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International Journal of Data Science and Analytics

IF2.8
论文数1117
被引数1334
期刊论文 1117
发表时间
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A framework for classifying company webpages in business research: evaluating conventional ML against few-shot LLMs公司网页分类的框架：评估传统机器学习与少样本大语言模型
deleteInternational Journal of Data Science and Analytics
IF2.8
delete2026-10-28
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deleteOAAI
deleteJoan Manuel Valenzuela Rubilar; Josep Domenech; Ana Pont-Sanjuán
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LLM-based agents for generalized web automation and schema-guided data extraction: a survey基于LLM的代理在通用网页自动化和基于模式的指导数据提取中的应用：综述
deleteInternational Journal of Data Science and Analytics
IF2.8
delete2026-10-28
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PREAI
deleteIsmail Khayoub; Mohamed-Amine Chadi; Hajar Mousannif; Firdaous Ait Mohamed
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Post-selection inference for semi-supervised anomaly detection after domain adaptation域自适应后半监督异常检测的后期选择推断
deleteInternational Journal of Data Science and Analytics
IF2.8
delete2026-10-28
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PREAI
deleteTran Tuan Kiet; Nguyen Thang Loi; Tran Xuan Dat; Vo Nguyen Le Duy
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Fraud rings detection in weighted transaction networks with multiple attributes using Spark GraphFrames基于Spark GraphFrames的多属性加权交易网络中的欺诈团伙检测
deleteInternational Journal of Data Science and Analytics
IF2.8
delete2026-10-27
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PREAI
deleteT. Ramalingeswara Rao; Pradumn Kumar Pandey; Akrati Saxena
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Reconstruction accuracy versus predictive performance: evaluating imputation methods under real-world missingness重建精度与预测性能：在真实缺失情况下评估插补方法
deleteInternational Journal of Data Science and Analytics
IF2.8
delete2026-10-26
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deleteOAAI
deleteEkaterina Nikitina; Helena Mouriño
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HopfGAN: a Hopf-inspired bifurcation generative adversarial network framework for univariate time-series augmentationHopfGAN：一种受Hopf分岔启发的生成对抗网络框架，用于单变量时间序列增强
deleteInternational Journal of Data Science and Analytics
IF2.8
delete2026-10-26
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PREAI
deleteAlexander Okhuese Victor; Tomas Ward
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A Japan-calibrated synthetic medical claims benchmark for anti-fraud machine learning日本校准的合成医疗索赔基准用于反欺诈机器学习
deleteInternational Journal of Data Science and Analytics
IF2.8
delete2026-10-26
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deleteOAAI
deleteAmir Hossein Alikhah Mishamandani; Citadel Donna Canceran; Buqin Hu; Dipanjan Bhui
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RoST-Mamba: traffic prediction model based on adaptive graph and frequency-domain enhancementRoST-Mamba：基于自适应图和频域增强的交通预测模型
deleteInternational Journal of Data Science and Analytics
IF2.8
delete2026-10-25
delete0
PREAI
deleteXing Xu; Xu Zhao; Yun Zhao; Guoming Qian; Na Wu; Yali Wang; Petr Skobelev; Yanan Mi
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Adaptive BERT-based guided hierarchical topic modeling via nested Dirichlet forests基于BERT的自适应分层主题建模：通过嵌套狄利克雷森林引导
deleteInternational Journal of Data Science and Analytics
IF2.8
delete2026-10-25
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PREAI
deleteFares Alkhawaja; Manar Amayri; Nizar Bouguila
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Multi-scale graph neural network approach for phase prediction in SAT solvers多尺度图神经网络方法用于SAT求解器中的相位预测
deleteInternational Journal of Data Science and Analytics
IF2.8
delete2026-10-25
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PREAI
deleteWenjing Chang; Changhan Wang
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A latent representation framework for modeling and predicting music popularity across release cohorts一种用于跨发行群体建模和预测音乐流行度的潜在表示框架
