Elevated few-shot network intrusion detection via self-attention mechanisms and iterative refinement. by Congyuan Xu, Yong Zhan, Guanghui Chen, Zhiqiang Wang, Siqing Liu, Weichen Hu

“…Experimental results indicate that this method achieved detection rates of 99.90% and 98.23% on the CICIDS2017 and CICIDS2018 datasets, respectively, using only 10 samples.…”
Get full text

Multi-Scenario Robust Distributed Permutation Flow Shop Scheduling Based on DDQN by Shilong Guo, Ming Chen

“…In order to address the Distributed Displacement Flow Shop Scheduling Problem (DPFSP) with uncertain processing times in real production environments, Plant Simulation is employed to construct a simulation model for the MSRDPFSP. …”
Get full text

Adaptive Filtering for Channel Estimation in RIS-Assisted mmWave Systems by Shuying Shao, Tiejun Lv, Pingmu Huang

“…This integration enhances data transmission rates and broadens coverage areas, but challenges in channel estimation (CE) remain due to the limitations of the signal processing capabilities of RIS. …”
Get full text

Viability of the probiotic Lactobacillus plantarum microencapsulated in skim milk and maltodextrin: Implications for nutritional and functional uses by Damayanthi Evy, Ida Rianti Eny, Yopi, Rizqiati Heni

“…The viability of microencapsulated and free cells of L. plantarum was tested under simulated gastrointestinal conditions and during storage at 4 ºC and room temperature for 30 days. Subsequently, the data were analyzed using ANOVA, revealing that skim milk and maltodextrin significantly enhanced probiotic survival, with retention rates of 92.19% (8.79 log CFU/g) and 90.53% (8.61 log CFU/g), respectively. …”
Get full text

The Impact of Value Chains on Food Security by Elena G. Kazantseva, Igor I. Lyamkin

“…The study was based on a systematic analysis of data obtained from national statistical services, information and rating agencies, international organizations, etc. …”
Get full text

From Labquakes to Megathrusts: Scaling Deep Learning Based Pickers Over 15 Orders of Magnitude by Peidong Shi, Men‐Andrin Meier, Linus Villiger, Katinka Tuinstra, Paul Antony Selvadurai, Federica Lanza, Sanyi Yuan, Anne Obermann, Maria Mesimeri, Jannes Münchmeyer, Patrick Bianchi, Stefan Wiemer

“…We develop an open‐source Python module quakephase that implements these methods and can flexibly process input continuous seismic data of any sampling rate. …”
Get full text

Automatic Detection and Unsupervised Clustering-Based Classification of Cetacean Vocal Signals by Yinian Liang, Yan Wang, Fangjiong Chen, Hua Yu, Fei Ji, Yankun Chen

“…Manual detection for a large amount of PAM data is inefficient and time-consuming. To extract useful features from a large amount of PAM data for classifying different cetacean species, we propose an automatic detection and unsupervised clustering-based classification method for cetacean vocal signals. …”
Get full text

Preparation and characterization of nanocomposite textile filter for separation of the oil/water mixture using PA-PVA blends reinforced with carbon nanoparticles by Rusul Mohamed Darweesh, Balqees Mohamed Al-dabbag, Hanaa Jawad Kadhim

“…As well as, the characterization of the water/oil mixture was tested before the filtration process and after it. According to the SEM data, smooth and homogeneous nanofibers with an approximate diameter of 350 nm and open porosity morphology were produced using the electrospinning approach. …”
Get full text

InSAR-aided mapping and zonation of deep-seated gravitational slope deformation (DSGSD) in slate slopes by Cheng-Han Lin, Ming-Lang Lin

“…Deep-seated gravitational slope deformation (DSGSD) is a rock mass wasting process featuring a slow movement rate at the mountain scale. …”
Get full text

ROLE OF TARGETED THERAPY IN THE COMBINATION TREATMENT OF PATIENTS WITH KIDNEY CANCER AND METASTATIC BRAIN INVOLVEMENT by D. R. Naskhletashvili, V. A. Gorbunova, A. Kh. Bekyashev, V. B. Karakhan, E. A. Moskvina, E. V. Prozorenko

