Using Permutation-Based Feature Importance for Improved Machine Learning Model Performance at Reduced Costs by Adam Khan, Asad Ali, Jahangir Khan, Fasee Ullah, Muhammad Faheem

“…Moreover, the Permutation Feature Importance (PFI)-based model-agnostic method was employed to identify the top ten features most critical for model accuracy and efficiency. …”
Get full text

A Novel Smart Molecular Fuzzy Decision Support System for Solid-State Battery Investments in Grid-Level Renewable Energy Storage by Gang Kou, Hasan Dincer, Serhat Yuksel, Edanur Ergun, Serkan Eti

“…It is very necessary to determine the most critical indicators to improve the performance of solid-state battery investments. …”
Get full text

OPTIMASI PENJADWALAN PROYEK DENGAN PENYEIMBANGAN BIAYA MENGGUNAKAN KOMBINASI CPM DAN ALGORITMA GENETIKA by Riza Arifudin

“…The project scheduling must be prepared systematically by using resources effectively and efficiently so that project objectives can be achieved optimally. …”
Get full text

Photodynamic therapy use for malignant neoplasms of extrahepatic bile ducts and major duodenal papilla in inoperable patients by E. Ph. Stranadko, R. N. Komarov, S. V. Morozov, A. I. Lobakov, V. A. Morokhotov, Yu. I. Zakharov, Yu. K. Bogomazov, M. V. Riabov, V. K. Shubin, P. B. Flegontov, N. V. Karpov

“…The dependence of patients' life expectancy on the number of PDT sessions during a year was revealed and the comparative analysis of two groups of photosensitizers (PS) efficiency was carried out.Research purpose: to estimate the effectiveness of photodynamic therapy (PDT) in treatment of VUC and IBD cancer; to determine the reasonability of repeated PDT courses and time intervals between them; to compare the effectiveness of photosensitizers Photodetazine and Photosens in treatment of these patients.Materials and Methods. …”
Get full text

Comparison of Language Models in Skills Extraction From Vacancies and Resumes by Lyubov Komarova, Vladimir Soloviev, Alexey Kolosov

“…Experiments have shown that language models are superior to numerical methods in terms of accuracy and flexibility in determining the capabilities of a text. …”
Get full text

Quantitative Study of Vitamin K in Plants by Pressurized Liquid Extraction and LC-MS/MS by Iryna Bryshten, Łukasz Paprotny, Małgorzata Olszowy-Tomczyk, Dorota Wianowska

“…The health-promoting properties of vitamin K stimulate the growing interest in this compound, which translates into the development of new analytical methodologies for its determination. New, more efficient methods of its isolation are sought, paying increasingly more attention to the methods within currently available extraction techniques that, owing to the optimization of the process, not only increase the extraction efficiency but are also economical and environmentally friendly. …”
Get full text

Enhanced novelty approaches for resource allocation model for multi-cloud environment in vehicular Ad-Hoc networks by R. Augustian Isaac, P. Sundaravadivel, V. S. Nici Marx, G. Priyanga

“…This strategic resource allocation optimally schedules resources within the Vehicular Edge computing (VEC) network, ensuring the most efficient utilization. The proposed method begins by the meticulous feature extraction from the Vehicular network model, with attributes such as mobility patterns, transmission medium, bandwidth, storage capacity, and packet delivery ratio. …”
Get full text

Catalytic Hydrothermal Liquefaction of Artichoke Residues (Cynara Scolymus L.) to Valuable Chemicals by Levent Ballice, Mithat Yüksel, Mehmet Sağlam, Dilek Selvi Gökkaya

“…According to one of the present methods of chemical conversion, cellulose and hemicellulose parts of the plant biomass can be converted to platform chemicals by hydrolysis, dehydration and rehydration reactions in the presence of acidic medium. …”
Get full text

CAD-ViT: Coordinate Attention-Enhanced Vision Transformer With Dilated Feature Fusion for Diabetic Retinopathy Staging by Ye Wang, Xiaofang Gou, Wenman Li

“…Efficient and accurate network models are essential for clinical applications. …”
Get full text

