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Interpreting Predictive Models through Causality: A Query-Driven Methodology
Published 2023-05-01Get full text
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2145
Data-Driven Pavement Performance: Machine Learning-Based Predictive Models
Published 2025-04-01“…This study utilizes a range of machine learning algorithms, including linear regression, decision tree, random forest, gradient boosting, K-nearest neighbour, Support Vector Regression, LightGBM and CatBoost, to analyse their effectiveness in predicting pavement performance. …”
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2146
Multiverse Analysis for Dynamic Network Models: Investigating the Influence of Plausible Alternative Modeling Choices
Published 2025-06-01“…Individual-level estimates were more heterogeneous, with some decisions strongly influencing results and conclusions. …”
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2147
AI generations: from AI 1.0 to AI 4.0
Published 2025-06-01“…This paper proposes that Artificial Intelligence (AI) progresses through several overlapping generations: AI 1.0 (Information AI), AI 2.0 (Agentic AI), AI 3.0 (Physical AI), and a speculative AI 4.0 (Conscious AI). …”
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2148
Data-Driven Neural Differential Equation Model and Stochastic Dynamics for Glioma Prediction
Published 2025-01-01“…Next, we estimate the parameters involved in the mathematical model by fitting them into a set of clinical data and employing a neural ordinary differential equations algorithm. Compared to baseline mechanistic tumor models, our approach reduces prediction root mean squared error to 3.37, demonstrating improved data alignment and forecasting accuracy. …”
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2149
A Review of Research on Path Planning of Unmanned Surface Vessel Swarm: Deep Reinforcement Learning
Published 2025-04-01Get full text
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2150
Detecting Fake Reviews in E-Commerce: A Case Study on Shopee Using Support Vector Machine and Random Forest
Published 2025-06-01“…This study aims to detect fake reviews on Shopee by applying a text classification approach using Random Forest and Support Vector Machine (SVM) algorithms. A dataset consisting of 3,686 Shopee product reviews was collected and underwent preprocessing steps including data cleaning, normalization, tokenization, and TF-IDF weighting. …”
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2151
Design specifications for biomedical virtual twins in engineered adoptive cellular immunotherapies
Published 2025-08-01Get full text
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2152
Eco-Driving Level Evaluation Model for Electric Buses Entering and Leaving Stops
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2153
Enhancing wheat yellow rust detection through modified deep learning approach
Published 2025-06-01Get full text
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2154
Advancing Gamma Knife Radiosurgery with Artificial Intelligence: A New Era of Precision and Efficacy
Published 2025-08-01Get full text
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2155
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2156
Application of Machine Learning for Target Selection and Acid Treatment Design
Published 2024-11-01Get full text
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2157
Artificial neural networks for predicting first-lactation 305-day milk yield in crossbred cattle
Published 2025-07-01Get full text
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2158
Integrating Textual Queries with AI-Based Object Detection: A Compositional Prompt-Guided Approach
Published 2025-04-01“…While object detection and recognition have been extensively adopted by many applications in decision-making, new algorithms and methodologies have emerged to enhance the automatic identification of target objects. …”
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2159
Comparative Analysis of Machine Learning Techniques for Prediction of the Compressive Strength of Field Concrete
Published 2024-08-01“…Machine learning (ML) algorithms offer an alternative and this study presents a comparative analysis of five ML regression models; Gradient Boosting (GB), Random Forest (RF), Decision Tree (DT), K-Nearest Neighbors (KNN), and Linear Regression (LR) on a dataset of 1030 concrete samples. …”
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Highly adaptive Lasso for estimation of heterogeneous treatment effects and treatment recommendation
Published 2025-08-01Get full text
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