Accident Data-Driven Consequence Analysis in Maritime Industries by Jiahui Shi, Zhengjiang Liu

“…Thirdly, a TAN (Tree Augmented Network)-based BN (Bayesian network) model is developed. Fourthly, a model validation process, including a comparative analysis, Kappa test, and scenario analysis are performed. …”
Get full text

Analysis of the Data Presented by Tide Gauge Stations in Albania by Bledar Sina, Gezim Hasko

“…The research involves the deployment and maintenance of tide gauges at strategic locations along the Albanian coastline, coupled with an in-depth analysis of the collected data. The monitoring process includes continuous data acquisition from tide gauges, incorporating advanced sensors and telemetry systems to ensure realtime and accurate measurements. …”
Get full text

System of complex data analysis of thematic sites ISCAD IS by I. I. Piletski, M. P. Batura, N. A. Volоrоva, P. A. Zorko, A. O. Kulevich

“…A system for comprehensive analysis of data from thematic sites ISKAD IS has been developed, a methodology for quickly constructing a thematic graph database and a comprehensive technology for in-depth analysis of data from Internet sources and analysis of data from the most important well-known world sites have been tested.Conclusion. …”
Get full text

Model Proposal for Evaluation of Technology Development Process: Conceptualisation and Scale Development by Fethi Aslan

Get full text

The swarm intelligence algorithms and their application for the educational data analysis by Y. Yu. Dyulicheva

“…According to the results of the study, we can conclude about the effectiveness of swarm intelligence algorithms usage to solve a wide range of tasks connected with learning content and students’ data analysis in the e-learning systems and perspectives to hybrid approaches development based on swarm intelligence algorithms for realizing the adaptive learning systems on the paradigm of “demand learning".The results can be used to automate the organization of learning content during project seminars for the first-year students, when it is important to understand the basic level of knowledge and students’ interest in learning new technologies.…”
Get full text

Sentiment analysis of college students’ microblog posts regarding digital identity via knowledge integration framework by Quan Gan, Liang Yan, Xiaoyan Ren, Pengyu Lou

Subjects: “…Digital identity development…”
Get full text

Modeling of Distorted Degradation Data Based on Oil Analysis by Yue Chen, Jian Shi

“…Notably, though our methodology was initially developed for wear degradation analysis, this data-driven framework demonstrates adaptability to broader degradation scenarios. …”
Get full text

Biomedical Data Analysis Systems for the Diagnosis of Skin Neoplasms by O. O. Myakinin

“…Recent advances in the study of non-invasive diagnostic tools makes this area very promising for research in a clinical condition. Aim. Developing of software modules based on the mathematical framework of texture analysis for biomedical data systems designed for the diagnosis of skin malignant neoplasms. …”
Get full text

APPLICATION OF DATA ANALYSIS METHODS FOR AUTOMATION OF ONTOLOGY FORMATION by O. N. Yurkova

“…The aim of this work is to develop methods for automated text analysis and the retrieval of relevant data from full-text documents, as well as applying semantic text analysis methods for using linguistic ontologies as formalised models of subject area representation. …”
Get full text

Leveraging large language models for data analysis automation. by Jacqueline A Jansen, Artür Manukyan, Nour Al Khoury, Altuna Akalin

“…Data analysis is constrained by a shortage of skilled experts, particularly in biology, where detailed data analysis and subsequent interpretation is vital for understanding complex biological processes and developing new treatments and diagnostics. …”
Get full text

Intellectual Data Analysis as a Component of Education Management by I. I. Ovsyanitskaya

“…The author recommends the ways for developing the patterns underlying the Data mining methods. …”
Get full text

Correcting for Signal Saturation Errors in the Analysis of Microarray Data by L.-L. Hsiao, R.V. Jensen, T. Yoshida, K.E. Clark, J.E. Blumenstock, S.R. Gullans

“…A variety of technical errors have arisen in data analysis when using cDNA or oligonucleotide microarrays. …”
Get full text

Modern Bioinformatics Solutions Used for Genetic Data Analysis by Ya. A. Kibirev, A. V. Kuznetsovskiy, S. G. Isupov, I. V. Darmov

“…For each stage bioinformation utilities have been developed, differing  in implemented analysis algorithms. …”
Get full text

Self-supervised feature learning for acoustic data analysis by Ahmet Pala, Anna Oleynik, Ketil Malde, Nils Olav Handegard

Get full text

Analysis of Software Read Cross-Contamination in DNBSEQ Data by Dmitry N. Konanov, Vera Y. Tereshchuk, Ignat V. Sonets, Elena V. Korneenko, Aleksandra V. Lukina-Gronskaya, Anna S. Speranskaya, Elena N. Ilina

“…Given their unprecedentedly high data yield per flow cell, the new PE300 kits could be a great choice for various sequencing tasks, but we found that combining different types of DNA libraries in a single run could lead to undesired artifacts in the data. …”
Get full text

Key Risk Factors, Sex Differences, and the Influence of High-Intensity Exercise on Colorectal Carcinogenesis: A 10-Year Cohort Study Based on 1,120,377 Individuals from the NHISS D... by Hyunseok Jee

Subjects: Get full text

Developing PM₂.₅ mitigation solutions based on the analysis of the relationships between PM₂.₅ concentrations and precursor factors: a case study of Hanoi, Vietnam by Long Ta Bui, Binh Quoc Pham, Tho Thi Be Cao

“…To achieve this goal, a new approach has been developed based on the combination of modeling and big data technology, clarifying the relationship between the spatial–temporal distribution of PM2.5 pollution and the emission sources of its precursors. …”
Get full text

Capturing research literature attitude towards sustainable development goals: an LLM-based topic modeling approach by Francesco Invernici, Francesca Curati, Jelena Jakimov, Amirhossein Samavi, Anna Bernasconi

Subjects: Get full text

Computer visualization in curve breathing analysis by Olga G. Berestneva, Gennady E. Shevelev, Ivan A. Lyzin

Get full text

Bioinformatic challenges for pharmacogenomic study: tools for genomic data analysis by Mariamena Arbitrio, Marianna Milano, Maria Lucibello, Emanuela Altomare, Nicoletta Staropoli, Nicoletta Staropoli, Pierfrancesco Tassone, Pierfrancesco Tassone, Pierosandro Tagliaferri, Pierosandro Tagliaferri, Mario Cannataro, Giuseppe Agapito

“…In this review, starting from our experience in PGx studies performed by DMET microarray platform, we propose a guideline combining machine learning, statistical, and network-based approaches to simplify and better understand complex DMET PGx data analysis which can be adapted for broader PGx applications, fostering accessibility to high-performance bioinformatics, also for non-specialists. …”
Get full text