A machine learning computational approach for the mathematical anthrax disease system in animals.

Authors: Sabir, Zulqurnain¹ (AUTHOR) zulqurnain.sabir@lau.edu.lb, Simbawa, Eman² (AUTHOR)

Source: PLoS ONE. 4/1/2025, Vol. 20 Issue 4, p1-17. 17p.

Subject Terms: *ANIMAL diseases, *MATHEMATICAL regularization, *ANTHRAX, *RUNGE-Kutta formulas, *MACHINE design

Assessing the Impact of Mixed Pixel Proportion Training Data on SVM-Based Remote Sensing Classification: A Simulated Study.

Authors: Gu, Jianyu¹ (AUTHOR) jg2001@usnh.edu, Congalton, Russell G.¹ (AUTHOR)

Source: Remote Sensing. Apr2025, Vol. 17 Issue 7, p1274. 23p.

Subject Terms: *SUPPORT vector machines, *REGULARIZATION parameter, *KERNEL functions, *REMOTE sensing, *PIXELS

Robust Non-negative Matrix Factorization with Supervised Graph Embedding for Image Classification.

Authors: Minghua Wan¹, wmh36@sina.com, Weiyu Gu¹, MA2209120@stu.nau.edu.cn, Guowei Yang², ygw_ustb@163.com, Hai Tan¹, 270602@nau.edu.cn

Source: KSII Transactions on Internet & Information Systems; Mar2025, Vol. 19 Issue 3, p950-972, 23p

Optimal Choice of the Regularization Parameter for Direct Identification of Polymers Relaxation Time and Frequency Spectra.

Authors: Stankiewicz, Anna¹ (AUTHOR) anna.m.stankiewicz@gmail.com, Bojanowska, Monika² (AUTHOR) monika.bojanowska@up.lublin.pl

Source: Polymers (20734360). Jan2025, Vol. 17 Issue 1, p31. 38p.

Subject Terms: *REGULARIZATION parameter, *TIKHONOV regularization, *INVERSE problems, *FREQUENCY spectra, *VISCOELASTICITY

Diversity-Representativeness Replay and Knowledge Alignment for Lifelong Vehicle Re-identification.

Authors: Cao, Anqi¹, angelccapture@163.com, Wan, Zhijing², wanzjwhu@whu.edu.cn, Wang, Xiao³, wangxiao2021@wust.edu.cn, Liu, Wei¹, liuwei@wust.edu.cn, Wang, Wei¹, wangwei8@wust.edu.cn, Wang, Zheng², wangzwhu@whu.edu.cn, Xu, Xin¹, xuxin@wust.edu.cn

Source: ACM Transactions on Multimedia Computing, Communications & Applications; Feb2025, Vol. 21 Issue 2, p1-20, 20p

IMAGE SMOOTHING VIA A NOVEL ADAPTIVE WEIGHTED L0 REGULARIZATION.

Authors: WUFAN ZHAO¹ 1022082116@njupt.edu.cn, TINGTING WU¹ wutt@njupt.edu.cn, CHENCHEN FENG¹ 1221087302@njupt.edu.cn, WENNA WU¹ 1220086613@njupt.edu.cn, XIAOGUANG LV² xiaoguanglv@jou.edu.cn, HONGMING CHEN³ 2022048@zjou.edu.cn, JUN LIU⁴ liuj292@nenu.edu.cn

Source: International Journal of Numerical Analysis & Modeling. 2025, Vol. 22 Issue 1, p21-39. 19p.

Subject Terms: *REGULARIZATION parameter, *IMAGE intensifiers, *ALGORITHMS

Augmented Total Variation Regularization in Radon‐Type Inverse Problems.

Authors: Protonotarios, Nicholas E.¹ (AUTHOR) nprotonotarios@academyofathens.gr, Dikaios, Nikolaos¹ (AUTHOR), Kaponis, Dimosthenis² (AUTHOR), Charalambopoulos, Antonios³ (AUTHOR)

Source: Studies in Applied Mathematics. Apr2025, Vol. 154 Issue 4, p1-9. 9p.

Subject Terms: Mathematical regularization, Inverse problems, Regularization parameter, Imaging phantoms, Computer simulation

A General Mollification Regularization Method to Solve a Cauchy Problem for the Multi-Dimensional Modified Helmholtz Equation.

Authors: Xu, Huilin¹ (AUTHOR) hlxu@gnnu.edu.cn, Wang, Baoxia¹ (AUTHOR), Zhou, Duanmei¹ (AUTHOR) zhouduanmei@gnnu.edu.cn

Source: Symmetry (20738994). Nov2024, Vol. 16 Issue 11, p1549. 16p.

Subject Terms: *CAUCHY problem, *REGULARIZATION parameter, *PROBLEM solving, *A priori

Segmentation and classification of brain tumour using LRIFCM and LSTM.

Authors: Neetha, K. S.¹, 321960304001@gitam.in, Narayan, Dayanand Lal¹

Source: Multimedia Tools & Applications; Sep2024, Vol. 83 Issue 31, p76705-76730, 26p

Research on Indirect Influence-Line Identification Methods in the Dynamic Response of Vehicles Crossing Bridges.

