Fan Zhang

Construction site accident analysis using text mining and natural language processing techniques

Fan Zhang, Hasan Fleyeh, Xinru Wang et al. · Automation in Construction · 2018 · 341 citations

Natural Language Processing, Engineering, Data Science +11

Time series forecasting for building energy consumption using weighted Support Vector Regression with differential evolution optimization technique

Fan Zhang, Chirag Deb, Siew Eang Lee et al. · Energy and Buildings · 2016 · 282 citations

Energy Consumption, Forecasting Methodology, Engineering +10

k-Shape clustering algorithm for building energy usage patterns analysis and forecasting model accuracy improvement

Junjing Yang, Chao Ning, Chirag Deb et al. · Energy and Buildings · 2017 · 186 citations

Built Environment, Engineering, Data Science +8

A data-driven method to describe the personalized dynamic thermal comfort in ordinary office environment: From model to application

Qianchuan Zhao, Yin Zhao, Fulin Wang et al. · Building and Environment · 2013 · 105 citations

Built Environment, Engineering, Occupant Comfort +11

Speech Emotion Recognition with Multiscale Area Attention and Data Augmentation

Mingke Xu, Fan Zhang, Xiaodong Cui et al. · 2021 · 69 citations

Engineering, Machine Learning, Attention +20