Comparison between ILSTM and machine learning-based algorithms in binary classification. حسب Asmaa Ahmed Awad (16726315)

Comparison between ILSTM and deep learning-based algorithms in binary classification. حسب Asmaa Ahmed Awad (16726315)

MSE for ILSTM algorithm in binary classification. حسب Asmaa Ahmed Awad (16726315)

"…In this paper, a novel, and improved version of the Long Short-Term Memory (ILSTM) algorithm was proposed. The ILSTM is based on the novel integration of the chaotic butterfly optimization algorithm (CBOA) and particle swarm optimization (PSO) to improve the accuracy of the LSTM algorithm. …"

The flowchart showing the optimization process of the hybrid methods using BEOSA as the base algorithm and SA and FFA as integrated algorithms. حسب Olaide N. Oyelade (14047002)

الموضوعات:

Binary encoding scheme. حسب Binh Thanh Dang (12368831)

CSTP-MAC algorithm backoff time-slots vs IEEE 802.15.4 binary backoff exponential algorithm backoff time-slots. حسب Innocent Uzougbo Onwuegbuzie (9243166)

Several loop patterns found in binary code. حسب Alba Pedro-Zapater (8600382)

Optimization of tracking parameters based on <i>P</i>_<i>swap</i>. حسب Benjamin Gallois (10131683)

Optimized Bayesian regularization-back propagation neural network using data-driven intrusion detection system in Internet of Things حسب Ashok Kumar K (21441108)

"…Hence, Binary Black Widow Optimization Algorithm (BBWOA) is proposed in this manuscript to improve the BRBPNN classifier that detects intrusion precisely. …"

The AD-PSO-Guided WOA LSTM algorithm RMSE is based on the objective function compared to different algorithms. حسب Ahmed M. Elshewey (21463867)

Python-Based Algorithm for Estimating NRTL Model Parameters with UNIFAC Model Simulation Results حسب Se-Hee Jo (20554623)

الموضوعات:

Algorithm for generating hyperparameter. حسب Balraj Preet Kaur (20370832)

"…For the successful deployment of these machine learning-based systems, hyperparameter-based optimization and feature selection are important issues. …"

Results of machine learning algorithm. حسب Balraj Preet Kaur (20370832)

"…For the successful deployment of these machine learning-based systems, hyperparameter-based optimization and feature selection are important issues. …"

ROC comparison of machine learning algorithm. حسب Balraj Preet Kaur (20370832)

"…For the successful deployment of these machine learning-based systems, hyperparameter-based optimization and feature selection are important issues. …"

Multicategory Angle-Based Learning for Estimating Optimal Dynamic Treatment Regimes With Censored Data حسب Fei Xue (24567)

"…Specifically, the proposed method obtains the optimal DTR via integrating estimations of decision rules at multiple stages into a single multicategory classification algorithm without imposing additional constraints, which is also more computationally efficient and robust. …"

Homomorphic binary tree. حسب Jianhua He (341366)

Best optimizer results of Lightbgm. حسب Balraj Preet Kaur (20370832)

"…For the successful deployment of these machine learning-based systems, hyperparameter-based optimization and feature selection are important issues. …"

Best optimizer results of Adaboost. حسب Balraj Preet Kaur (20370832)

"…For the successful deployment of these machine learning-based systems, hyperparameter-based optimization and feature selection are important issues. …"

Best optimizer results of Lightbgm. حسب Balraj Preet Kaur (20370832)

"…For the successful deployment of these machine learning-based systems, hyperparameter-based optimization and feature selection are important issues. …"

Random forest with hyperparameter optimization. حسب Balraj Preet Kaur (20370832)

"…For the successful deployment of these machine learning-based systems, hyperparameter-based optimization and feature selection are important issues. …"