Rodriguez-Serrano, Jose A. Prototype-based learning for real estate valuation: a machine learning model that explains prices. (English) Zbl 07983857 Ann. Oper. Res. 344, No. 1, 287-311 (2025). MSC: 68Txx 62Hxx 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Zhang, Haifei; Quost, Benjamin; Masson, Marie-Hélène Cautious classifier ensembles for set-valued decision-making. (English) Zbl 07983471 Int. J. Approx. Reasoning 177, Article ID 109328, 21 p. (2025). MSC: 68Txx 62Hxx 62Axx × Cite Format Result Cite Review PDF Full Text: DOI
Wang, Haoqing; Sun, Qinghe; Wang, Shuaian Data-driven models for optimizing second-hand ship trading strategies under contextual information. (English) Zbl 07983329 Nav. Res. Logist. 72, No. 2, 275-291 (2025). MSC: 91-XX × Cite Format Result Cite Review PDF Full Text: DOI
Strauß, Anika; Kneifl, Jonas; Tkachuk, Anton; Fehr, Jörg; Bischoff, Manfred Accelerated non-linear stability analysis based on predictions from data-based surrogate models. (English) Zbl 07982189 Int. J. Numer. Methods Eng. 126, No. 1, Article ID e7649, 21 p. (2025). MSC: 74-XX 65-XX × Cite Format Result Cite Review PDF Full Text: DOI
Chen, Sijing; Pan, Yutong; Lu, Chengda; Wang, Yawu; Wu, Min; Pedrycz, Witold Landslide spatial prediction based on cascade forest and stacking ensemble learning algorithm. (English) Zbl 07982132 Int. J. Syst. Sci., Princ. Appl. Syst. Integr. 56, No. 3, 658-670 (2025). MSC: 93-XX × Cite Format Result Cite Review PDF Full Text: DOI
Kong, Jingsen; Liu, Yiming; Yang, Guangren; Zhou, Wang Conformal prediction for robust deep nonparametric regression. (English) Zbl 07980225 Stat. Pap. 66, No. 1, Paper No. 10, 36 p. (2025). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Wang, Chang; He, Baihua; Zhao, Shishun; Sun, Jianguo; Zhang, Xinyu Survival tree averaging by functional martingale-based residuals. (English) Zbl 07979581 Commun. Stat., Theory Methods 54, No. 2, 297-323 (2025). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Zhu, Mengjia; Bemporad, Alberto Global and preference-based optimization with mixed variables using piecewise affine surrogates. (English) Zbl 07971587 J. Optim. Theory Appl. 204, No. 2, Paper No. 26, 39 p. (2025). MSC: 62K20 65K05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
González-Rodríguez, Brais; Alvite-Pazó, Raúl; Alvite-Pazó, Samuel; Ghaddar, Bissan; González-Díaz, Julio Polynomial optimization: tightening RLT-based branch-and-bound schemes with conic constraints. (English) Zbl 07965917 J. Optim. Theory Appl. 204, No. 1, Paper No. 12, 34 p. (2025). MSC: 90C23 90C22 90C26 90C30 × Cite Format Result Cite Review PDF Full Text: DOI
Gan, Feng; Liang, Wanfeng; Zou, Changliang Prediction de-correlated inference: a safe approach for post-prediction inference. (English) Zbl 07984441 Aust. N. Z. J. Stat. 66, No. 4, 417-440 (2024). MSC: 62Fxx 62-XX 68Txx × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Xu, Xingfu; Liu, Wei-han Forecasting the equity premium: can machine learning beat the historical average? (English) Zbl 07982138 Quant. Finance 24, No. 10, 1445-1461 (2024). MSC: 91Gxx × Cite Format Result Cite Review PDF Full Text: DOI
Quaye, George Ekow; Lee, Wen-Yee; Noriega Landa, Elizabeth; Badmos, Sabur; Holbrook, Kiana L.; Su, Xiaogang Urinary volatile organic compounds (VOCs) based prostate cancer diagnosis via high-dimensional classification. (English) Zbl 07982089 J. Appl. Stat. 51, No. 16, 3468-3485 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Power, Justine; Côté, Marie-Pier; Duchesne, Thierry A flexible hierarchical insurance claims model with gradient boosting and copulas. (English) Zbl 07982038 N. Am. Actuar. J. 28, No. 4, 772-800 (2024). MSC: 91-XX 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Josse, Julie; Chen, Jacob M.; Prost, Nicolas; Varoquaux, Gaël; Scornet, Erwan On the consistency of supervised learning with missing values. (English) Zbl 07980194 Stat. Pap. 65, No. 9, 5447-5479 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
