Multivariate Analysis

Latest research

1. Multivariate multifractal analysis of Lévy functions. Part II: validity of the multifractal formalism

   • Stéphane Jaffard
   • Lingmin Liao
   • Qian Zhang

   in Mathematische Zeitschrift

   Article 07 February 2026

   

2. Multimodal Alignment and Fusion: A Survey

   • Songtao Li
   • Hao Tang

   in International Journal of Computer Vision

   Article 06 February 2026

   

3. A review of efficient approaches for sentiment analysis and opinion mining

   • Hossein Azgomi
   • Matin Ramzani Shahrestani

   in Multimedia Tools and Applications

   Article 06 February 2026

   

4. Sufficient Dimension Reduction with Nonignorable Nonresponse

   • Xiaojie Yang
   • Qihua Wang

   in Journal of Systems Science and Complexity

   Article 05 February 2026

5. Test for Varying-Coefficient Models with High-Dimensional Data

   • Lin Yang
   • Yuzhao Gao
   • Lianqiang Qu

   in Journal of Systems Science and Complexity

   Article 05 February 2026

6. Multi-feature fusion network based on wavelet transform and multi-scale cross-response for hyperspectral image classification

   • Yi Liu
   • Yujie Yan
   • Caihong Mu

   in Machine Vision and Applications

   Article 05 February 2026

   

7. Quasi-Bayesian Estimation and Comparison for Clustered Samples with Missing Values

   • Gen Ye
   • Puying Zhao
   • Niansheng Tang

   in Journal of Systems Science and Complexity

   Article 05 February 2026

8. Envelope Inverse Regression for Dimension Reduction: A Review and New Perspectives

   • Jing Zeng
   • Ning Wang
   • Xin Zhang

   in Journal of Systems Science and Complexity

   Article 05 February 2026

9. On Marginal Coordinate Test with Multivariate Responses

   • Yuexiao Dong
   • Lei Li

   in Journal of Systems Science and Complexity

   Article 05 February 2026

10. A Note on Sufficient Dimension Folding for Regression Mean Function with Categorical Predictors

    • Bilin Zeng
    • Akim Adekpedjou
    • Xuerong Meggie Wen

    in Journal of Systems Science and Complexity

    Article 05 February 2026

11. Envelope Dimension Reduction with Application to Binary Classification

    • Abdul-Nasah Soale
    • Yuexiao Dong

    in Journal of Systems Science and Complexity

    Article 05 February 2026

12. Improving the accuracy of meteorological drought forecasting in the Yellow River Basin of China based on multivariate machine learning

    • Dehe Xu
    • Yaoning Wang
    • Ke Zhang

    in Environment, Development and Sustainability

    Article 04 February 2026

    

13. Network analysis of longitudinal electronic health records using linear mixed models

    • Marina Vargas-Fernández
    • Juan de Dios Luna
    • Pedro Carmona-Sáez

    in BioData Mining

    Article Open access 04 February 2026

    

14. Decision-making method with large-scale heterogeneous information using the preferred two-dimensional centroid and its application in forestland quality evaluation

    • Huizhen Cai
    • Jian Lin
    • Zeshui Xu

    in Computational and Applied Mathematics

    Article 03 February 2026

    

15. Disentangled representation learning with temporal smoothness constraints for multimodal sentiment analysis

    • Yihao Xu
    • Hai Huan

    in Multimedia Systems

    Article 03 February 2026

    

16. Pole-residue surrogate modeling for electromagnetic compatibility analysis using clustering

    • Andreas Klaedtke
    • Moritz von Tresckow
    • Herbert De Gersem

    in e+i Elektrotechnik und Informationstechnik

    Article 03 February 2026

    

17. Applications of omics in deciphering the unique traits of durian, the king of fruits

    • Chee-Wei Yew
    • Ching-Ching Wee

    in Plant Molecular Biology

    Article Open access 03 February 2026

    

18. LUCID: lexicon-augmented fusion with ordinal calibration for multimodal sentiment analysis

    • Feixiang Yuan
    • Ke Qi
    • Wenbin Chen

    in Multimedia Systems

    Article 03 February 2026

    

19. A novel dynamic segmentation approach based on spearman correlation for human activity recognition

    • Khadija Essafi
    • Laila Moussaid

    in Multimedia Tools and Applications

    Article 02 February 2026

    

20. Multimodal fusion and explainability of artificial intelligence models in Alzheimer’s Disease detection

    • Vimbi Viswan
    • Noushath Shaffi
    • Mufti Mahmud

    in Brain Informatics

    Article Open access 02 February 2026

    

Related journals

• 

  Journal

  Advances in Data Analysis and Classification

  The international journal Advances in Data Analysis and Classification (ADAC)is designed as a forum for high standard publications on research and...

  Publishing model

  Hybrid

  Journal Impact Factor

  1.3 (2024)

  Downloads

  158,217 (2025)

  Submission to first decision(median)

  3 days

• 

  Journal

  Journal of Classification

  To publish original and valuable papers in the field of classification, broadly defined. Articles advance understanding in many areas of...

  Publishing model

  Hybrid

  Journal Impact Factor

  1.9 (2024)

  Downloads

  103,672 (2025)

  Submission to first decision(median)

  30 days

• 

  Journal

  Behaviormetrika

  Behaviormetrikais issued twice a year to provide an international forum for new theoretical and empirical quantitative approaches in data science....

  Publishing model

  Hybrid

  Downloads

  91,513 (2025)

  Submission to first decision(median)

  7 days