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检索条件"主题词=Generalized Additive Model"
971 条 记 录,以下是111-120 订阅
排序:
Estimating rates of change to interpret quantitative wastewater surveillance of disease trends
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SCIENCE OF THE TOTAL ENVIRONMENT 2024年 951卷 175687页
作者: Holcomb, David A. Christensen, Ariel Hoffman, Kelly Lee, Allison Blackwood, A. Denene Clerkin, Thomas Gallard-Gongora, Javier Harris, Angela Kotlarz, Nadine Mitasova, Helena Reckling, Stacie de los Reyes III, Francis L. Stewart, Jill R. Guidry, Virginia T. Noble, Rachel T. Serre, Marc L. Garcia, Tanya P. Engel, Lawrence S. Univ North Carolina Chapel Hill Gillings Sch Global Publ Hlth Dept Epidemiol Chapel Hill NC USA Univ North Carolina Chapel Hill Gillings Sch Global Publ Hlth Dept Environm Sci & Engn Chapel Hill NC USA North Carolina Dept Hlth & Human Serv Div Publ Hlth Occupat & Environm Epidemiol Branch Raleigh NC USA Univ North Carolina Chapel Hill Inst Marine Sci Dept Earth Marine & Environm Sci Morehead City NC USA North Carolina State Univ Dept Civil Construct & Environm Engn Raleigh NC USA North Carolina State Univ Dept Biol Sci Raleigh NC USA North Carolina State Univ Ctr Geospatial Analyt Raleigh NC USA North Carolina State Univ Dept Marine Earth & Atmospher Sci Raleigh NC USA Univ North Carolina Chapel Hill Gillings Sch Global Publ Hlth Dept Biostat Chapel Hill NC USA
Background: Wastewater monitoring data can be used to estimate disease trends to inform public health responses. One commonly estimated metric is the rate of change in pathogen quantity, which typically correlates wit... 详细信息
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Differentially private and explainable boosting machine with enhanced utility
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NEUROCOMPUTING 2024年 607卷
作者: Baek, Incheol Chung, Yon Dohn Korea Univ Dept Comp Sci & Engn Seoul 02481 South Korea
In this paper, we introduce DP-EBM*, an enhanced utility version of the Differentially Private ExplainableBoosting Machine (DP-EBM). DP-EBM* offers predictions for both classification and regression tasks, providingin... 详细信息
来源: 评论
A Flexible Approach to Age Dependence in Organizational Mortality: Comparing the Life Duration for Cooperative and Non-Cooperative Enterprises Using a Bayesian generalized additive Discrete Time Survival model
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JOURNAL OF QUANTITATIVE ECONOMICS 2019年 第4期17卷 829-855页
作者: Rousseliere, Damien INRA AGROCAMPUS OUEST SMART LERECO F-49045 Angers France
This paper proposes a new estimation model to capture the complex effect of age on organization survival. Testing various theoretical propositions on organizational mortality, we study the survival of French agricultu... 详细信息
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Rescue intracytoplasmic sperm injection improved cumulative live birth rate for cycles with second polar body extrusion rate <50% in young women: generalized addictive model
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FERTILITY AND STERILITY 2025年 第3期123卷 415-427页
作者: Chen, Xiaolei Wang, Yanan Yang, Chaoyan Li, Cheng Yin, Changjian Zhao, Maoning Wu, Keliang Zho, Han Shandong Univ Inst Women Children & Reprod Hlth Jinan 250012 Shandong Peoples R China Shandong Univ State Key Lab Reprod Med & Offspring Hlth Jinan Shandong Peoples R China Shandong Univ Natl Res Ctr Assisted Reprod Technol & Reprod Gene Jinan Shandong Peoples R China Shandong Univ Minist Educ Key Lab Reprod Endocrinol Jinan Shandong Peoples R China Shandong Technol Innovat Ctr Reprod Hlth Jinan Shandong Peoples R China Shandong Prov Clin Res Ctr Reprod Hlth Jinan Shandong Peoples R China Shandong First Med Univ Shandong Prov Hosp Shandong Key Lab ofReproduct Med and Jinan Shandong Peoples R China Chinese Acad Med Sci 2021RU001 Res Unit Gametogenesis & Hlth ART Offspring Jinan Shandong Peoples R China
Objective: To determine the indications for early rescue intracytoplasmic sperm injection (ICSI) application. Design: A retrospective cohort study. Subjects: The study included 19,808 patients who underwent convention... 详细信息
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Estimating and characterizing spatiotemporal distributions of elemental PM2.5 using an ensemble machine learning approach in Taiwan
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ATMOSPHERIC POLLUTION RESEARCH 2025年 第5期16卷
作者: Huang, Chun-Sheng Lo, Kang Wu, Yee-Lin Wang, Fu-Cheng Shiu, Yi-Shiang Chen, Chu-Chih Lin, Yuan-Chien Kuo, Cheng-Pin Liao, Ho-Tang Lin, Tang-Huang Wu, Chang-Fu Natl Taiwan Univ Inst Environm & Occupat Hlth Sci Coll Publ Hlth Taipei Taiwan Natl Cheng Kung Univ Coll Engn Dept Environm Engn Tainan Taiwan Natl Cent Univ Ctr Space & Remote Sensing Res Taoyuan City Taiwan Feng Chia Univ Coll Construct & Dev Dept Urban Planning & Spatial Informat Taichung Taiwan Natl Hlth Res Inst Inst Populat Hlth Sci Div Biostat & Bioinformat Zhunan Taiwan Natl Cent Univ Coll Engn Dept Civil Engn Taoyuan City Taiwan Ind Technol Res Inst Green Energy & Environm Res Labs Zhudong Taiwan Natl Hlth Res Inst Natl Inst Environm Hlth Sci Zhunan Taiwan Natl Taiwan Univ Coll Publ Hlth Dept Publ Hlth Taipei Taiwan