Authors: Zhou, Yu^1,2,3, david_disk@sina.comshiyddr@outlook.comyuzhou923@outlook.com, Shi, Yingdi¹, syd52ck@outlook.com, Di, Shengkui², Han, Shuo¹, wangjt2018@outlook.com, Wang, Jingtang¹

Source: Applied Sciences (2076-3417); Sep2024, Vol. 14 Issue 17, p7821, 14p

On sparse regression, Lp‐regularization, and automated model discovery.

Authors: McCulloch, Jeremy A.¹, St. Pierre, Skyler R.¹, Linka, Kevin², Kuhl, Ellen¹, ekuhl@stanford.edu

Source: International Journal for Numerical Methods in Engineering; Jul2024, Vol. 125 Issue 14, p1-33, 33p

On Greedy Randomized Kaczmarz Algorithm for the Solution of Tikhonov Regularization Problem.

Authors: Yong Liu¹ liuyong@cslg.edu.cn, Zhiyong Zhang¹ gothel@gmail.com

Source: IAENG International Journal of Applied Mathematics. Jul2024, Vol. 54 Issue 7, p1383-1389. 7p.

Subject Terms: *TIKHONOV regularization, *ALGORITHMS, *MATHEMATICAL regularization

Generalized Tikhonov regularization method for an inverse boundary value problem of the fractional elliptic equation.

Authors: Zhang, Xiao¹ (AUTHOR) 20217221@stu.nmu.edu.cn

Source: Boundary Value Problems. 6/26/2024, Vol. 2024 Issue 1, p1-19. 19p.

Subject Terms: *BOUNDARY value problems, *TIKHONOV regularization, *REGULARIZATION parameter, *ELLIPTIC operators, *ELLIPTIC equations

A new type of generalized information criterion for regularization parameter selection in penalized regression with application to treatment process data.

Authors: Ghatari, Amir Hossein¹ (AUTHOR), Aminghafari, Mina¹ (AUTHOR) aminghafari@aut.ac.ir

Source: Journal of Biopharmaceutical Statistics. 2024, Vol. 34 Issue 4, p488-512. 25p.

Subject Terms: *Regression analysis, Regularization parameter, Asymptotic efficiencies, Statistical models, Parkinson's disease

Regularized methods via cubic model subspace minimization for nonconvex optimization: Regularized methods via cubic model subspace minimization...: S. Bellavia et al.

Authors: Bellavia, Stefania¹ (AUTHOR) stefania.bellavia@unifi.it, Palitta, Davide² (AUTHOR) davide.palitta@unibo.it, Porcelli, Margherita^1,3 (AUTHOR) margherita.porcelli@unifi.it, Simoncini, Valeria^2,4 (AUTHOR) valeria.simoncini@unibo.it

Source: Computational Optimization & Applications. Apr2025, Vol. 90 Issue 3, p801-837. 37p.

Subject Terms: *Problem solving, Regularization parameter, Linear systems, Polynomials

Influence of single observations on the choice of the penalty parameter in ridge regression.

Authors: Hellton, Kristoffer H.¹ (AUTHOR) kristoffer.hellton@oslomet.no, Lingjærde, Camilla² (AUTHOR), De Bin, Riccardo³ (AUTHOR)

Source: Journal of Statistical Computation & Simulation. Mar2025, Vol. 95 Issue 4, p849-867. 19p.

Subject Terms: Ridge regression (Statistics), Regularization parameter, Model validation, Visual analytics, Statistical models, Scientific observation

Improving interpretability for fault diagnosis in complex chemical processes using combined regularization and linearization in neural network modeling

Authors: Silva, Pedro, Ferreira, Yan, Lima, Igor, Vakkilainen, Esa, Almeida, Gustavo, Braga, Antonio

Source: 2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx) Trustworthy, Explainable and Responsible Computational Intelligence (CITREx), 2025 IEEE Symposium on. :1-7 Mar, 2025

Relation: 2025 IEEE Symposium on Trustworthy, Explainable and Responsible Computational Intelligence (CITREx)

Feature Enriched Speech Emotion Recognition Using Mel Frequency Cepstral Coefficients

Authors: Akilandeswari, T., Aashritha, D., Athibathi Raja, J.S., Tanuja, A., Dhinisha, J.

Source: 2025 International Conference on Machine Learning and Autonomous Systems (ICMLAS) Machine Learning and Autonomous Systems (ICMLAS), 2025 International Conference on. :799-805 Mar, 2025

Relation: 2025 International Conference on Machine Learning and Autonomous Systems (ICMLAS)

The Overfitting Dilemma: Exploring Solutions for Robust Classification Performance

Authors: Singh, Raghvendra, Singh, Shruti, Geeta, Gupta, Saumya, Kaur, Palakpreet, Awasthi, Charu

Source: 2025 IEEE 14th International Conference on Communication Systems and Network Technologies (CSNT) Communication Systems and Network Technologies (CSNT), 2025 IEEE 14th International Conference on. :911-916 Mar, 2025

Relation: 2025 IEEE 14th International Conference on Communication Systems and Network Technologies (CSNT)

Accelerated MR image reconstruction using non convex regularized non-subsampled Contourlet transform and total variation based prior

Authors: Dhengre, Nikhil, Ranjan, Rakesh, Motdhare, Sagar

Source: 2025 IEEE 14th International Conference on Communication Systems and Network Technologies (CSNT) Communication Systems and Network Technologies (CSNT), 2025 IEEE 14th International Conference on. :499-503 Mar, 2025

Relation: 2025 IEEE 14th International Conference on Communication Systems and Network Technologies (CSNT)