1. Black-box Bayesian adversarial attack with transferable priors

   • Shudong Zhang
   • Haichang Gao
   • Jianping He

   OriginalPaper 14 October 2022 Pages: 1511 - 1528

   

2. Hitting the target: stopping active learning at the cost-based optimum

   • Zac Pullar-Strecker
   • Katharina Dost
   • Jörg Wicker

   OriginalPaper Open access 14 October 2022 Pages: 1529 - 1547

   

3. Partial label learning with emerging new labels

   • Xiang-Ru Yu
   • Deng-Bao Wang
   • Min-Ling Zhang

   OriginalPaper 17 October 2022 Pages: 1549 - 1565

   

4. Parametric non-parallel support vector machines for pattern classification

   • Sambhav Jain
   • Reshma Rastogi

   OriginalPaper 19 October 2022 Pages: 1567 - 1594

   

5. Riemannian block SPD coupling manifold and its application to optimal transport

   • Andi Han
   • Bamdev Mishra
   • Junbin Gao

   OriginalPaper Open access 20 October 2022 Pages: 1595 - 1622

   

6. Towards adaptive unknown authentication for universal domain adaptation by classifier paradox

   • Yunyun Wang
   • Yao Liu
   • Songcan Chen

   OriginalPaper 20 October 2022 Pages: 1623 - 1641

   

7. Open-set learning under covariate shift

   • Jie-Jing Shao
   • Xiao-Wen Yang
   • Lan-Zhe Guo

   OriginalPaper 27 October 2022 Pages: 1643 - 1659

   

8. Meta-learning the invariant representation for domain generalization

   • Chen Jia
   • Yue Zhang

   OriginalPaper 28 October 2022 Pages: 1661 - 1681

   

9. Heterogeneous sets in dimensionality reduction and ensemble learning

   • Henry W. J. Reeve
   • Ata Kabán
   • Jakramate Bootkrajang

   OriginalPaper Open access 28 October 2022 Pages: 1683 - 1704

   

10. DIMBA: discretely masked black-box attack in single object tracking

    • Xiangyu Yin
    • Wenjie Ruan
    • Jonathan Fieldsend

    OriginalPaper Open access 31 October 2022 Pages: 1705 - 1723

    

11. Transfer and share: semi-supervised learning from long-tailed data

    • Tong Wei
    • Qian-Yu Liu
    • Lan-Zhe Guo

    OriginalPaper 31 October 2022 Pages: 1725 - 1742

    

12. IA-NGM: A bidirectional learning method for neural graph matching with feature fusion

    • Tianxiang Qin
    • Shikui Tu
    • Lei Xu

    OriginalPaper 01 November 2022 Pages: 1743 - 1769

    

13. 3DVerifier: efficient robustness verification for 3D point cloud models

    • Ronghui Mu
    • Wenjie Ruan
    • Qiang Ni

    OriginalPaper Open access 02 November 2022 Pages: 1771 - 1798

    

14. InfoCEVAE: treatment effect estimation with hidden confounding variables matching

    • Shonosuke Harada
    • Hisashi Kashima

    OriginalPaper Open access 02 November 2022 Pages: 1799 - 1817

    

15. Local AdaGrad-type algorithm for stochastic convex-concave optimization

    • Luofeng Liao
    • Li Shen
    • Dacheng Tao

    OriginalPaper 23 November 2022 Pages: 1819 - 1838

    

16. Towards enabling learnware to handle heterogeneous feature spaces

    • Peng Tan
    • Zhi-Hao Tan
    • Zhi-Hua Zhou

    OriginalPaper 28 November 2022 Pages: 1839 - 1860

    

17. Aligning model outputs for class imbalanced non-IID federated learning

    • Lan Li
    • De-chuan Zhan
    • Xin-chun Li

    OriginalPaper 07 December 2022 Pages: 1861 - 1884

    

18. Learning state importance for preference-based reinforcement learning

    • Guoxi Zhang
    • Hisashi Kashima

    OriginalPaper 09 January 2023 Pages: 1885 - 1901

    