“…Systemic drug therapy has recently played a more and more increasing role in the treatment of patients with a progressive brain tumor process. At the same time, there are no exact pharmacokinetic data on drugs registered for the treatment of disseminated KC in respect to their concentration in the human central nervous when they are used in therapeutic doses. …”
Get full text

Prevalence and survival of patients with nasopharyngeal malignancies (C11) (clinical and population-based study) by V. M. Merabishvili, Z. A.‑G. Radzhabova, A. B. Vasil’ev, A. L. Popova, M. A. Radzhabova, D. A. Chuglova, A. S. Mitrofanov

“…Hertsen moscow Oncology Research Institute and the N.N. petrov National medical Research Center for Oncology were used. Data processing was preformed using mS Excel 2013–2016 and STATISTICA 6.1 licensed software. …”
Get full text

Impact of Essential Feed Crops and Feed Additives on Red Meat and Milk Markets by Nihat Fidan, Zeki Bayramoğlu

“…All feeds used in animal nutrition are classified in various ways, including raw, semi-processed and processed, depending on the additives they contain. …”
Get full text

Digitized Cursive Handwriting for Determining FMS in Early School-Age Children by Nurul Zainal Fanani, Ika Widiastuti, Khamid, Laszlo T. Koczy

“…The study involved 40 1st and 2nd-grade students from various elementary schools. The data recording process generated substantial raw datasets. …”
Get full text

Population Management: A Tool to Improve Timely Care in Pediatric and Young Adult Patients with Inflammatory Bowel Disease by Erealda Prendaj, Sharon Thomas, Gitit Tomer

“…We used the Pareto chart, key drivers, and process flow mapping and implemented changes using Plan-Do-Study-Act (PDSA) cycles to improve follow-up visit rates. …”
Get full text

Emerging Technologies for 6G Non-Terrestrial-Networks: From Academia to Industrial Applications by Cong T. Nguyen, Yuris Mulya Saputra, Nguyen Van Huynh, Tan N. Nguyen, Dinh Thai Hoang, Diep N. Nguyen, Van-Quan Pham, Miroslav Voznak, Symeon Chatzinotas, Dinh-Hieu Tran

Get full text

Multiradar Collaborative Task Scheduling Algorithm Based on Graph Neural Networks with Model Knowledge Embedding by Haoqing LI, Dian YU, Changchun PAN, Wenxian YU, Dongying LI

“…The diversity of task types, limited data resources, and strict execution time requirements make radar task scheduling a strongly NP-hard problem. …”
Get full text

Synergistic effect of Co3O4/CdAl2O4 nanocomposite for photocatalytic decontamination of organic dyes under visible light irradiation by Zahra araei, Mohsen ghorbani

“…The experimental data fit well with this model, allowing calculation of the reaction rate constant and activation energy determination. …”
Get full text

Impact of Systematic Modeling Uncertainties on Kilonova Property Estimation by D. Brethauer, D. Kasen, R. Margutti, R. Chornock

“…Atomic data of light r -process elements can strongly affect blue emission. …”
Get full text

The State and Prospects of Using Digital HR Tools by Russian Companies by N. V. Lomonosova, E. A. Yakimova

“…The objectives of the present research: to determine whether companies really need to digitalize HR processes, to evaluate the rate of usage of automated services in HR, to analyze the most popular HR tools and to assess the applicability for different companies, to identify the correlation between the level of digitalization of companies and human capital. …”
Get full text

Multiple Coupled Mathematical Model for Radionuclide Electromigration Experiments in Granites by Xiao-jie LI, Kai-xuan TAN, Long-cheng LIU, Yong-mei LI, Chun-guang LI, Zhi ZOU, Qi LIU

“…In this study, an advection-dispersion model for primary kinetic adsorption was developed, introducing a primary adsorption rate coefficient β to describe the kinetic adsorption phenomenon. …”
Get full text