Search Results - "Data transformations (Statistics)"

Evaluating the Influence of Pseudo Tree Crown (PTC) Input Alternatives for Machine Learning and Deep Learning Models on Individual Tree Classification Performance.

Authors: Yan, Tong Zhang, Kongwen Cheng, Wuxue et al.

Source: Remote Sensing. Jun2026, Vol. 18 Issue 11, p1848. 24p.

Subjects: Machine learning, Data transformations (Statistics), Deep learning, Crowns (Botany), Random forest algorithms, Principal components analysis

For Accurate yet Lightweight Road Defect Detection: An Efficient Architecture and a Task-Aligned Training Strategy.

Authors: Zhao, Jinchi Yu, Yang Hui, Yinglun et al.

Source: Engineering Letters. May2026, Vol. 34 Issue 5, p2054-2063. 10p.

Subjects: Detection algorithms, Data transformations (Statistics), Intelligent transportation systems, Object recognition (Computer vision)

A PROBABILISTIC TWO-REGIME GOVERNING MODEL FOR PREDICTING INFLOW SUSPENDED SEDIMENT CONCENTRATION IN DAM RESERVOIRS.

Authors: ACHOUR, B. AMARA, L. MEHTA, D.

Source: Larhyss Journal; Jun2026, Issue 66, p31-75, 45p

Evaluating the Impact of Data Normalization on Probability Distributions.

Authors: Mand, Mannat Singh, Birmohan Kukreja, Vijay Kumar

Source: Applied Sciences (2076-3417); Jun2026, Vol. 16 Issue 11, p5603, 38p

Structural Characterization and Inference for an Odds-Scale Lomax Model with Applications to Unit-Interval Data.

Authors: Almuhayfith, Fatimah E. Salinas, Hugo S. Bakouch, Hassan S. et al.

Source: Mathematics (2227-7390). Jun2026, Vol. 14 Issue 11, p1960. 31p.

A Fusion-Based Approach for Classifying Imbalanced Medical Datasets Using Meta-Learning and Zero-Shot Inference.

Authors: Padmanjani, Darapureddy Suresh, Kopparthi

Source: Journal of Computational Analysis & Applications; 2026, Vol. 35 Issue 5, p333-346, 14p

High-to-Low Spectral Mapping for Cross-System Feature Adaptation in Medical Hyperspectral Imaging.

Authors: Santana-Nunez, Javier Verbers, Max Vega, Carlos et al.

Source: Bioengineering (Basel). May2026, Vol. 13 Issue 5, p549. 27p.

Rank-Poisson Transformation for Use with Count Data in Poisson Regression.

Authors: Wright, Daniel B. Stafford, Sage N.

Source: AppliedMath. May2026, Vol. 6 Issue 5, p81. 10p.

Understanding non-normality in business, finance, and accounting research.

Authors: Templeton, Gary F. Brian Blank, D.

Source: Review of Quantitative Finance & Accounting. Feb2026, Vol. 66 Issue 2, p693-729. 37p.

Using Negative Power Transformation to Model Block Minima.

Authors: Prahadchai, Thanawan Busababodhin, Piyapatr Kwon, Taeyong et al.

Source: Mathematics (2227-7390). Apr2026, Vol. 14 Issue 8, p1383. 21p.

Optimizing Data Preprocessing and Hyperparameter Tuning for Soil Organic Carbon Content Prediction Using Large Language Models: A Case Study of the Black Soil and Windblown Sandy Soil Regions in Northeast China.

Authors: Cui, Hao Chang, Xianmin Gang, Shuang

Source: Applied Sciences (2076-3417); Apr2026, Vol. 16 Issue 7, p3349, 20p

A Secure and Privacy-Preserving IoT Cybersecurity Framework Using Feature Selection and Ensemble Deep Learning for Smart City Applications.

Authors: Alzanin, Samah Alonazi, Mohammed

Source: Engineering, Technology & Applied Science Research; Apr2026, Vol. 16 Issue 2, p33485-33491, 7p

Ensemble Machine Learning for Reliable Water Potability Prediction with Optimized Physicochemical Feature Engineering.

Authors: Rohit Srivastava Keshav Sinha Dheeraj Samanta et al.

Source: Engineering, Technology & Applied Science Research; Apr2026, Vol. 16 Issue 2, p33647-33659, 13p

基于对数比转换的地统计插值与随机森林耦合的土壤 颗粒组分空间建模.

Alternate Title: Spatial modeling of soil particle size distribution based on log-ratio transformation and random forest optimization.

Authors: 刘水清 刘宇轩 尚松浩

Source: Transactions of the Chinese Society of Agricultural Engineering. Apr2026, Vol. 42 Issue 7, p98-106. 9p.

Does All or Nothing Always Work Best? In Search of Advantageous Representation of Attributes.

Authors: Stańczyk, Urszula Baron, Grzegorz

Source: Applied Sciences (2076-3417); Mar2026, Vol. 16 Issue 6, p2679, 25p

A conceptual framework for revealing rare bacterial species in the gut microbiome through guided data transformation: Beyond enterotypes.

Authors: Martin, David Houedry, Pierre Derbré, Frederic et al.

Source: Methods in Ecology & Evolution. Mar2026, Vol. 17 Issue 3, p821-836. 16p.

A Moment-Targeting Normality Transformation Based on Simultaneous Optimization of Tukey g–h Distribution Parameters.

Authors: Cebeci, Zeynel Ceritoglu, Figen Celik Guney, Melis et al.

Source: Symmetry (20738994). Mar2026, Vol. 18 Issue 3, p458. 44p.

Adversarial Attack Detection in Federated Learning Using Quantum Recurrent Neural Network.

Authors: R., Venkat M., Prakash Immanuel, Rajeswari Rajesh et al.

Source: Applied Computational Intelligence & Soft Computing; 2/27/2026, Vol. 2026, p1-19, 19p

基于数据预处理的小样本开关磁阻电机智能方法建模. (Chinese)

Authors: 赵燕 朱景伟 任萍

Source: Electric Machines & Control / Dianji Yu Kongzhi Xuebao; Feb2026, Issue 2, p85-95, 11p

Enhancing Forecast Accuracy: The Impact of Data Transformation in Time Series Models.

Alternate Title: Poprawa trafności prognoz: rola transformacji danych w modelach szeregów czasowych.

Authors: Dudek, Andrzej¹ andrzej.dudek@ue.wroc.pl

Source: Econometrics / Ekonometria. 2025, Vol. 29 Issue 4, p33-40. 8p.