chester-w-xie/ALCS

ALCS: A A clustering-based active learning method to query informative and representative samples

Run the main_final_active2.py file for the implementation with FPN-based diversity exploration You can change the label ratio by variable "label_ratiovalues"

For any use of this python code, please cite the following paper:

1. Yan, Xuyang, Shabnam Nazmi, Biniam Gebru, Mohd Anwar, Abdollah Homaifar, Mrinmoy Sarkar, and Kishor Datta Gupta. "A clustering-based active learning method to query informative and representative samples." Applied Intelligence (2022): 1-18.