Results 201 to 210 of about 6,762 (312)

Point and Risk estImation Using an enSemble of Models for Nowcasting: PRISM‐Now

Journal of Forecasting, EarlyView.
ABSTRACT We propose PRISM‐Now, a novel ensemble forecasting system for near‐term GDP projection. Recognizing that relevant economic information evolves over time, we treat forecasts from multiple base models as draws from a mixture distribution of “good” and “bad” estimates, whose composition changes continuously and cannot be identified ex ante.
Beomseok Seo, Hyungbae Cho, Dongjae Lee
wiley   +1 more source

Uncertainty-Aware Decision Making for Safe Navigation of Autonomous Ships

Peter Nicholas Hansen, Yaqub Aris Prabowo, Dimitrios Papageorgiou, Roberto Galeazzi   +3 more
openalex   +1 more source

Water hyacinth detection for autonomous navigation mapping using image segmentation cascaded classifier. [PDF]

Sci Rep
Saranyaraj D, Govardanan N, Kumar SN, Elangovan K, Shashidhar R.   +4 more
europepmc   +1 more source

Nowcasting World Trade With Machine Learning: A Three‐Step Approach

Journal of Forecasting, EarlyView.
ABSTRACT We nowcast world trade using machine learning, distinguishing between tree‐based methods (random forest and gradient boosting) and their linear‐regression‐based counterparts (macroeconomic random forest and gradient boosting—linear). While much less used in the literature, the latter are found to outperform not only the tree‐based techniques ...
Menzie Chinn, Baptiste Meunier, Sebastian Stumpner   +2 more
wiley   +1 more source

A Training-Free Paradigm for Data-Scarce Maritime Scene Classification Using Vision-Language Models. [PDF]

Sensors (Basel)
Wu J, Chen Y, Chen W, Lai Y, Li J, Chen X, Wu W.   +6 more
europepmc   +1 more source

Differential Proteomic Analysis to Reveal the Mechanism of Heat Damage in Soybean Using a Data‐Independent Acquisition (DIA) Strategy

Food Safety and Health, EarlyView.
Heat‐stressed soybeans adapt to elevated temperatures through coordinate regulation of destructive and protective protein expression ‐ suppressing detrimental proteins while enhancing beneficial ones. ABSTRACT Soybean represents the largest imported agricultural product in China. Imported soybeans are typically transported via maritime shipping. During
Pengdi Ding, Qinfei Xie, Jiajing Duan, Yinghao Feng, Fengzhong Wang, Yufeng Sun   +5 more
wiley   +1 more source

Diel and eddy driven changes in microbial gene expression and biogeochemistry in the oceanic chlorophyll maximum. [PDF]

Nat Commun
Peoples LM, Eppley JM, Barone B, Hobson BW, Karl DM, Kieft B, Marin R, Preston CM, Romano AE, Ryan JP, Scholin CA, Wilson ST, Zhang Y, Church MJ, DeLong EF.   +14 more
europepmc   +1 more source

A Comprehensive Review on the Significance, Sources, and Applications of Virtual Water on Global Platform

Food Safety and Health, EarlyView.
A conceptual framework of virtual water showing its sources, major applications, components of the virtual water footprint, and emerging future directions. The diagram emphasizes the growing role of virtual water in global sustainability and resource planning.
Priti Bhowmik, Charu Rajpal, Vinay Kumar Pandey   +2 more
wiley   +1 more source

Potential impacts of the deployment of maritime autonomous surface ships on the maritime freight transport process [PDF]

Anatoli Alop, Katre Koit
openalex   +1 more source

Intelligent ship traffic supervision system based on distributed blockchain and federated reinforcement learning for collaborative decision optimization. [PDF]

Sci Rep
Wei Z, Rongjun P, Shijie W, Meiqing C.
europepmc   +1 more source