A multi-dimensional decision framework based on the XGBoost algorithm and the constrained parametric approach by Xinxin Wang, BingBing Zhang, Zeshui Xu, Ming Li, Marinko Skare

“…Under the framework, XGBoost algorithm, one of the machine learning methods, is conducted to capture the importance of attributes by using the historical data, and further calculate the attribute weights. …”
Get full text

THE ALGORITHM OF COMPLEX SYNDROME-ORIENTED THERAPY IN CHILDREN WITH CYSTIC FIBROSIS: A MODERN APPROACH by Yu. V. Gorinova, O. I. Simonova, A. Yu. Tomilova, E. A. Roslavtseva

“…For the first time the new algorithm of complex treatment of this disease according to the symptoms and complications was offered by the authors.…”
Get full text

A secure and robust stereo image encryption algorithm based on DCT and Schur decomposition by S. Kumar, Singh M. K., G. Dobhal, D. Saini, G. Bhatnagar

Get full text

Enhanced genetic algorithm for indoor low-illumination stereo matching energy function optimization by Zhang Hongjin, Wei Hui

“…This study presents an enhanced genetic algorithm to generate high-quality, dense disparity maps in low-illumination indoor stereo matching scenarios. …”
Get full text

A Honey Bee In-and-Out Counting Method Based on Multiple Object Tracking Algorithm by Chaokai Lei, Yuntao Lu, Zhiyuan Xing, Jie Zhang, Shijuan Li, Wei Wu, Shengping Liu

Get full text

Performance Evaluation of Hybrid Machine Learning Algorithms for Online Lending Credit Risk Prediction by Tesfahun Berhane, Tamiru Melese, Abdu Mohammed Seid

“…We developed the architecture of our hybrid model by removing the fully connected layer with the soft-max, which is the final layer of the fully connected CNN model and replaced by LR, GBDT, and k-NN algorithms. The experimental results show that the hybrid CNN-kNN model outperforms the CNN-GBDT and CNN-LR models based on the performance metrics accuracy, recall, F1-score, and area under the curve for both all input and important features. …”
Get full text

The Moving Average Algorithm for Forecasting Palm Oil Fresh Fruit Bunch (FFB) Prices by Zaid Ubay Siregar, Heri Santoso

“…The method used in this research is a quantitative approach with descriptive methods, applying the Moving Average algorithm. The results of the study show that the Moving Average algorithm is used to forecast FFB prices by calculating the average price over a specific time period. …”
Get full text

Optimizing the Junction-Tree-Based Reinforcement Learning Algorithm for Network-Wide Signal Coordination by Yi Zhao, Jianxiao Ma, Linghong Shen, Yong Qian

“…This study develops three measures to optimize the junction-tree-based reinforcement learning (RL) algorithm, which will be used for network-wide signal coordination. …”
Get full text

A simple efficient anchor-free node localization algorithm for wireless sensor networks by Tao Du, Shouning Qu, Qingbei Guo, Lianjiang Zhu

“…Finally, the performance of ladder diffusion node localization algorithm is proved both in theory and by the simulation results of experiments.…”
Get full text

Current diagnostic algorithms for chronic heart failure with preserved left ventricular ejection fraction by Ya. Yu. Maistrovych, M. Yu. Kolesnyk

“…Chronic heart failure remains one of the main causes of mortality and reduced life quality both in Ukraine and around the world. More than 50 % of all patients with chronic heart failure are those with preserved left ventricular ejection fraction. …”
Get full text

Performance Indices of Electrochemical Energy Storage for AGC Control Based on the Discrete Fréchet Algorithm by Hao HUANG, Jiping WU, Xianliang TENG, Guoqiang SUN, Rui XU

Get full text

Spacecraft Trajectory Design Regarding Van Allen Belts by Honey Bee Optimisation Algorithm by Iman Shafieenejad

“…Since the minimum radiation stress criterion introduced in this article is unconventional, solving this optimal control problem is complex, necessitating using the honey bee optimization algorithm.The trajectory optimization in this study involves rewriting the motion equations based on the control variables and solving these newly defined equations using the honey bee optimization method. …”
Get full text

Using BERT and ZFNet/ELM optimized by improved Orca optimization algorithm for sentiment analysis by Jun Yang, Jafar Safarzadeh

“…In doing so, Bidirectional Encoder Representations from Transformers (BERT) was utilized, since it takes into account the context of a word based on both its preceding and following words in a sentence. …”
Get full text

Detection Algorithm for Key Components on High-speed Railways: Reconstruction Based on Spike Data by DONG Wenbo, LI Chen, XIONG Minjun, TIAN Ye, XIAO Xiong, YAO Weiwei

“…Experimental results showed that the accelerated model achieved an accuracy of 98.7% and a single-frame inference rate of 3.5 ms both on average. The study findings lay a foundation for the engineering applications of the proposed algorithm .…”
Get full text

Intelligent extraction of urban ventilation corridors based on region growth algorithm with restricted direction by Chenlu Zhao

Get full text

The application of ICPA optimization algorithm in multi-objective optimization structural design of prefabricated buildings by Chao Li

“…In view of this, based on the analysis of the framework structure of the cyclical parthenogenesis algorithm, the study introduced chaotic optimization algorithm for improvement. …”
Get full text

UNVEILING GENDER FROM INDONESIAN NAMES USING RANDOM FOREST AND LOGISTIC REGRESSION ALGORITHMS by Musthofa Galih Pradana, Pujo Hari Saputro, Dyah Listianing Tyas

“…Both of these algorithms can predict classes with perfect accuracy in 6 experimental data, then the results of 526 experimental data resulted in a final accuracy of 0.94 for logistic regression and 0.93 for random forest. …”
Get full text

Automatic PET-CT Image Registration Method Based on Mutual Information and Genetic Algorithms by Martina Marinelli, Vincenzo Positano, Francesco Tucci, Danilo Neglia, Luigi Landini

“…The algorithm bases on mutual information (MI) as registration metric and on genetic algorithm as optimization method. …”
Get full text

Structure Optimization of Mixed-Speed Train Traffic for Cyclic Timetable: Model and Algorithm Development by Jiamin Zhang, Jiarui Zhang

“…Secondly, the random-key genetic algorithm (RKGA) is proposed to tackle the sequence and headway simultaneously. …”
Get full text

An improved beetle antennae search algorithm and its application in coverage of wireless sensor networks by Biao Yin, Liping Mo, Wei Min, Shan Li, Cunwei Yu

“…Experimental results on 12 benchmark functions demonstrate ABSAS-CS-GSA's superiority over the standard BAS and its four variants, as well as over two classic swarm intelligence algorithms. The simulation results of the algorithm applied to coverage optimization of wireless sensor networks with 30 nodes and 50 nodes reveal a marked improvement in both optimal and average coverage metrics relative to seven alternative algorithms. …”
Get full text