An interdisciplinary survey on origin-destination flows modeling: Theory and techniques
Origin-destination (OD) flow modeling is an extensively researched subject across multiple
disciplines, such as the investigation of travel demand in transportation and spatial …
disciplines, such as the investigation of travel demand in transportation and spatial …
A DBSCAN-based framework to mine travel patterns from origin-destination matrices: Proof-of-concept on proxy static OD from Brisbane
Limited studies exist in the literature on demand related travel patterns, the analysis of which
requires a rich database of Origin Destination (OD) matrices with appropriate clustering …
requires a rich database of Origin Destination (OD) matrices with appropriate clustering …
A novel approach for the structural comparison of origin-destination matrices: Levenshtein distance
Origin-Destination (OD) matrix is a tableau of travel demand distributed between different
zonal pairs. Essentially, OD matrix provides two types of information:(a) the individual cell …
zonal pairs. Essentially, OD matrix provides two types of information:(a) the individual cell …
A novel methodology to assimilate sub-path flows in bi-level OD matrix estimation process
KNS Behara, A Bhaskar… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Traditional bi-level origin-destination (OD) matrix estimation process adjusts the matrix (at
the upper level) based on the deviation between the observed and simulated traffic counts …
the upper level) based on the deviation between the observed and simulated traffic counts …
Geographical window based structural similarity index for origin-destination matrices comparison
Most traditional metrics compare origin-destination (OD) matrices based on the deviations of
individual OD flows and often neglect OD matrix structural information within their …
individual OD flows and often neglect OD matrix structural information within their …
Bi-level clustering of vehicle trajectories for path choice set and its nested structure identification
Path choice set identification is essential for route choice modelling and travel behaviour
studies. Recent advancements in data collection techniques have gained attention towards …
studies. Recent advancements in data collection techniques have gained attention towards …
Estimating link flows in road networks with synthetic trajectory data generation: Inverse reinforcement learning approach
While traffic volume data from loop detectors have been the common data source for link
flow estimation, the detectors only cover a subset of links. These days, other data sources …
flow estimation, the detectors only cover a subset of links. These days, other data sources …
Single-level approach to estimate origin-destination matrix: exploiting turning proportions and partial OD flows
This research proposes a novel single-level approach to traffic counts-based OD estimation
using observed turning proportions and partial OD flows. The key idea is to relax the need …
using observed turning proportions and partial OD flows. The key idea is to relax the need …
A framework for the comparative analysis of multi-modal travel demand: Case study on brisbane network
Comparative analysis of multimodal travel demand can help transport planners to improve
the sustainability of a transport system. This research proposes a framework to qualitatively …
the sustainability of a transport system. This research proposes a framework to qualitatively …
Classification of typical Bluetooth OD matrices based on structural similarity of travel patterns: Case study on Brisbane city
The structure of a daily Origin-Destination (OD) matrix represents the distribution of travel
patterns in terms of number of trips ending into different destinations within a region …
patterns in terms of number of trips ending into different destinations within a region …