An Explainable Deep Learning Framework for Detecting and Localising Smoke and Fire Incidents: Evaluation of Grad-CAM++ and LIME

Ioannis D. Apostolopoulos, Ifigeneia Athanasoula, Mpesi Tzani, Peter P. Groumpos. An Explainable Deep Learning Framework for Detecting and Localising Smoke and Fire Incidents: Evaluation of Grad-CAM++ and LIME. Machine Learning and Knowledge Extraction, 4(4):1124-1135, December 2022. [doi]

@article{ApostolopoulosATG22,
  title = {An Explainable Deep Learning Framework for Detecting and Localising Smoke and Fire Incidents: Evaluation of Grad-CAM++ and LIME},
  author = {Ioannis D. Apostolopoulos and Ifigeneia Athanasoula and Mpesi Tzani and Peter P. Groumpos},
  year = {2022},
  month = {December},
  doi = {10.3390/make4040057},
  url = {https://doi.org/10.3390/make4040057},
  researchr = {https://researchr.org/publication/ApostolopoulosATG22},
  cites = {0},
  citedby = {0},
  journal = {Machine Learning and Knowledge Extraction},
  volume = {4},
  number = {4},
  pages = {1124-1135},
}