A Machine Learning-Based Classification System for Urban Built-Up Areas Using Multiple Classifiers and Data Sources

Extraction of Built-up areas from Landsat-8 OLI data based on spectral-textural information and feature selection using Support Vector Machine method

(2019) Vijendra Singh Bramhe et al.   Geocarto International

Integrating LiDAR data and multi-temporal aerial imagery to map wetland inundation dynamics using Google Earth Engine

(2019) Qiusheng Wu et al.   REMOTE SENSING OF ENVIRONMENT

A feedforward neural network based indoor-climate control framework for thermal comfort and energy saving in buildings

(2019) Tanaya Chaudhuri et al.   APPLIED ENERGY

Application of artificial neutral network and geographic information system to evaluate retrofit potential in public school buildings

(2019) F. Re Cecconi et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Overselling overall map accuracy misinforms about research reliability

(2019) Guofan Shao et al.   LANDSCAPE ECOLOGY

Urban Built-Up Area Extraction From Log-Transformed NPP-VIIRS Nighttime Light Composite Data

(2018) Bailang Yu et al.   IEEE Geoscience and Remote Sensing Letters

Robust clustering by identifying the veins of clusters based on kernel density estimation

(2018) Zhou Zhou et al.   KNOWLEDGE-BASED SYSTEMS

A manifold learning approach to urban land cover classification with optical and radar data

(2018) Hongsheng Zhang et al.   LANDSCAPE AND URBAN PLANNING

Urban Built-Up Area Boundary Extraction and Spatial-Temporal Characteristics Based on Land Surface Temperature Retrieval

(2018) Lin Wang et al.   Remote Sensing

A Novel Approach for Identifying Urban Built-Up Area Boundaries Using High-Resolution Remote-Sensing Data Based on the Scale Effect

(2018) Yi Zhou et al.   ISPRS International Journal of Geo-Information

Applying deep learning to right whale photo identification

(2018) R. Bogucki et al.   CONSERVATION BIOLOGY

Measuring human perceptions of a large-scale urban region using machine learning

(2018) Fan Zhang et al.   LANDSCAPE AND URBAN PLANNING

Supervised Classification of Built-Up Areas in Sub-Saharan African Cities Using Landsat Imagery and OpenStreetMap

(2018) Yann Forget et al.   Remote Sensing

Extraction of Urban Built-up Areas from Nighttime Lights Using Artificial Neural Network

(2018) Tingting Xu et al.   Geocarto International

A Comprehensive Evaluation of Approaches for Built-Up Area Extraction from Landsat OLI Images Using Massive Samples

(2018) Tao Zhang et al.   Remote Sensing

An Improved Boosting Learning Saliency Method for Built-Up Areas Extraction in Sentinel-2 Images

(2018) Zhenhui Sun et al.   Remote Sensing

A Strategy of Rapid Extraction of Built-Up Area Using Multi-Seasonal Landsat-8 Thermal Infrared Band 10 Images

(2017) Ping Zhang et al.   Remote Sensing

Optimized Sample Selection in SVM Classification by Combining with DMSP-OLS, Landsat NDVI and GlobeLand30 Products for Extracting Urban Built-Up Areas

(2017) Xiaolong Ma et al.   Remote Sensing

Built-up Area Extraction from PolSAR Imagery with Model-Based Decomposition and Polarimetric Coherence

(2016) Deliang Xiang et al.   Remote Sensing

Electric motor defects diagnosis based on kernel density estimation and Kullback–Leibler divergence in quality control scenario

(2015) Francesco Ferracuti et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Binary logistic regression versus stochastic gradient boosted decision trees in assessing landslide susceptibility for multiple-occurring landslide events: application to the 2009 storm event in Messina (Sicily, southern Italy)

(2015) L. Lombardo et al.   NATURAL HAZARDS

Built-up area extraction using Landsat 8 OLI imagery

(2014) Saad Saleem Bhatti et al.   GIScience & Remote Sensing

A Texture Measure Defined Over Intuitionistic Fuzzy Set Theory for the Detection of Built-Up Areas in High-Resolution SAR Images

(2014) Na Li et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Evaluation of NPP-VIIRS night-time light composite data for extracting built-up urban areas

(2014) Kaifang Shi et al.   Remote Sensing Letters

Supporting Global Environmental Change Research: A Review of Trends and Knowledge Gaps in Urban Remote Sensing

(2014) Elizabeth Wentz et al.   Remote Sensing

Urban Built-Up Area Extraction from Landsat TM/ETM+ Images Using Spectral Information and Multivariate Texture

(2014) Jun Zhang et al.   Remote Sensing

Fast and Efficient Urban Extent Extraction Using ASAR Wide Swath Mode Data

(2013) Paolo Gamba et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Multi-class AdaBoost

(2013) Trevor Hastie et al.   Statistics and Its Interface

Using kernel density estimation to assess the spatial pattern of road density and its impact on landscape fragmentation

(2012) Xuejiao Cai et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Measuring classifier performance: a coherent alternative to the area under the ROC curve

(2009) David J. Hand   MACHINE LEARNING

On the accuracy of landscape pattern analysis using remote sensing data

(2008) Guofan Shao et al.   LANDSCAPE ECOLOGY