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Academic Articles & Research Papers
Showing 20 of 529 academic articles
Donald F. Specht • IEEE Transactions on Neural Networks
(1991)
A memory-based network that provides estimates of continuous variables and converges to the underlying (linear or nonlinear) regression surface is described. The general regression neural network (GRNN) is a one-pass learning algorithm with...
OPENALEX
DOI: https://doi.org/10.1109/72.97934
Stephan Rasp, Sebastian Lerch • Monthly Weather Review
(2018)
Abstract Ensemble weather predictions require statistical postprocessing of systematic errors to obtain reliable and accurate probabilistic forecasts. Traditionally, this is accomplished with distributional regression models in which the pa...
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other-oa
DOI: https://doi.org/10.1175/mwr-d-18-0187.1
Mike Schuster, Kuldip K. Paliwal • IEEE Transactions on Signal Processing
(1997)
In the first part of this paper, a regular recurrent neural network (RNN) is extended to a bidirectional recurrent neural network (BRNN). The BRNN can be trained without the limitation of using input information just up to a preset future f...
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DOI: https://doi.org/10.1109/78.650093
Bing Cheng, D. Michael Titterington • Statistical Science
(1994)
This paper informs a statistical readership about Artificial Neural Networks (ANNs), points out some of the links with statistical methodology and encourages cross-disciplinary research in the directions most likely to bear fruit. The areas...
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Open Access
DOI: https://doi.org/10.1214/ss/1177010638
Brad Warner, Manavendra Misra • The American Statistician
(1996)
Neural networks have received a great deal of attention over the last few years. They are being used in the areas of prediction and classification, areas where regression models and other related statistical techniques have traditionally be...
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DOI: https://doi.org/10.1080/00031305.1996.10473554
Paul Refenes • Wiley eBooks
(1995)
PART ONE: NEURAL NETWORKS: Introduction Design Considerations Methods for Optimal Network Design Data Modelling Considerations Testing Strategies and Metrics PART TWO: EQUITY APPLICATIONS: Modelling Stock Returns in the Framework of APT: A ...
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Qihang Liu, Li Pan, Huijing He, Yaoda Hu et al. • Ecotoxicology and Environmental Safety
(2024)
Background: Studies about the combined effects of gaseous air pollutants and particulate matters are still rare. Objectives: This study was performed based on baseline survey of the Diverse Life-Course Cohort in the Beijing-Tianjin-Hebei (B...
DOAJ
Open Access (DOAJ)
DOI: 10.1016/j.ecoenv.2024.116987
Michael J. Smithson • SAGE Publications Ltd eBooks
(2000)
Uncertainty and Psychological Research Variables and Measurement Exploring, Describing, Displaying and Summarizing Research Design and Probability Sampling Distributions and Confidence Intervals Statistical Models and Significance Tests Pre...
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DOI: https://doi.org/10.4135/9781446218525
Hewei Peng, Junchao Zhang, Xianhua Huang, Miao Xu et al. • Lipids in Health and Disease
(2023)
Abstract Background Nonalcoholic fatty liver disease (NAFLD), a common liver disease worldwide, can be reversed early in life with lifestyle and medical interventions. This study aimed to develop a noninvasive tool to screen NAFLD accuratel...
DOAJ
Open Access (DOAJ)
DOI: 10.1186/s12944-023-01808-0
Mohammad Ridwan, Jeremy Ko, Afsana Akther, S. Arafat Ayon et al. • Discover Sustainability
(2026)
Abstract This study examines the relationship between renewable energy use, industrialization, governance effectiveness, population growth, and technological innovation, and sovereign environmental, social, and governance (ESG) performance,...
DOAJ
Open Access (DOAJ)
DOI: 10.1007/s43621-026-04105-9
Hashim Hussain, Shailendra Mishra, Reem Alshenaifi • PLoS ONE
(2026)
Healthcare IoT systems increasingly rely on interconnected, resource-constrained devices that are vulnerable to both classical and emerging quantum-enabled cyber threats, but introduced heightened cybersecurity risks, particularly from emer...
