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Interpretable machine learning for selection of site-specific soil constitutive models and consolidation settlement analysis

Computers and geotechnics, 2024-07, Vol.171, Article 106396

2024

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A novel approach to a multi-model ensemble for climate change models: Perspectives on the representation of natural variability and historical and future climate

Weather and climate extremes, 2024-06, Vol.44, p.100688, Article 100688

2024

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A century of statistical Ecology

Ecology (Durham), 2024-06, Vol.105 (6), p.e4283-n/a

2024

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Linear Mixed-Effects Models for Dependent Data: Power and Accuracy in Parameter Estimation

Multivariate behavioral research, 2024-05, p.1-17

2024

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UDNet: A Unified Deep Learning-based AutoML Framework to Execute Multiple ML strategies for Multi-modal Unstructured Data Processing

IEEE access, 2024-05, p.1-1

2024

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Methodology for Code Synthesis Evaluation of LLMs Presented by a Case Study of ChatGPT and Copilot

IEEE access, 2024, Vol.12, p.72303-72316

2024

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Bayesian model class selection of nonlinear constitutive relationships for piezoelectric energy harvesters with small set of observations

Energy (Oxford), 2024-08, Vol.301, Article 131648

2024

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Enhanced climate projections over Sindh, Pakistan: a bayesian model averaging ensemble methodology

Modeling earth systems and environment, 2024, Vol.10 (3), p.4401-4413

2024

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Deconstructing subjective unmet healthcare needs: a South Korean case study with policy implications

Frontiers in public health, 2024, Vol.12, p.1385951-1385951

Chung, Woojin

2024

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An optimal experimental design framework for fast kinetic model identification based on artificial neural networks

Computers & chemical engineering, Article 108752

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Optimization Model and Algorithm Design of Rural Logistics Distribution Center Location Based on Particle Swarm Optimization

2024 International Conference on Electrical Drives, Power Electronics & Engineering (EDPEE), 2024, p.785-789

2024

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Regression Analysis

Reference Module in Life Sciences, 2017

Angelini, Claudia

2017

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Hyperspectral remote sensing of forage stoichiometric ratios in the senescent stage of alpine grasslands

Field crops research, 2024-06, Vol.313, Article 109427

2024

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Supplier selection and order allocation problem under demand and supply uncertainty with return policy

Applied mathematical modelling, 2024-09, Vol.133, p.65-78

2024

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Toward representing the subsurface nitrate legacy through a coupled StorAge selection function and hydrological model (SWAT-SAS)

Journal of hydrology (Amsterdam), 2024-06, Vol.637, Article 131386

2024

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Analysis of the building occupancy estimation and prediction process: A systematic review

Energy and buildings, 2024-06, Vol.313, Article 114230

2024

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Balance between asymmetric allocation and repair of somatic damage in unicellular life forms as an ancient form of r/K selection

Proceedings of the National Academy of Sciences - PNAS, 2024-05, Vol.121 (22), p.e2400008121

2024

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A novel coordinate transformation stability criterion and parameter selection for grid-connected inverter

Electric power systems research, 2024-08, Vol.233, Article 110482

2024

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Limits on the evolutionary rates of biological traits

Scientific reports, 2024-05, Vol.14 (1), p.11314-11314

García-Pintos, Luis Pedro

2024

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Machine learning allows for large-scale habitat prediction of a wide-ranging carnivore across diverse ecoregions

Landscape ecology, 2024-05, Vol.39 (5), p.106

2024

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How can SHAP (SHapley Additive exPlanations) interpretations improve deep learning based urban cellular automata model?

Computers, environment and urban systems, 2024-07, Vol.111, Article 102133

2024

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A Novel Multiplatform Spatiotempoal Data Fusion Approach for Remote Sensing Imagery Based on Parameter Selection

IEEE transactions on geoscience and remote sensing, 2024, Vol.62, p.1-13

2024

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IEEE_Xplore

Development of multivariate-coupled grouting diffusion model for RCC

Construction & building materials, 2024-07, Vol.435, Article 136748

2024

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Rank-based sequential feature selection for high-dimensional accelerated failure time models with main and interaction effects

Computational statistics & data analysis, 2024-09, Vol.197, Article 107978

2024

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Exploring Multi-Timestep Multi-Stage Diffusion Features for Hyperspectral Image Classification

IEEE transactions on geoscience and remote sensing, 2024-05, p.1-1

2024

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IEEE_Xplore

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Interpretable machine learning for selection of site-specific soil constitutive models and consolidation settlement analysis

A novel approach to a multi-model ensemble for climate change models: Perspectives on the representation of natural variability and historical and future climate

A century of statistical Ecology

Linear Mixed-Effects Models for Dependent Data: Power and Accuracy in Parameter Estimation

UDNet: A Unified Deep Learning-based AutoML Framework to Execute Multiple ML strategies for Multi-modal Unstructured Data Processing

Methodology for Code Synthesis Evaluation of LLMs Presented by a Case Study of ChatGPT and Copilot

Bayesian model class selection of nonlinear constitutive relationships for piezoelectric energy harvesters with small set of observations

Enhanced climate projections over Sindh, Pakistan: a bayesian model averaging ensemble methodology

Deconstructing subjective unmet healthcare needs: a South Korean case study with policy implications

An optimal experimental design framework for fast kinetic model identification based on artificial neural networks

Optimization Model and Algorithm Design of Rural Logistics Distribution Center Location Based on Particle Swarm Optimization

Regression Analysis

Hyperspectral remote sensing of forage stoichiometric ratios in the senescent stage of alpine grasslands

Supplier selection and order allocation problem under demand and supply uncertainty with return policy

Toward representing the subsurface nitrate legacy through a coupled StorAge selection function and hydrological model (SWAT-SAS)

Analysis of the building occupancy estimation and prediction process: A systematic review

Balance between asymmetric allocation and repair of somatic damage in unicellular life forms as an ancient form of r/K selection

A novel coordinate transformation stability criterion and parameter selection for grid-connected inverter

Limits on the evolutionary rates of biological traits

Machine learning allows for large-scale habitat prediction of a wide-ranging carnivore across diverse ecoregions

How can SHAP (SHapley Additive exPlanations) interpretations improve deep learning based urban cellular automata model?

A Novel Multiplatform Spatiotempoal Data Fusion Approach for Remote Sensing Imagery Based on Parameter Selection

Development of multivariate-coupled grouting diffusion model for RCC

Rank-based sequential feature selection for high-dimensional accelerated failure time models with main and interaction effects

Exploring Multi-Timestep Multi-Stage Diffusion Features for Hyperspectral Image Classification

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