Shock and Vibration of Rainfall on Rotational Landslide and Analysis of Its Deformation Characteristics by Li Weiguo, Liu Yali, Chen Yanhong, Yang Libing

“…There are monitoring methods that enable efficient acquisition of real-time data to facilitate comprehensive research on landslides. …”
Get full text

A Comparative Study on Acoustic Optimization and Analysis of CLD/Plate in a Cavity Using ESO and GA by Dongdong Zhang, Shuwen Wang, Ling Zheng

“…The results demonstrate effectiveness of the two methods, and ESO is more efficient to obtain deterministic and more practical optimal CLD material layouts for minimizing sound radiation power. …”
Get full text

Isotope Mass Spectrometry as a Tool for Identifying Organic Tomatoes (Solanum lycopersicum L.) by Lev A. Oganesyants, Alexander L. Panasyuk, Elena I. Kuzmina, Dmitry A. Sviridov, Mikhail Yu. Ganin, Alexei A. Sсhilkin

“…However, the agricultural industry often lacks instrumental methods to confirm the organic status of tomatoes. …”
Get full text

Technical effectiveness of insecticides against oriental fruit mothand paech twigborerin peachorchards of the South of Ukraine by І. Yudytska, Yu. Klechkovskyi

“…Methods. Field methods. Technical effectiveness of insecticides was determined in peach orchards of Redhaven and Zolota Moskva cultivars. …”
Get full text

Evaluating the level of digitalization of the innovation process with artificial intelligence approach in the digital transformation of knowledge-based companies by ali Bagheri, reza radfar, sepehr ghazinoory

“…The results of 188 indicators were distributed in the form of a 5-point Likert questionnaire and by Delphi method in two times among 18 experts in this field. …”
Get full text

The Lawyer as Conflict Manager: Exploring the Lawyer’s Role in ADR, Especially as an Advisor in Mediation and as Lawyer-Mediator in Germany by Roland Fritz, Julia Lefèvre

“…Lawyers can act as advisors, guiding clients to select and engage in ADR processes tailored to their needs, or as mediators, facilitating neutral, self-determined outcomes. The article examines key ADR methods, including mediation, collaborative practice, and procedural hybrids like med-arb, highlighting their applications, advantages and challenges. …”
Get full text

The role of SMEs development on poverty alleviation in Nigeria by Solomon Akpoviroro Kowo, Olusegun Adeleke Oba Adenuga, Olalekan Owotutu Sabitu

“…The sample size was determined using Yamane formula. The data was analysed using manual and electronic based methods with the aid of data preparation grid and statistical package for the social sciences, (SPSS) statistical package version 21.0. …”
Get full text

Expert Evaluation in the Flow of Information Science by Doris Dekleva Smrekar, Polona Vilar

“…Quality and responsiveness of scientific research are determined by using bibliometric methods and on the base of expert evaluation. …”
Get full text

Experimental Pharmacological Research Regarding the Potential Antidepressant Activity Induced by Some Newly Synthesised Dibenzo[a,d]cycloheptene Compounds by Emil Ștefănescu, Corina Scutari, Ioana Păunică, Adrian Junghină

“…Depression is a relatively frequent encountered mental disorder in the general population, affecting both the quality of the individual life and its ability to perform the social tasks; it is generally accepted that new studies related to this pathologic condition are further necessary, in order to identify more adequate, efficient and accessible therapeutic compounds. Materials and methods. …”
Get full text

A Two-echelon Model of Location-routing Problem for Optimizing Relief Operations in Natural Disasters by Hossein Jamali, Mehdi Kabiri Naeini, Zeynab Elahi

“…Results The developed GA was efficient and converged to the optimal solution. The sensitivity analysis results showed that two-echelon methods provide significantly better results than single-echelon methods. …”
Get full text

Predictive value of ASCA and ANCA in inflammatory bowel diseases by D. A. Kuznetsova, S. V. Lapin, O. B. Shchukina, I. V. Gubonina, A. A. Kamanin

“…The level of antibodies to ASCA IgA and IgG was measured by the ELISA method (ORGENTEC Diagnostika GmbH, Germany), ANCA IgG was determined by the IIF method of the Granulocyte Mosaic test system (EUROIMMUN AG, Germany).Results. …”
Get full text