Updated multi-layer perceptron algorithm for predicting solute transport parameters and processes in karst conduits with variable flow rates DOI

Xiaoer Zhao,

Zhenxue Dai, Mohamad Reza Soltanian

и другие.

Environmental Modelling & Software, Год журнала: 2025, Номер unknown, С. 106489 - 106489

Опубликована: Апрель 1, 2025

Язык: Английский

NSGTO‐LSTM: Niche‐strategy‐based gorilla troops optimization and long short‐term memory network intrusion detection model DOI Creative Commons

Saritha Anchuri,

Arvind Ganesh,

Prathusha Perugu

и другие.

ETRI Journal, Год журнала: 2025, Номер unknown

Опубликована: Март 17, 2025

Abstract In recent decades, the rapid growth of Internet Things (IoT) has highlighted several network security problems. this study, an efficient intrusion detection (ID) system is implemented by using both machine learning and data mining concepts for detecting patterns. During initial phase, are collected from NSL‐KDD University New South Wales‐Network Based 15 (UNSW‐NB15) datasets. The then normalized/scaled employing a standard scaler technique. Next, informative feature values selected proposed optimization algorithm—that is, Niche‐Strategy‐based Gorilla Troops Optimization (NSGTO) algorithm. Finally, these transferred to Long Short‐Term Memory (LSTM) model classify types attacks on comparison existing ID systems, based NSGTO‐LSTM obtains classification accuracy 99.98% 99.90%

Язык: Английский

Процитировано

0
Enhancing hydrological time series forecasting with a hybrid Bayesian-ConvLSTM model optimized by particle swarm optimization DOI Creative Commons
Hüseyin Çağan Kılınç,

Sina Apak,

Mahmut Esad Ergin

и другие.

Acta Geophysica, Год журнала: 2025, Номер unknown

Опубликована: Март 24, 2025

Язык: Английский

Процитировано

0
U-shaped deep learning networks for algal bloom detection using Sentinel-2 imagery: Exploring model performance and transferability DOI
İsmail Çölkesen, Mustafacan Saygı, Muhammed Yusuf Öztürk

и другие.

Journal of Environmental Management, Год журнала: 2025, Номер 381, С. 125152 - 125152

Опубликована: Апрель 5, 2025

Язык: Английский

Процитировано

0
A simulation-driven computational framework for adaptive energy-efficient optimization in machine learning-based intrusion detection systems DOI Creative Commons

Ripal Ranpara,

Osamah Alsalman,

Om Prakash Kumar

и другие.

Scientific Reports, Год журнала: 2025, Номер 15(1)

Опубликована: Апрель 18, 2025

Язык: Английский

Процитировано

0
Updated multi-layer perceptron algorithm for predicting solute transport parameters and processes in karst conduits with variable flow rates DOI

Xiaoer Zhao,

Zhenxue Dai, Mohamad Reza Soltanian

и другие.

Environmental Modelling & Software, Год журнала: 2025, Номер unknown, С. 106489 - 106489

Опубликована: Апрель 1, 2025

Язык: Английский

Процитировано

0