Scholar
Constantinos Antoniou
Google Scholar ID: 0rDCk00AAAAJ
Full Professor, Technical University of Munich (TUM)
Transportation systems
big data analytics
data-driven approaches
traffic simulation
road safety
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Citations & Impact
All-time
Citations
14,708
H-index
64
i10-index
230
Publications
20
Co-authors
182
list available
Publications
7 items
Markovian Dynamics Enforcer: Feasibility Preserving Correction on Learned Dynamics Manifolds
2026
Cited
0
GUIDED Network-Agnostic Feature Initialization for Spatial Transferability in GNN-based Models
2026
Cited
0
LLMs on Tabular Data with Limited Semantics: Evidence from Industrial Car Retrofit Prediction
2026
Cited
0
Efficient Traffic Prediction at Scale: A Systematic Study of STGCN Architectural Depth
2026
Cited
0
Quantifying the Improvement of Accessibility achieved via Shared Mobility on Demand
2025
Cited
0
Guided Persona-based AI Surveys: Can we replicate personal mobility preferences at scale using LLMs?
2025
Cited
0
Development of a graph neural network surrogate for travel demand modelling
2024
Cited
0
Co-authors
6 total
Moshe Ben-Akiva
Unknown affiliation
Haris N Koutsopoulos
Northeastern University
Mohamed Abouelela
Technische Universität München
Guido Cantelmo
Technical University of Denmark
Qinglong LU (卢庆龙)
Postdoctoral researcher at NUS | Ph.D. from TU Munich
Francisco C Pereira
Technical University of Denmark
