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Statistics articles within Scientific Reports

Article 05 December 2024 | Open Access

The analysis of generative adversarial network in sports education based on deep learning

  • Eerdenisuyila Eerdenisuyila
  • , Hongming Li
  •  &  Wei Chen

Article 04 December 2024 | Open Access

One size does not fit all in evaluating model selection scores for image classification

  • Nermeen Abou Baker
  •  &  Uwe Handmann

Article 02 December 2024 | Open Access

The analysis of rural tourism image optimization under the internet of things and deep learning

  • Xinghua Wang

Enhanced forecasting of rice price and production in Malaysia using novel multivariate fuzzy time series models

  • Muhammad Bilal
  • , Masad A. Alrasheedi
  •  &  Reza Rezaiy

Study on the travelers’ P&R usage behavior during snowfall in the corridor valley pattern city

  • , Mengxing Fan
  •  &  Xiangdong Zheng

Article 30 November 2024 | Open Access

Evaluation of the advanced air mobility potential for organ transplantation in Austria and Germany

  • Robin Karpstein
  • , Jakob Brolli
  •  &  Peter Biberthaler

Machine learning analysis of the effects of COVID-19 on migration patterns

  • Farzona Mukhamedova
  •  &  Ivan Tyukin

Reactions of a high explosive under low intensity impact with adjustable amplitude and duration

  • Wujiang Ying
  • , Zhuoheng Li
  •  &  Xiangrong Zhang

Article 28 November 2024 | Open Access

The optimization path of agricultural industry structure and intelligent transformation by deep learning

  • Xingchen Pan
  •  &  Jinyu Chen

Measuring network dynamics of opioid overdose deaths in the United States

  • Kushagra Tiwari
  • , M. Amin Rahimian
  •  &  Jeanine M. Buchanich

Article 26 November 2024 | Open Access

Assessing core competencies of business English students in Chinese higher vocational colleges

  • Liping Jiang
  •  &  Yuping Qu

Audio-visual aesthetic teaching methods in college students’ vocal music teaching by deep learning

  • Jiayao Zheng
  • , Yiyao Zhang
  •  &  Shanshan Zhang

Article 22 November 2024 | Open Access

On Bayesian estimation of a latent trait model defined by a rank-based likelihood

  • Daniel Biftu Bekalo
  • , Anthony Kibira Wanjoya
  •  &  Samuel Musili Mwalili

Article 21 November 2024 | Open Access

The diagnostic value of MRI segmentation technique for shoulder joint injuries based on deep learning

  • , Md Gapar Md Johar
  •  &  Mohammed Hazim Alkawaz

Performance prediction of sintered NdFeB magnet using multi-head attention regression models

  • Qichao Liang
  •  &  Tao Qi

Article 19 November 2024 | Open Access

Application of social media communication for museum based on the deep mediatization and artificial intelligence

  • Hongkai Wang
  • , Chao Song
  •  &  Hongming Li

Analysis and prediction of infectious diseases based on spatial visualization and machine learning

  • Yunyun Cheng
  • , Yanping Bai
  •  &  Rong Cheng

Article 18 November 2024 | Open Access

Revisiting factors influencing consumer travel for purchasing goods and experiencing services in Shanghai, China

  •  &  Xinyi Niu

Article 16 November 2024 | Open Access

A clustering-based survival comparison procedure designed to study the Caenorhabditis elegans model

  • Paul-Marie Grollemund
  • , Cyril Poupet
  •  &  Stéphanie Bornes

Article 15 November 2024 | Open Access

Persistence diagrams for exploring the shape variability of abdominal aortic aneurysms

  • Dario Arnaldo Domanin
  • , Matteo Pegoraro
  •  &  Piercesare Secchi

Improved estimation of the effective reproduction number with heterogeneous transmission rates and reporting delays

  • Xin-Jian Xu
  • , Song-Jie He
  •  &  Li-Jie Zhang

Mid-career pitfall of consecutive success in science

  • Noriyuki Higashide
  • , Takahiro Miura
  •  &  Ichiro Sakata

Article 14 November 2024 | Open Access

Increasing extreme hourly precipitation risk for New York City after Hurricane Ida

  • Carolien Mossel
  • , Spencer A. Hill
  •  &  Naresh Devineni

Article 13 November 2024 | Open Access

Characterization of entropy measures with connection number based indices of boric acid hydrogen-bonded 2D lattice sheets

  • Nasreen Almohanna
  • , Ali N. A. Koam
  •  &  Muhammad Azeem

Article 12 November 2024 | Open Access

Enhancing topological index of calcium chloride network through feature selection methods exploration

  • , Shabbir Ahmad
  •  &  Brima Gegbe

Article 06 November 2024 | Open Access

Artificial intelligence-assisted magnetic resonance imaging technology in the differential diagnosis and prognosis prediction of endometrial cancer

