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Publication search results
found 82 matches
- 2021
- Bilal Abu-Salih, Marwan Al-Tawil, Ibrahim Aljarah, Hossam Faris, Pornpit Wongthongtham, Kit Yan Chan, Amin Beheshti:
Relational Learning Analysis of Social Politics using Knowledge Graph Embedding. Data Min. Knowl. Discov. 35(4): 1497-1536 (2021) - Sara Alaee, Ryan Mercer, Kaveh Kamgar, Eamonn J. Keogh:
Time series motifs discovery under DTW allows more robust discovery of conserved structure. Data Min. Knowl. Discov. 35(3): 863-910 (2021) - Dominik Alfke, Martin Stoll:
Pseudoinverse graph convolutional networks. Data Min. Knowl. Discov. 35(4): 1318-1341 (2021) - Ehsan Aminian, Rita P. Ribeiro, João Gama:
Chebyshev approaches for imbalanced data streams regression models. Data Min. Knowl. Discov. 35(6): 2389-2466 (2021) - Annalisa Appice, Sergio Escalera, José A. Gámez, Heike Trautmann:
Introduction to the special issue of the ECML PKDD 2021 journal track. Data Min. Knowl. Discov. 35(6): 2540-2541 (2021) - Leticia Arco, Gonzalo Nápoles, Frank Vanhoenshoven, Ana Laura Lara, Gladys Casas, Koen Vanhoof:
Natural language techniques supporting decision modelers. Data Min. Knowl. Discov. 35(1): 290-320 (2021) - Martin Atzmueller, Stephan Günnemann, Albrecht Zimmermann:
Mining communities and their descriptions on attributed graphs: a survey. Data Min. Knowl. Discov. 35(3): 661-687 (2021) - Davide Bacciu, Alessio Conte, Roberto Grossi, Francesco Landolfi, Andrea Marino:
K-plex cover pooling for graph neural networks. Data Min. Knowl. Discov. 35(5): 2200-2220 (2021) - Elena Battaglia, Simone Celano, Ruggero G. Pensa:
Differentially Private Distance Learning in Categorical Data. Data Min. Knowl. Discov. 35(5): 2050-2088 (2021) - Pascal Bauer, Gabriel Anzer:
Data-driven detection of counterpressing in professional football. Data Min. Knowl. Discov. 35(5): 2009-2049 (2021) - Mohamed Karim Belaid, Maximilian Rabus, Ralf Krestel:
CrashNet: an encoder-decoder architecture to predict crash test outcomes. Data Min. Knowl. Discov. 35(4): 1688-1709 (2021) - Alessio Bernardo, Emanuele Della Valle:
VFC-SMOTE: very fast continuous synthetic minority oversampling for evolving data streams. Data Min. Knowl. Discov. 35(6): 2679-2713 (2021) - Michael R. Berthold, Alexander Fillbrunn, Arno Siebes:
Widening: using parallel resources to improve model quality. Data Min. Knowl. Discov. 35(4): 1258-1286 (2021) - Giorgos Borboudakis, Ioannis Tsamardinos:
Extending greedy feature selection algorithms to multiple solutions. Data Min. Knowl. Discov. 35(4): 1393-1434 (2021) - Rafika Boutalbi, Lazhar Labiod, Mohamed Nadif:
Implicit consensus clustering from multiple graphs. Data Min. Knowl. Discov. 35(6): 2313-2340 (2021) - Mustafa Coskun, Abdelkader Baggag, Mehmet Koyutürk:
Fast computation of Katz index for efficient processing of link prediction queries. Data Min. Knowl. Discov. 35(4): 1342-1368 (2021) - Sarkar Snigdha Sarathi Das, Mohammed Eunus Ali, Yuan-Fang Li, Yong-Bin Kang, Timos Sellis:
Boosting house price predictions using geo-spatial network embedding. Data Min. Knowl. Discov. 35(6): 2221-2250 (2021) - Arash Gholami Davoodi, Sean Chang, Hyun Gon Yoo, Anubhav Baweja, Mihir Mongia, Hosein Mohimani:
ForestDSH: a universal hash design for discrete probability distributions. Data Min. Knowl. Discov. 35(3): 748-795 (2021) - Junning Deng, Bo Kang, Jefrey Lijffijt, Tijl De Bie:
Mining explainable local and global subgraph patterns with surprising densities. Data Min. Knowl. Discov. 35(1): 321-371 (2021) - Xin Du, Lei Sun, Wouter Duivesteijn, Alexander G. Nikolaev, Mykola Pechenizkiy:
Adversarial balancing-based representation learning for causal effect inference with observational data. Data Min. Knowl. Discov. 35(4): 1713-1738 (2021) - Alireza Ghods, Diane J. Cook:
A survey of deep network techniques all classifiers can adopt. Data Min. Knowl. Discov. 35(1): 46-87 (2021) - Ben Halstead, Yun Sing Koh, Patricia Riddle, Russel Pears, Mykola Pechenizkiy, Albert Bifet:
Recurring concept memory management in data streams: exploiting data stream concept evolution to improve performance and transparency. Data Min. Knowl. Discov. 35(3): 796-836 (2021) - Lewis Hammond, Vaishak Belle:
Learning tractable probabilistic models for moral responsibility and blame. Data Min. Knowl. Discov. 35(2): 621-659 (2021) - Jieyue He, Jinmeng Wang, Zhizhou Yu:
Attention based adversarially regularized learning for network embedding. Data Min. Knowl. Discov. 35(5): 2112-2140 (2021) - Matthieu Herrmann, Geoffrey I. Webb:
Early abandoning and pruning for elastic distances including dynamic time warping. Data Min. Knowl. Discov. 35(6): 2577-2601 (2021) - Sibylle Hess, Gianvito Pio, Michiel E. Hochstenbach, Michelangelo Ceci:
BROCCOLI: overlapping and outlier-robust biclustering through proximal stochastic gradient descent. Data Min. Knowl. Discov. 35(6): 2542-2576 (2021) - Yifan Hu, Changwei Hu, Thanh Tran, Tejaswi Kasturi, Elizabeth Joseph, Matt Gillingham:
What's in a name? - gender classification of names with character based machine learning models. Data Min. Knowl. Discov. 35(4): 1537-1563 (2021) - Xinyu Huang, Dongming Chen, Tao Ren, Dongqi Wang:
A survey of community detection methods in multilayer networks. Data Min. Knowl. Discov. 35(1): 1-45 (2021) - Jen-Wei Huang, Bijay Prasad Jaysawal, Cheng-Chung Wang:
Mining full, inner and tail periodic patterns with perfect, imperfect and asynchronous periodicity simultaneously. Data Min. Knowl. Discov. 35(4): 1225-1257 (2021) - Jun Huang, Linchuan Xu, Kun Qian, Jing Wang, Kenji Yamanishi:
Multi-label learning with missing and completely unobserved labels. Data Min. Knowl. Discov. 35(3): 1061-1086 (2021)
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