Journal: Data Min. Knowl. Discov.

Volume 36, Issue 6

2033 -- 2073Emre Yalcin. Exploring potential biases towards blockbuster items in ranking-based recommendations
2074 -- 2152Alessandro Fabris, Stefano Messina, Gianmaria Silvello, Gian Antonio Susto. Algorithmic fairness datasets: the story so far
2153 -- 2193Alene K. Rhea, Kelsey Markey, Lauren D'Arinzo, Hilke Schellmann, Mona Sloane, Paul Squires, Falaah Arif Khan, Julia Stoyanovich. An external stability audit framework to test the validity of personality prediction in AI hiring
2194 -- 2213Mariano G. Beiró, Kyriaki Kalimeri. Fairness in vulnerable attribute prediction on social media
2214 -- 2236Nuo Li, Bin Guo 0001, Yan Liu 0045, Yasan Ding, En Xu, Lina Yao 0001, Zhiwen Yu 0001. Transfer how much: a fine-grained measure of the knowledge transferability of user behavior sequences in social network
2237 -- 2271Yichen Zhou, Giles Hooker. Decision tree boosted varying coefficient models
2272 -- 2298Yandi Zhu, Xiaoling Lu, Jingya Hong, Feifei Wang. Joint dynamic topic model for recognition of lead-lag relationship in two text corpora
2299 -- 2333Zhiqiang Zhong, Cheng-Te Li, Jun Pang 0001. Personalised meta-path generation for heterogeneous graph neural networks
2334 -- 2378Shahrzad Haddadan, Cristina Menghini, Matteo Riondato, Eli Upfal. Reducing polarization and increasing diverse navigability in graphs by inserting edges and swapping edge weights
2379 -- 2409Sajal Halder, Kwan Hui Lim 0001, Jeffrey Chan, Xiuzhen Zhang. POI recommendation with queuing time and user interest awareness
2410 -- 2458Ece Calikus, Slawomir Nowaczyk, Mohamed-Rafik Bouguelia, Onur Dikmen. Wisdom of the contexts: active ensemble learning for contextual anomaly detection

Volume 36, Issue 5

1601 -- 1622Fang Zhou, Suting Gao, Lyu Ni, Martin Pavlovski, Qiwen Dong, Zoran Obradovic, Weining Qian. Dynamic self-paced sampling ensemble for highly imbalanced and class-overlapped data classification
1623 -- 1646Chang Wei Tan, Angus Dempster, Christoph Bergmeir, Geoffrey I. Webb. MultiRocket: multiple pooling operators and transformations for fast and effective time series classification
1647 -- 1678Laurens Arp, Mitra Baratchi, Holger H. Hoos. VPint: value propagation-based spatial interpolation
1679 -- 1727Esther Galbrun. The minimum description length principle for pattern mining: a survey
1728 -- 1755Franka Bause, Erich Schubert, Nils M. Kriege. EmbAssi: embedding assignment costs for similarity search in large graph databases
1756 -- 1786Simen Eide, David S. Leslie, Arnoldo Frigessi. Dynamic slate recommendation with gated recurrent units and Thompson sampling
1787 -- 1814Huazhu Chen, Weiwei Wang 0005, Shousheng Luo. Coupled block diagonal regularization for multi-view subspace clustering
1815 -- 1864Benjamin Regler, Matthias Scheffler, Luca M. Ghiringhelli. TCMI: a non-parametric mutual-dependence estimator for multivariate continuous distributions
1865 -- 1884Andrea Bontempelli, Fausto Giunchiglia, Andrea Passerini, Stefano Teso. Human-in-the-loop handling of knowledge drift
1885 -- 1970Hugo Manuel Proença, Peter Grünwald, Thomas Bäck, Matthijs van Leeuwen. Robust subgroup discovery
1971 -- 2005Paul Magron, Cédric Févotte. Neural content-aware collaborative filtering for cold-start music recommendation
2006 -- 2032Yibin Sun, Bernhard Pfahringer, Heitor Murilo Gomes, Albert Bifet. SOKNL: A novel way of integrating K-nearest neighbours with adaptive random forest regression for data streams

