Sustainable Machine Learning

Research in this cluster emphasizes the use of machine learning methods for promoting environmental sustainability. It includes studies on predictive models and decision-making frameworks in environmental contexts.

Machine Learning
Sustainability
Predictive Models
Environmental Analysis
Decision Making

22,076 papers

Parent topic: Intelligent Systems and Learning

AI-assisted content · The overview, paper groupings, and influence analysis on this page are AI-generated. They are intended as a starting point for exploring the field and may contain inaccuracies. Report an error

Papers Over Time

1960197019801990200020102020

Top Papers

Combining Satellite Imagery And Machine Learning To Predict Poverty

2016 · 1,046 citations

Decision-making In Structure Solution Using Bayesian Estimates Of Map Quality: thePHENIX AutoSolwizard

2009 · 811 citations

Trees Vs Neurons: Comparison Between Random Forest And ANN For High-Resolution Prediction Of Building Energy Consumption

2017 · 745 citations

Applying Support Vector Machines To Predict Building Energy Consumption In Tropical Region

2005 · 624 citations

Artificial Intelligence And Business Models In The Sustainable Development Goals Perspective: A Systematic Literature Review

2020 · 597 citations

Artificial Intelligence For Sustainability: Challenges, Opportunities, And A Research Agenda

2020 · 556 citations

Hybrid Integration Of Multilayer Perceptron Neural Networks And Machine Learning Ensembles For Landslide Susceptibility Assessment At Himalayan Area (India) Using GIS

2017 · 524 citations

A Systematic Literature Review On Machine Learning Applications For Sustainable Agriculture Supply Chain Performance

2020 · 478 citations

Long-term Dynamic Modeling Of Global Population And Built-Up Area In A Spatially Explicit Way: HYDE 3.1

2010 · 475 citations

Solar PV Power Plant Site Selection Using A GIS-AHP Based Approach With Application In Saudi Arabia

2017 · 450 citations

Calibration Of Stochastic Cellular Automata: The Application To Rural-Urban Land Conversions

2002 · 446 citations

Iterative Near-Term Ecological Forecasting: Needs, Opportunities, And Challenges

2018 · 440 citations

A Comparative Study Of Different Machine Learning Methods For Landslide Susceptibility Assessment: A Case Study Of Uttarakhand Area (India)

2016 · 430 citations

GIS-based Solar Farms Site Selection Using Analytic Hierarchy Process (AHP) In Karapinar Region, Konya/Turkey

2013 · 416 citations

Impact Of Renewable Energy Consumption, Globalization, And Technological Innovation On Environmental Degradation In Japan: Application Of Wavelet Tools

2021 · 391 citations

Using GIS And Landscape Metrics In The Hedonic Price Modeling Of The Amenity Value Of Urban Green Space: A Case Study In Jinan City, China

2007 · 383 citations

Application Of Support Vector Machine, Random Forest, And Genetic Algorithm Optimized Random Forest Models In Groundwater Potential Mapping

2017 · 359 citations

An Energy And Mass Model Of Snow Cover Suitable For Operational Avalanche Forecasting

1989 · 359 citations

Forecasting The Path Of China's CO2 Emissions Using Province-Level Information

2008 · 354 citations

Environmental Conflict Analysis Using An Integrated Grey Clustering And Entropy-Weight Method: A Case Study Of A Mining Project In Peru

2016 · 314 citations