Deep learning for trajectory data management and mining: A survey and beyond

W Chen, Y Liang, Y Zhu, Y Chang, K Luo… - arxiv preprint arxiv …, 2024 - arxiv.org
Trajectory computing is a pivotal domain encompassing trajectory data management and
mining, garnering widespread attention due to its crucial role in various practical …

Two-echelon Electric Vehicle Routing Problem in Parcel Delivery: A Literature Review

N Moradi, NM Boroujeni, N Aftabi, A Aslani - arxiv preprint arxiv …, 2024 - arxiv.org
Multi-echelon parcel delivery systems using electric vehicles (EVs) are crucial for managing
urban logistics complexity and promoting sustainability. In multi-echelon systems …

Towards Neural Scaling Laws for Time Series Foundation Models

Q Yao, CHH Yang, R Jiang, Y Liang, M **… - arxiv preprint arxiv …, 2024 - arxiv.org
Scaling laws offer valuable insights into the design of time series foundation models
(TSFMs). However, previous research has largely focused on the scaling laws of TSFMs for …

Holistic Semantic Representation for Navigational Trajectory Generation

J Cao, T Zheng, Q Guo, Y Wang, J Dai, S Liu… - arxiv preprint arxiv …, 2025 - arxiv.org
Trajectory generation has garnered significant attention from researchers in the field of
spatio-temporal analysis, as it can generate substantial synthesized human mobility …

Learning to Estimate Package Delivery Time in Mixed Imbalanced Delivery and Pickup Logistics Services

J Yi, H Yan, H Wang, J Yuan, Y Li - Proceedings of the 32nd ACM …, 2024 - dl.acm.org
Accurately estimating package delivery time is essential to the logistics industry, which
enables reasonable work allocation and on-time service guarantee. This becomes even …

LaDe: The First Comprehensive Last-mile Express Dataset from Industry

L Wu, H Wen, H Hu, X Mao, Y **a, E Shan… - Proceedings of the 30th …, 2024 - dl.acm.org
Real-world last-mile express datasets are crucial for research in logistics, supply chain
management, and spatio-temporal data mining. Despite a plethora of algorithms developed …

Dynamic Time-Window Updates in Last-Mile Delivery:'Follow Your Parcel'

R Mahes, MAA Boon, A Kuiper, M Mandjes… - Available at SSRN … - papers.ssrn.com
Accurate delivery time windows are crucial for customer satisfaction in last-mile logistics,
presenting a challenging task influenced by factors such as route optimization and driver …