Volume 36, Issue 4

1247 -- 1278Ziyue Li 0002, Hao Yan, Chen Zhang 0007, Fugee Tsung. Individualized passenger travel pattern multi-clustering based on graph regularized tensor latent dirichlet allocation
1279 -- 1300Noman Javed, Fernand Gobet, Peter C. R. Lane. Simplification of genetic programs: a literature survey
1301 -- 1334Delfina Malandrino, Roberto De Prisco, Mario Ianulardo, Rocco Zaccagnino. An adaptive meta-heuristic for music plagiarism detection based on text similarity and clustering
1335 -- 1370Michael Merz, Ronald Richman, Andreas Tsanakas, Mario V. Wüthrich. Interpreting deep learning models with marginal attribution by conditioning on quantiles
1371 -- 1400Helena Aidos. Exploiting second-order dissimilarity representations for hierarchical clustering and visualization
1401 -- 1450Quay Au, Julia Herbinger, Clemens Stachl, Bernd Bischl, Giuseppe Casalicchio. Grouped feature importance and combined features effect plot
1451 -- 1497Bernardo A. Abreu, João Paulo Ataide Martins, Loïc Cerf. Developing Biceps to completely compute in subquadratic time a new generic type of bicluster in dense and sparse matrices
1498 -- 1520Grace Deng, Cuize Han, David S. Matteson. Extended missing data imputation via GANs for ranking applications
1521 -- 1574Ioannis Mollas, Nick Bassiliades, Grigorios Tsoumakas. Conclusive local interpretation rules for random forests
1575 -- 1599Steedman Jenkins, Stefan Walzer-Goldfeld, Matteo Riondato. SPEck: mining statistically-significant sequential patterns efficiently with exact sampling

Volume 36, Issue 3

917 -- 957Kevin Fauvel, Élisa Fromont, Véronique Masson, Philippe Faverdin, Alexandre Termier. XEM: An explainable-by-design ensemble method for multivariate time series classification
958 -- 986Hankui Peng, Nicos G. Pavlidis. Weighted sparse simplex representation: a unified framework for subspace clustering, constrained clustering, and active learning
987 -- 1014Uwe Dick, Daniel Link 0002, Ulf Brefeld. Who can receive the pass? A computational model for quantifying availability in soccer
1015 -- 1061Len Feremans, Boris Cule, Bart Goethals. PETSC: pattern-based embedding for time series classification
1062 -- 1101Vanessa Freitas Silva, Maria Eduarda Silva, Pedro Ribeiro 0004, Fernando Silva 0001. Novel features for time series analysis: a complex networks approach
1102 -- 1139Daniel Berrar. Using p-values for the comparison of classifiers: pitfalls and alternatives
1140 -- 1173Francisco Valente, Simão Paredes, Jorge Henriques, Teresa Rocha, Paulo de Carvalho 0001, João Morais. Interpretability, personalization and reliability of a machine learning based clinical decision support system
1174 -- 1196Debo Cheng, Jiuyong Li, Lin Liu 0003, Thuc Duy Le, Jixue Liu, Kui Yu. Sufficient dimension reduction for average causal effect estimation
1197 -- 1218Guangyi Zhang 0001, Nikolaj Tatti, Aristides Gionis. Ranking with submodular functions on a budget
1219 -- 1245Pablo A. Jaskowiak, Ivan G. Costa, Ricardo J. G. B. Campello. The area under the ROC curve as a measure of clustering quality