This paper presents an ensemble machine learning approach that combines generalized additive model (GAM) with eXtreme Gradient Boosting (XGBoost) to estimate and characterize the spatiotemporal distributions of elemen... 详细信息
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Flexible nonlinear modeling reveals age-related differences in resting-state functional brain connectivity in autistic males from childhood to mid-adulthood
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MOLECULAR AUTISM 2025年 第1期16卷 1-14页
作者: Feldman, Daniel Prigge, Molly Alexander, Andrew Zielinski, Brandon Lainhart, Janet King, Jace Univ Utah Dept Biomed Engn Salt Lake City UT 84112 USA Univ Utah Dept Radiol & Imaging Sci Salt Lake City UT 84112 USA Univ Wisconsin Waisman Ctr Madison WI USA Univ Wisconsin Dept Psychiat Madison WI 53706 USA Univ Wisconsin Dept Med Phys Madison WI 53706 USA Univ Florida Dept Pediat Neurol & Neurosci Gainesville FL 32611 USA
Background Divergent age-related functional brain connectivity in autism spectrum disorder (ASD) has been observed using resting-state fMRI, although the specific findings are inconsistent across studies. Common stati... 详细信息
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CPUE Standardization and Socioeconomic Influences on Red Snow Crab (Chionoecetes japonicus) Fisheries in Korean Waters
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JOURNAL OF MARINE SCIENCE AND ENGINEERING 2025年 第4期13卷 711-711页
作者: Kim, Moo-Jin Kang, Heejoong Yoon, Sang Chul Choi, Ji-Hoon Kim, Hyun Woo Natl Inst Fisheries Sci Coastal Water Fisheries Resources Res Div Busan 46083 South Korea
The standardization of catch per unit effort (CPUE) is essential for accurate stock assessment in fisheries management. This study focuses on CPUE standardization for red snow crab (Chionoecetes japonicus) in South Ko... 详细信息
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Drivers of wildfire spatial expansion: modeling insights from semi-arid oak forests of W Iran
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ADVANCES IN SPACE RESEARCH 2025年 第10期75卷 7184-7194页
作者: Sadeghi, Akram Nadoushan, Mozhgan Ahmadi Sani, Naser Ahmadi Islamic Azad Univ Dept Environm Sci Isfahan Khorasgan Branch Esfahan Iran Islamic Azad Univ Waste & Wastewater Res Ctr Dept Environm Sci Isfahan Khorasgan Branch Esfahan Iran Islamic Azad Univ Fac Agr & Nat Resources Mahabad Branch Mahabad Iran
Wildfires are becoming increasingly recurrent in Iran, threatening vulnerable ecosystems, particularly the non-fire-adapted semi-arid oak forests in the western regions. This study investigates the environmental drive... 详细信息
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Spatial differentiation of the leaf area index in forests in ecological transition zones and its environmental response
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EUROPEAN JOURNAL OF FOREST RESEARCH 2024年 第5期143卷 1307-1320页
作者: Li, Geyang Zhao, Chengzhang Liu, Dingyue Ling, Lei Huang, Chenglu Zhang, Peixian Wang, Suhong Wu, Xianshi Northwest Normal Univ Coll Geog & Environm Sci Gansu Prov Wetland Resources Protect & Ind Dev Eng Lanzhou 730100 Gansu Peoples R China Xinglongshan Forest Ecosyst Natl Positioning Obser Lanzhou 730100 Peoples R China
The leaf area index (LAI) is a crucial vegetation parameter that characterizes leaf sparsity and canopy structure, and the study of the spatial distribution pattern of the forest LAI and its environmental response can... 详细信息
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Association Between Systolic Blood Pressure and in-Hospital Mortality Among Congestive Heart Failure Patients with Chronic Obstructive Pulmonary Disease in the Intensive Care Unit: A Retrospective Cohort Study
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INTERNATIONAL JOURNAL OF CHRONIC OBSTRUCTIVE PULMONARY DISEASE 2024年 19卷 2023-2034页
作者: Zhang, Kai Han, Yu Gao, Yu Xuan Gu, Fang Ming Gu, Zhao Xuan Liang, Jia Ying Zhao, Jia Yu Zhang, Tianqi Gao, Min Cai, Tian Yi Hu, Rui Liu, Tian Zhou Li, Bo Zhang, Yixin Second Hosp Jilin Univ Cardiovasc Surg Dept Changchun Jilin Peoples R China First Hosp Jilin Univ Dept Ophthalmol Changchun Jilin Peoples R China First Hosp Jilin Univ Dept Canc Ctr Changchun Jilin Peoples R China Second Hosp Jilin Univ Dept Gastrointestinal Surg Changchun Jilin Peoples R China
Background: There has been a growing body of research focusing on patients with Congestive Heart Failure (CHF) and chronic obstructive pulmonary disease (COPD) admitted to the intensive care unit (ICU). However, the o... 详细信息
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