Code and data for <i>Navigating Time's Possibilities: Plausible Counterfactual Explanations for Multivariate Time-Series Forecast through Genetic Algorithms</i> by Gianlucca Zuin (20108547)

“…<p dir="ltr">Data and code for easy reproducibility of results described in the paper <i>Navigating Time's Possibilities: Plausible Counterfactual Explanations for Multivariate Time-Series Forecast through Genetic Algorithms</i><i>, </i>published on the IEEE TrustCom-2024 (23rd IEEE International Conference on Trust, Security and Privacy in Computing and Communications).…”

The AUC of each model was calculated using 113 ML algorithm. by Xuefen Lin (17785367)

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Comparison of homomorphic encryption algorithms. by JiaMing Wang (334865)

“…Additionally, the paper introduces the Gradient Similarity Model Aggregation (GSA) algorithm, which dynamically selects and weights updates from different models to reduce communication overhead. …”

Flow diagram of the MAO algorithm. by Mohamed Irhuma (20818274)

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Parameters of the SVM algorithm with Gaussian kernel used to generate the predictive model. by M. Isabel Ramos (20565201)

LSTM model’s equations. by Songsong Wang (8088293)

Subjects: “…necessitating extensive data…”

The models’ training parameters. by Songsong Wang (8088293)

Subjects: “…necessitating extensive data…”

ASTCT_data & code by Ju Peng (13922445)

Flowchart representation of lion optimization algorithm for hyperparameter tuning in the HCAP model. by Mohanad Faeq Ali (21354273)

Proposing sequence genetic distances with a local greedy algorithm when genomic sampling data is available for a transmission pair. by Hannah Waddel (21520023)

The performance of four algorithms on different datasets. by Jun Zhao (59250)

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STALS Data and Code by Weihua Huan (21004622)

LDA algorithm [11,28,31,59]. by Hui Zhang (7197)

Comparison of Algorithm Mechanisms and Experimental Settings Between PSO-KM and Benchmark Models. by Hongwei Yue (574068)

The storage cost of each algorithm. by Shahzad Khan (15275200)

Dispersion signal in principal and residual space in PCA-FFT and KPCA-FFT algorithm. by Emmanuel Ndongue Esseme (22615091)

Prediction of Standard Combustion Enthalpy of Organic Compounds Combining Machine Learning and Chemical Graph Theory: A Strategy by Fernanda Saviñon-Flores (22206313)

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Framework of the proposed algorithm. by Jia Li (160557)

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Algorithm detection steps. by José M. Rivera-Arbeláez (12418512)

Notations and definitions used in the algorithm. by Nazym Alimbekova (22766158)