D’Ecclesia, Rita; Levantesi, Susanna; Piscopo, Gabriella; Stefanelli, Kevyn The environmental score and the financial statement: a machine learning analysis for four European stock indexes. (English) Zbl 07979758 Corazza, Marco (ed.) et al., Mathematical and statistical methods for actuarial sciences and finance. Maf2024. Selected papers based on the presentations at the conference, Le Havre, France, April 4–6, 2024. Cham: Springer. 112-118 (2024). MSC: 91-XX 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Castellano, Rosella; Cini, Federico; Ferrari, Annalisa Machine learning for ESG rating classification: an integrated replicable model with financial and systemic risk parameters. (English) Zbl 07979754 Corazza, Marco (ed.) et al., Mathematical and statistical methods for actuarial sciences and finance. Maf2024. Selected papers based on the presentations at the conference, Le Havre, France, April 4–6, 2024. Cham: Springer. 87-92 (2024). MSC: 91-XX 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Lundborg, Anton Rask; Kim, Ilmun; Shah, Rajen D.; Samworth, Richard J. The projected covariance measure for assumption-lean variable significance testing. (English) Zbl 07976246 Ann. Stat. 52, No. 6, 2851-2878 (2024). MSC: 62G10 62G20 62H20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Bhattacharya, Sohom; Fan, Jianqing; Mukherjee, Debarghya Deep neural networks for nonparametric interaction models with diverging dimension. (English) Zbl 07976242 Ann. Stat. 52, No. 6, 2738-2766 (2024). MSC: 62G08 62M45 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Bunea, Florentina (ed.); Dalalyan, Arnak (ed.); Nowak, Robert (ed.); van de Geer, Sara (ed.) Statistics and learning theory in the era of artificial intelligence. Abstracts from the workshop held June 23–28, 2024. (English) Zbl 07975112 Oberwolfach Rep. 21, No. 2, 1677-1718 (2024). MSC: 68-06 62-06 00B05 00B25 68T07 × Cite Format Result Cite Review PDF Full Text: DOI
Chen, Yongzhao; Cheung, Ka Chun; Sun, Ross Zhengyao; Yam, Sheung Chi Phillip A user guide of CART and random forests with applications in FinTech and InsurTech. (English) Zbl 07973764 Jpn. J. Stat. Data Sci. 7, No. 2, 999-1038 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Frigau, Luca; Contu, Giulia; Ortu, Marco; Carta, Andrea Gauging Airbnb review sentiments and critical key-topics by small area estimation. (English) Zbl 07972533 Stat. Methods Appl. 33, No. 4, 1145-1170 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Chen, Jialin; Chen, Xinlei; Wang, Jian A novel binary data classification algorithm based on the modified reaction-diffusion predator-prey system with Holling-II function. (English) Zbl 07967436 Chaos 34, No. 10, Article ID 103111, 15 p. (2024). MSC: 37-XX 34-XX × Cite Format Result Cite Review PDF Full Text: DOI
Qin, Xu; Gao, Huiqun Nonparametric binary regression models with spherical predictors based on the random forests kernel. (English) Zbl 07965533 Comput. Stat. 39, No. 6, 3031-3048 (2024). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
Carrizosa, Emilio; Ramírez-Ayerbe, Jasone; Romero Morales, Dolores A new model for counterfactual analysis for functional data. (English) Zbl 07965430 Adv. Data Anal. Classif., ADAC 18, No. 4, 981-1000 (2024). MSC: 90C90 62H30 × Cite Format Result Cite Review PDF Full Text: DOI
