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Evaluating Tree Explanation Methods for Anomaly Reasoning: A Case Study
  of SHAP TreeExplainer and TreeInterpreter

Evaluating Tree Explanation Methods for Anomaly Reasoning: A Case Study of SHAP TreeExplainer and TreeInterpreter

13 October 2020
Pulkit Sharma
Shezan Rohinton Mirzan
Apurva Bhandari
Anish Pimpley
Abhiram Eswaran
Soundar Srinivasan
Liqun Shao
    FAtt
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Papers citing "Evaluating Tree Explanation Methods for Anomaly Reasoning: A Case Study of SHAP TreeExplainer and TreeInterpreter"

2 / 2 papers shown
Title
A Lightweight IDS for Early APT Detection Using a Novel Feature Selection Method
A Lightweight IDS for Early APT Detection Using a Novel Feature Selection Method
Bassam Noori Shaker
Bahaa Al-Musawi
Mohammed Falih Hassan
10
0
0
13 Jun 2025
Detection of Sensor-To-Sensor Variations using Explainable AI
Detection of Sensor-To-Sensor Variations using Explainable AI
Sarah Seifi
Sebastian A. Schober
Cecilia Carbonelli
Lorenzo Servadei
Robert Wille
52
0
0
19 Jun 2023
1