Application of neural network technology for public opinion analysis by Kyrylo Perevoznyk, Yurii Parzhyn

“…The research is devoted to studying and using neural network technologies, in particular algorithms and methods of natural language processing, to increase the efficiency of studying and analyzing public opinion of Ukraine’s partner countries regarding the war in Ukraine. …”
Get full text

Comprehensive review of dimensionality reduction algorithms: challenges, limitations, and innovative solutions by Aasim Ayaz Wani

“…Dimensionality reduction (DR) simplifies complex data from genomics, imaging, sensors, and language into interpretable forms that support visualization, clustering, and modeling. Yet widely used methods like principal component analysis, t-distributed stochastic neighbor embedding, uniform manifold approximation and projection, and autoencoders are often applied as “black boxes,” neglecting interpretability, fairness, stability, and privacy. …”
Get full text

SYSTEM FOR CONTROL,EVALUATIONAND VISUALIZATIONOF THE PHYSICAL DEVELOPMENT OF YOUNG MALETAEKWONDO ATHLETES by D. Avramov

“…Squat jumps –30 seconds. The method of Sigma digressions was used for creating the ranking scales. …”
Get full text

A Data‐Driven History of Gloucester's Fisheries Architecture by Rafael Sousa Santos, André Tavares

“…The objectives of this research are to establish a historical timeline of the Gloucester fisheries between 1880 and 1930, integrate statistical and geospatial data, and explore modalities for visualization and communication. Using a mixed‐methods approach, the study is organized around five datasets that combine written, statistical, and geospatial evidence: Fishing Grounds, Fishing Fleets, Population Shifts, Industry Footprint, and Processing Plants. …”
Get full text

Network Analysis of a Maritime Trade in Medieval Japan by Dimitri Tatoyan, Aleksandra Kobiljski, Hiroki Yamashita, Éric Mermet

“…A community detection method allows us to open up new avenues of understanding maritime trade clusters, while geospatial data visualization point to a historically irregular absence which requires further research.…”
Get full text

Video map: A realtime orthographic geo-image considering DEM and semantic information. by Xingguo Zhang, Xiaodi Li, Shuai Ren, Mohan Liu, Sen Yang

“…Aiming at the problem that it is difficult to accurately calibrate massive Pan-Tilt-Zoom Camera (PTZ) cameras on telecommunication tower and the visualization effect of orthographic geo-image is poor, this paper proposes a new method of realtime orthographic geo-image generating, which is considering Digital Elevation Model (DEM) and semantic information (ROGI-DS). …”
Get full text

Rough decision rules extraction and reduction based on granular computing by Hong-can YAN, Feng ZHANG, Bao-xiang LIU

“…Rule mining was an important research content of data mining,and it was also a hot research topic in the fields of decision support system,artificial intelligence,recommendation system,etc,where attribute reduction and minimal rule set extraction were the key links.Most importantly,the efficiency of extraction was determined by its application.The rough set model and granular computing theory were applied to the decision rule reduction.The decision table was granulated by granulation function,the grain of membership and the concept granular set construction algorithm gener-ated the initial concept granular set.Therefore,attribute reduction could be realized by the distinguish operator of concept granule,and decision rules extraction could be achieved by visualization of concept granule lattice.Experimental result shows that the method is easier to be applied to computer programming and it is more efficient and practical than the existing methods.…”
Get full text

Art therapy in cancer fight by Érica Rodrigues D'Alencar, Ângela Maria Alves e Souza, Thábyta Silva de Araújo, Francisca de Melo Beserra, Marta Maria Rodrigues Lima, Andreia Farias Gomes

“…In the meetings, participated 49 people, who performed activities, using the methods of art therapy, like painting, cutting, drawing, collage, creative visualization and color therapy. …”
Get full text

Pulmonary Involvement at Connective Tissue Systemic Diseases in Children by Maria I. Kaleda, Svetlana O. Salugina, Evgeniy S. Fedorov, Lidia P. Ananyeva

