Somtimes: self organizing maps for time series clustering and its application to serious illness conversations Ali JavedDonna M. RizzoRobert Gramling OriginalPaper Open access 20 October 2023 Pages: 813 - 839
Enhancing cluster analysis via topological manifold learning Moritz HerrmannDaniyal KazempourPeer Kröger OriginalPaper Open access 29 September 2023 Pages: 840 - 887
Design and evaluation of highly accurate smart contract code vulnerability detection framework Sowon JeonGilhee LeeSimon S. Woo OriginalPaper 13 October 2023 Pages: 888 - 912
Traffic forecasting on new roads using spatial contrastive pre-training (SCPT) Arian PrabowoHao XueFlora D. Salim S.I. : ECML PKDD 2023 Open access 27 September 2023 Pages: 913 - 937
Federated singular value decomposition for high-dimensional data Anne HartebrodtRichard RöttgerDavid B. Blumenthal OriginalPaper Open access 26 October 2023 Pages: 938 - 975
Anomaly detection in sleep: detecting mouth breathing in children Luka BiedebachMaría ÓskarsdóttirAnna Sigridur Islind OriginalPaper Open access 13 November 2023 Pages: 976 - 1005
Structure-aware decoupled imputation network for multivariate time series Nourhan AhmedLars Schmidt-Thieme OriginalPaper Open access 08 December 2023 Pages: 1006 - 1026
Navigating the metric maze: a taxonomy of evaluation metrics for anomaly detection in time series Sondre SørbøMassimiliano Ruocco OriginalPaper Open access 18 November 2023 Pages: 1027 - 1068
Predicting consumer choice from raw eye-movement data using the RETINA deep learning architecture Moshe UngerMichel WedelAlexander Tuzhilin OriginalPaper 29 December 2023 Pages: 1069 - 1100
OEC: an online ensemble classifier for mining data streams with noisy labels Ling JianKai ShaoXijun Liang OriginalPaper 12 December 2023 Pages: 1101 - 1124
Effective signal reconstruction from multiple ranked lists via convex optimization Michael G. SchimekLuca VitaleMichele La Rocca OriginalPaper Open access 02 January 2024 Pages: 1125 - 1169
Correction to: Effective signal reconstruction from multiple ranked lists via convex optimization Michael G. SchimekLuca VitaleMichele La Rocca Correction Open access 24 January 2024 Pages: 1170 - 1170
When graph convolution meets double attention: online privacy disclosure detection with multi-label text classification Zhanbo LiangJie GuoShujun Li OriginalPaper Open access 05 January 2024 Pages: 1171 - 1192
Session-based recommendation by exploiting substitutable and complementary relationships from multi-behavior data Huizi WuCong GengHui Fang OriginalPaper 26 December 2023 Pages: 1193 - 1221
Random walk with restart on hypergraphs: fast computation and an application to anomaly detection Jaewan ChunGeon LeeJinhong Jung OriginalPaper 21 December 2023 Pages: 1222 - 1257
CompTrails: comparing hypotheses across behavioral networks Tobias KoopmannMartin BeckerAndreas Hotho OriginalPaper Open access 03 January 2024 Pages: 1258 - 1288
Improving hyper-parameter self-tuning for data streams by adapting an evolutionary approach Antonio R. MoyaBruno VelosoSebastián Ventura OriginalPaper 21 December 2023 Pages: 1289 - 1315
Fusing structural information with knowledge enhanced text representation for knowledge graph completion Kang TangShasha LiTing Wang OriginalPaper 19 January 2024 Pages: 1316 - 1333
Adaptive Bernstein change detector for high-dimensional data streams Marco HeydenEdouard FouchéKlemens Böhm OriginalPaper Open access 09 January 2024 Pages: 1334 - 1363
Better trees: an empirical study on hyperparameter tuning of classification decision tree induction algorithms Rafael Gomes MantovaniTomáš HorváthAndré C. P. L. F. de Carvalho OriginalPaper 31 January 2024 Pages: 1364 - 1416
Central node identification via weighted kernel density estimation Yan LiuXue FengZengyou He OriginalPaper 31 January 2024 Pages: 1417 - 1439
Revealing the structural behaviour of Brunelleschi’s Dome with machine learning techniques Stefano MasiniSilvia BacciBruno Bertaccini OriginalPaper Open access 06 February 2024 Pages: 1440 - 1465
MASS: distance profile of a query over a time series Sheng ZhongAbdullah Mueen OriginalPaper 05 February 2024 Pages: 1466 - 1492
Universal representation learning for multivariate time series using the instance-level and cluster-level supervised contrastive learning Nazanin MoradinasabSuchetha SharmaDonald E. Brown OriginalPaper Open access 09 February 2024 Pages: 1493 - 1519
Structural learning of simple staged trees Manuele LeonelliGherardo Varando OriginalPaper 15 February 2024 Pages: 1520 - 1544