Radar map for forward multi-step forecast. by Hairong Zheng (291979)

“…The HI-VMD-PE-CEEMDAN-XGBoost-Transformer model for predicting carbon price is constructed by the combined Transformer algorithm. …”

Radar map for forward multi-step forecast. by Hairong Zheng (291979)

“…The HI-VMD-PE-CEEMDAN-XGBoost-Transformer model for predicting carbon price is constructed by the combined Transformer algorithm. …”

Bar chart for forward multi-step forecast. by Hairong Zheng (291979)

“…The HI-VMD-PE-CEEMDAN-XGBoost-Transformer model for predicting carbon price is constructed by the combined Transformer algorithm. …”

Radar map for forward multi-step forecast. by Hairong Zheng (291979)

“…The HI-VMD-PE-CEEMDAN-XGBoost-Transformer model for predicting carbon price is constructed by the combined Transformer algorithm. …”

Bar chart for forward multi-step forecast. by Hairong Zheng (291979)

“…The HI-VMD-PE-CEEMDAN-XGBoost-Transformer model for predicting carbon price is constructed by the combined Transformer algorithm. …”

Radar map for forward multi-step forecast. by Hairong Zheng (291979)

“…The HI-VMD-PE-CEEMDAN-XGBoost-Transformer model for predicting carbon price is constructed by the combined Transformer algorithm. …”

Descriptive statistics of EUA prices. by Hairong Zheng (291979)

“…The HI-VMD-PE-CEEMDAN-XGBoost-Transformer model for predicting carbon price is constructed by the combined Transformer algorithm. …”

Abbreviations of professional terms. by Hairong Zheng (291979)

“…The HI-VMD-PE-CEEMDAN-XGBoost-Transformer model for predicting carbon price is constructed by the combined Transformer algorithm. …”

Radar map for forward multi-step forecast. by Hairong Zheng (291979)

“…The HI-VMD-PE-CEEMDAN-XGBoost-Transformer model for predicting carbon price is constructed by the combined Transformer algorithm. …”

Bar chart for forward multi-step forecast. by Hairong Zheng (291979)

“…The HI-VMD-PE-CEEMDAN-XGBoost-Transformer model for predicting carbon price is constructed by the combined Transformer algorithm. …”

Table 1_Association of weight-adjusted waist index and body mass index with chronic low back pain in American adults: a retrospective cohort study and predictive model development... by Weiye Zhang (13738960)

“…Objective<p>This study utilized National Health and Nutrition Examination Survey (NHANES) data to investigate the associations between weight-adjusted waist index (WWI), body mass index (BMI), and chronic low back pain (CLBP) risk, and to develop machine learning models to assess the predictive capacity of WWI for CLBP.…”

Image 1_Interpretable machine learning algorithms reveal gut microbiome features associated with atopic dermatitis.tiff by Jingtai Ma (21225476)

Table 1_Large language models in the management of chronic ocular diseases: a scoping review.docx by Jiatong Zhang (394129)

“…However, the application of the technology still faces a triple challenge: (1) the limitation of model generalization ability due to the multimodal nature of clinical data; (2) the ethical controversy caused by the insufficient interpretability of algorithms; and (3) the lack of a standardized validation framework. …”

UAV Remote Sensing-Based Random Forest Modeling of Highway Vegetation Biomass and Sample Library Construction by Yulu gao (22767795)

“…<p dir="ltr">To accurately monitor highway vegetation biomass and support carbon stock assessments and ecological restoration under carbon neutrality goals, this study integrates UAV technology with random forest algorithms and incorporates spatial cross-validation to construct a highway vegetation biomass model and establish a corresponding sample database for highways in Shanxi Province, China. …”

qER ASPECT score model. by Arjun Agarwal (22238734)

“…We developed machine-learning models using routinely collected clinical and imaging data to predict MT eligibility.…”

Heatmap illustrating which multi-scale feature pixels were classified as “cell” by query selection. This data was collected by processing the full test set containing 29 movies fro... by Owen M. O’Connor (11965460)

Subjects:

Univariable linear regression including the most important predictors of psychological stress. Each variable represents a separate regression analysis. Beta estimate, standard erro... by Benjamin A. Hives (5592104)

Time course of statistical clusters detected using the space-time uniform and space-time permutation algorithms in each of the 15 hospitals and the onset of publicly reported outbr... by Yumiko Hosaka (14642367)

Supporting files for thesis "Deep-learning-based Morphological Modelling: Case Study in Soft Robot Control, Shape Sensing and Deformation" by Yingqi Li (9151304)

“…To perform accurate control for soft continuum robots, a reinforcement-learning (RL)-based framework is proposed, which integrates conventional piecewise curvature constant (PCC) model and adaptive learning strategies. The algorithm of deep deterministic policy gradient (DDPG) along with domain randomization and offline retraining facilitates fast initialization and stable path following, even under varying tip load, demonstrating its advantages over Jacobian model-based and supervised-learning-based control methods. …”

Reactive Molecular Simulation and Microscopic Origins in the Reaction Kinetics of Binary Polymerization by Xinwei Chen (255125)

Subjects: