Automatic Seed Word Selection for Topic Modeling by Dahyun Jeong, Jeongin Hwang, Yunjin Choi, Yoon-Yeong Kim

“…Both are limited by scalability and susceptible to human bias, particularly when dealing with unstructured real-world data. As a result, the selection of seed words in unsupervised settings remains underexplored. …”
Get full text

Results of modern radiation-hygienic surveys of settlements of Bryansk Oblast of the Russian Federation bordering the Republic of Belarus. Part 1: Characteristics of the settlement... by I. K. Romanovich, A. B. Bazyukin, A. N. Barkovsk, A. M. Biblin, A. A. Bratilova, G. Ya. Bruk, K. V. Varfolomeev, A. V. Gromov, E. A. Drozdova, T. V. Zhesko, S. A. Ivanov, M. V. Kaduka, T. A. Kormanovskaya, O. S. Kravtsova, V. A. Nekrasov, V. P. Ramzaev, K. A. Saprykin, N. V. Titov, O. A. Isakov, E. I. Zlotnikova, A. G. Sosnitskiy, V. I. Filin, A. V. Kudryashov, A. A. Ladik, V. A. Lalayan

“…The modern demographic composition of the population is considered; the structure of private subsidiary plots is investigated. …”
Get full text

Alcohol consumption patterns in Russia according to the ESSE-RF study: is there a COVID-19 trace? by S. A. Maksimov, S. A. Shalnova, Yu. A. Balanova, A. V. Kontsevaya, A. E. Imaeva, V. A. Kutsenko, G. A. Muromtseva, M. B. Kotova, N. S. Karamnova, S. E. Evstifeeva, A. V. Kapustina, O. A. Litinskaya, M. S. Pokrovskaya, E. B. Yarovaya, T. V. Repkina, T. O. Gonoshilova, A. V. Kudryavtsev, N. I. Belova, L. L. Shagrov, M. A. Samotrueva, A. L. Yasenyavskaya, E. N. Chernysheva, S. V. Glukhovskaya, I. A. Levina, E. A. Shirshova, E. B. Dorzhieva, E. Z. Urbanova, N. Yu. Borovkova, V. K. Kurashin, A. S. Tokareva, Yu. I. Ragino, G. I. Simonova, A. D. Khudyakova, V. N. Nikulin, O. R. Aslyamov, G. V. Khokhlova, A. V. Solovyova, A. A. Rodionov, O. V. Kryachkova, Yu. Yu. Shamurova, I. V. Tantsyreva, I. N. Baryshnikova, M. G. Ataev, M. O. Radjabov, M. M. Isakhanova, M. A. Umetov, L. V. Elgarova, I. A. Khakuasheva, E. I. Yamashkina, M. V. Esina, T. A. Kunyaeva, A. M. Nikitina, N. V. Savvina, Yu. E. Spiridonova, A. Keskinov, A. Yu. Yakovchik, V. S. Yudin, S. M. Yudin, O. M. Drapkina

“…Data from following cross-sectional sections of the ESSE-RF study were used: 2013-2014, 2017, 2020-2022. …”
Get full text

Online Job Portals: the Future of Labor Market Regulation in the Republic of Belarus by E. V. Vankevich, O. V. Zaitseva

“…The authors determined the scope and features of the presentation of information about the labor market on online job portals, revealed differences in the formation and structuring of information, substantiated the need to use the data of online job portals in the Republic of Belarus to obtain a comprehensive picture of the labor market, since they cover different segments of the Belarusian labor market. …”
Get full text

A novel approach for detecting malicious hosts based on RE-GCN in intranet by Haochen Xu, Xiaoyu Geng, Junrong Liu, Zhigang Lu, Bo Jiang, Yuling Liu

“…Firstly, the network state is unstructured data that dynamically changes in real-time. …”
Get full text

The Effect of Game-Based Learning Model Supported by ROMERE Teaching Aids on Elementary School Students' Learning Activity by Miftahul Jannah, Anni Malihatul Hawa