Rapp, Michael; Fürnkranz, Johannes; Hüllermeier, Eyke On the efficient implementation of classification rule learning. (English) Zbl 07965426 Adv. Data Anal. Classif., ADAC 18, No. 4, 851-892 (2024). MSC: 68T09 × Cite Format Result Cite Review PDF Full Text: DOI
Cong, Kelong; Kang, Jiayi; Nicolas, Georgio; Park, Jeongeun Faster private decision tree evaluation for batched input from homomorphic encryption. (English) Zbl 07964915 Galdi, Clemente (ed.) et al., Security and cryptography for networks. 14th international conference, SCN 2024, Amalfi, Italy, September 11–13, 2024. Proceedings. Part II. Cham: Springer. Lect. Notes Comput. Sci. 14974, 3-23 (2024). MSC: 94A60 94A62 68T05 × Cite Format Result Cite Review PDF Full Text: DOI
Koç, Ali; Seçkiner, Serap Ulusam Analysing and forecasting the energy consumption of healthcare facilities in the short and medium term. A case study. (English) Zbl 07964578 Oper. Res. Decis. 34, No. 3, 165-192 (2024). MSC: 90Cxx × Cite Format Result Cite Review PDF Full Text: DOI
Asín-Achá, Roberto; Espinoza, Alexis; Goldschmidt, Olivier; Hochbaum, Dorit S.; Huerta, Isaías I. Selecting fast algorithms for the capacitated vehicle routing problem with machine learning techniques. (English) Zbl 07963648 Networks 84, No. 4, 465-480 (2024). MSC: 68-XX × Cite Format Result Cite Review PDF Full Text: DOI
Höcht, Stephan; Schoutens, Wim; Verschueren, Eva On the pricing of capped volatility swaps using machine learning techniques. (English) Zbl 07962491 Quant. Finance 24, No. 9, 1287-1300 (2024). MSC: 91Gxx × Cite Format Result Cite Review PDF Full Text: DOI
Wang, Yuhao; Shah, Rajen D. Debiased inverse propensity score weighting for estimation of average treatment effects with high-dimensional confounders. (English) Zbl 07961545 Ann. Stat. 52, No. 5, 1978-2003 (2024). MSC: 62D20 62E17 62F12 62J12 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Albu, Elena; Van Calster, Ben; Wynants, Laure The use of fast approximate random forests using subsampling (rfsrc.fast) does not support the conclusion on sample sizes needed for random survival forests. (English) Zbl 07961335 Stat. Med. 43, No. 24, 4778-4780 (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Rodrigues, Gabriela M.; Ortega, Edwin M. M.; Vila, Roberto; de Andrade Moral, Rafael A new regression model for the analysis of bimodal censored data: a comparison with random survival forest. (English) Zbl 07960042 Braz. J. Probab. Stat. 38, No. 3, 347-369 (2024). MSC: 62-XX 92-XX × Cite Format Result Cite Review PDF Full Text: DOI
Gnecco, Nicola; Terefe, Edossa Merga; Engelke, Sebastian Extremal random forests. (English) Zbl 07956510 J. Am. Stat. Assoc. 119, No. 548, 3059-3072 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Park, Chan; Chen, Guanhua; Yu, Menggang; Kang, Hyunseung Minimum resource threshold policy under partial interference. (English) Zbl 07956496 J. Am. Stat. Assoc. 119, No. 548, 2881-2894 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Behning, Charlotte; Bigerl, Alexander; Wright, Marvin N.; Sekula, Peggy; Berger, Moritz; Schmid, Matthias Random survival forests with competing events: a subdistribution-based imputation approach. (English) Zbl 07954760 Biom. J. 66, No. 6, Article ID e202400014, 11 p. (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Dokukin, A. A.; Kuznetsova, A. V.; Okulov, N. V.; Senko, O. V.; Chuchupal, V. Ya. Interpretability of learning in a signal processing system. (English) Zbl 07954390 J. Comput. Syst. Sci. Int. 63, No. 1, 118-131 (2024). MSC: 68T05 94A12 × Cite Format Result Cite Review PDF Full Text: DOI
