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Olalekan J. Akintande

Technical University of Denmark

Lyngby

Denmark

SCHOLARLY PAPERS

6

DOWNLOADS

187

TOTAL CITATIONS

0

Scholarly Papers (6)

1.

Investigating the Drivers of Grid Electricity Demand in Nigeria: Harnessing the Power of Machine Learning and Artificial Intelligence Algorithms

Number of pages: 26 Posted: 13 Dec 2023
Technical University of Denmark, University of Ibadan, University of Ibadan, University of Ibadan, University of Ibadan, University of Ibadan, University of Ibadan, University of Ibadan and University of Ibadan
Downloads 72 (883,195)

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SDG agenda, Machine Learning & Artificial Intelligence, Climate Actions, Electricity Demand and Nigeria Economic Development

2.

Re-Validating Phillips Curve Hypothesis in Africa and the Role of Oil Price: A Mixed Frequency Approach

Number of pages: 35 Posted: 12 Sep 2022
Centre for Econometrics and Applied Research (CEAR), University of Cologne, Technical University of Denmark, University of Ibadan - Faculty of Public Health and University of Ibadan - Faculty of Public Health
Downloads 55 (1,010,164)

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Phillips curve hypothesis, Inflation forecasting, MIDAS, Africa, Asymmetry

3.

Cfcv  - Statistical Data-Driven Approach Towards Participation, Inclusion and Reciprocity in Machine Learning Experiment

Number of pages: 23 Posted: 11 Sep 2022
Olalekan J. Akintande and Olusanya Olubusoye
Technical University of Denmark and University of Ibadan - Faculty of Public Health
Downloads 31 (1,318,317)

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Participation, Inclusion, Reciprocity, Machine Learning, Algorithmic Fairness, Cross-Validation

4.

Fic Graph - Quantifying Fairness with Sensitive Attribute

Number of pages: 26 Posted: 08 Feb 2023
Olalekan J. Akintande and Olusanya Elisa Olubusoye
Technical University of Denmark and University of Ibadan
Downloads 29 (1,345,526)

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FIC - Fairness Information Criterion, Algorithmic Fairness, Machine Learning Experiment, Penalized &Unpenalized Algorithms, Cross-Validation

5.

Fairness Information Criterion (FIC): Bootstrap-Based Statistical Fairness Auditing with Adjustable Tolerances

Number of pages: 29
Olalekan J. Akintande, Olusanya Elisa Olubusoye and Michael Pokojovy
Technical University of Denmark, University of Ibadan and Old Dominion University - Department of Mathematics and Statistics
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Algorithmic fairness, fairness auditing, Fairness Information Criterion, bootstrap inference, statistical hypothesis testing, interpretable benchmarking

6.

SiTe: A Statistical Significance-Aware Framework for Robust XAI

Number of pages: 18
Olalekan J. Akintande and Michael Pokojovy
Technical University of Denmark and Old Dominion University - Department of Mathematics and Statistics
Downloads 0

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SHapley Additive exPlanations (SHAP), False Feature Identification Rate (FAIR), XAI, Statistical Significance