Xgboost hyperparameters tuning by fitness-dependent optimizer for network intrusion detection

M Zivkovic, L Jovanovic, M Ivanovic, N Bacanin… - … and intelligent systems …, 2022 - Springer
Network intrusion detection systems are frequently utilized for attack detection and network
protection. However, one of the frequent issues intrusion detection systems face is the false …

Improving monthly rainfall forecast in a watershed by combining neural networks and autoregressive models

A Pérez-Alarcón, D Garcia-Cortes… - Environmental …, 2022 - Springer
The main aim of the rain forecast is to determine rain occurrence conditions in a specific
location. This is considered of vital importance to assess the availability of water resources …

Analyzing trend and forecast of rainfall and temperature in Valmiki Tiger Reserve, India, using non-parametric test and random forest machine learning algorithm

Roshani, H Sajjad, TK Saha, MH Rahaman, M Masroor… - Acta Geophysica, 2023 - Springer
Assessment of spatiotemporal dynamics of meteorological variables and their forecast is
essential in the context of climate change. Such analysis can help suggest possible …

Analyzing and forecasting climate variability in Nainital district, India using non-parametric methods and ensemble machine learning algorithms

Y Sharma, H Sajjad, TK Saha, N Bhuyan… - Theoretical and Applied …, 2024 - Springer
The mountainous areas are vulnerable to climate change and may have many socio-
economic and environmental implications. The changing pattern of meteorological variables …

Evaluation of the Artificial Neural Network Performance in Estimating Rainfall using Climatic and Geographical Data (Case study: Fars Province)

M Bahrami, A Salari, MJ Amiri… - Irrigation and Water …, 2023 - waterjournal.ir
Precipitation forecasting is essential in maintaining, managing, allocating, and distributing
water resources, determining the volume of water facilities, supplying the crops' water …

[PDF][PDF] Analyzing trend and forecast of rainfall and temperature in Valmiki Tiger Reserve, India, using non‑parametric test and random forest machine learning …

S Pal - researchgate.net
Assessment of spatiotemporal dynamics of meteorological variables and their forecast is
essential in the context of climate change. Such analysis can help suggest possible …