All Publications

Subhodip Biswas, Debanjan Saha, Shuvodeep De, Adam D Cobb, Swagatam Das, Brian a Jalaian (2021). Improving Differential Evolution through Bayesian Hyperparameter Optimization. 2021 IEEE Congress on Evolutionary Computation (CEC).

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Susmit Jha, Brian Jalaian, Anirban Roy, Gunjan Verma (2021). Trinity: Trust, Resilience and Interpretability of Machine Learning Models. Game Theory and Machine Learning for Cyber Security.

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Adam D Cobb, Brian Jalaian, Nathaniel D Bastian, Stephen Russell (2021). Toward Safe Decision-Making via Uncertainty Quantification in Machine Learning. Systems Engineering and Artificial Intelligence.

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Stephen Russell, Brian Jalaian, Ira S Moskowitz (2021). Re-orienting Toward the Science of the Artificial: Engineering AI Systems. Systems Engineering and Artificial Intelligence.

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Yongce Chen, Shaoran Li, Chengzhang Li, Huacheng Zeng, Brian Jalaian, Thomas Hou, Wenjing Lou (2021). On DoF Conservation in MIMO Interference Cancellation based on Signal Strength in the Eigenspace. IEEE Transactions on Mobile Computing.

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Chengzhang Li, Yan Huang, Shaoran Li, Yongce Chen, Brian a Jalaian, Y Thomas Hou, Wenjing Lou, Jeffrey H Reed, Sastry Kompella (2021). Minimizing AoI in a 5G-Based IoT Network Under Varying Channel Conditions. IEEE Internet of Things Journal.

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Shaoran Li, Yan Huang, Chengzhang Li, Brian a Jalaian, Y Thomas Hou, Wenjing Lou, Stephen Russell (2021). Maximize Spectrum Efficiency in Underlay Coexistence With Channel Uncertainty. IEEE/ACM Transactions on Networking.

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Michael J De Lucia, Paul E Maxwell, Nathaniel D Bastian, Ananthram Swami, Brian Jalaian, Nandi Leslie (2021). Machine learning raw network traffic detection. Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications III.

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Ira S Moskowitz, Nolan Bay, Brian Jalaian, Arnold Tunick (2021). Homology as an Adversarial Attack Indicator. Adversary-Aware Learning Techniques and Trends in Cybersecurity.

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Yushun Dong, Kaize Ding, Brian Jalaian, Shuiwang Ji, Jundong Li (2021). Graph neural networks with adaptive frequency response filter. arXiv preprint arXiv:2104.12840.

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