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References

1 
Stephane Lathuiliere, Pablo Mesejo, "A Comprehensive Analysis of Deep Regression," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 42, pp. 2065-2081, 2019. DOI
2 
G. Montúfar, R. Pascanu, K. Cho, Y. Bengio, abs/1402.1869, "On the Number of Linear Regions of Deep Neural Networks," CoRR, 2014. DOI
3 
M. Tan, Q. V. Le, abs/1905.11946, "EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks," CoRR, 2019. DOI
4 
Seok-Beom Roh, Sung-Kwun Oh, "Design of Iterative Fuzzy Radial Basis Function Neural Networks Based on Iterative Weighted Fuzzy C-Means Clustering and Weighted LSE Estimation," IEEE Trans. Fuzzy Systems, vol. 30, pp. 4273-4285, 2022. DOI
5 
Seok-Beom Roh, Sung-Kwun Oh, "A Study on Learning of Ensemble Classification Model based on Radial Basis Function Neural Networks," The trans. of the Korean Institute of Electrical Engineers, vol. 73, no. 8, pp. 1429-1436, 2024. DOI
6 
Malay K. Pakhira, Sanghamitra Bandyopadhyay, Ujjwal Maulik, "Validity index for crisp and fuzzy clusters," Pattern Recognition, vol. 37, no. 3, pp. 487-501, 2004. DOI
7 
Ferdaus Anam Jibon, Alif Tasbir, "Graph attention network and radial basis function neural network-based hybrid framework for epileptic seizure detection from EEG signal," Journal of Autonomous Intelligence, vol. 7, no. 3, 2023. DOI
8 
J. Valente de Oliveira, Witold Pedrycz, "Advances in Fuzzy Clustering and its Applications," John Wiley & Sons, Chichester, U.K., 2007. DOI
9 
Hao Huang, Sung-Kwun Oh, "Double iterative learning-based polynomial based-RBFNNs driven by the aid of support vector-based kernel fuzzy clustering and least absolute shrinkage deviations," Fuzzy Sets and Systems, vol. 443, 2022. DOI
10 
Kun Zhou, Sung-Kwun Oh, "Design of Hierarchical Neural Networks Using Deep LSTM and Self-Organizing Dynamical Fuzzy-Neural Network Architecture," IEEE Trans. Fuzzy Systems, vol. 32, no. 5, pp. 2915-2929, 2024. DOI
11 
Ce Gao, Sung-Kwun Oh, "Reinforced Dual-Flow Neural Network for Tabular Data Classification With Dynamical Transformer and Fuzzy Clustering," IEEE Trans. Fuzzy Systems, vol. 34, no. 2, pp. 475-488, 2025. DOI
12 
Yoshua Bengio, "Practical Recommendations for Gradient-Based Training of Deep Architectures," LNCS, vol. 7700, pp. 437-478, 2012. DOI
13 
Ron Kohavi, "A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection," pp. 1137-1143, 1995. DOI
14 
Sercan O.Arık, Tomas Pfister, "TabNet: Attentive Interpretable Tabular Learning," vol. 35, no. 8, pp. 6679-6687, 2021. DOI
15 
A. Thielmann, "Mambular: A Sequential Model for Tabular Deep Learning," arXiv preprint, 2024. DOI
16 
M. Sajid, A. K. Malik, "Neuro-Fuzzy Random Vector Functional Link Neural Network for Classification and Regression Problems," IEEE Trans. Fuzzy Systems, vol. 32, no. 5, pp. 2738-2749, 2024. DOI
17 
T. Nguyen, H. Le, "X-ANFIS: An Extensible and Cross-Learning ANFIS Framework for Machine Learning Tasks," Software Library (X-ANFIS), version 1.1.0, GNU GPLv3, PyTorch, 2025. DOI
18 
Janez Demsar, "Statistical comparisons of classifiers over multiple data sets," Journal of Machine Learning Research, vol. 7, pp. 1-30, 2006. DOI
19 
Lin Wang, Bo Yang, "Construction of dynamic three-dimensional microstructure for the hydration of cement using 3D image registration," Pattern Anal. Appl., vol. 17, pp. 655-665, 2014. DOI
20 
Zheng Wang, Eun-Hu Kim, "Reinforced Fuzzy-Rule-Based Neural Networks Realized Through Streamlined Feature Selection Strategy and Fuzzy Clustering With Distance Variation," IEEE Trans. Fuzzy Systems, vol. 32, no. 10, pp. 5674-5686, 2024. DOI
21 
Sang-Beom Park, Sung-Kwun Oh, "Rule-based fuzzy neural networks realized with the aid of linear function Prototype-driven fuzzy clustering and layer Reconstruction-based network design strategy," Expert Systems With Applications, vol. 219, no. 1, 2023. DOI
22 
Zhen Wang, Sung-Kwun Oh, "Design of progressive fuzzy polynomial neural networks through gated recurrent unit structure and correlation/probabilistic selection strategies," Fuzzy Sets and Systems, vol. 470, 2023. DOI