Pagliarini, Giovanni; Scaboro, Simone; Serra, Giuseppe; Sciavicco, Guido; Stan, Ionel Eduard Neural-symbolic temporal decision trees for multivariate time series classification. (English) Zbl 07953358 Inf. Comput. 301, Article ID 105209, 22 p. (2024). MSC: 68Qxx × Cite Format Result Cite Review PDF Full Text: DOI
Zhang, Ling; Tan, Xuewen; Li, Jia; Yang, Fan Dynamic analysis and optimal control of leptospirosis based on Caputo fractional derivative. (English) Zbl 07952752 Netw. Heterog. Media 19, No. 3, 1262-1285 (2024). MSC: 92D30 34A08 49J15 × Cite Format Result Cite Review PDF Full Text: DOI
Chatterjee, Sourav A survey of some recent developments in measures of association. (English) Zbl 07951269 Athreya, Siva (ed.) et al., Probability and stochastic processes. A volume in honour of Rajeeva L. Karandikar. Singpore: Springer. Indian Stat. Inst. Ser., 109-128 (2024). MSC: 60Hxx 62H20 62H15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Jeong, Dahyun; Son, Hyelim; Choi, Yunjin; Kim, Keunwoo Enhancing social media post popularity prediction with visual content. (English) Zbl 07949360 J. Korean Stat. Soc. 53, No. 3, 844-882 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Bayá, Ariel E.; Larese, Mónica G. Clustering validation by distribution hypothesis learning. (English) Zbl 07949300 Stat. Comput. 34, No. 6, Paper No. 195, 24 p. (2024). MSC: 62-08 62H30 68T05 × Cite Format Result Cite Review PDF Full Text: DOI
Riccio, Donato; Maturo, Fabrizio; Romano, Elvira Supervised learning via ensembles of diverse functional representations: the functional voting classifier. (English) Zbl 07949296 Stat. Comput. 34, No. 6, Paper No. 191, 27 p. (2024). MSC: 62-08 62H30 62R10 68T05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Dai, Shuang; Wu, Ping; Yu, Zhou New forest-based approaches for sufficient dimension reduction. (English) Zbl 07949282 Stat. Comput. 34, No. 5, Paper No. 176, 28 p. (2024). MSC: 62-08 62G08 62H12 68T05 × Cite Format Result Cite Review PDF Full Text: DOI
Li, Yu-Shan; Guo, Chao-Yu Random logistic machine (RLM): transforming statistical models into machine learning approach. (English) Zbl 07947293 Commun. Stat., Theory Methods 53, No. 21, 7517-7525 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Shiraishi, Hiroshi; Nakamura, Tomoshige; Shibuki, Ryotato Time series quantile regression using random forests. (English) Zbl 07947027 J. Time Ser. Anal. 45, No. 4, 639-659 (2024). MSC: 62Mxx 62G08 62M05 62M10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Zhu, Xuehu; Zhao, Rongzhu; Zeng, Dan; Zhao, Qian; Zhang, Jun Dimension reduction-based adaptive-to-model semi-supervised classification. (English) Zbl 07946053 Stat. Pap. 65, No. 7, 4631-4675 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Janssens, Bram; Bogaert, Matthias; Bagué, Astrid; Van den Poel, Dirk B2Boost: instance-dependent profit-driven modelling of B2B churn. (English) Zbl 07944919 Ann. Oper. Res. 341, No. 1, 267-293 (2024). MSC: 91B42 × Cite Format Result Cite Review PDF Full Text: DOI
Goller, Daniel; Heiniger, Sandro A general framework to quantify the event importance in multi-event contests. (English) Zbl 07944912 Ann. Oper. Res. 341, No. 1, 71-93 (2024). MSC: 90B35 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Gomez, Javier; Alfaro, Cesar; Ortega, Felipe; Moguerza, Javier M.; Algar, Maria Jesus; Moreno, Raul Adapting support vector optimisation algorithms to textual gender classification. (English) Zbl 07941573 Top 32, No. 3, 463-488 (2024). MSC: 68T05 65K10 68T50 × Cite Format Result Cite Review PDF Full Text: DOI