DOAJ
Open Access (DOAJ)
DOI: 10.1371/journal.pone.0348600
Kamal Hossain Nahin, Jamal Hossain Nirob, Akil Ahmad Taki, Md Ashraful Haque et al. • Scientific Reports
(2025)
Abstract This paper introduces the design and exploration of a compact, high-performance multiple-input multiple-output (MIMO) antenna for 6G applications operating in the terahertz (THz) frequency range. Leveraging a meta learner-based sta...
DOAJ
Open Access (DOAJ)
DOI: 10.1038/s41598-025-88174-2
John M. Maris, Katherine K. Matthay • Journal of Clinical Oncology
(1999)
UNLABELLED: PURPOSE AND RESULTS: Neuroblastoma, the most common solid extracranial neoplasm in children, is remarkable for its clinical heterogeneity. Complex patterns of genetic abnormalities interact to determine the clinical phenotype. T...
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DOI: https://doi.org/10.1200/jco.1999.17.7.2264
Loujain Sharif, Khalid Almutairi, Ibrahim Alnasser, Zalikha Attar et al. • BMC Palliative Care
(2025)
Abstract Background Nurses often face significant emotional distress and grief when dealing with patient deaths, especially in acute hospital settings. Despite extensive literature offering guidance on nursing practices for providing optima...
DOAJ
Open Access (DOAJ)
DOI: 10.1186/s12904-025-01790-7
Akhilesh M Wodeyar, Sherin James, Benjamin B. Kasten, Nicolaus D. Knight et al. • Scientific Reports
(2026)
Abstract Achieving negative surgical margins remains a critical determinant of local recurrence and survival in head and neck cancer (HNC) surgery. Current intraoperative margin assessment techniques, including frozen section analysis, suff...
DOAJ
Open Access (DOAJ)
DOI: 10.1038/s41598-026-56078-4
Rehanguli Maimaitituerxun, Wenhang Chen, Jingsha Xiang, Atipatsa C. Kaminga et al. • BMC Psychiatry
(2023)
Abstract Background Depression and diabetes are major health challenges, with heavy economic social burden, and comorbid depression in diabetes could lead to a wide range of poor health outcomes. Although many descriptive studies have highl...
DOAJ
Open Access (DOAJ)
DOI: 10.1186/s12888-023-04657-4
Amanda D Tran, Alice E White, Michelle R Torok, Rachel H Jervis et al. • JMIR Formative Research
(2024)
BackgroundSequential mixed-mode surveys using both web-based surveys and telephone interviews are increasingly being used in observational studies and have been shown to have many benefits; however, the application of this survey design has...
DOAJ
Open Access (DOAJ)
DOI: 10.2196/56218
• Choice Reviews Online
(2009)
Part I. Yippee! I'm in Statistics Chapter 1. Statistics or Sadistics?: It's Up to You Part II. Sigma Freud and Descriptive Statistics Chapter 2. Computing and Understanding Averages: Means to an End Chapter 3. Vive la Difference: Understand...
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DOI: https://doi.org/10.5860/choice.46-6862
Ummay Nayeema Islam, Kanchan Kumar Sen, Wasimul Bari • BMC Public Health
(2022)
Abstract Background Although Bangladesh has an impressive track record in the reduction of maternal and child mortality, tetanus, a dreadful disease, impedes the way to achieve Sustainable Development Goal (SDG) in this respect. Sufficient ...
DOAJ
Open Access (DOAJ)
DOI: 10.1186/s12889-022-13448-7
Sonal Kothari, Ajay Bhambal, Vrinda Saxena, Garima Bhambhani et al. • Journal of Indian Association of Public Health Dentistry
(2016)
Introduction: Oral health of the mentally retarded (MR) has received scant attention in the literature compared with the normal child even though they are much sufferer. Aim: To assess the impact of various sociodemographic factors on oral ...
DOAJ
Open Access (DOAJ)
DOI: 10.4103/2319-5932.178718