min. Knowl. Discov. 33(5): 1446-1467 (2019) - Wilhelmiina Hämäläinen, Geoffrey I. Webb:
A tutorial on statistically sound pattern discovery. Data Min. Knowl. Discov. 33(2): 325-377 (2019) - Shoubo Hu, Bogdan Cautis, Zhitang Chen, Laiwan Chan, Yanhui Geng, Xiuqiang He:
Model-free inference of diffusion networks using RKHS embeddings. Data Min. Knowl. Discov. 33(2): 499-525 (2019) - Manfred Jaeger, Marco Lippi, Giovanni Pellegrini, Andrea Passerini:
Counts-of-counts similarity for prediction and search in relational data. Data Min. Knowl. Discov. 33(5): 1254-1297 (2019) - Alípio Jorge, Rui L. Lopes, Germán Larrazábal, Hamed Nikhalat-Jahromi:
Guest Editorial - Special Issue on Data Mining for Geosciences. Data Min. Knowl. Discov. 33(3): 695-696 (2019) - Minsoo Jung, Yongsub Lim, Sunmin Lee, U Kang:
FURL: Fixed-memory and uncertainty reducing local triangle counting for multigraph streams. Data Min. Knowl. Discov. 33(5): 1225-1253 (2019) - Sanjar Karaev, Pauli Miettinen:
Algorithms for approximate subtropical matrix factorization. Data Min. Knowl. Discov. 33(2): 526-576 (2019) - Georg Krempl, Dominik Lang, Vera Hofer:
Temporal density extrapolation using a dynamic basis approach. Data Min. Knowl. Discov. 33(5): 1323-1356 (2019) - Nils M. Kriege, Marion Neumann, Christopher Morris, Kristian Kersting, Petra Mutzel:
A unifying view of explicit and implicit feature maps of graph kernels. Data Min. Knowl. Discov. 33(6): 1505-1547 (2019) - Charlotte Laclau, Vincent Brault:
Noise-free latent block model for high dimensional data. Data Min. Knowl. Discov. 33(2): 446-473 (2019)
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