deleteInternational Journal of Data Science and Analytics
IF2.8
delete2026-10-25
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PREAI
deleteShintami Chusnul Hidayati; Muhammad Akmal Joedhiawan; Misbakhul Munir Irfan Subakti; Bilqis Amaliah; Adhatus Solichah Ahmadiyah; Fatma S. Abousaleh
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$$\varepsilon $$ -iFair: Individual Fairness in Job Recommendations with Controllable $$\varepsilon $$ -Fairness Lossε-iFair：具有可控ε-公平性损失的职位推荐中的个体公平
deleteInternational Journal of Data Science and Analytics
IF2.8
delete2026-10-25
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PREAI
deleteStavros Davidopoulos; Panagiotis Symeonidis; Dimitris Sacharidis; Yannis Manolopoulos
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Novel framework for community detection in complex network using multi-criteria decision making approach基于多准则决策方法对复杂网络进行社区检测的新型框架
deleteInternational Journal of Data Science and Analytics
IF2.8
delete2026-10-24
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PREAI
deleteDeepti Singh; Ankita Verma
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A multivariate causal chain detection methodology assessed on the ENSO modulation of the Northeastern Brazil precipitation一种多变量因果链检测方法学，用于评估东北巴西降水对ENSO调制的响应
deleteInternational Journal of Data Science and Analytics
IF2.8
delete2026-10-23
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deleteOAAI
deleteJuliano E. C. Cruz; Vinícius R. da Rocha; Felipe M. de Andrade; Marcos G. Quiles
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Enhanced yellow rust classification on wheat leaves using Harris Hawks optimization-guided contrast enhancement and deep feature fusion for precision agriculture利用哈里斯鹰优化引导的对比度增强和深度特征融合提升小麦叶片黄锈病分类精度以应用于精准农业
deleteInternational Journal of Data Science and Analytics
IF2.8
delete2026-10-23
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PREAI
deleteM. Chilakarao; Santi Kumari Behera; Prabira Kumar Sethy
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A structured overview and empirical evaluation of fine-tuning pre-trained transformer models for software defect prediction预训练Transformer模型微调方法的结构化概述与实证评估研究
deleteInternational Journal of Data Science and Analytics
IF2.8
delete2026-10-23
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deleteNasraldeen Alnor Adam Khleel; Károly Nehéz
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A contrastive multi-decomposition approach with social-guided signals for robust recommender systems对比多分解方法结合社会引导信号以实现鲁棒推荐系统
deleteInternational Journal of Data Science and Analytics
IF2.8
delete2026-10-22
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PREAI
deleteMohammad Aliabadi; Alireza Abdollahpouri; Parham Moradi
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FewShot AdaptiveMLC: sequential multi-task learning approach with targeted few-shot adaptation to address class imbalance in multi-label datasetsFewShot自适应MLC：一种针对多标签数据集中类别不平衡问题的序列化多任务学习与目标少样本适应方法
deleteInternational Journal of Data Science and Analytics
IF2.8
delete2026-10-21
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PREAI
deleteSupta Das Dip; Md Abdullah Al Kafi; Raka Moni; Sumit Kumar Banshal
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Sentiment-enhanced deep reinforcement learning framework for stock market forecasting and portfolio optimization基于情感增强的深度强化学习框架用于股票市场预测和投资组合优化
deleteInternational Journal of Data Science and Analytics
IF2.8
delete2026-10-21
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PREAI
deleteHunain Altaf; Pramod Kumar Yadav
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INSIGHT: a scalable cluster-based framework with theoretical guarantees for interpretable fraud detection in mixed-feature dataINSIGHT：一种具有理论保证的可扩展集群化框架，用于混合特征数据中的可解释欺诈检测
deleteInternational Journal of Data Science and Analytics
IF2.8
delete2026-10-20
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PREAI
deleteBehnam Yousefimehr; Mehdi Ghatee; Mohammad Amin Seifi; Javad Fazli
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