Archive:: International Journal of Data Science and Analysis:: Science Publishing Group

Volume 10, Issue 1, February 2024

Research Article
Predicting Conflict Zones in Kenya Using a Point Process Model

Carol Ogira^*, Roselynn Kamau, Shallom Kamau, Bridgette Kerubo Bwoma, Bonaya Kiinywi Komora, Henry Athiany

Issue: Volume 10, Issue 1, February 2024

Pages: 1-10

Received: 5 January 2024

Accepted: 23 January 2024

Published: 5 February 2024

DOI: 10.11648/ijdsa.20241001.11

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Abstract: In the past decade, Kenya has continued to experience high levels of conflict, which has affected the country in various ways. This study presents a method for analyzing and predicting conflict zones in Kenya using a Point Process Model. Data utilized in the analysis was obtained from the Armed Conflict Location & Event Data (ACLED) Project and Ope... Show More

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Research Article
Deep Convolutional Neural Networks with Augmentation for Chest X-Ray Classification

Hannah Kariuki^*, Samuel Mwalili, Anthony Waititu

Issue: Volume 10, Issue 1, February 2024

Pages: 11-19

Received: 23 October 2023

Accepted: 6 March 2024

Published: 19 March 2024

DOI: 10.11648/j.ijdsa.20241001.12

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Abstract: The recent release of large amounts of Chest radiographs (CXR) has prompted the research of automated analysis of Chest X-rays to improve health care services. DCNNs are well suited for image classification because they can learn to extract features from images that are relevant to the task at hand. However, class imbalance is a common problem in c... Show More

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