[HTML][HTML] Artificial intelligence for improving public transport: a mapping study
Å Jevinger, C Zhao, JA Persson, P Davidsson - Public Transport, 2024 - Springer
The objective of this study is to provide a better understanding of the potential of using
Artificial Intelligence (AI) to improve Public Transport (PT), by reviewing research literature …
Artificial Intelligence (AI) to improve Public Transport (PT), by reviewing research literature …
Multi-output bus travel time prediction with convolutional LSTM neural network
NC Petersen, F Rodrigues, FC Pereira - Expert Systems with Applications, 2019 - Elsevier
Accurate and reliable travel time predictions in public transport networks are essential for
delivering an attractive service that is able to compete with other modes of transport in urban …
delivering an attractive service that is able to compete with other modes of transport in urban …
Dynamic bus travel time prediction models on road with multiple bus routes
Accurate and real‐time travel time information for buses can help passengers better plan
their trips and minimize waiting times. A dynamic travel time prediction model for buses …
their trips and minimize waiting times. A dynamic travel time prediction model for buses …
Bus arrival time prediction with real-time and historic data
H Xu, J Ying - Cluster Computing, 2017 - Springer
Provision of accurate bus arrival information is vital to passengers for reducing their
anxieties and waiting times at bus stop. GPS-equipped buses can be regarded as mobile …
anxieties and waiting times at bus stop. GPS-equipped buses can be regarded as mobile …
A prediction model of bus arrival time at stops with multi-routes
Accurate bus arrival time is fundamental for efficient bus operation and dispatching
decisions. This paper proposed a new prediction model based on support vector machine …
decisions. This paper proposed a new prediction model based on support vector machine …
[HTML][HTML] Towards attention-based convolutional long short-term memory for travel time prediction of bus journeys
Travel time prediction is critical for advanced traveler information systems (ATISs), which
provides valuable information for enhancing the efficiency and effectiveness of the urban …
provides valuable information for enhancing the efficiency and effectiveness of the urban …
[HTML][HTML] Travel time prediction for traveler information system in heterogeneous disordered traffic conditions using GPS trajectories
Precise travel time prediction allows travelers and system controllers to be aware of the
future conditions on roadways and helps in pre-trip planning and traffic control strategy …
future conditions on roadways and helps in pre-trip planning and traffic control strategy …
SVM‐based hybrid approach for corridor‐level travel‐time estimation
RB Sharmila, NR Velaga… - IET Intelligent Transport …, 2019 - Wiley Online Library
The objective of this study is to develop an accurate model for corridor‐level travel‐time
estimation. Different approaches, such as k‐nearest neighbour (k‐NN), gradient boosting …
estimation. Different approaches, such as k‐nearest neighbour (k‐NN), gradient boosting …
Predicting irregularities in arrival times for transit buses with recurrent neural networks using GPS coordinates and weather data
Intelligent transportation systems (ITS) play an important role in the quality of life of citizens
in any metropolitan city. Despite various policies and strategies incorporated to increase the …
in any metropolitan city. Despite various policies and strategies incorporated to increase the …
Bus arrival time modeling based on auckland data
P Ranjitkar, LS Tey, E Chakravorty… - Transportation …, 2019 - journals.sagepub.com
Inaccurate bus arrival time predictions are counterproductive to changing transport habits
and promoting public transport use. This research sought to improve the bus passenger …
and promoting public transport use. This research sought to improve the bus passenger …