Machine Learning Approaches to Forecast the Realized Volatility of Crude Oil Prices
ABSTRACT This paper presents an evaluation of the accuracy of machine learning (ML) techniques in forecasting the realized volatility of West Texas Intermediate (WTI) crude oil prices. We compare several ML algorithms, including regularization, regression trees, random forests, and neural networks, to several heterogeneous autoregressive (HAR) models ...
Talha Omer +3 more
wiley +1 more source
Climatically suitable areas for Hylobius abietis and Hylobius pales: a global and regional analysis considering economic risks for pine production. [PDF]
Simão J +5 more
europepmc +1 more source
Neuroprotective Effects of Ethiopian Coffee Beans against Hyperglycemia‐induced Brain Injury in Rats
Ethiopian coffee bean extracts, particularly the cold aqueous preparation, demonstrated significant neuroprotective effects against hyperglycemia‐induced oxidative brain injury in an ex vivo rat brain tissue model. The extracts mitigated oxidative stress by restoring antioxidant defenses (GSH, SOD, CAT) and reducing lipid peroxidation (MDA) and ...
Almahi I. Mohamed +4 more
wiley +1 more source
Assembling the Formulation Puzzle: Comparative Evaluation of Biobased and Conventional Microemulsions for Enhanced Oil Recovery. [PDF]
Santos VFB +9 more
europepmc +1 more source
ABSTRACT Background and Aims Dengue has evolved into a major public health crisis in Bangladesh, transitioning from sporadic outbreaks to endemic transmission with increasing frequency and severity. The unprecedented 2023 epidemic recorded more deaths than the cumulative total of the previous two decades, highlighting the urgent need for a ...
Md. Jubayer Hossain +15 more
wiley +1 more source
Alzheimer's &Dementia: Behavior &Socioeconomics of Aging, Volume 2, Issue 3, September 2026.
wiley +2 more sources
P-347 CHARACTERIZATION OF PEROXIDASE IN BRAZILIAN PINE : Araucaria angustifolia
Yamaugchi, Lydia Fumiko +3 more
openaire +1 more source
Operating Capacity, Pricing and Supply Elasticity in Container Shipping Markets
ABSTRACT We investigate the channels through which changes in operating capacity influence freight rates in the container shipping market using a novel dataset to create an operating capacity index at the shipping‐route level. Our analysis reveals that when supply elasticity is low, an increase in operating capacity tends to drive freight rates upward,
Cong Sui +3 more
wiley +1 more source
Sniffin' sticks smell identification test: exploring measurement properties in an adult Brazilian healthcare professionals sample. [PDF]
Brandão PRP +11 more
europepmc +1 more source
Abstract The GLIM malnutrition diagnostic framework includes the etiologic criterion for reduced dietary intake or assimilation (i.e., digestion or absorption). This criterion required further specification to support consistent use in clinical practice.
Renée Blaauw +28 more
wiley +1 more source