Butts, Carter T. A return to biased nets: new specifications and approximate Bayesian inference. (English) Zbl 07940111 J. Math. Sociol. 48, No. 4, 479-507 (2024). MSC: 91D30 62F15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Ma, Linquan; Wang, Jixin; Chen, Han; Liu, Lan Semiparametrically efficient method for enveloped central space. (English) Zbl 07937806 J. Am. Stat. Assoc. 119, No. 547, 2166-2177 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Ročková, Veronika; Rousseau, Judith Ideal Bayesian spatial adaptation. (English) Zbl 07937799 J. Am. Stat. Assoc. 119, No. 547, 2078-2091 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Zhou, Zheng; Yang, Zebin; Zhang, Aijun; Zhou, Yongdao Efficient model-free subsampling method for massive data. (English) Zbl 07937333 Technometrics 66, No. 2, 240-252 (2024). MSC: 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI
Dunias, Zoë S.; Van Calster, Ben; Timmerman, Dirk; Boulesteix, Anne-Laure; van Smeden, Maarten A comparison of hyperparameter tuning procedures for clinical prediction models: a simulation study. (English) Zbl 1548.62315 Stat. Med. 43, No. 6, 1119-1134 (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Bulté, Matthieu; Sørensen, Helle Medoid splits for efficient random forests in metric spaces. (English) Zbl 1547.62008 Comput. Stat. Data Anal. 198, Article ID 107995, 16 p. (2024). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Bauer, Ida; Haupt, Harry; Linner, Stefan Pinball boosting of regression quantiles. (English) Zbl 1547.62005 Comput. Stat. Data Anal. 200, Article ID 108027, 12 p. (2024). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
Bottazzi Schenone, Mariaelena; Grimaccia, Elena; Vichi, Maurizio Structural equation models for simultaneous modeling of air pollutants. (English) Zbl 1548.62506 Environmetrics 35, No. 3, Article ID e2837, 22 p. (2024). MSC: 62P12 × Cite Format Result Cite Review PDF Full Text: DOI
Monterrubio-Gómez, Karla; Constantine-Cooke, Nathan; Vallejos, Catalina A. A review on statistical and machine learning competing risks methods. (English) Zbl 1547.62377 Biom. J. 66, No. 2, Article ID 2300060, 27 p. (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Hu, Liangyuan A new method for clustered survival data: estimation of treatment effect heterogeneity and variable selection. (English) Zbl 1547.62274 Biom. J. 66, No. 1, Article ID 2200178, 20 p. (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Graf, Ricarda; Zeldovich, Marina; Friedrich, Sarah Comparing linear discriminant analysis and supervised learning algorithms for binary classification – a method comparison study. (English) Zbl 1547.62244 Biom. J. 66, No. 1, Article ID 2200098, 20 p. (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Pawel, Samuel; Kook, Lucas; Reeve, Kelly Pitfalls and potentials in simulation studies: questionable research practices in comparative simulation studies allow for spurious claims of superiority of any method. (English) Zbl 1547.62405 Biom. J. 66, No. 1, Article ID 2200091, 19 p. (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Kamiński, Bogumił; Prałat, Paweł; Théberge, François; Zając, Sebastian Classification supported by community-aware node features. (English) Zbl 07928708 Cherifi, Hocine (ed.) et al., Complex networks & their applications XII. Proceedings of the twelfth international conference on complex networks and their applications: COMPLEX NETWORKS 2023. Volume 2. Cham: Springer. Stud. Comput. Intell. 1142, 133-145 (2024). MSC: 68-XX × Cite Format Result Cite Review PDF Full Text: DOI