Article 05 November 2024 | Open Access

A note on potential gains in precision of radiation risk estimates from joint analysis

  • Richard Sposto
  • , Munechika Misumi
  •  &  John Cologne

Federated learning with differential privacy via fast Fourier transform for tighter-efficient combining

  • Shengnan Guo
  • , Jianfeng Yang
  •  &  Guangyuan Liu

Article 04 November 2024 | Open Access

Semantic-guided attention and adaptive gating for document-level relation extraction

  • Xiaoyao Ding
  • , Shaopeng Duan
  •  &  Zheng Zhang

Variance estimation using memory type estimators based on EWMA statistic for time scaled surveys in stratified sampling

  • Muhammad Umair Tariq
  • , Muhammad Nouman Qureshi
  •  &  Muhammad Hanif

Article 03 November 2024 | Open Access

The emotional effect of terrorism

  • Vincenzo Bove
  • , Georgios Efthyvoulou
  •  &  Harry Pickard

Article 02 November 2024 | Open Access

Decoding viewer emotions in video ads

  • Alexey Antonov
  • , Shravan Sampath Kumar
  •  &  Giovanni Montana

Article 01 November 2024 | Open Access

Explainable machine learning by SEE-Net: closing the gap between interpretable models and DNNs

  • Beomseok Seo
  •  &  Jia Li

Article 31 October 2024 | Open Access

Circular rubber aggregate CFST stub columns under axial compression: prediction and reliability analysis

  • Khaled Megahed
  • , Nabil Said Mahmoud
  •  &  Saad Elden Mostafa Abd-Rabou

Article 29 October 2024 | Open Access

A novel energy efficient QoS secure routing algorithm for WSNs

  • Hongmei Fei
  • , Dingyi Jia
  •  &  Jie Zhou

Article 28 October 2024 | Open Access

A large-scale retrospective study in China explores risk factors for disease severity in plaque psoriasis

  • Huiwei Wang
  • , Jialiang Shi
  •  &  Xiaoming Liu

Optimal class of memory type imputation methods for time-based surveys using EWMA statistics

  • Anoop Kumar
  • , Shashi Bhushan
  •  &  Abdullah Mohammed Alomair

Machine learning to improve the understanding of rabies epidemiology in low surveillance settings

  • Ravikiran Keshavamurthy
  • , Cassandra Boutelle
  •  &  Ryan M. Wallace

Article 27 October 2024 | Open Access

Enhanced GRU-based regression analysis via a diverse strategies whale optimization algorithm

  • ZeSheng Lin

Article 25 October 2024 | Open Access

On the efficiency of paired ranked set sampling for estimating the population mean in the presence of non-response

  • Syed Abdul Rehman
  • , Laila A. Al-Essa
  •  &  Zaheen Khan

Article 24 October 2024 | Open Access

Mechanism analysis of the impact of regional digital transformation on the employment quality in the perspective of labor force structure

  • , Hanfang Li
  •  &  Youxi Luo

Enhancing transparency and fairness in automated credit decisions: an explainable novel hybrid machine learning approach

  • Chioma Ngozi Nwafor
  • , Obumneme Nwafor
  •  &  Sanjukta Brahma

Multiple imputation integrated to machine learning: predicting post-stroke recovery of ambulation after intensive inpatient rehabilitation

  • Alice Finocchi
  • , Silvia Campagnini
  •  &  Francesca Cecchi

Article 23 October 2024 | Open Access

CRITID: enhancing CRITIC with advanced independence testing for robust multi-criteria decision-making

  • Qiang Zhang
  • , Jiahui Fan
  •  &  Chaobang Gao

STM-based symbolic regression for strength prediction of RC deep beams and corbels

Article 22 October 2024 | Open Access

Imbalanced graph learning via mixed entropy minimization

  • , Huaguang Zhu
  •  &  Jiali Chen

Modeling tuberculosis transmission dynamics in Kazakhstan using SARIMA and SIR models

  • Aigerim Kalizhanova
  • , Sauran Yerdessov
  •  &  Ardak Kashkynbayev

Article 21 October 2024 | Open Access

Reducing uncertainties of climate projections on solar energy resources in Brazil

  • Francisco José Lopes de Lima
  • , André Rodrigues Gonçalves
  •  &  Fernando Ramos Martins

Bayesian control chart using variable sample size with engineering applications

  • , Atif M. Alamri
  •  &  Saddam Hussain

Article 20 October 2024 | Open Access

Estimating dynamics of dengue disease in Colombo district of Sri Lanka with environmental impact by quantifying the per-capita vector density

  • Piyumi Chathurangika
  • , S. S. N. Perera
  •  &  S. A. Kushani De Silva

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