Breeding 5.0: Artificial intelligence (AI)‐decoded germplasm for accelerated crop innovation
Journal of Integrative Plant Biology, EarlyView.ABSTRACT Crop breeding technologies are vital for global food security. While traditional methods have improved yield, stress tolerance, and nutrition, rising challenges such as climate instability, land loss, and pest pressure now demand new solutions.
Jiayi Fu +4 more
wiley +1 more source
Brain state and dynamic transition patterns of motor imagery revealed by the bayes hidden markov model. [PDF]
Cogn NeurodynLiu Y +8 more
europepmc +1 more source
Hidden Markov models and other machine learning approaches in computational molecular biology
, 2009 Pierre Baldi
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Journal of Microscopy, EarlyView.Abstract Brain surgery is a widely practised and effective treatment for brain tumours, but accurately identifying and classifying tumour boundaries is crucial to maximise resection and avoid neurological complications. This precision in classification is essential for guiding surgical decisions and subsequent treatment planning.
Neetu Sigger +2 more
wiley +1 more source
A Hybrid Neural Network and Hidden Markov Model for Time-aware Recommender Systems
, 2019 Hanxuan Chen, Zuoquan Lin
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Financial Time Series Uncertainty: A Review of Probabilistic AI Applications
Journal of Economic Surveys, EarlyView.ABSTRACT Probabilistic machine learning models offer a distinct advantage over traditional deterministic approaches by quantifying both epistemic uncertainty (stemming from limited data or model knowledge) and aleatoric uncertainty (due to inherent randomness in the data), along with full distributional forecasts.
Sivert Eggen +4 more
wiley +1 more source
Utilizing profile hidden Markov model databases for discovering viruses from metagenomic data: a comprehensive review. [PDF]
Brief BioinformYu R, Huang Z, Lam TYC, Sun Y.
europepmc +1 more source
The Monetary Policy–Commodities Nexus: A Survey
Journal of Economic Surveys, EarlyView.ABSTRACT This survey synthesizes evidence on the bidirectional links between commodity markets and monetary policy. On the commodities‐to‐policy side, we review how shocks to energy, food, and metals pass through to inflation, inflation expectations, economic activity, and financial stability in state‐dependent ways that vary by shock type, exposure ...
Martin T. Bohl +2 more
wiley +1 more source
Fuzzy random sensitivity analysis for the overall structure reliability of reinforced concrete freezing wellbores in deep alluvium based on hidden Markov model. [PDF]
Sci RepYao Y, Zhu Y, Li Y, Wang W, Zhang Z.
europepmc +1 more source