Vol. 2 No. 1 (2026)

Articles

• A hybrid machine learning framework for multi-objective performance optimization and anomaly detection in maritime operations

  Chrisogonus K. Onyekwere, Chinedu Kingsley Nwankwo, Dongnaan Godswill Apameh

  1-10

  DOI: https://doi.org/10.64389/icds.2026.02131

• Bias and Fairness in AI-Based Employee Attrition Prediction Using Random Forest

  Idowu Adesoji Oladipupo, Dr Serifat Adedamola Folorunso, Sadiq Olusegun Balogun, Fatima Iganya Suleiman, Olufunke Catherine Olayemi, Joseph Maugbe Jacob

  11-23

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  DOI: https://doi.org/10.64389/icds.2026.02162

• Predicting Nigeria’s petroleum price: A comparison between recurrent neural networks, multilayer perceptron neural networks, and generalized regression neural networks

  Samuel Olorunfemi Adams, Bukky Olubode, Segun Agbailu, Babalola Timileyin Kolawole

  24-42

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  DOI: https://doi.org/10.64389/icds.2026.02165

• Volatility modeling, persistence and half-life measures of selected financial equities on the Ghana stock exchange

  Emmanuel Sobil Dogbire, John Abonongo

  43-62

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  DOI: https://doi.org/10.64389/icds.2026.02167

• Modeling the Impact of some Macroeconomic Variables on Unemployment Rate in Africa

  Martin Azanekojo Arizie, Anuwoje Ida L. Abonongo

  63–89

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  DOI: https://doi.org/10.64389/icds.2026.02169