OOIR: Observatory of International Research

Papers

(The TQCC of Transportmetrica A-Transport Science is 4. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-01-01 to 2026-01-01.)

Article	Citations
Special issue on advances in supernetwork modelling and mobility pattern analysis	45
Mobility credits in MaaS: Modelling user heterogeneity and credit-driven Behaviour	34
New data-driven approach to generate typologies of road segments	32
Spatiotemporal clustering for the impact region caused by a traffic incident: an improved fuzzy C-means approach with guaranteed consistency	26
Evaluating the impact of waiting time reliability on route choice using smart card data	22
Wireless charging segment location optimisation for maximising space–time-electricity accessibility	21
Influence of mobile phone use on pedestrians at road crossings: insight from gait experiments	19
Heterogeneous vehicle scheduling with precedence constraints	16
Improving car-following model to capture unobserved driver heterogeneity and following distance features in fog condition	15
A dynamic dual optimization method for safe lane changing in autonomous driving	15
Traffic estimation in unobserved network locations using data-driven macroscopic models	14
Gait analysis and avoidance mechanism of pedestrians under the quantitative control of visibility	14
Scalable multi-hop trajectory join methods for efficient crowdshipping delivery	13
An uncertainty cognition-based game model for lane-changing process in mixed driving environment	13
Modelling the impact of context in real-world highway pull-out dynamics to inform acceptable path planning of automated vehicles	13
Traffic state estimation and prediction based on Bayesian approach in urban road networks using AVI and floating vehicle data	13
Understanding patterns of moped and seated motor scooter (50 cc or less) involved fatal crashes using cluster correspondence analysis	13
Moving beyond assumptions: stop times and key determinants for pick-ups and drop-offs in ridepooling systems	13
Exploring the impact mechanism of communicating information on the perturbation propagation	12
Leveraging vehicle connectivity and autonomy for highway bottleneck congestion mitigation using reinforcement learning	12
Efficient asymmetric reposition strategy of rolling stock for urban rail transit systems	12
Cooperative design of feeder bus and bike-sharing systems	12
The real-time dynamic online feeder service with a maximum headway at mandatory stops	11
Safe and efficient manoeuvring for emergency vehicles in autonomous traffic using multi-agent proximal policy optimisation	10
Uncertainty-aware human-like driving policy learning with deep Bayesian inverse reinforcement learning	10

Joint optimisation of bus trajectories and signal priority for multi-line transit corridors	10
Traffic efficiency and fairness optimisation for autonomous intersection management based on reinforcement learning	10
A prospect theoretical choice model incorporating profitable and punctual uncertainties: an investigation in the participation of private car sharing	10
Developing CUSTOM framework: explore telecommuting-induced activity-travel demands with mode choice	9
Platoon control and external human–machine interfaces: innovations in pedestrian–autonomous vehicle interactions	9
Measuring robustness in uncertain topologies: a study of on-demand bus networks	9
The rise of trucks and the fall of throughput	9
Multi-task learning-based high-speed railway inflow and outflow prediction with large language models	9
A theoretic analysis of expressed toll lane pricing policy targeting for a guaranteed level of service	9
Self-calibration method for vehicle–road perception fusion in connected environments	9
Interpretable spatial machine learning for exploring environment-bike-sharing relationships: insights from Futian, Shenzhen	9
Machine-learning approach for estimating passenger car equivalent factors using crowdsourced data	9
A two-stage game-theoretical framework for Pricing & Management problem of shared mobility in a competitive market	9
Flexible facility requirements for strategic planning of airport passenger terminal infrastructure	8
How to disseminate reliable waiting time in app-based transportation services considering attractiveness and credibility	8
Mapping the spatial organisation of air transport network by WENA-MLST analysis	8
Response time of mixed platoons with traditional and autonomous vehicles in field trials: impact assessment on flow stability and safety	8
Estimation of stochastic link capacity and link performance function including uncertainty of driver’s behaviour	8
A random parameter bivariate approach for modelling freeway crash frequency by severity level	8
A systematic approach for evaluating spatiotemporal characteristics of traffic violations and crashes at road intersections: an empirical study	8
Artificial intelligence for parking forecasting: an extensive survey of machine learning techniques	8
An integrated spatiotemporal optimisation for intersections with automated and human-driven vehicles	8
Pre-disaster resource allocation based on network topology and flow features	7
The impact of the great recession on the spatial patterns of traffic fatalities in Texas: a spatial point pattern test	7
Activity-based model based on long short-term memory network and mobile phone signalling data	7
Strategic information provision on a mobility-as-a-service platform with heterogeneous travellers	7
Modelling the impact of risky cut-in and cut-out manoeuvers on traffic platooning safety with predictability and explainability	7
Joint optimization of truck-drone routing for last-mile deliveries in urban areas	7
Column generation for the collaborative multi-stop truckload shipping problem in daily regional distribution	7
Leveraging probe data to assess left-turn driver behaviour under varying permissive signals	7
Assessing the CO ₂ emission reduction potential of metro-bus combined travel through interpretable machine learning	7
Variable speed limit control strategies in low CAV penetration scenarios	7
Pedestrian trajectory prediction model based on DCT attention mechanism at ‘yield to pedestrian’ crosswalks	6
Dynamic bus allocation and routing for multimodal emergency evacuations	6
Quality of service measurement for electric vehicle fast charging stations: a new evaluation model under uncertainties	6
A novel model to jointly estimate delay and arrival patterns by using high-resolution signal and detection data	6
Evaluating alternative variations of Negative Binomial–Lindley distribution for modelling crash data	6
A joint optimisation model for designing demand responsive connectors fed by shared bikes	6
An innovative data-driven integrated solution for ridesharing and dynamic vehicle routing	6
Uncovering risk patterns in single and multiple ambulance crashes with association rules mining: evidence from Texas crash data	6
Attitudes, personality traits and private parking space owners’ willingness to engage in shared parking schemes: a hybrid prospect theoretic model	6
Tradable Equity Credits (TECs) and internalised revenue maximisation: a nonlinear programming model for promoting equitable public transit services	5
Analytical railway line capacity methods from graph-theoretical and polyhedral perspectives	5
A comparison of the accumulation-based, trip-based and time delay macroscopic fundamental diagram models	5
An integrated approach for an aircraft routing and fuel tankering problem	5
Analysis of discretionary lane-changing behaviours of autonomous vehicles based on real-world data	5
Dual-assessment of resilience and recovery strategies of road networks under rainstorm-induced waterlogging disasters	5
Special issue on methodological advancements in understanding and managing urban traffic congestion	5
A dynamic continuum route choice model for pedestrian flow with mixed crowds	5
Calm or panic? A game-based method of emotion contagion for crowd evacuation	5

