Fault diagnosis model of rolling bearings based on the M-YOLO network by NING Shaohui, ZHANG Shaopeng, WU Yukun, DU Yue, FAN Xiaoning

“…The rolling bearing is taken as the research object, and the fault diagnosis algorithm with two-dimensional signal as the input is studied, and the fault diagnosis model of rolling bearing based on M-YOLO network is constructed for the problems of multi-condition fault diagnosis, small data sample, and long model training time.MethodsFirstly, the mosaic data augmentation method was used to enrich the samples to improve the interference of unbalanced data on the diagnostic results. …”
Get full text

Exploring development pathways for mining rural areas in the context of urban-rural integration: A case study in Shanxi Province, China. by Hao Xu, Shengyu Zhang, Zhenyu Wu

“…Then, non-parametric test was applied for feature difference test. Finally, mining rural areas transformation pathways were given by using land use transfer matrix and chord diagram. …”
Get full text

A Garbage Detection and Classification Method Based on Visual Scene Understanding in the Home Environment by Yuezhong Wu, Xuehao Shen, Qiang Liu, Falong Xiao, Changyun Li

“…The ESA attention mechanism is added to the backbone network part of the YOLOv5 network, aiming to improve the feature extraction ability of the network, combining with the built multimodal knowledge graph to form the YOLOv5-Attention-KG model, and deploying it to the service robot to perform real-time perception on the items in the scene. …”
Get full text

Philosophy of Science: How to Identify the Potential Research for the Day after Tomorrow? by Søren Ventegodt, Joav Merrick

“…We would suggest that the most promising projects have the following characteristics: (1) they are led by a brilliant researcher who considers his/her research to be “sweet science”, who wants to explain the anomalies of his/her field of science, and who lives in a nonmainstream scientific paradigm; (2) they are deeply engaged in the philosophical problems of their research field, they are searching eagerly for a new understanding and a new theory, giving new tools for measurement and creating change, and results are taken as feedback on all levels from tool to theory and philosophy; (3) they are focused on the key point(s), which is an essential feature of the universe that creates global change if intervened upon. …”
Get full text

The machine learning algorithm based on decision tree optimization for pattern recognition in track and field sports. by Guomei Cui, Chuanjun Wang

“…This study aims to solve the problems of insufficient accuracy and low efficiency of the existing methods in sprint pattern recognition to optimize the training and competition strategies of athletes. …”
Get full text

Daily safety in Abidjan in Côte d’Ivoire: an analysis of local action based on municipal regulations by Agnès GNAMMON-ADIKO

“…In Abidjan, as well as in many cities around the world, the pressure of insecurity is a permanent feature, with complex and diffuse manifestations. …”
Get full text

Experimental Turn in Philosophy by Natalia V. Zaitseva, Dmitry V. Zaitsev

“…Building upon this, we propose the interpretation of experimental philosophy not as a particular direction or stage in the development of philosophical thought but rather as a radical change in the method of philosophical inquiries, involving the synthesis of traditional philosophical research methods and methodology of empirical (primarily cognitive) science to solve philosophical problems. An important characteristic feature of experimental philosophy, so defined, is its interdisciplinarity. …”
Get full text

Fine-scale landscape characteristics, vegetation composition, and snowmelt timing control phenological heterogeneity across low-Arctic tundra landscapes in Western Alaska by Dedi Yang, Wouter Hantson, Daniel J Hayes, Jin Wu, Shawn P Serbin

“…We examined the patterns and drivers of phenological diversity across the landscape by (1) quantifying phenological diversity among dominant plant function types (PFTs) and (2) modeling the interrelations between plant phenology and fine-scale landscape features, such as topography, snowmelt, and vegetation. …”
Get full text

How political activity began: on countering the construction of the Gorky nuclear power plant for heat supply by A. A. Fomenkov

“…The aim of the work is to identify the features of the manifestation of political opposition in Gorky. …”
Get full text

Research of urban agglomerations in the aspect of implementation of the administrative and territorial reform in Ukraine (case study of Kharkiv region) by Kostiantyn Niemets, Kateryna Sehida, Liudmyla Niemets, Kateryna Kravchenko, Yevheniia Telebienieva, Liudmyla Kliuchko, Volodymyr Redin

