- Mohamed Hamza Ibrahim, Rokia Missaoui:
An exemplar-based clustering using efficient variational message passing. Data Min. Knowl. Discov. 35(1): 248-289 (2021) - Yuan Jin, Ming Liu, Yunfeng Li, Ruohua Xu, Lan Du, Longxiang Gao, Yong Xiang:
Variational auto-encoder based Bayesian Poisson tensor factorization for sparse and imbalanced count data. Data Min. Knowl. Discov. 35(2): 505-532 (2021) - Hadi S. Jomaa, Lars Schmidt-Thieme, Josif Grabocka:
Dataset2Vec: learning dataset meta-features. Data Min. Knowl. Discov. 35(3): 964-985 (2021) - Keegan Kang:
Correlations between random projections and the bivariate normal. Data Min. Knowl. Discov. 35(4): 1622-1653 (2021) - Sarang Kapoor, Dhish Kumar Saxena, Matthijs van Leeuwen:
Online summarization of dynamic graphs using subjective interestingness for sequential data. Data Min. Knowl. Discov. 35(1): 88-126 (2021) - Hakkyu Kim, Dong-Wan Choi:
Recency-based sequential pattern mining in multiple event sequences. Data Min. Knowl. Discov. 35(1): 127-157 (2021) - Matthieu Kirchmeyer, Patrick Gallinari, Alain Rakotomamonjy, Amin Mantrach:
Unsupervised domain adaptation with non-stochastic missing data. Data Min. Knowl. Discov. 35(6): 2714-2755 (2021) - Kun Kuang, Yunzhe Li, Bo Li, Peng Cui, Hongxia Yang, Jianrong Tao, Fei Wu:
Continuous treatment effect estimation via generative adversarial de-confounding. Data Min. Knowl. Discov. 35(6): 2467-2497 (2021) - Pierre Leleux, Sylvain Courtain, Guillaume Guex, Marco Saerens:
Sparse randomized shortest paths routing with Tsallis divergence regularization. Data Min. Knowl. Discov. 35(3): 986-1031 (2021) - Xiaosheng Li, Jessica Lin, Liang Zhao:
Time series clustering in linear time complexity. Data Min. Knowl. Discov. 35(6): 2369-2388 (2021) - Ting Li, Jiayi Tang, Zhong Wan:
An alternating nonmonotone projected Barzilai-Borwein algorithm of nonnegative factorization of big matrices. Data Min. Knowl. Discov. 35(5): 1972-2008 (2021) - Jesus L. Lobo, Javier Del Ser, Eneko Osaba, Albert Bifet, Francisco Herrera:
CURIE: a cellular automaton for concept drift detection. Data Min. Knowl. Discov. 35(6): 2655-2678 (2021) - Corentin Lonjarret, Roch Auburtin, Céline Robardet, Marc Plantevit:
Sequential recommendation with metric models based on frequent sequences. Data Min. Knowl. Discov. 35(3): 1087-1133 (2021) - Guixiang Ma, Nesreen K. Ahmed, Theodore L. Willke, Philip S. Yu:
Deep graph similarity learning: a survey. Data Min. Knowl. Discov. 35(3): 688-725 (2021) - Marvin Meeng, Arno J. Knobbe:
For real: a thorough look at numeric attributes in subgroup discovery. Data Min. Knowl. Discov. 35(1): 158-212 (2021) - Alejandro Moreo, Andrea Esuli, Fabrizio Sebastiani:
Word-class embeddings for multiclass text classification. Data Min. Knowl. Discov. 35(3): 911-963 (2021) - Thomas Mortier, Marek Wydmuch, Krzysztof Dembczynski, Eyke Hüllermeier, Willem Waegeman:
Efficient set-valued prediction in multi-class classification. Data Min. Knowl. Discov. 35(4): 1435-1469 (2021) - Kanika Narang, Yitong Song, Alexander G. Schwing, Hari Sundaram:
FuseRec: fusing user and item homophily modeling with temporal recommender systems. Data Min. Knowl. Discov. 35(3): 837-862 (2021) - Emilia Oikarinen, Henri Tiittanen, Andreas Henelius, Kai Puolamäki:
Detecting virtual concept drift of regressors without ground truth values. Data Min. Knowl. Discov. 35(3): 726-747 (2021) - Gilles Ottervanger, Mitra Baratchi, Holger H. Hoos:
MultiETSC: automated machine learning for early time series classification. Data Min. Knowl. Discov. 35(6): 2602-2654 (2021) - Guansong Pang, Longbing Cao, Ling Chen:
Homophily outlier detection in non-IID categorical data. Data Min. Knowl. Discov. 35(4): 1163-1224 (2021) - Francesco Sanna Passino, Anna S. Bertiger, Joshua C. Neil, Nicholas A. Heard:
Link prediction in dynamic networks using random dot product graphs. Data Min. Knowl. Discov. 35(5): 2168-2199 (2021) - Himangshu Paul, Alexander G. Nikolaev:
Fake review detection on online E-commerce platforms: a systematic literature review. Data Min. Knowl. Discov. 35(5): 1830-1881 (2021) - Rodolfo Miranda Pereira, Yandre M. G. Costa, Carlos N. Silla:
Handling imbalance in hierarchical classification problems using local classifiers approaches. Data Min. Knowl. Discov. 35(4): 1564-1621 (2021) - Joshua Plasse, Henrique Hoeltgebaum, Niall M. Adams:
Streaming changepoint detection for transition matrices. Data Min. Knowl. Discov. 35(4): 1287-1316 (2021) - Joshua Plasse, Henrique Hoeltgebaum, Niall M. Adams:
Correction to: Streaming changepoint detection for transition matrices. Data Min. Knowl. Discov. 35(4): 1317 (2021) - Nandini Ramanan, Gautam Kunapuli, Tushar Khot, Bahare Fatemi, Seyed Mehran Kazemi, David Poole, Kristian Kersting, Sriraam Natarajan:
Structure learning for relational logistic regression: an ensemble approach. Data Min. Knowl. Discov. 35(5): 2089-2111 (2021) - Rodrigo Randel, Daniel Aloise, Simon J. Blanchard, Alain Hertz:
A Lagrangian-based score for assessing the quality of pairwise constraints in semi-supervised clustering. Data Min. Knowl. Discov. 35(6): 2341-2368 (2021) - Jonathan Rebane, Isak Karlsson, Leon Bornemann, Panagiotis Papapetrou:
SMILE: a feature-based temporal abstraction framework for event-interval sequence classification. Data Min. Knowl. Discov. 35(1): 372-399 (2021) - Andre F. Ribeiro:
Social media as author-audience games. Data Min. Knowl. Discov. 35(6): 2251-2281 (2021)