“…This article presents data on the pulmonary involvement incidence, development, clinical features and results of visualization methods in children with such connective tissue systemic diseases as systemic sclerosis, juvenile dermatomyositis, systemic lupus erythematosus, and Sjogren’s syndrome. …”
Get full text

A Practice-Oriented Computational Thinking Framework for Teaching Neural Networks to Working Professionals by Jing Tian

“…The proposed course instructional framework consists of mixed lectures, visualization-driven and coding-driven workshops, case studies, group discussions, and gamified model tuning tasks. …”
Get full text

Stance in Media Reactions to the Declaration of 2023 Nigeria Presidential Election Winner by Onyinyechi Blessing Udoumoh

“…The visualization of the study shows that the variegated responses of negative or positive affect and judgment expressed by Nigerians are indicative of the prevailing emotional surge of disappointment or excitement towards the conduct of the election and may be related to religious, tribal and ethnic sentiments. …”
Get full text

Diagnostics of hepatocellular cancer: state-of-the-art by T. Yu. Danzanova, G. T. Sinyukova, P. I. Lepedatu

“…Advantages and restrictions of each of method of visualization are presented.Conclusion. …”
Get full text

The structure of social welfare system in conception Center of Social Service by Monika Budnik

“…T A comparative perspective of structure visualization was used, including the newly established Social Service Center. …”
Get full text

Digital deforestation monitoring and control system: An innovative approach to the conservation of forest resources by Lukin Vladislav, Zolnikov Vladimir

“…The system is based on the use of modern high-resolution satellite data and machine learning methods to analyze changes in forest cover. The paper describes the architecture of the proposed system, which includes modules for data collection, change analysis, classification and visualization. …”
Get full text

A Traction Suture Holding Device for Glaucoma Procedures by Christopher Cyrille N. Cabrera, MD, DPBO, Nilo Vincent dG. FlorCruz II, MD, DPBO

“…Objective: We described an adjustable traction technique for glaucoma surgeries that provided adequate visualization of the surgical field. Methods: A prototype device was designed to provide good exposure of the surgical site by using a peripheral lamellar trans-corneal suture capable of applying and sustaining tension. …”
Get full text

Comparative Diagnosis of Alveolar Antral Wall in the Maxillary Sinus Wall in Corresponding OPG, CBCT, MRI-A Radiographic Comparative Study by Ankita Pati, Dhaval Charan, Pooja Mahay, Niva Mahapatra, Ankur Bhagat, S. Bhuvaneshwari

“…Results indicated that MRI is the gold standard for AAA visualization, with high intraand interobserver reliability (Cohen’s kappa = 1.0). …”
Get full text

MR-IMAGING IN DIAGNOSTICS OF FOCAL LIVER LESIONS by S. S. Bagnenko, G. E. Trufanov, I. S. Zheleznyak

“…The authors determined the efficacy of main methods of MR-imaging and their part in differentiated diagnostics of focal liver lesions. …”
Get full text

Advanced MicroCT Analysis of Lacustrine Carbonate Reservoirs for Fluid Flow Simulation by Olga M. O. Araújo, Alessandra Silveira Machado, Davi F. Oliveira, Ricardo Tadeu Lopes

“…MicroCT is a powerful tool for visualizing the internal structure of materials, enabling 3D visualization and quantitative analysis of complex pore networks in a non-destructive manner. …”
Get full text

Participatory development of a care line for workers with Repetitive Strain Injury by Amélia Romana Almeida Torres, Ivana Cristina Holanda Cunha Barreto, Izabelle Mont´Alverne Napoleão Albuquerque, Valéria Bastos Gomes

“…Conclusion: the care line developed by the action-research allowed the visualization of a flow to attention to workers and can be a reference for other municipalities.…”
Get full text

A New Graph Drawing Scheme for Social Network by Eric Ke Wang, Futai Zou

“…In the process of information visualization, graph drawing is a crucial part. In this paper, we study the graph layout algorithms and propose a new graph drawing scheme combining multilevel and single-level drawing approaches, including the graph division method based on communities and refining approach based on partitioning strategy. …”
Get full text