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Data Mining and Knowledge Discovery

IF4.3

论文数220

被引数5983

期刊论文 220

发表时间

Core-driven local community detection in multiplex networks via seed optimization and multilayer modularity 基于种子优化和多层模块度的多重网络核心驱动局部社区检测

Data Mining and Knowledge Discovery

IF4.3

2026-10-27

PREAI

Yuxian Zhang; Haiyan Guo; Jing Xiao

Meta additive model: interpretable sparse learning with auto weighting 元加法模型：具有自动加权功能的可解释稀疏学习

Data Mining and Knowledge Discovery

IF4.3

2026-10-27

PREAI

Xuelin Zhang; Xinyue Liu; Lingjuan Wu; Hong Chen

Weighting disagreements with likelihood for boolean matrix factorization and correlation clustering 结合似然性的布尔矩阵分解与相关性聚类中的权重分歧

Data Mining and Knowledge Discovery

IF4.3

2026-10-27

OAAI

Nikolaj Tatti; Florian Adriaens

NoDE: noise-decorrelation embedding for robust long-term multivariate time series forecasting NoDE：去噪去相关性嵌入用于鲁棒长期多变量时间序列预测

Data Mining and Knowledge Discovery

IF4.3

2026-10-13

OAAI

Minhyuk Lee; Hyekyung Yoon; Imseong Park; Myungjoo Kang

Feature selection for partial multi-label learning via noise removal and dynamic label correlation 基于噪声去除和动态标签相关的部分多标签学习特征选择

Data Mining and Knowledge Discovery

IF4.3

2026-10-12

PREAI

Zhenzhen Sun; Shuhao Shan; Jinghua Liu; Hongbo Zhang; Jin Gou; Yuanlong Yu

Critical node identification through triplet node influence in complex networks 通过三元组节点影响识别复杂网络中的关键节点

Data Mining and Knowledge Discovery

IF4.3

2026-10-10

PREAI

Chommaphat Malang; Aniwat Phaphuangwittayakul

A novel graph-based patient embedding method for the diagnosis of Alzheimer’s disease from microRNA expression data 基于图的新型患者嵌入方法，用于从微小RNA表达数据中诊断阿尔茨海默病

Data Mining and Knowledge Discovery

IF4.3

2026-10-08

OAAI

Veronica Buttaro; Antonio Pellicani; Gianvito Pio; Domenica D’Elia; Cristina Pizzulli; Michelangelo Ceci

IGA: isomorphism-aware graph alignment for robust unsupervised anchor link prediction IGA：用于鲁棒无监督锚链接预测的同构感知图对齐

Data Mining and Knowledge Discovery

IF4.3

2026-10-05

PREAI

Qiming Yang; Wei Wei; Ruizhi Zhang; You Lv; Chao Li; Xiangnan Feng

Sparse oblique rule boosting for simpler additive rule ensembles 稀疏斜交规则提升用于更简单的加性规则集成

Data Mining and Knowledge Discovery

IF4.3

2026-10-03

OAAI

Shahrzad Behzadimanesh; Pierre Le Bodic; Geoffrey I. Webb; Mario Boley

Evolution of sentiment analysis toward aspect-based sentiment analysis: a scientometric analysis of research trends, knowledge structures, and emerging technologies (2015–2025)面向基于方面的情感分析的演化：2015–2025年研究趋势、知识结构与新兴技术的科学计量分析

Data Mining and Knowledge Discovery

IF4.3

2026-10-03

PREAI

Neha Goyal; Rajiv Bansal

One-step tensor low-frequency learning for incomplete multi-view clustering 一步张量低频学习用于不完整多视图聚类

Data Mining and Knowledge Discovery

IF4.3

2026-09-27

PREAI

Lisha Zhao; Hongwei Ge; Shuzhi Su

Minimum length estimation in longest frequent itemsets mining 最长频繁项集挖掘中的最小长度估计

Data Mining and Knowledge Discovery

IF4.3

2026-09-25

PREAI

William Kery Branston Ndemaze; Hervé Maradona Nana Kouassi; Arnauld Nzegha Fountsop; Edith Belise Kenmogne; Mathurin Soh; Clémentin Tayou Djamegni

DiaSeg: diagonal segment extraction from DTW paths for interpretable gait analysis DiaSeg: 从DTW路径中提取对角线段以实现可解释的步态分析

Data Mining and Knowledge Discovery

IF4.3

2026-09-25

PREAI

Tresor Y. Koffi; Amel Hidouri; Corentin Legrand; Aurélie Bertaux

Multimodal knowledge graph completion method for addressing imbalance of modal information 多模态知识图谱补全方法以解决模态信息不平衡问题

Data Mining and Knowledge Discovery

IF4.3

2026-09-25

PREAI

Ronghua Tian; Hong Yu; Yaogang Geng; Xiaoling Wang

DNetEx: FDR-controlled differential network analysis for knowledge discovery from graphs DNetEx: 基于FDR控制的图差异网络分析用于知识发现

Data Mining and Knowledge Discovery

IF4.3

2026-09-21

PREAI

Mojtaba Nikahd; Ala Emrani; Seyed Abolfazl Motahari

Poisson subspace clustering: focusing on the essentials in count data 泊松子空间聚类：聚焦计数数据中的核心要素

Data Mining and Knowledge Discovery

IF4.3

2026-09-21

OAAI

Collin Leiber; Kai Puolamäki; Heikki Mannila

Graph-enhanced bidirectional GRU for anomaly detection in power generation environments 图增强双向GRU在发电环境中的异常检测

Data Mining and Knowledge Discovery

IF4.3

2026-09-21

OAAI

Dongwook Kwon; Youngshin Kang; Jiwoon Lee; Yusang Nam; Jihwan Won; Ko Keun Kim; Dan Dongseong Kim; Cheolsoo Park

Focused PU learning from imbalanced data 不平衡数据下的聚焦PU学习

Data Mining and Knowledge Discovery

IF4.3

2026-09-21

OAAI

Elias Zavitsanos; Georgios Paliouras

When, how long and how much? Interpretable neural networks for time series regression by learning to mask and aggregate 何时、持续多久以及多少？通过学习掩码和聚合实现可解释的时间序列回归神经网络

Data Mining and Knowledge Discovery

IF4.3

2026-09-21

OAAI

Florent Forest; Amaury Wei; Olga Fink

Large-scale structured subspace clustering 大规模结构化子空间聚类

Data Mining and Knowledge Discovery

IF4.3

2026-09-21

PREAI

Mo Chen; Xuesong Yin; Qi Huang; Jianhao Ding; Guodao Zhang; Xinjun Miao