Ran, Hao; Bai, Yang Partially fixed Bayesian additive regression trees. (English) Zbl 07927938 Stat. Theory Relat. Fields 8, No. 3, 232-242 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Filom, Khashayar; Miroshnikov, Alexey; Kotsiopoulos, Konstandinos; Kannan, Arjun Ravi On marginal feature attributions of tree-based models. (English) Zbl 07927551 Found. Data Sci. 6, No. 4, 395-467 (2024). MSC: 68T01 91A12 91A80 05A19 91A68 91A06 05C05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Isidoros, Iakovidis; Arcozzi, Nicola Improved convergence rates for some kernel random forest algorithms. (English) Zbl 07926335 Math. Eng. (Springfield) 6, No. 2, 305-338 (2024). MSC: 68-XX 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Suresh, Krithika; Görg, Carsten; Ghosh, Debashis Model-agnostic explanations for survival prediction models. (English) Zbl 1545.62585 Stat. Med. 43, No. 11, 2161-2182 (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Boyle, Joseph; Ward, Mary H.; Cerhan, James R.; Rothman, Nat; Wheeler, David C. Modeling variation in mixture effects over space with a Bayesian spatially varying mixture model. (English) Zbl 1545.62245 Stat. Med. 43, No. 7, 1441-1457 (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Yang, James J.; Piper, Megan E.; Indic, Premananda; Buu, Anne Statistical methods for predicting e-cigarette use events based on beat-to-beat interval (BBI) data collected from wearable devices. (English) Zbl 1545.62664 Stat. Med. 43, No. 17, 3227-3238 (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Dayimu, Alimu; Simidjievski, Nikola; Demiris, Nikolaos; Abraham, Jean Sample size determination for prediction models via learning-type curves. (English) Zbl 1546.62176 Stat. Med. 43, No. 16, 3062-3072 (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Yang, Bin; Guo, Xingche; Loh, Ji Meng; Wang, Qinxia; Wang, Yuanjia Learning optimal biomarker-guided treatment policy for chronic disorders. (English) Zbl 1546.62861 Stat. Med. 43, No. 14, 2765-2782 (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Sarkar, Shoumi; Anyaso-Samuel, Samuel; Qiu, Peihua; Datta, Somnath Multiblock partial least squares and rank aggregation: applications to detection of bacteriophages associated with antimicrobial resistance in the presence of potential confounding factors. (English) Zbl 1546.62650 Stat. Med. 43, No. 13, 2527-2546 (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Laabs, Björn-Hergen; Westenberger, Ana; König, Inke R. Identification of representative trees in random forests based on a new tree-based distance measure. (English) Zbl 07921716 Adv. Data Anal. Classif., ADAC 18, No. 2, 363-380 (2024). MSC: 68T20 68T30 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
Sancar, Nuriye; Bacar, Ayad An extensive simulation study for evaluation of penalized variable selection methods in logistic regression model with high dimensional data. (English) Zbl 07919590 Ashyralyev, Allaberen (ed.) et al., Analysis and applied mathematics. Extended abstracts of the 2022 joint seminar. Cham: Birkhäuser. Trends Math., Res. Perspect. Ghent Anal. PDE Cent. 6, 219-229 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Makhlouf, Karima; Arcolezi, Héber H.; Zhioua, Sami; Brahim, Ghassen Ben; Palamidessi, Catuscia On the impact of multi-dimensional local differential privacy on fairness. (English) Zbl 1545.68038 Data Min. Knowl. Discov. 38, No. 4, 2252-2275 (2024). MSC: 68P27 68T05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Middlehurst, Matthew; Schäfer, Patrick; Bagnall, Anthony Bake off redux: a review and experimental evaluation of recent time series classification algorithms. (English) Zbl 1545.62105 Data Min. Knowl. Discov. 