WE2.R17: Opening the Black Box: Explainable AI/ML in Remote Sensing Analysis II
Wed, 19 Jul, 10:15 - 11:30 Pacific Time (UTC -8)
Location: Room 212/214
Session Type: Oral
Session Co-Chairs: Amanda Ziemann, Los Alamos National Laboratory and Eric Flynn, Los Alamos National Laboratory
Session Manager: Al Adil Al Hinai
Track: Community-Contributed Sessions
Wed, 19 Jul, 10:15 - 10:27 Pacific Time (UTC -8)

WE2.R17.1: IMPLEMENTATION OF EXPLAINABLE AI TO MAP HIERARCHICAL HABITAT SELECTION IN BIRDS
Akash Anand, Volker C Radeloff, Anna Pidgeon, Ryan Buron, Elena Razenkova, University of Wisconsin-Madison, United States; Jennifer Timmer, Bird Conservancy of the Rockies, United States
Wed, 19 Jul, 10:27 - 10:39 Pacific Time (UTC -8)

WE2.R17.2: QUANTIFYING THE ROBUSTNESS OF MODELS FOR SAR IMAGES CLASSIFICATION BY EXPLAINABLE FEATURE ATTRIBUTION
Wenxian Yu, Shanghai Jiaotong University, China; Weiwei Guo, Tongji University, China; Jing Li, Academy military sciences, China; Tao Zhang, Shanghai Jiaotong University, China
Wed, 19 Jul, 10:39 - 10:51 Pacific Time (UTC -8)

WE2.R17.3: CREDIBLE RECOGNITION OF RADAR IMAGES: INTERPRETABILITY METRIC AND CLASSIFICATION SCORE
Amir Hosein Oveis, Radar and Surveillance Systems (RaSS) Laboratory- CNIT, Italy; Elisa Giusti, Radar and Surveillance Systems (RaSS) Laboratory- CNIT, Italy; Selenia Ghio, Radar and Surveillance Systems (RaSS) Laboratory- CNIT, Italy; Giulio Meucci, Marco Martorella, Radar and Surveillance Systems (RaSS) Laboratory-CNIT, Italy
Wed, 19 Jul, 10:51 - 11:03 Pacific Time (UTC -8)

WE2.R17.4: TOWARDS EXPLAINABLE AI4EO: AN EXPLAINABLE DEEP LEARNING APPROACH FOR CROP TYPE MAPPING USING SATELLITE IMAGES TIME SERIES
Adel Abbas, Michele Linardi, Etienne Vareille, CY Cergy Paris Université, France; Vassillis Christophides, ENSEA Cergy, France; Claudia Paris, University of Twente,, Netherlands
Wed, 19 Jul, 11:03 - 11:15 Pacific Time (UTC -8)

WE2.R17.5: WILDFIRE DANGER FORECASTING WITH DEEP LEARNING UNDER LABEL NOISE
Spyros Kondylatos, Ioannis Prapas, National Observatory of Athens, University of Valencia, Greece; Ioannis Papoutsis, National Observatory of Athens, Greece; Gustau Camps-Valls, University of Valencia, Spain
Wed, 19 Jul, 11:15 - 11:30 Pacific Time (UTC -8)

WE2.R17.D: Discussion