Using street view images to identify road noise barriers with ensemble classification model and geospatial analysis

Strength of Stacking Technique of Ensemble Learning in Rockburst Prediction with Imbalanced Data: Comparison of Eight Single and Ensemble Models

(2021) Xin Yin et al.   Natural Resources Research

Merging High-Resolution Satellite Surface Radiation Data with Meteorological Sunshine Duration Observations over China from 1983 to 2017

(2021) Fei Feng et al.   Remote Sensing

Structure-aware completion of photogrammetric meshes in urban road environment

(2021) Qing Zhu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A city-scale estimation of rooftop solar photovoltaic potential based on deep learning

(2021) Teng Zhong et al.   APPLIED ENERGY

A novel adaptive density-based spatial clustering of application with noise based on bird swarm optimization algorithm

(2021) Limin Wang et al.   COMPUTER COMMUNICATIONS

Multiclass moisture classification in woodchips using IIoT Wi-Fi and machine learning techniques

(2021) Kerul Suthar et al.   COMPUTERS & CHEMICAL ENGINEERING

Using publicly available satellite imagery and deep learning to understand economic well-being in Africa

(2020) Christopher Yeh et al.   Nature Communications

A celestial motion-based solar photovoltaics installed on a cooling tower

(2020) Lingfei Qi et al.   ENERGY CONVERSION AND MANAGEMENT

An ensemble learning based hybrid model and framework for air pollution forecasting

(2020) Yue-Shan Chang et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Internet of Things for Noise Mapping in Smart Cities: State of the Art and Future Directions

(2020) Ye Liu et al.   IEEE NETWORK

Techno-economic assessment and deployment strategies for vertically-mounted photovoltaic panels

(2020) Ryan Zimmerman et al.   APPLIED ENERGY

Modeling and analysis of highway emission dispersion due to noise barrier and automobile wake effects

(2020) Shaoguang Wang et al.   Atmospheric Pollution Research

Ensemble learning-based classification models for slope stability analysis

(2020) Khanh Pham et al.   CATENA

Application of decision tree-based ensemble learning in the classification of breast cancer

(2020) Mohammad M. Ghiasi et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Exploring Google Street View with deep learning for crop type mapping

(2020) Yulin Yan et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A novel decomposition-ensemble learning framework for multi-step ahead wind energy forecasting

(2020) Ramon Gomes da Silva et al.   ENERGY

Assessment of solar photovoltaic potentials on urban noise barriers using street-view imagery

(2020) Teng Zhong et al.   RENEWABLE ENERGY

Model Fusion for Building Type Classification from Aerial and Street View Images

(2019) Eike Jens Hoffmann et al.   Remote Sensing

Social sensing from street-level imagery: A case study in learning spatio-temporal urban mobility patterns

(2019) Fan Zhang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

The spatial distribution of noise barriers in Montreal: A barrier to achieve environmental equity

(2019) Stéphanie Potvin et al.   TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT

A survey on ensemble learning

(2019) Xibin Dong et al.   Frontiers of Computer Science

Classification and mapping of urban canyon geometry using Google Street View images and deep multitask learning

(2019) Chuan-Bo Hu et al.   BUILDING AND ENVIRONMENT

Soybean yield prediction from UAV using multimodal data fusion and deep learning

(2019) Maitiniyazi Maimaitijiang et al.   REMOTE SENSING OF ENVIRONMENT

Effects of road traffic noise on the prevalence of cardiovascular diseases: The case of Thessaloniki, Greece

(2019) Paraskevi Begou et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A novel ensemble learning approach to support building energy use prediction

(2018) Zeyu Wang et al.   ENERGY AND BUILDINGS

A regularized ensemble framework of deep learning for cancer detection from multi-class, imbalanced training data

(2018) Xiaohui Yuan et al.   PATTERN RECOGNITION

Effectiveness of vegetation and sound wall-vegetation combination barriers on pollution dispersion from freeways under early morning conditions

(2018) Dilhara Ranasinghe et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Urban form and composition of street canyons: A human-centric big data and deep learning approach

(2018) Ariane Middel et al.   LANDSCAPE AND URBAN PLANNING

Measurements and model simulations of solar radiation at tilted planes, towards the maximization of energy capture

(2017) P.I. Raptis et al.   ENERGY

Shape optimization of sound barrier using an isogeometric fast multipole boundary element method in two dimensions

(2017) Cheng Liu et al.   ENGINEERING ANALYSIS WITH BOUNDARY ELEMENTS

Ensemble learning for data stream analysis: A survey

(2017) Bartosz Krawczyk et al.   Information Fusion

Using deep learning and Google Street View to estimate the demographic makeup of neighborhoods across the United States

(2017) Timnit Gebru et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Power and energy potential of mass-scale photovoltaic noise barrier deployment: A case study for the U.S

(2017) Siddharth R. Wadhawan et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Assessment and relative sustainability of common types of roadside noise barriers

(2016) Crina Oltean-Dumbrava et al.   JOURNAL OF CLEANER PRODUCTION

Random Balance: Ensembles of variable priors classifiers for imbalanced data

(2015) José F. Díez-Pastor et al.   KNOWLEDGE-BASED SYSTEMS

Combining photovoltaics and sound barriers – A feasibility study

(2012) Ellen De Schepper et al.   RENEWABLE ENERGY