38, No. 4, 1958-2031 (2024). MSC: 62-08 62H30 68T05 62M10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Olsen, Lars Henry Berge; Glad, Ingrid Kristine; Jullum, Martin; Aas, Kjersti A comparative study of methods for estimating model-agnostic Shapley value explanations. (English) Zbl 1545.68102 Data Min. Knowl. Discov. 38, No. 4, 1782-1829 (2024). MSC: 68T01 62G05 68T05 91A80 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Hornung, Roman; Ludwigs, Frederik; Hagenberg, Jonas; Boulesteix, Anne-Laure Prediction approaches for partly missing multi-omics covariate data: a literature review and an empirical comparison study. (English) Zbl 1545.62063 Wiley Interdiscip. Rev., WIREs Comput. Stat. 16, No. 1, Article ID e1626, 22 p. (2024). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Lacroix, Perrine; Martin, Marie-Laure Trade-off between predictive performance and FDR control for high-dimensional Gaussian model selection. (English) Zbl 07904146 Electron. J. Stat. 18, No. 2, 2886-2930 (2024). MSC: 62J05 62P99 62J07 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Guan, Ying; Fu, Guang-Hui Sparse feature selection and rare value prediction in imbalanced regression. (English) Zbl 07903570 Inf. Sci. 680, Article ID 121145, 22 p. (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Zhao, Zixuan; Yang, Yuehan Nonconvex fusion penalties for high-dimensional hierarchical categorical variables. (English) Zbl 07903568 Inf. Sci. 680, Article ID 121143, 19 p. (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Ballinari, Daniele Calibrating doubly-robust estimators with unbalanced treatment assignment. (English) Zbl 07903217 Econ. Lett. 241, Article ID 111838, 8 p. (2024). MSC: 62-XX 68-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Grivol, Gustavo; Izbicki, Rafael; Okuno, Alex A.; Stern, Rafael B. Flexible conditional density estimation for time series. (English) Zbl 07902522 Braz. J. Probab. Stat. 38, No. 2, 215-231 (2024). MSC: 62-XX 68-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Aldinucci, Tommaso; Lapucci, Matteo Loss-optimal classification trees: a generalized framework and the logistic case. (English) Zbl 07901484 Top 32, No. 2, 323-350 (2024). MSC: 90C11 90C26 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Gerharz, Alexander; Groll, Andreas; Schauberger, Gunther Deducing neighborhoods of classes from a fitted model. (English) Zbl 07898507 AStA, Adv. Stat. Anal. 108, No. 2, 395-425 (2024); correction ibid. 108, No. 4, 915 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Blesch, Kristin; Watson, David S.; Wright, Marvin N. Conditional feature importance for mixed data. (English) Zbl 07898502 AStA, Adv. Stat. Anal. 108, No. 2, 259-278 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Nyawa, Serge; Tchuente, Dieudonné; Fosso-Wamba, Samuel COVID-19 vaccine hesitancy: a social media analysis using deep learning. (English) Zbl 07898262 Ann. Oper. Res. 339, No. 1-2, 477-515 (2024). MSC: 68Txx 90Bxx 91Dxx × Cite Format Result Cite Review PDF Full Text: DOI
Zhao, Wenhui; Li, Tong; Xu, Danyang; Wang, Zhaohua A global forecasting method of heterogeneous household short-term load based on pre-trained autoencoder and deep-LSTM model. (English) Zbl 07898253 Ann. Oper. Res. 339, No. 1-2, 227-259 (2024). MSC: 62Mxx 68Txx 91Bxx × Cite Format Result Cite Review PDF Full Text: DOI
Grina, Fares; Elouedi, Zied; Lefevre, Eric Evidential generative adversarial networks for handling imbalanced learning. (English) Zbl 07897230 Bouraoui, Zied (ed.) et al., Symbolic and quantitative approaches to reasoning with uncertainty. 17th European conference, ECSQARU 2023, Arras, France, September 19–22, 2023. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 14294, 257-269 (2024). MSC: 68T37 × Cite Format Result Cite Review PDF Full Text: DOI HAL
