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    Modeling and Discovering Direct Causes for Predictive Models by Yizuo Chen, Amit Bhatia

    Published 2025-05-01
    “… We introduce a causal modeling framework that captures the input-output behavior of predictive models (e.g., machine learning models). The framework enables us to identify features that directly cause the predictions, which has broad implications for data collection and model evaluation. …”
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    CPDGA: foresee future DGA using proactive conformal propagation by LIU Shuangshuang, WANG Zhi, DONG Yimeng, LI Wanpeng

    Published 2025-06-01
    Subjects: “…domain generation algorithm…”
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    Utilizing Statistical Tests for Comparing Machine Learning Algorithms by Hozan Khalid Hamarashid

    Published 2021-07-01
    “…Using statistical hypothesis testing, this study will demonstrate how to compare machine learning algorithms. The output of several machine learning algorithms or simulation pipelines is compared during model selection. …”
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    Mapping the social implications of platform algorithms for LGBTQ+ communities by David Myles, Stefanie Duguay, Lucia Flores Echaiz

    Published 2023-09-01
    “…Recently, those platforms have implemented algorithmic systems that curate, exploit, and predict user practices and identities. …”
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    Optimization of Neighborhood Public Space Design Based on Physical Environment Simulation and Crowd Simulation—A Case Study of Xiaomi’s Changping Campus by Ziyun Ye, Xiaoyu Cao, Xiong Gao, Kun Wang

    Published 2024-10-01
    “…This paper selects the Xiaomi Beijing Changping II design project, simulates and deduces the physical environment of its location, simulates the results of the natural environment by using the data of sunshine, wind, and water catchment in the physical environment, and then simulates the crowd’s action paths by combining kinetic algorithms and ant algorithms to optimise the design methods, processes, and results of the neighbourhood public space on the basis of this research. …”
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    Random Volumetric MRI Trajectories via Genetic Algorithms by Andrew Thomas Curtis, Christopher Kumar Anand

    Published 2008-01-01
    “…In this paper, a genetic algorithm (GA) is formulated and numerically evaluated. …”
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    Intelligent Perception Algorithms for Sonar Images: A Review by Wenpei JIAO, Jie LI, Chunyan ZHANG, Guangming XIE, Wendong XIAO, Jianlei ZHANG

    Published 2025-06-01
    “…Finally, based on the research progress, the paper predicted future research directions. It was pointed out that the interpretation ability of sonar images could be further improved by obtaining larger-scale sonar image data, designing more robust algorithms, and developing task settings that are more suitable for real-world underwater environments.…”
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