About the Dataset

1. DateTime (hourly): date and time when the data was recorded
2. Temp_Box: Environment Temperature
3. Temp_[hive_no]: Hive Core Temperature
4. Temp_Easy_[hive_no]: Hive's Peripheral Temperature (different than Temp_Box when ice is applied on top)
5. Hum_Box: Environment Humidity
6. Hum_[hive_no]: Hive Core Humidity
7. Hum_Easy_[hive_no]: Hive's Peripheral Humidity
8. Treatment: 0 = no ice; 1 = ice applied

Citation

If you use the dataset, please use the following BibTeX to cite our paper.

@inbook{EBV2024,

author = {Mst. Shamima Hossain and Christos Faloutsos and Boris Baer and Hyoseung Kim and Vassilis J. Tsotras},

title = {EBV: Electronic Bee-Veterinarian for Principled Mining and Forecasting of Honeybee Time Series},

booktitle = {Proceedings of the 2024 SIAM International Conference on Data Mining (SDM)},

chapter = {},

pages = {298-306},

doi = {10.1137/1.9781611978032.34},

URL = {https://epubs.siam.org/doi/abs/10.1137/1.9781611978032.34},

eprint = {https://epubs.siam.org/doi/pdf/10.1137/1.9781611978032.34}, }

Publications

Mst. Shamima Hossain, Christos Faloutsos, Boris Baer, Hyoseung Kim, and Vassilis J. Tsotras, "EBV: Electronic Bee-Veterinarian for Principled Mining and Forecasting of Honeybee Time Series" In Proceedings of the 2024 SIAM International Conference on Data Mining (SDM), Pages 298 - 306, https://doi.org/10.1137/1.9781611978032.34