Works matching IS 13845810 AND DT 2025 AND VI 39 AND IP 5

Results: 30

Crossmamba: multivariate time series forecasting model for cross-temporal and cross-dimensional dependencies with Mamba.

Published in:

Data Mining & Knowledge Discovery, 2025, v. 39, n. 5, p. 1, doi. 10.1007/s10618-025-01149-9

By:

Lin, Yuhan;
Xiong, Liping;
Hong, Zhiyong;
Zeng, Zhiqiang;
Zeng, Jian;
Zeng, Guoqiang

Publication type:

Article

Fine-grained multi-prompt essay scoring with multi-level disentanglement.

Published in:

Data Mining & Knowledge Discovery, 2025, v. 39, n. 5, p. 1, doi. 10.1007/s10618-025-01126-2

By:

Han, Donghee;
Roh, Daeyoung;
Han, Euihwan;
Song, Hwanjun;
Yi, Mun Yong

Publication type:

Article

Large language models are few-shot multivariate time series classifiers.

Published in:

Data Mining & Knowledge Discovery, 2025, v. 39, n. 5, p. 1, doi. 10.1007/s10618-025-01145-z

By:

Chen, Yakun;
Li, Zihao;
Yang, Chao;
Wang, Xianzhi;
Xu, Guandong

Publication type:

Article

Gradient boosted bagging for evolving data stream regression.

Published in:

Data Mining & Knowledge Discovery, 2025, v. 39, n. 5, p. 1, doi. 10.1007/s10618-025-01147-x

By:

Gunasekara, Nuwan;
Pfahringer, Bernhard;
Gomes, Heitor Murilo;
Bifet, Albert

Publication type:

Article

Stratify: unifying multi-step forecasting strategies.

Published in:

Data Mining & Knowledge Discovery, 2025, v. 39, n. 5, p. 1, doi. 10.1007/s10618-025-01135-1

By:

Green, Riku;
Stevens, Grant;
Abdallah, Zahraa S.;
Silva Filho, Telmo M.

Publication type:

Article

Guiding the generation of counterfactual explanations through temporal background knowledge for predictive process monitoring.

Published in:

Data Mining & Knowledge Discovery, 2025, v. 39, n. 5, p. 1, doi. 10.1007/s10618-025-01117-3

By:

Buliga, Andrei;
Di Francescomarino, Chiara;
Ghidini, Chiara;
Donadello, Ivan;
Maggi, Fabrizio Maria

Publication type:

Article

PersAD: adversarial protection against text-based personality inference.

Published in:

Data Mining & Knowledge Discovery, 2025, v. 39, n. 5, p. 1, doi. 10.1007/s10618-025-01144-0

By:

Qiu, Houjie;
Ma, Xingkong;
Liu, Bo;
Cai, Yiqing;
Peng, Baoyun;
Huang, Dan

Publication type:

Article

Does user-end work? User-item-aware knowledge graph convolutional networks for recommendation.

Published in:

Data Mining & Knowledge Discovery, 2025, v. 39, n. 5, p. 1, doi. 10.1007/s10618-025-01138-y

By:

Gu, Xiao;
Jian, Ling

Publication type:

Article

Does user-end work? User-item-aware knowledge graph convolutional networks for recommendation.

Published in:

Data Mining & Knowledge Discovery, 2025, v. 39, n. 5, p. 1, doi. 10.1007/s10618-025-01138-y

By:

Gu, Xiao;
Jian, Ling

Publication type:

Article

Trace alignment algorithm optimization.

Published in:

Data Mining & Knowledge Discovery, 2025, v. 39, n. 5, p. 1, doi. 10.1007/s10618-025-01130-6

By:

González-Montesino, Leandro;
Grass-Boada, Darian H.

Publication type:

Article

Trace alignment algorithm optimization.

Published in:

Data Mining & Knowledge Discovery, 2025, v. 39, n. 5, p. 1, doi. 10.1007/s10618-025-01130-6

By:

González-Montesino, Leandro;
Grass-Boada, Darian H.

Publication type:

Article

Spatiotemporal attention-based real-time video watermarking.

Published in:

Data Mining & Knowledge Discovery, 2025, v. 39, n. 5, p. 1, doi. 10.1007/s10618-025-01129-z

By:

Yan, Quan;
Luo, Yuanjing;
Wang, Zhangdong;
Xi, Junhua;
Xia, Geming;
Cai, Zhiping

Publication type:

Article

Spatiotemporal attention-based real-time video watermarking.

Published in:

Data Mining & Knowledge Discovery, 2025, v. 39, n. 5, p. 1, doi. 10.1007/s10618-025-01129-z

By:

Yan, Quan;
Luo, Yuanjing;
Wang, Zhangdong;
Xi, Junhua;
Xia, Geming;
Cai, Zhiping

Publication type:

Article

Relation prediction based on the attention-enhanced fusion of graph strcuture and multi-hop neighborhood information in knowledge graphs.

Published in:

Data Mining & Knowledge Discovery, 2025, v. 39, n. 5, p. 1, doi. 10.1007/s10618-025-01141-3

By:

Liu, Yisi;
Tao, Sha

Publication type:

Article

Inductive influence estimation and maximization over unseen social networks under two diffusion models.

Published in:

Data Mining & Knowledge Discovery, 2025, v. 39, n. 5, p. 1, doi. 10.1007/s10618-025-01137-z

By:

Ko, Jihoon;
Kim, Sojeong;
Lee, Kyuhan;
Kang, Shinhwan;
Hwang, Dongyeong;
Shin, Kijung;
Park, Noseong

Publication type:

Article

A enhanced fuzzy clustering algorithm for probability density functions and image clustering using Inception Resnet-v2 features.

