Microcrack feature extraction method for chaotic optical surface of silicon nitride ceramic bearing roller based on multi-scale wavelet transform enhancement and optimized PSO-FCM... by Yi Jiang, Mengtao Tang, Wenjie Dong, Guoxing Tang, Weiwen Hu, Jiao Li

“…The nonlinear decayed particle velocity equation is constructed to update the particle position and iteratively refine the optimal clustering center positions to realize the feature extraction of microcracks. The experiment showed that the reinforcement index RESE and PSNR in the chaotic optical surface microcracks of silicon nitride ceramic bearing rollers reach 15.76 and 24.19, respectively, effectively overcoming the problems of chaotic features in the surface microcracks while retaining the defect features. …”
Get full text

Acoustic-based machine learning approaches for depression detection in Chinese university students by Yange Wei, Yange Wei, Shisen Qin, Fengyi Liu, Rongxun Liu, Yunze Zhou, Yuanle Chen, Xingliang Xiong, Wei Zheng, Guangjun Ji, Yong Meng, Fei Wang, Fei Wang, Ruiling Zhang

“…Further, 27 acoustic features (10 spectral features, 3 prosodic features, and 1 glottal features) were significantly correlated with depression severity. …”
Get full text

Optimizing protein-ligand docking through machine learning: algorithm selection with AutoDock Vina by Ala’ Omar Hasan Zayed

Get full text

STACHYS IS A PROMISING VEGETABLE CROP WITH OFFICINAL PROPERTIES. TECHNOLOGY OF CULTIVATION by P. F. Kononkov, M. S. Gins, V. K. Gins, M. A. Molchanova, E. M. Gins

Get full text

Similarities and Differences between the Yakut Olonkho and the Buryat Uliger: Plot Composition and Motives by A. F. Koryakina

Get full text

Психологические аспекты перевода пульмонологических больных с оригинальных препаратов на генерические... by А. А. Шабанова

Get full text

Self-realization of teacher: personal meaning and direction by Svetlana Sergejko

Get full text

Research prevalence of psoriasis in countries and Ukraine by А. А. Kotvitska, V. V. Carlo

Get full text

Using Genetic Algorithm in Optimizing Decision Trees for Credit Scoring of Banks Customers by Mahmood i Alborz, Mohammad Ebrahim Mohammad Pourzarandi, mohammad khanbabaei

“…Decision trees as one of the data mining techniques, is used in credit scoring of bank customers. The main problem is the construction of decision trees in that they can classify customers optimally. …”
Get full text

Radiographic methods of examination of the thoracic cavity organs in the elderly: age characteristics, norms and pathology by K. A. Riaskin, L. A. Titova, I. P. Moshurov, M. S. Ganzya

“…Prolongation of a healthy life duration is one of the priority tasks in terms of solving the problem of quality and safety of medical activity. …”
Get full text

THE RICHNESS OF UKRAINIAN LANGUAGE IN A LIVE TELEVISION BROADCAST by Iryna Ya. Zalipska

“…The problems of developing a linguistic identifiers’ system of each language characteristic, the quality of realization of a set communicative features in different spheres of communication require linguistic comprehension. …”
Get full text

Application of artificial intelligence sensor and visual image technology in the analysis of hydrophilic space landscape characteristics by Dayan Li

“…This paper discusses the problems in multi-sensor information fusion and related solutions. …”
Get full text

Short-Term Prediction of Origin–Destination Passenger Flow in Urban Rail Transit Systems with Multi-Source Data: A Deep Learning Method Fusing High-Dimensional Features by Huanyin Su, Shanglin Mo, Huizi Dai, Jincong Shen

“…Previous studies mainly focus on passenger flow prediction at metro stations, while few methods solve the OD passenger flow prediction problems of an urban rail transit system. In view of this, we propose a novel deep learning method fusing high-dimensional features (HDF-DL) with multi-source data. …”
Get full text

Numerical model development analysis for the efficiency of convectively heated radiative ferromagnetic nanoparticles configured by oxytactic moment of microorganisms by Muhammad Tabrez, Waqar Azeem Khan, Iftikhar Hussain, Mehboob Ali, Yazan Oroud, Taseer Muhammad

Get full text

On the method of calculation of buckling and post-buckling behavior of laminated shells with small arbitrary imperfections by Mykola Semenyuk, Volodymyr Trach, Natalia Zhukova

Get full text

Action-Oriented Deep Reinforcement Learning Method for Precast Concrete Component Production Scheduling by Rongzheng Yang, Shuangshuang Xu, Hao Li, Hao Zhu, Hongyu Zhao, Xiangyu Wang

“…Secondly, dynamic processing features that evolve with the production environment are extracted as action representations, providing the agent with comprehensive decision-making information. …”
Get full text

Narrative Strategy of Skepticism in N. Gstrein’s Novel “Die englischen Jahre” by E. M. Shastina, Yu. K. Kazakova

“…It is proved that the “narrative strategy of skepticism” allows us to trace the changes in the development of the plot of the novel, to identify the features of its poetics, to realize the semantic content of the text when considering the problem of identity on the example of a biographymyth. …”
Get full text

The Recognition of Protein Methylation Sites Based on CNN and Bi-LSTM Models by MA Chizhuo, ZHOU Wenjing, LEI Zhichao, WANG Chuzheng

“…The CNN branch uses a dense connection method to make the feature information of each layer fully transmitted and shared. …”
Get full text

Evaluation of diagnostic information in solving the task of aircraft operation by O. F. Mashoshin

Get full text

Text similarity detection method based on NLP by Xiaoli DAI, Shifeng LIU, Daqing GONG

“…Current text similarity detection methods that ignore document structure information and lack semantic relevance.To solve these problems, a text-oriented similarity detection method was proposed.First, analytic hierarchy process (AHP) was used to calculate word position weight to extract feature words.Second, the Pearson correlation coefficient was used to measure semantic correlation between words which was the weight of generalized Dice coefficient to calculate similarity.Experimental results show that the proposed method can improve the precision of feature word extraction and the accuracy of similarity calculation results.…”
Get full text