Active learning metamodelling for survival rate analysis of simulated emergency medical systems	5
Operational policy design for demand-responsive transit under travel time uncertainty	5
How far to live and with whom? Role of modal accessibility on living arrangement and distance	5
Integrating one-to-many peer-to-peer ridesharing and public transit for morning commute on a mobility-as-a-service platform	5
Diversity-oriented dynamic ensemble selection approach for multi-class road traffic injury severity predictions with interpretable insights	5
Data-driven Wasserstein distributionally robust profit-maximising hub location problem	5
Winter walking – the effect of winter conditions on pedestrians’ step length and step frequency	5
Integration of timetabling to coordinate overlapping lines and vehicle scheduling with interlining	5
MicroSimACC: an open database for field experiments on the potential capacity impact of commercial Adaptive Cruise Control (ACC)	5
Characterising the low-cost carrier network in Southeast Asia: a complex network analysis	5
Optimisation of a new hybrid transit service with modular autonomous vehicles	4
Special issue on the dynamics and behaviours of pedestrian groups	4
Integrating ride-hailing services with public transport: a stochastic user equilibrium model for multimodal transport systems	4
Lane management for asymmetric mixed traffic flow on bidirectional multi-lane roadways	4
Incident detection for freeways based on a dual-state traffic factor state network	4
Combined flexible lane assignment and reservation-based intersection control in field-like traffic conditions	4
Processing driving simulator data before statistical analysis by means of interpolation and an integral formula	4
Autonomous intersection management: graph-reinforcement learning method based on road information enhancement	4
Deploying dedicated lanes for connected and autonomous buses in urban transportation networks	4
Bike-sharing rebalancing problem by considering availability and accessibility	4
Multi-period emergency vehicle fleet redistribution and dispatching	4
A stochastic dynamic model for vehicle time headways	4
Line-haul feeder location-routeing problem: mathematical model and heuristic algorithm	4
SUV-pedestrian crash severity modelling considering unobserved heterogeneity in means and variances	4
Zone prioritisation for transit improvement using potential demand estimated from smartcard data	4
Random parameter analysis of discretionary lane-changing decision models to account for the driver heterogeneity	4
Integration of ridesharing and activity travel pattern generation	4
Dispatching prebooking-based shared autonomous vehicles with hybrid ownership: an approach of vehicle trip planning with uncertain travel times	4
Assessing risk factors in ambulance-involved collisions: understanding the impact of COVID-19 pandemic	4
Willingness to share self-driving on-demand transportation services with a focus on marginalised populations in the U.S.	4
Coordinated flow model for strategic planning of autonomous mobility-on-demand systems	4
A novel modelling framework for real-time prediction of path travel times using both traffic and weather data	4
Exploring Voronoi-based area-weighted network fundamental diagrams in shared urban spaces	4