Concepedia
Statistics
Publications
24
Citations
844
H-Index
17
Active since
2016
Affiliations
Massachusetts Institute of Technology(Current)
University of Florida
Northeastern University
Peking University
Singapore-MIT Alliance for Research and Technology
Shenhao Wang is an author at Massachusetts Institute of Technology specializing in engineering, data science, and economics.
Top concepts
EngineeringData ScienceEconomicsMachine LearningBusinessStatisticsDecision TheoryComputer ScienceDeep Neural NetworksPredictive Analytics
Publications per year
2016–2024
Risk preference and adoption of autonomous vehicles
Shenhao Wang, Jinhua Zhao · Transportation Research Part A Policy and Practice · 2019 · 133 citations
Economics, Behavioral Decision Making, Risk Management +6
Deep neural networks for choice analysis: Extracting complete economic information for interpretation
Shenhao Wang, Qingyi Wang, Jinhua Zhao · Transportation Research Part C Emerging Technologies · 2020 · 102 citations · Full text
Economics, Deep Neural Networks, Engineering +10
Deep neural networks for choice analysis: Architecture design with alternative-specific utility functions
Shenhao Wang, Baichuan Mo, Jinhua Zhao · Transportation Research Part C Emerging Technologies · 2020 · 99 citations
Deep Neural Networks, Architecture Design, Machine Learning +10
Theory-based residual neural networks: A synergy of discrete choice models and deep neural networks
Shenhao Wang, Baichuan Mo, Jinhua Zhao · Transportation Research Part B Methodological · 2021 · 47 citations
Artificial Intelligence, Model Optimization, Cognitive Science +9
Uncertainty Quantification of Sparse Travel Demand Prediction with Spatial-Temporal Graph Neural Networks
Dingyi Zhuang, Shenhao Wang, Haris N. Koutsopoulos et al. · Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining · 2022 · 43 citations · Full text
Artificial Intelligence, Geometric Learning, Transport Network Analysis +19
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