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

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Pre-optimization iteration process. by Meilin Zhu (688698)

“…Firstly, from the perspective of data-driven, it crawls the historical data of driving speed through Baidu map big data platform, and uses a BP neural network optimized by genetic algorithm to predict the driving speed of vehicles in different periods. …”

Comparison of deconvolution and optimization algorithms on a batch of data. by Ali-Kemal Aydin (10968731)

Shows the data pre-processing steps. by Khaled Alnowaiser (16715375)

Sensitivity values of IRBMO vs. other binary algorithms. by Chenyi Zhu (9383370)

Specificity values of IRBMO vs. other binary algorithms. by Chenyi Zhu (9383370)

Fitness values of IRBMO vs. other binary algorithms. by Chenyi Zhu (9383370)

Number of features selected for IRBMO vs. other binary algorithms. by Chenyi Zhu (9383370)

Classification accuracy values of IRBMO vs. other binary algorithms. by Chenyi Zhu (9383370)

F-score values of IRBMO vs. other binary algorithms. by Chenyi Zhu (9383370)

Optimization of data pre-processing methods for time-series classification of electroencephalography data by Christoph Anders (4068499)

“…This study proposes an algorithm to prototype and benchmark pre-processing pipelines for a paradigm and data set at hand. …”

Prediction performance of different optimization algorithms. by Ali-Kemal Aydin (10968731)

Identification of optimal length <i>O</i>_<i>L</i>. by Masood Ul Hassan (9045701)

Structure and the optimization technique of the algorithms adopted in the study. by M. A. Habib (16839161)

One advantage of our algorithm is that it is not binary in nature. by Yong Kuk Kim (13955214)

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

The result of the accuracy of tested algorithms. by Nebojsa Bacanin (13932723)

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Features selected by optimization algorithms. by Afnan M. Alhassan (18349378)

“…Next, we propose a hybrid chaotic sand cat optimization technique, together with the Remora Optimization Algorithm (ROA) for feature selection. …”

Feature selection ratio results for tested algorithms. by Nebojsa Bacanin (13932723)

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Best fitness value results for tested algorithms. by Nebojsa Bacanin (13932723)

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