1 citations · 1 across the 7 of their papers we have counts for
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Operationalizing Fairness: Post-Hoc Threshold Optimization Under Hard Resource Limits
Moirangthem Tiken Singh, Amit Kalita, Sapam Jitu Singh
The deployment of machine learning in high-stakes domains requires a balance between predictive safety and algorithmic fairness. However, existing fairness interventions often as-…
Ensemble-Enhanced Graph Autoencoder with GAT and Transformer-Based Encoders for Robust Fault Diagnosis
Moirangthem Tiken Singh
Fault classification in industrial machinery is vital for enhancing reliability and reducing downtime, yet it remains challenging due to the variability of vibration patterns acros…
Spatial-Temporal Bearing Fault Detection Using Graph Attention Networks and LSTM
Moirangthem Tiken Singh, Rabinder Kumar Prasad, Gurumayum Robert Michael +2
Purpose: This paper aims to enhance bearing fault diagnosis in industrial machinery by introducing a novel method that combines Graph Attention Network (GAT) and Long Short-Term Me…
Heterogeneous Graph Auto-Encoder for CreditCard Fraud Detection
Moirangthem Tiken Singh, Rabinder Kumar Prasad, Gurumayum Robert Michael +2
The digital revolution has significantly impacted financial transactions, leading to a notable increase in credit card usage. However, this convenience comes with a trade-off: a su…