“…The research population involved all students at SDN Langensari 02 Ungaran Barat, consisting of class III A students (as a control class) and class III B students (as an experimental class). The data collection technique used was non-test, in the form of questionnaire sheets, observation sheets, unstructured interview sheets, and documentation (photos/pictures). …”
Get full text

Analysis of Students Specializing and Generalizing Thinking in Three-Dimensional Geometry by Moh. Fauzi Jamiludin, Abi Suwito, Susanto, Frenza

“…Data were collected through geometry problem-solving tasks and unstructured interviews, and analyzed using Stacey’s cognitive framework of mathematical thinking. …”
Get full text

CHALLENGES AFFECTING THE COMMERCIALIZATION OF INTELLECTUAL PROPERTY RIGHTS IN THE GAMBIA’S TEXTILE INDUSTRY by Muhamed Lamin Ceesay

“…Participants were selected through a purposive sampling, and data for this research was collected through focus group discussion with producers, retailers and users of textile; unstructured interviews with three heads of institutions; and an observational study with producers. …”
Get full text

Numeracy Skills Of Junior High School Students In Doing AKM (Minimum Competency Assessment) Type Problems by Iffah Fathimatuzzahro, Sumartono, Lusiana Prastiwi

“…This study used a qualitative descriptive method. Data collection techniques in this study were written tests and unstructured interviews. …”
Get full text

Social Science Print Comic Media with Contextual Approach and Its Effect on Literacy Ability of Left-handed Students by Ni Wayan Nik Sri Artini, I Wayan Sujana

“…Subjects included content, design, learning media experts, and 15 left-handed students. The data in this study were collected using the method of tests, questionnaires, observation, and unstructured interviews. …”
Get full text

Measurement-guided therapeutic-dose prediction using multi-level gated modality-fusion model for volumetric-modulated arc radiotherapy by Changfei Gong, Changfei Gong, Changfei Gong, Yuling Huang, Yuling Huang, Yuling Huang, Junming Jian, Junming Jian, Junming Jian, Wenheng Zheng, Wenheng Zheng, Wenheng Zheng, Xiaoping Wang, Xiaoping Wang, Xiaoping Wang, Shenggou Ding, Shenggou Ding, Shenggou Ding, Yun Zhang, Yun Zhang, Yun Zhang

“…Quantitative experimental predictions show that the proposed model achieved the lowest values for the mean absolute error (37.99) and root mean square error (4.916), and the highest values for the peak signal-to-noise ratio (52.622), structural similarity (0.986) and universal quality index (0.932). …”
Get full text

Cross-species comparison of rodent and human decision-making in the Iowa Gambling Task in select neurological and psychiatric disorders: translational approach to examine age- and... by Varsha Singh, Manjari Tripathi, Sarat P. Chandra, Rohit Verma, Sushil Kumar Jha, Harvinder Singh Chhabra, Mrinmoy Chakravarty, Mrinmoy Chakravarty, Shambhovi Mitra, Indupriya B, Ankit Jha, Sakshi Sharma, Jyotsna Pandey, Divyanshi Pandey, Insha Shamshad, Ekta Ahlawat, Titli Saha, Chloé César, Suman Jain

“…This non-analogous structural–functional mapping of brain regions and cognitive deficits result in rodent models that fail to establish causal links of brain pathophysiology and clinical conditions, and the model remains a poor depiction of cognitive deficits experienced by humans. …”
Get full text

High-Dose Ceftriaxone in Elderly Patients with Enterococcal Infective Endocarditis: Population Pharmacokinetics of Free Ceftriaxone and Dose Optimization by Beatriz Fernández Rubio, Fernando Docobo Pérez, Laura Herrera Hidalgo, Luis Eduardo López-Cortés, Rafael Luque Márquez, José Manuel Lomas Cabezas, Luis Fernando López-Cortés, Marta Mejías Trueba, Ana Belén Guisado Gil, Alicia Gutiérrez Valencia, Arístides de Alarcón González, María Victoria Gil Navarro

