Research graph
References from Web and social event signals for AI-driven mobile network demand forecasting. Local targets link to admitted publications; unresolved targets remain external evidence.
10.1109/isi49825.2020.9280534
10.1109/isi49825.2020.9280534 · 2020 · External reference
Transformational Trends Shaping the Future of the Telecom Industry.
10.2174/0123520965350112250331174254 · 2025 · External reference
DeepCog: Cognitive Network Management in Sliced 5G Networks with Deep Learning.
10.1109/infocom.2019.8737488 · 2019 · External reference
DeepCog: Optimizing Resource Provisioning in Network Slicing with AI-Based Capacity Forecasting.
10.1109/jsac.2019.2959245 · 2020 · External reference
Ericsson Mobility Report.
2016 · External reference
A Deep-Learning Model for Urban Traffic Flow Prediction with Traffic Events Mined from Twitter.
10.1007/s11280-020-00800-3 · 2021 · External reference
ETSI official page.
2025 · External reference
From Twitter to Detector: Real-Time Traffic Incident Detection Using Social Media Data.
10.1016/j.trc.2016.02.011 · 2016 · External reference
Long Short-Term Memory.
10.1162/neco.1997.9.8.1735 · 1997 · External reference
Event Detection in Online Social Network: Methodologies, State-of-Art, and Evolution.
10.1016/j.cosrev.2022.100500 · 2022 · External reference
Ten Years of Research Change Using Google Trends: From the Perspective of Big Data Utilizations and Applications.
10.1016/j.techfore.2017.11.009 · 2018 · External reference
A Tutorial on Event Detection Using Social Media Data Analysis: Applications, Challenges, and Open Problems.
2022 · External reference
Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting.
10.1145/3583780.3615160 · 2023 · External reference
A Survey of Online Data-Driven Proactive 5g Network Optimisation Using Machine Learning.
10.1109/access.2020.2974781 · 2020 · External reference
10.1145/3241539.3241567
10.1145/3241539.3241567 · 2018 · External reference
Resource Sharing Efficiency in Network Slicing.
10.1109/tnsm.2019.2923265 · 2019 · External reference
The NetMob23 dataset: A high-resolution multi-region service-level mobile data traffic cartography.
2023 · External reference
Assessing the Methods, Tools, and Statistical Approaches in Google Trends Research: Systematic Review.
10.2196/jmir.9366 · 2018 · External reference
A Novel Edge Architecture and Solution for Detecting Concept Drift in Smart Environments.
10.1016/j.future.2023.08.023 · 2024 · External reference
Cellular Traffic Prediction Using Online Prediction Algorithms.
2024 · External reference
A Survey of Multimodal Event Detection Based on Data Fusion.
10.1007/s00778-024-00878-5 · 2025 · External reference
A Review on the Trends in Event Detection by Analyzing Social Media Data.
10.3390/s22124531 · 2022 · External reference
An Overview on Application of Machine Learning Techniques in 5g Networks.
2019 · External reference
A Time Series is Worth 64 Words: Long-Term Forecasting with Transformers.
10.48550/arxiv.2211.14730 · 2023 · External reference
O-RAN Alliance White Paper.
2023 · External reference
Traffic analysis and resource adaptation in large-scale 5G multi-layer edge networks.
10.1016/j.pmcj.2025.102158 · 2025 · External reference
10.5281/zenodo.22978033
10.5281/zenodo.22978033 · 2026 · External reference
10.1145/2494232.2465754
10.1145/2494232.2465754 · 2013 · External reference
10.1007/978-3-642-36973-5_30
10.1007/978-3-642-36973-5_30 · 2013 · External reference
Estimating Mobile Traffic Demand Using Twitter.
10.1109/lwc.2016.2561924 · 2016 · External reference
Traffic Event Detection as a Slot Filling Problem.
10.1016/j.engappai.2023.106202 · 2023 · External reference
Next-Day Morning Traffic Prediction Using Social Media Data.
10.1016/j.trc.2020.102768 · 2021 · External reference
Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting.
10.24963/ijcai.2018/505 · 2018 · External reference
ETSI GS ZSM 001 V1.1.1.
2019 · External reference
A Deep Learning Approach for Detecting Traffic Accidents from Social Media Data.
10.1016/j.trc.2017.11.027 · 2018 · External reference