“…The first step to solve this problem is to identify the spatial structure and evaluate the interconnections of agglomerations sequentially, from local to regional level. …”
Get full text

SAGEFusionNet: An Auxiliary Supervised Graph Neural Network for Brain Age Prediction as a Neurodegenerative Biomarker by Suraj Kumar, Suman Hazarika, Cota Navin Gupta

“…The anatomical graph was constructed based on grey matter (GM) volume features. This graph served as input to the GNN models, along with GM and white matter (WM) volume as node features. …”
Get full text

No Need to Know: Toward Astrophysics-free Gravitational-wave Cosmology by Amanda M. Farah, Thomas A. Callister, Jose María Ezquiaga, Michael Zevin, Daniel E. Holz

“…However, the use of an inaccurate representation leads to biases in the cosmological inference, an acute problem given the current uncertainties in true source population. …”
Get full text

NEUROBLASTOMAS OF MAXILLOFACIAL LOCALIZATION OF A NEWBORN CHILD by P. I. Tkachenko, M. O. Cholovskyi, O. B. Dolenko, S. O. Belokon, Y. V. Popelo

“…Therefore, in our opinion, the number of diagnostic errors in children's practice is greater than in adults. The problem is of general medical significance also because, due to topographic and anatomical features of the structures of the head and neck, any pathology of maxillofacial localization is the subject of participation of doctors in various related specialties. …”
Get full text

A Modified Active Appearance Model Based on an Adaptive Artificial Bee Colony by Mohammed Hasan Abdulameer, Siti Norul Huda Sheikh Abdullah, Zulaiha Ali Othman

“…State of the art shows that optimization method is applicable to resolve this problem. However, another common problem is applying optimization. …”
Get full text

EDUCATIONAL AUTONOMY AS A PREREQUISITE FOR THE FORMATION OF THE INDEPENDENCE OF FUTURE PSYCHOLOGISTS by Voshkolup Hanna

“…The article is devoted to the problem of studying pedagogical features of educational autonomy as a prerequisite for the formation of independence of future psychologists. …”
Get full text

Clinical and Epidemiological Manifestations of Ixodic Tick-Borne Borreliosis Foci in the Tomsk region by O. V. Voronkova, E. N. Ilyinskikh, A. A. Rudikov, T. N. Poltoratskaya, I. E. Esimova, L. V. Lukashova, M. R. Karpova

“…In the Tomsk region for many years, the average long-term incidence of Ixodic tick-borne borreliosis exceeds the Russian one by more than 3 times. Aim. Identify features the features of the clinical and epidemiological manifestations of the Ixodic tick borne borreliosis foci in the Tomsk region; to identify priority areas for carrying out problem-oriented research in the field of ecology, epidemiology and the clinic of borreliosis infection in the Tomsk region. …”
Get full text

Model and Method for Determining the Optimal Structure of the Security System for Critical Information Infrastructure by V. A. Gasimov, J. I. Mammadov

“…The article investigates the problem of information security of critical information infrastructures. …”
Get full text

Mathematical modeling of movement of multi-rotor type aircraft by A. A. Lobaty, Penghao Gu

“…The problem of determining the features and setting the problem of mathematical modeling of multirotor aircraft (LA) is considered. …”
Get full text

Discussing the Construction of a Budget Management System Combining Multimedia Technology and Financial Risk Management by Xiaoyi Jiang

“…In the aspect of SVM model improvement, according to the discrimination method of SVM, the weighted K-nearest neighbor algorithm is introduced to redistinguish the qualified test samples in the feature space. From the whole process of data mining, a data mining system is designed, which is “data preprocessing standardization + genetic algorithm feature selection + training set pruning + support vector machine classifier discrimination optimization.” …”
Get full text

GPS/VIO integrated navigation system based on factor graph and fuzzy logic by M. M. Karimi, M. R. Mosavi

“…Additionally, it proposes a novel technique for motion estimation and feature extraction, called Adaptive Feature-Flow Fusion, which facilitates robust performance in environments with both high- and low-feature content. …”
Get full text