19. ProtoSimi: label correction for fine-grained visual categorization

    • Jialiang Shen
    • Yu Yao
    • Tongliang Liu

    OriginalPaper Open access 28 March 2023 Pages: 1903 - 1920

    

20. Deep multimodal representation learning for generalizable person re-identification

    • Suncheng Xiang
    • Hao Chen
    • Yuzhuo Fu

    OriginalPaper 06 July 2023 Pages: 1921 - 1939

    

21. Hyperparameter importance and optimization of quantum neural networks across small datasets

    • Charles Moussa
    • Yash J. Patel
    • Jan N. van Rijn

    OriginalPaper Open access 31 August 2023 Pages: 1941 - 1966

    

22. Dense subgraphs induced by edge labels

    • Iiro Kumpulainen
    • Nikolaj Tatti

    OriginalPaper Open access 06 September 2023 Pages: 1967 - 1987

    

23. Explaining recommendation system using counterfactual textual explanations

    • Niloofar Ranjbar
    • Saeedeh Momtazi
    • MohammadMehdi Homayoonpour

    OriginalPaper 13 September 2023 Pages: 1989 - 2012

    

24. Explainable AI in drug discovery: self-interpretable graph neural network for molecular property prediction using concept whitening

    • Michela Proietti
    • Alessio Ragno
    • Roberto Capobianco

    OriginalPaper Open access 31 October 2023 Pages: 2013 - 2044

    

25. Textmatcher: cross-attentional neural network to compare image and text

    • Valentina Arrigoni
    • Luisa Repele
    • Dario Marino Saccavino

    OriginalPaper 06 November 2023 Pages: 2045 - 2066

    

26. Temporal silhouette: validation of stream clustering robust to concept drift

    • Félix Iglesias Vázquez
    • Tanja Zseby

    OriginalPaper Open access 10 November 2023 Pages: 2067 - 2091

    

27. Predicting potential real-time donations in YouTube live streaming services via continuous-time dynamic graphs

    • Ruidong Jin
    • Xin Liu
    • Tsuyoshi Murata

    OriginalPaper Open access 10 November 2023 Pages: 2093 - 2127

    

28. Dynamic weighted ensemble for diarrhoea incidence predictions

    • Thanh Duy Do
    • Thuan Dinh Nguyen
    • Son T. Mai

    OriginalPaper 20 November 2023 Pages: 2129 - 2152

    

29. Fast parameterless prototype-based co-clustering

    • Elena Battaglia
    • Federico Peiretti
    • Ruggero G. Pensa

    OriginalPaper Open access 21 November 2023 Pages: 2153 - 2181

    

30. Exploiting sparsity and statistical dependence in multivariate data fusion: an application to misinformation detection for high-impact events

    • Lucas P. Damasceno
    • Egzona Rexhepi
    • Zois Boukouvalas

    OriginalPaper 29 November 2023 Pages: 2183 - 2205

    

31. Temporal graph learning for dynamic link prediction with text in online social networks

    • Manuel Dileo
    • Matteo Zignani
    • Sabrina Gaito

    OriginalPaper Open access 29 November 2023 Pages: 2207 - 2226

    

32. Word embeddings for retrieving tabular data from research publications

    • Alberto Berenguer
    • Jose-Norberto Mazón
    • David Tomás

    OriginalPaper Open access 29 November 2023 Pages: 2227 - 2248

    

33. Natural language inference model for customer advocacy detection in online customer engagement

    • Bilal Abu-Salih
    • Mohammed Alweshah
    • Saleh Al-Sharaeh

    OriginalPaper Open access 29 November 2023 Pages: 2249 - 2275

    

34. Forecasting of mobile network traffic and spatio–temporal analysis using modLSTM

    • Vidyadhar J. Aski
    • Rugved Sanjay Chavan
    • Eugenio Vocaturo

    OriginalPaper 30 November 2023 Pages: 2277 - 2300