Automated deep-learning model optimization framework for microcontrollers by Seungtae Hong, Gunju Park, Jeong-Si Kim

“…We focus on model optimization techniques, particularly pruning and quantization, to enhance the performance of neural networks within the lim-ited resources of MCUs. …”
Get full text

Resource Allocation for Federated Learning With Highly Distorted Model by Ryu Junewoo, Nguyen Xuan Tung, Minh-Duong Nguyen, Quang-Vinh do, Won-Joo Hwang

“…Therefore, existing communication-effective federated learning (FL) approaches (e.g., model quantization, data sparsification, and model compression) incurred a considerable trade-off between communication efficiency and global convergence rate when an extreme encryption rate is applied. …”
Get full text

Comparison of the Clinical Outcomes and Efficiencies of HIFU (High-Intensity Focused Ultrasound), Da Vinci Robotic Surgery and Laparoscopic Surgery for Uterine Fibroids: A Systemat... by Altangerel Otgontuya, Cherng-Jye Jeng, Trong-Neng Wu, Linus T. Chuang, Jenta Shen

“…Background: To compare the clinical outcomes and treatment efficiencies of advanced surgical treatments including High-Intensity Focused Ultrasound (HIFU), robotic surgery and laparoscopic surgery in the uterine fibroid patients. …”
Get full text

Updates on Strawberry DNA Testing and Marker-Assisted Breeding at the University of Florida by Yoon Jeong Jang, Youngjae Oh, Sujeet Verma, Mark E. Porter, Cheryl Dalid, Cheol-Min Yoo, Zhen Fan, Cas W. Willborn, Koeun Han, Do-Sun Kim, Vance M. Whitaker, Seonghee Lee

Get full text

Application of Adaptive Search Window-Based Nonlocal Total Variation Filter in Low-Dose Computed Tomography Images: A Phantom Study by Hajin Kim, Bo Kyung Cha, Kyuseok Kim, Youngjin Lee

“…This study models an adaptive nonlocal total variation (NL-TV) algorithm that efficiently reduces noise in X-ray-based images and applies it to low-dose CT images. …”
Get full text

Antiproliferative and Morphological Effects of Fenretinide Lipid Nanosystems in Colon Adenocarcinoma Cells by Lorenzo Anconelli, Francesca Farioli, Pietro Lodeserto, Aikaterini Andreadi, Francesca Borsetti, Manuela Voltattorni, Lucrezia Galassi, Martina Rossi, Giovanna Farruggia, Paolo Blasi, Isabella Orienti

“…<b>Results:</b> Fenretinide in phosphatidylcholine nanosystems was more active than free fenretinide in inhibiting HT-29 cells’ proliferation, as indicated by quantitative phase imaging data. Indeed, encapsulated fenretinide increased duplication time, decreased dry mass and decreased the rate of cell growth more efficiently than fenretinide. …”
Get full text

Advancing schistosomiasis surveillance: standardization and application of an environmental DNA (eDNA)-based approach for detecting Schistosoma mansoni in Brazil by Sandra Grossi Gava, Isadora Rodrigues de Carvalho, Marcello Otake Sato, Megumi Sato, Natália de Melo Nasser Fava, Patrícia Martins Parreiras, Aureo Almeida de Oliveira, Sueleny Silva Ferreira Teixeira, Adelina Junia Lourenço, Omar dos Santos Carvalho, Lângia Colli Montresor, Marina Moraes Mourão, Roberta Lima Caldeira

“…All three molecular assays efficiently detected S. mansoni DNA only from eDNA samples from tanks with infected snails. …”
Get full text

Candidate gene identification and marker development for seed coat peeling rate in peanut (Arachis Hypogaea L.) by Hongfei Liu, Ziqi Sun, Feiyan Qi, Xiao Wang, Meng Zhang, Juan Wang, Xiaobo Wang, Ziqiang Mo, Mingbo Zhao, Chenyang Zhi, Mengmeng Wang, Zhiyuan Zhou, Linhong Xu, Wenzhao Dong, Zheng Zheng, Xinyou Zhang

“…A genome-wide association study (GWAS) was conducted on a natural population comprising 353 peanut accessions, while quantitative trait locus (QTL) mapping was performed using a recombinant inbred line (RIL) population of 521 lines derived from YZ9102 and WT09-0023. …”
Get full text

The soft criteria of competitiveness: A symbiosis of trust and knowledge by Andrea Bencsik, Timea Juhasz

“…The majority of research on competitiveness is based on the analysis of quantitative data. There is significantly less research on the soft elements of competitiveness. …”
Get full text

Some estimates of the book collection accession dynamics in the Library on Natural Sciences of the Russian Academy of Sciences by N. E. Kalenov

“…It gives the general annual quantitative characteristics of domestic and foreign publications acquisition. …”
Get full text

Monitoring of Performance of Russian Higher Education Organizations: Panel Data, 2015-2023 by Katerina S. Guba, Ruslan K. Kuchakov

“…By making panel data available in a format suitable for quantitative analysis, we can expect to broaden the reach of higher education researchers. …”
Get full text

THE ESSENCE AND SPECIFIC FEATURES OF ENTREPRENEURIAL STRUCTURES’ STRATEGIC DEVELOPMENT by Lidiya S. Leont'eva, Anna V. Churashkina

“…On this foundation the author formed understanding of entrepreneurial structures’ strategic development as a synthetic process of changing their activity and efficiency. According to the author, parameters of activity and efficiency are related to strategic characteristics and their change shows quantitative and qualitative aspects of entrepreneurial structures’ strategic development. …”
Get full text

A Framework for the Profitable Integration of Distributed Ledger Technologies in Enterprise Networks by Tan Gürpinar, Michael Henke, Boris Düdder

Get full text

The Relationship between Lean Practices and Organizational Performance: An Analysis of Operations Management in a Public Institution by Patricia Inês Schwantz, Leander Luiz Klein, Eugênio de Oliveira Simonetto

Get full text

The Culture of Conflict Resolution and its Influence on Employee Retention: A Study of Russian Companies by J. P. Bayer, J. V. Krivobokov, M. V. Gavrilov, V. A. Vasilyeva

Get full text

Theoretical and Numerical Research on High-Speed Small Refrigeration Twin-Screw Compressor by Kai Ma, Xiaokun Wu, Huaican Liu, Dantong Li, Zhilong He

“…A normalized analysis established quantitative evaluation criteria for geometric performance, while an exergy analysis model assessed leakage exergy losses. …”
Get full text

The effective management component is the basis for increasing innovative potential by L.V. Shytikova

“…More thorough research of qualitative and quantitative characteristics of this category of workers is offered, which determines their managerial professionalism: scientific and production experience; appropriate qualification; professional level; other qualities.…”
Get full text

Empirical analysis of control models for different converter topologies from a statistical perspective by Hole Shreyas Rajendra

“…Each of these models vary in terms of their internal operating characteristics, and showcase highly variant quantitative and qualitative performance under different loads. …”
Get full text

Assessment of Photosynthetic Carbon Capture versus Carbon Footprint of an Industrial Microalgal Process by Arthur Oliver, Cristobal Camarena-Bernard, Jules Lagirarde, Victor Pozzobon

“…In this view, this work provides a quantitative assessment of the extent microalgal processes compensation for their carbon dioxide emissions. …”
Get full text

Review: Homeostatic boundaries to dietary Zn, Cu and Mn supply in cattle by J.B. Daniel, J. Martín-Tereso

“…The first part of this review summarises quantitative evidence illustrating homeostatic competence of cattle to adapt apparent absorption efficiency, demonstrating a much greater than assumed resilience to low dietary supply. …”
Get full text