Data Analytics

Latest research

1. Forman-Ricci Curvature as a Geometric Approach to User Behavior Anomaly Detection

   • Mohammad Alimardani
   • Hajar Ghahremani-Gol
   • Shahriar Bijani

   in Iranian Journal of Science and Technology, Transactions of Electrical Engineering

   Article 18 October 2025

   

2. Deep learning models for ICU readmission prediction: a systematic review and meta-analysis

   • Emanuele Koumantakis
   • Konstantina Remoundou
   • Paola Berchialla

   in Critical Care

   Article Open access 17 October 2025

   

3. Federated learning and deep reinforcement networks for privacy-preserving real-time data analytics in smart healthcare systems

   • Veeramalai Sankaradass
   • V. K. Manindra Manish

   in Cluster Computing

   Article 17 October 2025

   

4. Rohdaten müssen raffiniert werden:

   • Ulrich Rendtel

   in AStA Wirtschafts- und Sozialstatistisches Archiv

   Article Open access 16 October 2025

   

5. A multi-stage hybrid framework for anomaly detection in attributed graphs using attention-driven representation and community-aware scoring

   • Wasim Khan
   • Khan Vajid Nabilal
   • Meenal Suraj Wagh

   in Discover Applied Sciences

   Article Open access 14 October 2025

   

6. Unified representation and scoring framework for anomaly detection in attributed networks with emphasis on structural consistency and attribute integrity

   • Wasim Khan
   • Nadhem Ebrahim
   • Mourad Elloumi

   in Scientific Reports

   Article Open access 14 October 2025

   

7. A shap-enhanced PCA-DBSCAN framework for interpretable retail customer segmentation and strategic insight

   • M. Martha Sucharitha
   • J. P. Senthil Kumar
   • Md. Shaik Amzad Basha

   in International Journal of System Assurance Engineering and Management

   Article 13 October 2025

   

8. A comprehensive review of machine learning and deep learning models for non-intrusive load monitoring: performance, analyses, practical insights, and emerging trends

   • Muhammad Hammad Saleem
   • Muhammad Taha
   • Mollah Daud Ahmed

   in Applied Intelligence

   Article Open access 13 October 2025

   

9. Predictive Data Analytics Using Machine Learning for IoT Sensor Network

   • Rajesh
   • Mridul Chawla

   in SN Computer Science

   Article 11 October 2025

   

10. Evolving fuzzy classification for human-centered explainable learning analytics in virtual environments

    • Gabriella Casalino
    • Giovanna Castellano
    • Gianluca Zaza

    in Evolving Systems

    Article Open access 10 October 2025

    

11. Novel Hampel Filtering and Robust Regression in Control Chart Applications for Regression Process Monitoring

    • Taha Hussein Ali
    • Hutheyfa Hazem Taha
    • Heyam A. A. Hayawi

    in Journal of Statistical Theory and Applications

    Article Open access 10 October 2025

    

12. Data-Driven Prediction of Maximum Displacement of Flexible Riser Based on Movement of Platform

    • Jin-ze Song
    • Yu-ze Wu
    • Kai-rui Deng

    in China Ocean Engineering

    Article 10 October 2025

13. Attention mechanism-based multi-scale spatiotemporal fusion for precipitation nowcasting

    • Xiangming Zheng
    • Huawang Qin
    • Fuzhi Hu

    in Theoretical and Applied Climatology

    Article 09 October 2025

    

14. Knowledge fusion guided pre-training non-intrusive load sparse sample recognition

    • Yanmei Jiang
    • Lin Liu
    • Xiong Li

    in International Journal of Machine Learning and Cybernetics

    Article 09 October 2025

    

15. SADWC: sentiment analysis approach to detect depression using WhatsApp chat data

    • Mohd Yasir
    • Aasim Zafar
    • Saima Parvez

    in International Journal of System Assurance Engineering and Management

    Article 09 October 2025

    

16. Mitigating mix design anomalies in ultra-high performance concrete strength prediction through anomaly detection and ensemble learning

    • Ganapathy Ganesh Prabhu
    • Lakshmi Keshav
    • Gokulan Ravindiran

    in Asian Journal of Civil Engineering

    Article 08 October 2025

    

17. Map Reduce Framework-Assisted Feature Analysis and Adaptive Multiplicative Bi-RNN Using Big Data Analytics for Decision-Making

    • Neha Verma
    • Priyanka Bhutani
    • Sumanth Venugopal

    in International Journal of Computational Intelligence Systems

    Article Open access 07 October 2025

    

18. A linear regression penalty estimator programme for the mitigation of shortcomings in availability based tariff scheme adopted in Indian power grid networks

    • Mohan V
    • Amalore Naveen Antony B
    • Chitrakala G

    in Scientific Reports

    Article Open access 06 October 2025

    

19. Analysis of Customer Journeys Using Prototype Detection and Counterfactual Explanations for Sequential Data

    • Keita Kinjo

    in The Review of Socionetwork Strategies

    Article 04 October 2025

    

20. EDBODM: A Euclidean Distance-Based Method for Detecting Outliers in Grouped Multivariate Data

    • Suthat Phuttisen
    • Wuttichai Srisodaphol

    in Quality & Quantity

    Article 03 October 2025

    

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