Volume 36, Issue 2

513 -- 536Raisa Dzhamtyrova, Carsten Maple. Dynamic cyber risk estimation with competitive quantile autoregression
537 -- 565Bhisham Dev Verma, Rameshwar Pratap, Debajyoti Bera. Efficient binary embedding of categorical data using BinSketch
566 -- 619Chaitanya Manapragada, Heitor Murilo Gomes, Mahsa Salehi, Albert Bifet, Geoffrey I. Webb. An eager splitting strategy for online decision trees in ensembles
620 -- 667Bram Steenwinckel, Gilles Vandewiele, Michael Weyns, Terencio Agozzino, Filip De Turck, Femke Ongenae. INK: knowledge graph embeddings for node classification
668 -- 708Chitta Ranjan, Samaneh Ebrahimi 0001, Kamran Paynabar. Sequence graph transform (SGT): a feature embedding function for sequence data mining
709 -- 738Bruno Ordozgoiti, Ananth Mahadevan, Antonis Matakos, Aristides Gionis. Provable randomized rounding for minimum-similarity diversification
739 -- 780Christian Toth, Denis Helic, Bernhard C. Geiger. Synwalk: community detection via random walk modelling
781 -- 810Anton Björklund, Andreas Henelius, Emilia Oikarinen, Kimmo Kallonen, Kai Puolamäki. Robust regression via error tolerance
811 -- 840Guilherme F. Marchezini, Anísio M. Lacerda, Gisele L. Pappa, Wagner Meira Jr., Débora M. Miranda, Marco A. Romano-Silva, Danielle S. Costa, Leandro Malloy Diniz. Counterfactual inference with latent variable and its application in mental health care
841 -- 876Hamish Flynn, David Reeb, Melih Kandemir, Jan Peters 0001. PAC-Bayesian lifelong learning for multi-armed bandits
877 -- 915Ryan Mercer, Sara Alaee, Alireza Abdoli, Nader Shakibay Senobari, Shailendra Singh 0004, Amy C. Murillo, Eamonn J. Keogh. Introducing the contrast profile: a novel time series primitive that allows real world classification

Volume 36, Issue 1

1 -- 28George Petrides, Wouter Verbeke. Cost-sensitive ensemble learning: a unifying framework
29 -- 81Baptiste Lafabregue, Jonathan Weber, Pierre Gançarski, Germain Forestier. End-to-end deep representation learning for time series clustering: a comparative study
82 -- 107Weiyi Liu, Kun Yue, Jianyu Li, Jie Li, Jin Li 0007, Zhijian Zhang. Inferring range of information diffusion based on historical frequent items
108 -- 145Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli. Mint: MDL-based approach for Mining INTeresting Numerical Pattern Sets
146 -- 173Xiaoling Lu, Yuxuan Guo, Jiayi Chen, Feifei Wang. Topic change point detection using a mixed Bayesian model
174 -- 208Roberta Falcone, Laura Anderlucci, Angela Montanari. Matrix sketching for supervised classification with imbalanced classes
209 -- 239Wen Bai, Yadi Chen, Di Wu 0001, Zhichuan Huang, Yipeng Zhou, Chuan Xu. Generalized core maintenance of dynamic bipartite graphs
240 -- 294Artur Mrowca, Florian Gyrock, Stephan Günnemann. Temporal state change Bayesian networks for modeling of evolving multivariate state sequences: model, structure discovery and parameter estimation
295 -- 317Gabriel Anzer, Pascal Bauer. Expected passes
318 -- 354Clément Rebuffel, Marco Roberti, Laure Soulier, Geoffrey Scoutheeten, Rossella Cancelliere, Patrick Gallinari. Controlling hallucinations at word level in data-to-text generation
355 -- 378Antonio Longa, Giulia Cencetti, Bruno Lepri, Andrea Passerini. An efficient procedure for mining egocentric temporal motifs
379 -- 413Rianne M. Schouten, Marcos L. P. Bueno, Wouter Duivesteijn, Mykola Pechenizkiy. Mining sequences with exceptional transition behaviour of varying order using quality measures based on information-theoretic scoring functions
414 -- 447Carlos H. C. Teixeira, Mayank Kakodkar, Vinícius Vitor dos Santos Dias, Wagner Meira Jr., Bruno Ribeiro 0001. Sequential stratified regeneration: MCMC for large state spaces with an application to subgraph count estimation
448 -- 476Antonis Matakos, Aristides Gionis. Strengthening ties towards a highly-connected world
477 -- 512Stylianos Paraschiakos, Cláudio Rebelo de Sá, Jeremiah Okai, P. Eline Slagboom, Marian Beekman, Arno J. Knobbe. A recurrent neural network architecture to model physical activity energy expenditure in older people