2 papers
cs.LG2026
Design Choices That Matter: A Functional ANOVA Analysis for Remote Sensing Multi-Label Classification
Maryam Gholami Shiri, Eva Tuba, Sašo Džeroski +2
Benchmarking deep learning (DL) models for multi-label classification (MLC) of remote sensing images (RSI) typically yields rankings that do not generalize beyond the evaluated dat…
cs.SI2026
Graph Instance Landscapes: When Structural Similarity Does (Not) Reflect Shortest-Path Performance
Maryam Gholami Shiri, Ivana Krminac, Marko Djukanović +3
Benchmarking shortest-path algorithms is commonly based on aggregate performance over heterogeneous graph sets, which limits insight into how different search paradigms react to in…