A survey on deep learning for human mobility
The study of human mobility is crucial due to its impact on several aspects of our society,
such as disease spreading, urban planning, well-being, pollution, and more. The …
such as disease spreading, urban planning, well-being, pollution, and more. The …
A survey on next location prediction techniques, applications, and challenges
AG Chekol, MS Fufa - EURASIP Journal on Wireless Communications and …, 2022 - Springer
Next location prediction has recently gained great attention from researchers due to its
importance in different application areas. Recent growth of location-based service …
importance in different application areas. Recent growth of location-based service …
[PDF][PDF] Deep learning for human mobility: a survey on data and models
Urban population is increasing strikingly and human mobility is becoming more complex
and bulky, affecting crucial aspects of people lives such as the spreading of viral diseases …
and bulky, affecting crucial aspects of people lives such as the spreading of viral diseases …
A survey on service route and time prediction in instant delivery: Taxonomy, progress, and prospects
Instant delivery services, such as food delivery and package delivery, have achieved
explosive growth in recent years by providing customers with daily-life convenience. An …
explosive growth in recent years by providing customers with daily-life convenience. An …
Deep learning for trajectory data management and mining: A survey and beyond
Trajectory computing is a pivotal domain encompassing trajectory data management and
mining, garnering widespread attention due to its crucial role in various practical …
mining, garnering widespread attention due to its crucial role in various practical …
Exploring City Image Perception in Social Media Big Data through Deep Learning: A Case Study of Zhongshan City
L Su, W Chen, Y Zhou, L Fan - Sustainability, 2023 - mdpi.com
Based on Kevin Lynch's cognitive method of urban image and Weibo's review data, this
study constructs a research framework with three modules as the core: city image structure …
study constructs a research framework with three modules as the core: city image structure …
A survey on next-cell prediction in cellular networks: Schemes and applications
L Huang, L Lu, W Hua - IEEE Access, 2020 - ieeexplore.ieee.org
Mobility prediction is a powerful tool for network operators to optimize network performance.
From cell level, if network operators know the cells to which the users will be connected in …
From cell level, if network operators know the cells to which the users will be connected in …
Research on the Prediction System of Event Attendance in an Event‐Based Social Network
T Lan, L Guo, X Li, G Chen - Wireless Communications and …, 2022 - Wiley Online Library
In recent years, an event‐based social network recommendation system has attracted more
and more researchers' attention. Most EBSN recommendation systems mainly focus on …
and more researchers' attention. Most EBSN recommendation systems mainly focus on …
User location prediction using hybrid birch clustering and machine learning approach
This paper discusses the importance of location prediction using machine learning methods
and its potential applications in various fields. The accuracy of these models is high, but they …
and its potential applications in various fields. The accuracy of these models is high, but they …
Agricultural Product Sales Prediction of ICM Neural Network Improvement by Sparse Autoencoder
YH Li - Scientific Programming, 2022 - Wiley Online Library
With the rapid development of agricultural product sales data, the traditional prediction
model cannot meet the processing needs. Based on deep learning theory, an improved ICM …
model cannot meet the processing needs. Based on deep learning theory, an improved ICM …