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Tech Xplore2d
Faster topology optimization: An emerging industrial design technique gets a speed boost
With the rise of 3D printing and other advanced manufacturing methods, engineers can now build structures that were once ...
IEEE2mon
Bandwidth Control Mechanism and Extreme Gradient Boosting Algorithm for Protecting Software-Defined Networks Against DDoS Attacks - IEEE Xplore
The XGBoost algorithm classifies network traffic flow that violates a set threshold into normal or abnormal traffic. We evaluated the performance of our scheme using CICDDoS2019, NSL-KDD, and CAIDA ...
Frontiers9mon
Light gradient boost tree classifier predictions on appendicitis with periodontal disease from biochemical and clinical parameters - Frontiers
3. Leaf-Wise Tree Growth: Unlike traditional gradient boosting, which uses a level-wise approach, LightGBM employs a leaf-wise tree growth strategy. This method expands the leaf with the greatest ...
GitHub11mon
gradient-boosting-decision-trees · GitHub Topics · GitHub
Gradient Boosting Decision Trees regression, dichotomy and multi-classification are realized based on python, and the details of algorithm flow are displayed, interpreted and visualized to help ...
Frontiers3y
Domain Adaptation Using Convolutional Autoencoder and Gradient Boosting for Adverse Events Prediction in the Intensive Care Unit - Frontiers
Each new tree in boosting is a fit to a modified copy of the original dataset. Boosting can be explained as a numerical optimization problem that the objective is to minimize the loss function defined ...
syncedreview4y
Improving ML Fairness: IBM, UMich & ShanghaiTech Papers Focus on Statistical Inference and Gradient-Boosting | Synced
We show empirically that our method preserves the accuracy of gradient boosting while improving widely used group and individual fairness metrics. This work aims to train an ML model that is ...
IEEE4y
Predicting Bus Passenger Flow and Prioritizing Influential Factors Using Multi-Source Data: Scaled Stacking Gradient Boosting Decision Trees - IEEE Xplore
Accurate bus passenger flow prediction contributes to informed decisions and full utilization of transit supply. Passenger flow is affected by an extensive range of attributes featuring travel ...