Page 558 - AI for Good Innovate for Impact

AI for Good Innovate for Impact

[2] Nagpal, Gaurav, et al. "Use of data analytics to increase the efficiency of last mile logistics
for ecommerce deliveries." Handbook of research on engineering, business, and
healthcare applications of data science and analytics. IGI Global Scientific Publishing,
2021. 167-180.
[3] Wang, Xing, et al. "An XGBoost-enhanced fast constructive algorithm for food delivery
route planning problem." Computers & Industrial Engineering 152 (2021): 107029.
[4] Arifianti, Fidela Putri, and Abu Salam. "XGBoost and Random Forest Optimization
using SMOTE to Classify Air Quality." Advance Sustainable Science, Engineering and
Technology 6.1 (2024): 1-8.
[5] Imani, Mehdi, Ali Beikmohammadi, and Hamid Reza Arabnia. "Comprehensive analysis
of random Forest and XGBoost performance with SMOTE, ADASYN, and GNUS under
varying imbalance levels." Technologies 13.3 (2025): 88.

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