An ensemble-based machine learning model for forecasting network traffic in VANET

PAD Amiri, S Pierre - IEEE Access, 2023 - ieeexplore.ieee.org
Vehicular Ad-hoc Networks (VANETs), as the most significant element of the Intelligent
Transportation Systems (ITS), have the potential to enhance traffic efficiency and road safety …

Short-term traffic flow prediction in heterogeneous traffic conditions using Gaussian process regression

Bharti, B Naheliya, K Kumar - International Journal of Information …, 2024 - Springer
In recent decades, there has been substantial population growth, leading to a higher volume
of vehicles on the roadways. This has contributed to traffic congestion issues, affecting not …

Meta-path analysis on spatio-temporal graphs for pedestrian trajectory prediction

A Hasan, P Sriram… - … Conference on Robotics …, 2022 - ieeexplore.ieee.org
Spatio-temporal graphs (ST-graphs) have been used to model time series tasks such as
traffic forecasting, human motion modeling, and action recognition. The high-level structure …

Non-intrusive Weather Analysis for Sustainable Preservation in Cultural Heritage Buildings

A Dimara, M Pantusheva, R Mitkov… - … Conference on Artificial …, 2024 - Springer
Preserving the complex structures of our cultural heritage buildings is a primary commitment,
as they embody the cornerstone of our history and our common identity. The impact of …

Tourist Flow Projection in Response to Weather Variability for Sustainable Tourism and Management

G Tzitziou, A Dimara, A Stefanopoulou… - … Conference on Artificial …, 2024 - Springer
To implement strategies to reduce environmental impact while optimizing infrastructure and
enhancing the overall visitor experience, there is a need to analyze and comprehend the …

Missing data imputation and meta-analysis on correlation of spatio-temporal weather series data

A Kyrtsoglou, D Asimina, D Triantafyllidis… - 2021 IEEE 12th …, 2021 - ieeexplore.ieee.org
Even though weather time series are easy to be found, complete and large data sets are
almost impossible to be retrieved. In this paper, an assessment of missing weather data in …

[引用][C] Survey on spatio-temporal transportation using deep convolution network for traffic flow

TK Gawali, SS Deore - J Data Acquis Process, 2023