16 citations · 28 across the 14 of their papers we have counts for
5 papers · 1 filter
Beyond Demographic Balance: Multi-Metric and Intersectional Evaluation of Fairness in MIMIC-IV Mortality Prediction
Abdullah Al Noman, Fahmid Al Rifat, Tahrima Hashem +3
Fairness conclusions in clinical prediction can depend strongly on both the metrics reported and the demographic resolution at which performance is evaluated. We revisit these eval…
A Free Knob: Decoupling Calibration and Predictive Skill in Threshold-Based Evaluation
Md Tanveer Hossain Munim, Bijoy Ahmed Saiem, Al-Amin Sany +1
Many dense-prediction benchmarks evaluate rare events by pooling prediction and target over spatial blocks, thresholding each, and scoring the contingency table. At a fixed rare op…
Lightning Prediction under Uncertainty: DeepLight with Hazy Loss
Md Sultanul Arifin, Abu Nowshed Sakib, Yeasir Rayhan +1
Lightning, a common feature of severe meteorological conditions, poses significant risks, from direct human injuries to substantial economic losses. These risks are further exacerb…
Deep Learning Based Crime Prediction Models: Experiments and Analysis
Rittik Basak Utsha, Muhtasim Noor Alif, Yeasir Rayhan +2
Crime prediction is a widely studied research problem due to its importance in ensuring safety of city dwellers. Starting from statistical and classical machine learning based crim…
AIST: An Interpretable Attention-based Deep Learning Model for Crime Prediction
Yeasir Rayhan, Tanzima Hashem
Accuracy and interpretability are two essential properties for a crime prediction model. Because of the adverse effects that the crimes can have on human life, economy and safety,…