“…Ceftriaxone free concentration was measured at three time-points: before the administration (C_min) and two and four hours after ceftriaxone administration (C₂ and C₄). Both structural and covariate population pharmacokinetic models were built. …”
Get full text

Bias Mitigation in Primary Health Care Artificial Intelligence Models: Scoping Review by Maxime Sasseville, Steven Ouellet, Caroline Rhéaume, Malek Sahlia, Vincent Couture, Philippe Després, Jean-Sébastien Paquette, David Darmon, Frédéric Bergeron, Marie-Pierre Gagnon

“…Algorithmic preprocessing methods, such as relabeling and reweighing data, along with natural language processing techniques that extract data from unstructured notes, showed the greatest potential for bias mitigation. …”
Get full text

Age-dependent effect of environmental enrichment on the neural 3D chromatin interactome by Javier Gancedo-Verdejo, Rocío G. Urdinguio, Juan Ramón Tejedor, Raúl F. Pérez, Alfonso Peñarroya, Pablo Santamarina-Ojeda, Annalisa Roberti, Jennifer M. Kefauver, Carlota Álvarez-Díaz, Mar Rodríguez-Santamaría, José Luis Trejo, Laureano Tomás-Daza, Llorenç Rovirosa, Biola M. Javierre, Agustín F. Fernández, Mario F. Fraga

“…We also integrated liCHi-C data with RNA sequencing (RNA-seq) data to identify functional implications. …”
Get full text

Extension of the CityGML Schema for a New Model of Accessible Urban Environment by F. Di Stefano, E. S. Malinverni

“…The process involves with data management by means mobile mapping system, followed by 3D modeling and semantic structuring in a GIS geodatabase. …”
Get full text

Large language models-enabled digital twins for precision medicine in rare gynecological tumors by Jacqueline Lammert, Nicole Pfarr, Leonid Kuligin, Sonja Mathes, Tobias Dreyer, Luise Modersohn, Patrick Metzger, Dyke Ferber, Jakob Nikolas Kather, Daniel Truhn, Lisa Christine Adams, Keno Kyrill Bressem, Sebastian Lange, Kristina Schwamborn, Martin Boeker, Marion Kiechle, Ulrich A. Schatz, Holger Bronger, Maximilian Tschochohei

“…Molecular tumor boards accelerate access to effective therapies by tailoring treatment based on biomarkers, beyond cancer type. Unstructured data that requires manual curation hinders efficient use of biomarker profiling for therapy matching. …”
Get full text

Applications of machine learning in potentially toxic elemental contamination in soils: A review by Yan Li, Bao Xiang, Tianyang Wang, Yinhai He, Xiaoyang Liu, Yancheng Li, Shichang Ren, Erdan Wang, Guanlin Guo

“…Machine learning (ML) techniques have emerged as promising tools in environmental studies because of their superiority in processing high-dimensional and unstructured data. However, critical evaluations of contemporary ML applications and methods in PTEs content, distribution, and identification remain scarce. …”
Get full text

Effect of mycorrhiza, pseudomonas bacteria and humic acid on growth indices of bean (Phaseolus vulgaris L.) by Neda Jadidoleslam, Shahin Shahsavani, Shahrokh Garangic

“…Increasing use of chemical fertilizer which has negative effect on soil structure which cause unbalance on physical and chemical propertied of soil which ultimately reduce nutrient element absorption. …”
Get full text

Comparison of Fuzzy-AHP and ANP Decision Making Methods to Assess the Ecological Capability of Ecotourism Application (Case study: Dehloran National Natural Monuments) by Mohsen Tavakoli

“…The present study is based on the ecological parameters (physical and biological) to assess the ecological capability of agriculture land use including physiographic (percent slope) (So), precipitation (Cp), temperature (Ct), distance from water sources (Wc), soil depth (Pd), soil erosion (Es), soil structure (Ps), soil texture (Pte), soil drainage (Pdr) and vegetation types (Vgo). …”
Get full text