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1. Tranportation_XAI Tranportation_XAI Public

   AI applications can be found in various real-world systems, including vehicle system design and real-time car accident prediction. There is an increasing need to better explain AI-driven processes,…

   Jupyter Notebook

2. RegressionShapley RegressionShapley Public

   Regression Shapley values are based on Lipovetsky and Conklin (2001) paper, which uses R-squared values to determine the feature contribution to the model performance. I have used the "seatpos" dat…

   Jupyter Notebook 1

3. Software-agents-versus-humans-Game-1 Software-agents-versus-humans-Game-1 Public

   Game 1 refers to game with single core. The analysis compares rates of coalition formation between a special software agent versus an actual human player. The model is based on a solution concept f…

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4. Software-agents-versus-humans-Game-2 Software-agents-versus-humans-Game-2 Public

   Game 2 looks at the coalition formation where for multiple core game case. The analysis compares rates of coalition formation between a special software agent versus an actual human player. The mod…

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5. Predator-prey-model-feature-importance Predator-prey-model-feature-importance Public

   Simulation models encounter uncertainty, leading to significant output fluctuations from small input variations. To mitigate this, we consider a cooperative game theory-based feature importance met…

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6. game-theory-genetic-algorithm-coalitions game-theory-genetic-algorithm-coalitions Public

   This work utilizes inverse generative social sciences (a genetic algorithm), and agent-based modeling and simulation (ABMS) approaches, to dissect the dynamics of coalition formation across a spect…

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