Update README.md

README.md

@@ -53,6 +53,20 @@ tags:
 
 # 📶 Beam-Level (5G) Time-Series Dataset
 
+
+
+## 📚 Citation
+
+This dataset is released alongside the following paper:
+
+> Goal-Oriented Time-Series Forecasting: Foundation Framework Design. L. Fechete, et al., AAAI, Singapore, 2026
+
+If you use this dataset, please cite the above work.
+
+
+---
+
+
 This dataset introduces a **novel multivariate time series** specifically curated to support research in enabling **accurate prediction of KPIs** across communication networks, as illustrated below:
 
 <p align="center">
@@ -120,14 +134,6 @@ Each CSV file contains a `Time` column and multiple beam columns (e.g., `0_0_0`
 
 ---
 
-## 📚 Citation
-
-If you use this dataset in your research, please cite:
-
-> **L. Fechete et al.**, *Goal-Oriented Time-Series Forecasting: Foundation Framework Design*, arXiv:2504.17493 (2025)
-
----
-
 ## 🔗 Code Repository
 
 The official codebase for working with this dataset is available here: 👉 [https://github.com/netop-team/gotsf](https://github.com/netop-team/gotsf)