MMA: metadata supported multi-variate attention for onset detection and prediction Manjusha RavindranathK. Selçuk CandanBrian Appavu OriginalPaper 19 February 2024 Pages: 1545 - 1588
Online concept evolution detection based on active learning Husheng GuoHai LiWenjian Wang OriginalPaper 15 March 2024 Pages: 1589 - 1633
Learning a Bayesian network with multiple latent variables for implicit relation representation Xinran WuKun YueXiaodong Fu OriginalPaper 22 February 2024 Pages: 1634 - 1669
Binary quantification and dataset shift: an experimental investigation Pablo GonzálezAlejandro MoreoFabrizio Sebastiani OriginalPaper Open access 18 March 2024 Pages: 1670 - 1712
Interpretable linear dimensionality reduction based on bias-variance analysis Paolo BonettiAlberto Maria MetelliMarcello Restelli OriginalPaper Open access 25 March 2024 Pages: 1713 - 1781
A comparative study of methods for estimating model-agnostic Shapley value explanations Lars Henry Berge OlsenIngrid Kristine GladKjersti Aas OriginalPaper Open access 29 March 2024 Pages: 1782 - 1829
MCCE: Monte Carlo sampling of valid and realistic counterfactual explanations for tabular data Annabelle RedelmeierMartin JullumAnders Løland OriginalPaper 22 March 2024 Pages: 1830 - 1861
Time series clustering with random convolutional kernels Marco-Blanco JorgeCuevas Rubén OriginalPaper Open access 01 April 2024 Pages: 1862 - 1888
Lost in the Forest: Encoding categorical variables and the absent levels problem Helen L. SmithPatrick J. BiggsJonathan C. Marshall OriginalPaper Open access 10 April 2024 Pages: 1889 - 1908
Towards more sustainable and trustworthy reporting in machine learning Raphael FischerThomas LiebigKatharina Morik OriginalPaper Open access 30 April 2024 Pages: 1909 - 1928
Multiple hypergraph convolutional network social recommendation using dual contrastive learning Hongyu WangWei ZhouShutong Qiao OriginalPaper 24 April 2024 Pages: 1929 - 1957
Bake off redux: a review and experimental evaluation of recent time series classification algorithms Matthew MiddlehurstPatrick SchäferAnthony Bagnall ReviewPaper Open access 19 April 2024 Pages: 1958 - 2031
Intention enhanced mixed attentive model for session-based recommendation Bo PengSrinivasan ParthasarathyXia Ning OriginalPaper Open access 03 June 2024 Pages: 2032 - 2061
Bias-aware ranking from pairwise comparisons Antonio FerraraFrancesco BonchiClaudia Wagner OriginalPaper Open access 31 May 2024 Pages: 2062 - 2086
A practical approach to novel class discovery in tabular data Troisemaine ColinReiffers-Masson AlexandreVaton Sandrine OriginalPaper 31 May 2024 Pages: 2087 - 2116
Active learning with biased non-response to label requests Thomas S. RobinsonNiek TaxIdo Guy OriginalPaper Open access 25 May 2024 Pages: 2117 - 2140
Unsupervised feature based algorithms for time series extrinsic regression David Guijo-RubioMatthew MiddlehurstAnthony Bagnall OriginalPaper Open access 19 May 2024 Pages: 2141 - 2185
Intersectional fair ranking via subgroup divergence Eliana PastorFrancesco Bonchi OriginalPaper Open access 21 May 2024 Pages: 2186 - 2222
Effective interpretable learning for large-scale categorical data Yishuo ZhangNayyar ZaidiGang Li OriginalPaper Open access 27 May 2024 Pages: 2223 - 2251
On the impact of multi-dimensional local differential privacy on fairness Karima MakhloufHéber H. ArcoleziCatuscia Palamidessi OriginalPaper 27 May 2024 Pages: 2252 - 2275
LoCoMotif: discovering time-warped motifs in time series Daan Van WesenbeeckAras YurtmanHendrik Blockeel OriginalPaper 30 May 2024 Pages: 2276 - 2305
The Hadamard decomposition problem Martino CiaperoniAristides GionisHeikki Mannila OriginalPaper Open access 21 May 2024 Pages: 2306 - 2347
MSGNN: Multi-scale Spatio-temporal Graph Neural Network for epidemic forecasting Mingjie QiuZhiyi TanBing-Kun Bao OriginalPaper 21 May 2024 Pages: 2348 - 2376
quant: a minimalist interval method for time series classification Angus DempsterDaniel F. SchmidtGeoffrey I. Webb OriginalPaper Open access 22 May 2024 Pages: 2377 - 2402
WaveLSea: helping experts interactively explore pattern mining search spaces Etienne LehembreBruno CremilleuxAbdelkader Ouali OriginalPaper 26 May 2024 Pages: 2403 - 2439
Improving graph-based recommendation with unraveled graph learning Chih-Chieh ChangDiing-Ruey TzengChih-Ya Shen OriginalPaper 02 June 2024 Pages: 2440 - 2465
Modeling the impact of out-of-schema questions in task-oriented dialog systems Jannat Ara MeemMuhammad Shihab RashidVagelis Hristidis OriginalPaper Open access 04 June 2024 Pages: 2466 - 2494
Uplift modeling with quasi-loss-functions Jinping HuEvert de HaanBernd Skiera OriginalPaper 04 June 2024 Pages: 2495 - 2519
Series2vec: similarity-based self-supervised representation learning for time series classification Navid Mohammadi FoumaniChang Wei TanMahsa Salehi OriginalPaper Open access 20 June 2024 Pages: 2520 - 2544
The impact of variable ordering on Bayesian network structure learning Neville K. KitsonAnthony C. Constantinou OriginalPaper Open access 08 June 2024 Pages: 2545 - 2569
