Results 211 to 220 of about 5,693,469 (294)

Hybrid Temporal Autoencoder and Similarity Matching for Low Aggregation Level Long Time Series Forecasting

Journal of Forecasting, EarlyView.
ABSTRACT Deep learning‐based long time series forecasting (LTSF) has achieved high accuracy by effectively capturing the underlying trends, seasonality, and temporal dependencies within time series data. However, at the individual entity level, termed the low aggregation level (LAL), intermittency, irregularity, and data sparsity undermine the ...
Hanbyeol Park, Sunghyun Sim, Kikun Park, Yongjae Lee, Eunhee Park, Hyerim Bae   +5 more
wiley   +1 more source

Correction: Self-allocation bias in performance-based cooperative decisions is driven by self-interest rather than distorted performance encoding. [PDF]

PLoS Biol
Zhang S, Yong X, Ma Y, Korn CW.
europepmc   +1 more source

Beyond Prediction: Data, Baselines, Explanation, and Causation in Machine Learning for Food Insecurity

Food Safety and Health, EarlyView.
The gains from machine learning in nowcasting and forecasting food insecurity are still small and limited and cannot be observed in all countries. This review summarizes the public resources for data, corrects common misconceptions about model requirements, and establishes baseline requirements, explanations, causal inference, and equity in operational
Shabnam Mehboob, Azman Abdullah, Gunesh Kumar, Samreen Memon, Naila Afghan   +4 more
wiley   +1 more source

Chemical Drivers of Sweetness, Sourness, and Astringency in Apple Juice Identified Using Support Vector Machine Regression. [PDF]

J Food Sci
Berardinelli A, Cliceri D, Endrizzi I, Gasperi F, Vrhovsek U, Aprea E.   +5 more
europepmc   +1 more source

Interpretable Machine Learning Model for Fungal Infection Prediction: A Real‐World Study

Health Care Science, EarlyView.
Our study successfully developed and validated a machine learning model based on large‐scale electronic health record data to predict the risk of fungal infections in hospitalized patients. Through a Streamlit‐powered web platform, the model was seamlessly embedded into clinical workflows, completing the full pipeline from model construction to real ...
Jinru Yang, Shuqi Pan, Tao Luo, Bingzheng Zhang, Bilong Feng, Ying Wang   +5 more
wiley   +1 more source

Global Sensitivity Analysis of Societal Resilience Using Shapley Values and Polynomial Chaos Expansion. [PDF]

Risk Anal
Montanari E, Galariotis I, Cappannini A, Mara T, Redecker C.   +4 more
europepmc   +1 more source

Majorbio Cloud 2026 Update: An End‐to‐End Solution for Proteomics Research

iMetaMed, EarlyView.
The recent upgrade of Majorbio Cloud facilitates a more streamlined and accurate research process, aiding researchers across the various proteomics subfields. Furthermore, it propels the advancement of multi‐layered, multi‐omics scientific investigations centered around proteins.
Caiping Shi, Chang Han, Jichen Han, Bing Yang, Yachen Dong, Jianhua Zhao, Binxu Liu, Rundong Fang, Wenyao Fu, Jiawen Ma, Meng Luo, Lixing Feng, Yitong Feng, Huimin Cui, Mengxi Li, Huasheng Huang, Xianglin Zhang, Kegang Yu   +17 more
wiley   +1 more source

Normative assembly rule reveals fairness in microbial communities. [PDF]

PLoS Biol
Kuosmanen T, Rantanen J, Kičiatovas D, Pausio S, Friman VP, Hiltunen T, Mustonen V.   +6 more
europepmc   +1 more source

The Role of Admission Probabilities in the Deferred Acceptance Mechanism: An Experimental Study

International Studies of Economics, EarlyView.
ABSTRACT Although students theoretically need not consider admission probabilities under strategy‐proof mechanisms in school choice problems, our study reveals a significant correlation between students' applications and their beliefs about admission probabilities in the deferred acceptance mechanism.
Shuxian Hong, Yi Yang
wiley   +1 more source

Digital Health Readiness and Medicare Primary Care Spending: Nationwide County-Level Observational Analysis. [PDF]

J Med Internet Res
Zhou Z, Geracitano J, Zou B, Khairat S.
europepmc   +1 more source