METHODS AND SYSTEMS FOR GENERATING RECOMMENDATIONS FOR COUNTERFACTUAL EXPLANATIONS OF COMPUTER ALERTS THAT ARE AUTOMATICALLY DETECTED BY A MACHINE LEARNING ALGORITHM

• Main Authors: BARR, Brian, WITTENBACH, Jason
• Format: Patent
• Language: English
• Published: 30.06.2022
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; PHYSICS

Methods and systems are described herein for generating recommendations for counterfactual explanations to computer alerts that are automatically detected by a machine learning algorithm. The methods and systems use an artificial neural network architecture that trains a hybrid classifier and autoen...