Zhang, Haifei; Quost, Benjamin; Masson, Marie-Hélène Cautious decision-making for tree ensembles. (English) Zbl 07897211 Bouraoui, Zied (ed.) et al., Symbolic and quantitative approaches to reasoning with uncertainty. 17th European conference, ECSQARU 2023, Arras, France, September 19–22, 2023. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 14294, 3-14 (2024). MSC: 68T37 × Cite Format Result Cite Review PDF Full Text: DOI
Hawinkel, Stijn; Waegeman, Willem; Maere, Steven Out-of-sample \(R^2\): estimation and inference. (English) Zbl 07894982 Am. Stat. 78, No. 1, 15-25 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Thananjayan, Pugazhenthi; Natarajan, Sundararajan; Ooi, Ean Tat; Ramu, Palaniappan Scaled boundary finite element based two-level learning approach for structural flaw identification. (English) Zbl 07892978 Eng. Anal. Bound. Elem. 166, Article ID 105855, 24 p. (2024). MSC: 74S05 74R10 65N30 74G75 68T05 × Cite Format Result Cite Review PDF Full Text: DOI
D’Amato, Valeria; D’Ecclesia, Rita; Levantesi, Susanna Firms’ profitability and ESG score: a machine learning approach. (English) Zbl 07889697 Appl. Stoch. Models Bus. Ind. 40, No. 2, 243-261 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Golini, Natalia; Righi, Paolo Integrating probability and big non-probability samples data to produce official statistics. (English) Zbl 07888856 Stat. Methods Appl. 33, No. 2, 555-580 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Feng, Changchun; Chen, Lin Quantifying quantum entanglement via machine learning models. (English) Zbl 1544.81012 Commun. Theor. Phys. 76, No. 7, Article ID 075104, 5 p. (2024). MSC: 81P15 81P68 81P40 81P45 × Cite Format Result Cite Review PDF Full Text: DOI
Gallego, Víctor; Naveiro, Roi; Redondo, Alberto; Ríos Insua, David; Ruggeri, Fabrizio Protecting classifiers from attacks. (English) Zbl 07887305 Stat. Sci. 39, No. 3, 449-468 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI Link
Luo, Chuji; Daniels, Michael J. Variable selection using Bayesian additive regression trees. (English) Zbl 07886119 Stat. Sci. 39, No. 2, 286-304 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Bich Khue Vo; Hung Son Nguyen An attribute ranking method based on rough sets and interval-valued fuzzy sets. (English) Zbl 07885905 Int. J. Approx. Reasoning 170, Article ID 109215, 22 p. (2024). MSC: 68T37 × Cite Format Result Cite Review PDF Full Text: DOI
Yang, Hongyu; Wang, Youwei; Zhang, Liang; Hu, Ze; Jiang, Laiwei; Cheng, Xiang An Android malware detection method using better API contextual information. (English) Zbl 07883554 Ge, Chunpeng (ed.) et al., Information security and cryptology. 19th international conference, Inscrypt 2023, Hangzhou, China, December 9–10, 2023. Revised selected papers. Part II. Singapore: Springer. Lect. Notes Comput. Sci. 14527, 24-36 (2024). MSC: 68Nxx 68Txx 94A60 × Cite Format Result Cite Review PDF Full Text: DOI
Jocteur, Bérénice-Alexia; Maume-Deschamps, Véronique; Ribereau, Pierre Heterogeneous treatment effect-based random forest: HTERF. (English) Zbl 1543.62098 Comput. Stat. Data Anal. 196, Article ID 107970, 22 p. (2024). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI HAL
Sobrie, Léon; Verschelde, Marijn; Roets, Bart Explainable real-time predictive analytics on employee workload in digital railway control rooms. (English) Zbl 07881399 Eur. J. Oper. Res. 317, No. 2, 437-448 (2024). MSC: 90Bxx × Cite Format Result Cite Review PDF Full Text: DOI