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International Journal of Data Science and Analytics最新文献

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Symmetric contrastive learning for robust fault detection in time-series traffic sensor data 在时间序列交通传感器数据中进行鲁棒故障检测的对称对比学习
IF 2.4
International Journal of Data Science and Analytics Pub Date : 2024-03-21 DOI: 10.1007/s41060-024-00521-0
Yongcan Huang, Jidong J. Yang
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引用次数: 0
Enhanced particle swarm optimization-based hyperparameter optimized stacked autoencoder for credit card fraud detection 基于粒子群优化的增强型超参数优化堆叠自动编码器用于信用卡欺诈检测
IF 2.4
International Journal of Data Science and Analytics Pub Date : 2024-03-21 DOI: 10.1007/s41060-024-00524-x
Houda Abadlia, Nadia Smairi
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引用次数: 0
SeNSe: embedding alignment via semantic anchors selection SeNSe：通过语义锚选择进行嵌入式对齐
IF 2.4
International Journal of Data Science and Analytics Pub Date : 2024-03-20 DOI: 10.1007/s41060-024-00522-z
Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Filippo Pallucchini
{"title":"SeNSe: embedding alignment via semantic anchors selection","authors":"Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Filippo Pallucchini","doi":"10.1007/s41060-024-00522-z","DOIUrl":"https://doi.org/10.1007/s41060-024-00522-z","url":null,"abstract":"","PeriodicalId":45667,"journal":{"name":"International Journal of Data Science and Analytics","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-03-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140227907","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An innovative method for accurate NBA player performance forecasting and line-up optimization in daily fantasy sports 在每日幻想体育中准确预测 NBA 球员表现和优化阵容的创新方法
IF 2.4
International Journal of Data Science and Analytics Pub Date : 2024-03-19 DOI: 10.1007/s41060-024-00523-y
George Papageorgiou, Vangelis Sarlis, Christos Tjortjis
{"title":"An innovative method for accurate NBA player performance forecasting and line-up optimization in daily fantasy sports","authors":"George Papageorgiou, Vangelis Sarlis, Christos Tjortjis","doi":"10.1007/s41060-024-00523-y","DOIUrl":"https://doi.org/10.1007/s41060-024-00523-y","url":null,"abstract":"","PeriodicalId":45667,"journal":{"name":"International Journal of Data Science and Analytics","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140229399","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A novel hybrid support vector machine with firebug swarm optimization 采用火虫群优化技术的新型混合支持向量机
IF 2.4
International Journal of Data Science and Analytics Pub Date : 2024-03-18 DOI: 10.1007/s41060-024-00520-1
Shakiba Khademolqorani, Elham Zafarani
{"title":"A novel hybrid support vector machine with firebug swarm optimization","authors":"Shakiba Khademolqorani, Elham Zafarani","doi":"10.1007/s41060-024-00520-1","DOIUrl":"https://doi.org/10.1007/s41060-024-00520-1","url":null,"abstract":"","PeriodicalId":45667,"journal":{"name":"International Journal of Data Science and Analytics","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-03-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140233263","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A late fusion framework using whale optimization technique and attention-BiLSTM for fake news detection 利用鲸鱼优化技术和注意力-BiLSTM 的后期融合框架检测假新闻
IF 2.4
International Journal of Data Science and Analytics Pub Date : 2024-03-18 DOI: 10.1007/s41060-024-00515-y
K. Varalakshmi, P. M. A. Kumar
{"title":"A late fusion framework using whale optimization technique and attention-BiLSTM for fake news detection","authors":"K. Varalakshmi, P. M. A. Kumar","doi":"10.1007/s41060-024-00515-y","DOIUrl":"https://doi.org/10.1007/s41060-024-00515-y","url":null,"abstract":"","PeriodicalId":45667,"journal":{"name":"International Journal of Data Science and Analytics","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-03-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140231804","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Narratives from GPT-derived networks of news and a link to financial markets dislocations 来自 GPT 衍生的新闻网络的叙述以及与金融市场混乱的联系
IF 2.4
International Journal of Data Science and Analytics Pub Date : 2024-03-17 DOI: 10.1007/s41060-024-00516-x
Deborah Miori, Constantin Petrov
{"title":"Narratives from GPT-derived networks of news and a link to financial markets dislocations","authors":"Deborah Miori, Constantin Petrov","doi":"10.1007/s41060-024-00516-x","DOIUrl":"https://doi.org/10.1007/s41060-024-00516-x","url":null,"abstract":"","PeriodicalId":45667,"journal":{"name":"International Journal of Data Science and Analytics","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140235551","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A novel prediction model to evaluate the dynamic interrelationship between gold and crude oil 评估黄金与原油之间动态相互关系的新型预测模型
IF 2.4
International Journal of Data Science and Analytics Pub Date : 2024-03-16 DOI: 10.1007/s41060-024-00519-8
Sarth Pandit, Xiaojun Luo
{"title":"A novel prediction model to evaluate the dynamic interrelationship between gold and crude oil","authors":"Sarth Pandit, Xiaojun Luo","doi":"10.1007/s41060-024-00519-8","DOIUrl":"https://doi.org/10.1007/s41060-024-00519-8","url":null,"abstract":"","PeriodicalId":45667,"journal":{"name":"International Journal of Data Science and Analytics","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-03-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140237205","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Improving recommendation diversity without retraining from scratch 无需从头开始重新训练即可提高推荐多样性
IF 2.4
International Journal of Data Science and Analytics Pub Date : 2024-03-10 DOI: 10.1007/s41060-024-00518-9
Joseph Noel, Christopher Monterola, Daniel Stanley Tan
{"title":"Improving recommendation diversity without retraining from scratch","authors":"Joseph Noel, Christopher Monterola, Daniel Stanley Tan","doi":"10.1007/s41060-024-00518-9","DOIUrl":"https://doi.org/10.1007/s41060-024-00518-9","url":null,"abstract":"","PeriodicalId":45667,"journal":{"name":"International Journal of Data Science and Analytics","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140255504","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Genetic algorithm-based hybrid deep learning model for explainable Alzheimer’s disease prediction using temporal multimodal cognitive data 基于遗传算法的混合深度学习模型，利用时态多模态认知数据预测可解释的阿尔茨海默病
IF 2.4
International Journal of Data Science and Analytics Pub Date : 2024-03-08 DOI: 10.1007/s41060-024-00514-z
Hager Saleh, Nora ElRashidy, Mohamed Abd Elaziz, Ahmad O. Aseeri, Shaker El-Sappagh
{"title":"Genetic algorithm-based hybrid deep learning model for explainable Alzheimer’s disease prediction using temporal multimodal cognitive data","authors":"Hager Saleh, Nora ElRashidy, Mohamed Abd Elaziz, Ahmad O. Aseeri, Shaker El-Sappagh","doi":"10.1007/s41060-024-00514-z","DOIUrl":"https://doi.org/10.1007/s41060-024-00514-z","url":null,"abstract":"","PeriodicalId":45667,"journal":{"name":"International Journal of Data Science and Analytics","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140256892","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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