Data Min. Knowl. Discov.

Keyphrases

Publications

volume 38, number 3, 2024

Moritz Herrmann, Daniyal Kazempour, Fabian Scheipl, Peer Kröger
Enhancing cluster analysis via topological manifold learning. Data Min. Knowl. Discov. 38 (3) (2024)
Jaewan Chun, Geon Lee, Kijung Shin, Jinhong Jung
Random walk with restart on hypergraphs: fast computation and an application to anomaly detection. Data Min. Knowl. Discov. 38 (3) (2024)
Zhanbo Liang, Jie Guo, Weidong Qiu, Zheng Huang, Shujun Li
When graph convolution meets double attention: online privacy disclosure detection with multi-label text classification. Data Min. Knowl. Discov. 38 (3) (2024)
Sheng Zhong, Abdullah Mueen
MASS: distance profile of a query over a time series. Data Min. Knowl. Discov. 38 (3) (2024)
Michael G. Schimek, Luca Vitale, Bastian Pfeifer, Michele La Rocca
Correction to: Effective signal reconstruction from multiple ranked lists via convex optimization. Data Min. Knowl. Discov. 38 (3) (2024)
Sowon Jeon, Gilhee Lee, Hyoungshick Kim, Simon S. Woo
Design and evaluation of highly accurate smart contract code vulnerability detection framework. Data Min. Knowl. Discov. 38 (3) (2024)
Huizi Wu, Cong Geng, Hui Fang
Session-based recommendation by exploiting substitutable and complementary relationships from multi-behavior data. Data Min. Knowl. Discov. 38 (3) (2024)
Arian Prabowo, Hao Xue, Wei Shao, Piotr Koniusz, Flora D. Salim
Traffic forecasting on new roads using spatial contrastive pre-training (SCPT). Data Min. Knowl. Discov. 38 (3) (2024)
Yan Liu, Xue Feng, Jun Lou, Lianyu Hu, Zengyou He
Central node identification via weighted kernel density estimation. Data Min. Knowl. Discov. 38 (3) (2024)
Nazanin Moradinasab, Suchetha Sharma, Ronen Bar-Yoseph, Shlomit Radom-Aizik, Kenneth C. Bilchick, Dan M. Cooper, Arthur Weltman, Donald E. Brown
Universal representation learning for multivariate time series using the instance-level and cluster-level supervised contrastive learning. Data Min. Knowl. Discov. 38 (3) (2024)
Antonio R. Moya, Bruno Veloso, João Gama, Sebastián Ventura
Improving hyper-parameter self-tuning for data streams by adapting an evolutionary approach. Data Min. Knowl. Discov. 38 (3) (2024)
Nourhan Ahmed, Lars Schmidt-Thieme
Structure-aware decoupled imputation network for multivariate time series. Data Min. Knowl. Discov. 38 (3) (2024)
Rafael Gomes Mantovani, Tomás Horváth, André L. D. Rossi, Ricardo Cerri, Sylvio Barbon Junior, Joaquin Vanschoren, André C. P. L. F. de Carvalho
Better trees: an empirical study on hyperparameter tuning of classification decision tree induction algorithms. Data Min. Knowl. Discov. 38 (3) (2024)
Ling Jian, Kai Shao, Ying Liu, Jundong Li, Xijun Liang
OEC: an online ensemble classifier for mining data streams with noisy labels. Data Min. Knowl. Discov. 38 (3) (2024)
Moshe Unger, Michel Wedel, Alexander Tuzhilin
Predicting consumer choice from raw eye-movement data using the RETINA deep learning architecture. Data Min. Knowl. Discov. 38 (3) (2024)
Stefano Masini, Silvia Bacci, Fabrizio Cipollini, Bruno Bertaccini
Revealing the structural behaviour of Brunelleschi's Dome with machine learning techniques. Data Min. Knowl. Discov. 38 (3) (2024)
Tobias Koopmann, Martin Becker, Florian Lemmerich, Andreas Hotho
CompTrails: comparing hypotheses across behavioral networks. Data Min. Knowl. Discov. 38 (3) (2024)
Anne Hartebrodt, Richard Röttger, David B. Blumenthal
Federated singular value decomposition for high-dimensional data. Data Min. Knowl. Discov. 38 (3) (2024)
Ali Javed, Donna M. Rizzo, Byung Suk Lee, Robert Gramling
Somtimes: self organizing maps for time series clustering and its application to serious illness conversations. Data Min. Knowl. Discov. 38 (3) (2024)
Luka Biedebach, María Óskarsdóttir, Erna Sif Arnardóttir, Sigríður Sigurðardóttir, Michael Clausen, Sigurveig Þóra Sigurardóttir, Marta Serwatko, Anna Sigridur Islind
Anomaly detection in sleep: detecting mouth breathing in children. Data Min. Knowl. Discov. 38 (3) (2024)

volume 38, number 4, 2024