ML algorithms in cyber security. حسب Abdullah Asım Yılmaz (20715311)

The comparison of results from the proposed architecture and state-of-the-art algorithms on the UNSW-B15, NSL-KDD and KDDCUP’99 dataset. حسب Abdullah Asım Yılmaz (20715311)

Folder with all data and algorithms حسب Jorge Servert Lerdo de Tejada (22290001)

Steps for implementing guided filtering. حسب Qiong Long (582277)

MEA-BP neural network algorithm flowchart. حسب Dongling Ma (1269888)

الموضوعات:

Video 1_A hybrid elastic-hyperelastic approach for simulating soft tactile sensors.mp4 حسب Berith Atemoztli De la Cruz Sánchez (21758708)

"…A significant challenge for simulating tactile sensors is balancing the trade-off between accuracy and processing time in simulation algorithms and models. To address this, we propose a hybrid approach that combines elastic and hyperelastic finite element simulations, complemented by convolutional neural networks (CNNs), to generate synthetic tactile maps of a soft capacitive tactile sensor. …"

Gray Model and Back Propagation Neural Network Fusion Forecast for Real-Time Temperature in Utility Tunnel Fires حسب Bin Sun (210373)

"…This work intends to attain a real-time prediction (within 0.02 seconds) of the temperature trend 60 seconds later in the tunnel fire through the development of an enhanced neural network with fusion of gray model and back propagation neural network, which is named as gray neural network (GNN). …"

The block diagram of the ASO algorithm implementation for inverse modeling. حسب Ahmad Al-Talabi (21387479)

NAR dynamic neural network model. حسب Zhanni Huang (20577481)

"…Therefore, this article uses the random forest model and XGBoost algorithm to identify core price indicators, and uses an innovative rolling NAR dynamic neural network model to simulate and predict second-hand sailboat price data. …"

Supervised Predictive Modeling of High-dimensional Data with Group l0-norm Constrained Neural Networks حسب Zhihuang Yang (22530437)

"…By leveraging group <math><mrow><msub><mrow><mi>l</mi></mrow><mn>0</mn></msub></mrow></math>-norm constrained neural networks, the proposed approach aims to simultaneously extract crucial features and estimate the underlying model function with statistically guaranteed accuracy. …"

Licking behaviors and neural firings of the model. حسب Huu Hoang (9188747)

الموضوعات: "…supervised learning algorithms…"

The diagram of the LSTM neural network. حسب Mohd Sakib (20565228)

Neural Network Structure Parameters. حسب Yu Jie Guang (22184340)

الموضوعات:

Flowchart of GA-PSO-BP neural network model. حسب Jining Wang (3369305)

"…To address this issue, the research employs a genetic-particle swarm optimization (GA-PSO) algorithm and develops a GA-PSO-BP neural network model through the integration of the BP neural network. …"

RF Algorithm error rate of the model. حسب Halit Tutar (20678455)

"…For this purpose, Artificial Neural Networks (ANN), Automatic Linear Model (ALM), Random Forest (RF) Algorithm and Multivariate Adaptive Regression Spline (MARS) Algorithm were used, and the prediction performances of these methods were compared. …"

Model surface plots in MARS algorithm. حسب Halit Tutar (20678455)

"…For this purpose, Artificial Neural Networks (ANN), Automatic Linear Model (ALM), Random Forest (RF) Algorithm and Multivariate Adaptive Regression Spline (MARS) Algorithm were used, and the prediction performances of these methods were compared. …"

The complete structure of Kalman filter algorithm. حسب Junaid Khan (4276162)

الموضوعات:

Overall flow chart of the model. حسب Bei Huang (485021)

الموضوعات:

Performance analysis of the proposed model with existing algorithms. حسب Quxi Kuang (22493270)

الموضوعات:

Implementation code and computational results.  حسب Xunqian Xu (21261899)