Data Analytics

Latest research

1. Physics-aware data analytics effectively treat sparse sensor data

   • Jordan Stomps
   • Kenneth Dayman
   • Birdy Phathanapirom

   in Journal of Radioanalytical and Nuclear Chemistry

   Article 15 November 2025

   

2. Data-Driven Machine Learning Approach for Estimation of the Total Organic Carbon (TOC): Implications of Data Splitting and Model Interpretability

   • Christopher N. Mkono
   • Chuanbo Shen
   • Wakeel Hussain

   in Mathematical Geosciences

   Article 14 November 2025

   

3. Adaptive Hierarchical Attention for Multivariate Time Series Anomaly Detection

   • Xiaohan You
   • Xiaobo Guo
   • Changbin Wang

   in Annals of Data Science

   Article 12 November 2025

   

4. Unveiling Data Clumps: A Detailed Longitudinal Analysis on Software Quality Across Public Repositories

   • Nils Baumgartner
   • Elke Pulvermüller

   in SN Computer Science

   Article Open access 12 November 2025

   

5. On the use of supervised anomaly detection algorithms for extremely imbalanced data

   • Kyungseon Lee
   • Jongjin Lee
   • Yongdai Kim

   in Journal of the Korean Statistical Society

   Article 12 November 2025

   

6. Leveraging artificial intelligence for integrative omics analysis to elucidate Covid-19 response

   • Aléxia Stefani Siqueira Zetum
   • Antônio Victor Prinz Moraes
   • Débora Dummer Meira

   in Network Modeling Analysis in Health Informatics and Bioinformatics

   Article 11 November 2025

   

7. Research on a multivariate measurement system for polyethylene gas pipelines utilizing a variable weight UMAP model

   • Chenjia Zong
   • Juan Zhou
   • Zhilong Yu

   in Scientific Reports

   Article Open access 11 November 2025

   

8. Context-based sentiment analysis using a BiGRU DistilBERT fusion model for COVID-19 tweets

   • Utkarsh Sharma
   • Prateek Pandey
   • Shishir Kumar

   in Scientific Reports

   Article Open access 11 November 2025

   

9. TabKAN: Advancing tabular data analysis using Kolmogorov-Arnold Network

   • Ali Eslamian
   • Alireza Afzal Aghaei
   • Qiang Cheng

   in Machine Learning for Computational Science and Engineering

   Article 10 November 2025

   

10. Histogram approaches for imbalanced data streams regression

    • Ehsan Aminian
    • Rita P. Ribeiro
    • Joao Gama

    in Machine Learning

    Article 10 November 2025

    

11. DeepMaxout LSTM: a spark framework-driven deep learning architecture for intrusion detection in cloud computing

    • Vijayakumar Polepally
    • S. Nagendra Prabhu
    • Parsi Kalpana

    in Microsystem Technologies

    Article 08 November 2025

    

12. Interpretable information fusion and small sample dataset expansion in power system anomaly detection based on artificial intelligence algorithms

    • Junhao Zhang
    • Junwei Kuang
    • Shengjie Li

    in International Journal of Information Security

    Article 08 November 2025

    

13. Predicting measurement continuity in home blood pressure monitoring using machine learning

    • Asami Matsumoto
    • Yohei Mineharu
    • Yasushi Okuno

    in Hypertension Research

    Article Open access 07 November 2025

    

14. Assessment of performance of conventional and machine learning methods for estimating missing precipitation data

    • Akhilesh Poyam
    • Vikas Kumar Vidyarthi
    • Manikant Verma

    in Acta Geophysica

    Article 07 November 2025

    

15. Establishing a comprehensive data protection impact assessment methodology for big data analytics in compliance with the general data protection regulation

    • Georgios Georgiadis
    • Geert Poels

    in Information Systems and e-Business Management

    Article 06 November 2025

    

16. Improving Parameter Recovery in Computational Models: Employing Outlier-Insensitive Loss Functions

    • Mingqian Guo
    • Karin Roelofs
    • Bernd Figner

    in Computational Brain & Behavior

    Article 06 November 2025

    

17. State-of-the-art visualization for innovative trend analysis

    • Sadık Alashan
    • Ahmad Abu Arra
    • Eyüp Şişman

    in Environmental Earth Sciences

    Article 06 November 2025

    

18. Continuous Rating Scale Analytics (CoRSA): A tool for analyzing continuous and discrete data with item response theory

    • Yeh-Tai Chou
    • Yao-Ting Sung
    • Wei-Hung Yang

    in Behavior Research Methods

    Article Open access 04 November 2025

    

19. Diagnostic Accuracy of Graph-Based and Calculator-Based Tools for Detecting Small for Gestational Age and Extrauterine Growth Restriction in Very Low Birth Weight Infants

    • Naitica Darooka
    • Medha Goyal
    • Ruchi Nanavati

    in Indian Journal of Pediatrics

    Article 04 November 2025

20. Feature selection for data-driven seasonal forecasts of European heatwaves

    • Ronan McAdam
    • Jorge Pérez-Aracil
    • Enrico Scoccimarro

    in Communications Earth & Environment

    Article Open access 04 November 2025

    

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