Published in:

Data Mining & Knowledge Discovery, 2025, v. 39, n. 5, p. 1, doi. 10.1007/s10618-025-01136-0

By:

PhamToan, Dinh

Publication type:

Article

Handling new users and items: a comparative study of inductive recommenders.

Published in:

Data Mining & Knowledge Discovery, 2025, v. 39, n. 5, p. 1, doi. 10.1007/s10618-025-01134-2

By:

Jendal, Theis E.;
Lissandrini, Matteo;
Dolog, Peter;
Hose, Katja

Publication type:

Article

Automating mixture model fitting of task durations for process conformance checking.

Published in:

Data Mining & Knowledge Discovery, 2025, v. 39, n. 5, p. 1, doi. 10.1007/s10618-025-01131-5

By:

Yang, Lingkai;
McClean, Sally;
Faddy, Malcolm;
Donnelly, Mark;
Khan, Kashaf;
Burke, Kevin

Publication type:

Article

Unpacking the trend: decomposition as a catalyst to enhance time series forecasting models.

Published in:

Data Mining & Knowledge Discovery, 2025, v. 39, n. 5, p. 1, doi. 10.1007/s10618-025-01120-8

By:

Kreuzer, Tim;
Zdravkovic, Jelena;
Papapetrou, Panagiotis

Publication type:

Article

Combating confirmation bias: a unified pseudo-labeling framework for entity alignment.

Published in:

Data Mining & Knowledge Discovery, 2025, v. 39, n. 5, p. 1, doi. 10.1007/s10618-025-01128-0

By:

Ding, Qijie;
Yin, Jie;
Zhang, Daokun;
Gao, Junbin

Publication type:

Article

On the number of iterations of the DBA algorithm.

Published in:

Data Mining & Knowledge Discovery, 2025, v. 39, n. 5, p. 1, doi. 10.1007/s10618-025-01116-4

By:

Brüning, Frederik;
Driemel, Anne;
Ergür, Alperen;
Röglin, Heiko

Publication type:

Article

OLIVANDER: a counterfactual-based method to generate adversarial Windows PE malware.

Published in:

Data Mining & Knowledge Discovery, 2025, v. 39, n. 5, p. 1, doi. 10.1007/s10618-025-01127-1

By:

De Rose, Luca;
Andresini, Giuseppina;
Appice, Annalisa;
Malerba, Donato

Publication type:

Article

Correction: Deep anomaly detection with partition contrastive learning for tabular data.

Published in:

2025

By:

Li, Yizhou;
Wang, Yijie;
Xu, Hongzuo;
Li, Bin;
Zhou, Xiaohui

Publication type:

Correction Notice

Adaptive interactive network component ensemble for streaming data with concept drift.

Published in:

Data Mining & Knowledge Discovery, 2025, v. 39, n. 5, p. 1, doi. 10.1007/s10618-025-01125-3

By:

Guo, Husheng;
Wu, Zhijie;
Liu, ZhengQi;
Zhang, Shuai;
Wang, Wenjian

Publication type:

Article

ARM-stream: active recovery of miscategorizations in clustering-based data stream classifiers.

Published in:

Data Mining & Knowledge Discovery, 2025, v. 39, n. 5, p. 1, doi. 10.1007/s10618-025-01124-4

By:

Cavalcanti, Douglas Monteiro;
Cerri, Ricardo;
Faria, Elaine Ribeiro

Publication type:

Article

SimHawNet: a modified Hawkes process for temporal network simulation.

Published in:

Data Mining & Knowledge Discovery, 2025, v. 39, n. 5, p. 1, doi. 10.1007/s10618-025-01119-1

By:

Perez, Mathilde;
Romero, Raphaël;
Kang, Bo;
De Bie, Tijl;
Lijffijt, Jefrey;
Laclau, Charlotte

Publication type:

Article

Learning a consensus sub-network with polarization regularization and one pass training.

Published in:

Data Mining & Knowledge Discovery, 2025, v. 39, n. 5, p. 1, doi. 10.1007/s10618-025-01118-2

By:

Zhi, Xiaoying;
Babbar, Varun;
Liu, Rundong;
Sun, Pheobe;
Silavong, Fran;
Shi, Ruibo;
Moran, Sean

Publication type:

Article

Greatmeta: gradient-aware adaptive meta-learning for cold-start recommendations.

Published in:

Data Mining & Knowledge Discovery, 2025, v. 39, n. 5, p. 1, doi. 10.1007/s10618-025-01123-5

By:

Du, Yantong;
Chen, Rui;
Han, Qilong;
Tan, Qiaoyu;
Song, Hongtao;
Zhang, Chi

Publication type:

Article

SFC: a time series decomposition attention network with continuous nature for time series analysis.

Published in:

Data Mining & Knowledge Discovery, 2025, v. 39, n. 5, p. 1, doi. 10.1007/s10618-025-01121-7

By:

Chen, Haoyu;
Li, Bo;
An, Zhiyong;
Yu, Yuan;
Jia, Ying

Publication type:

Article

Towards automated self-supervised learning for truly unsupervised graph anomaly detection.

Published in:

Data Mining & Knowledge Discovery, 2025, v. 39, n. 5, p. 1, doi. 10.1007/s10618-025-01115-5

By:

Li, Zhong;
Wang, Yuhang;
van Leeuwen, Matthijs

Publication type:

Article