iCNN-LSTM+: A Batch-Based Incremental Ransomware Detection System Using Sysmon by Jamil Ispahany, Md Rafiqul Islam, M. Arif Khan, Md Zahidul Islam

“…The iCNN-LSTM+ model attains the highest WES among CNN-LSTM architectures, demonstrating its efficiency in real-world applications. Furthermore, parallel LSTM processing with attention mechanisms enhances throughput, making the system scalable for large-scale deployments. …”
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Exploring the potential location of future earthquakes in Harrat Lunayyir, Western Saudi Arabia by Ali Abdelfattah, Chokri Jallouli, Hassan Alzahrani, Saleh Qaysi, Mohammed Fnais, Abdullah Al-Amri

“…Coulomb stress analysis identified positive stress patterns aligned with a north-northwest (NNW) trend, parallel to the Red Sea rift axis, while negative stress patterns were distributed both eastward and westward. …”
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The Interaction Between Renewable Energy Consumption and the Institutional Framework from a Circular Economy-Based Perspective by Adriana Florina Popa, Valentin Burcă, Daniela Nicoleta Sahlian, Daniela Livia Trașcă

“…Among the directions prescribed by the European Green Deal, we find an increase of renewable energy (RE) consumption in parallel with improving energy efficiency and reducing the energy sources that involve significant negative environmental impact in the long run. …”
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Interrelation of Natural Polyphenol and Fibrosis in Diabetic Nephropathy by Ye Ma, Jiakun Wang, Juyue Fan, Huiyang Jia, Jinyao Li

“…It can trigger various pathological processes leading to the activation of autophagy, inflammatory responses and a vicious circle of oxidative stress and inflammation. …”
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Beta cells to brain cells: The pivotal role of insulin and glucose metabolism in Alzheimer's disease by Stanley S. Schwartz, Elizabeth M. Rhea, William A. Banks, Mary E. Herman

“…The American Diabetes Association (ADA) elevated its guidelines to include cognitive issues (or risk) as a comorbidity in T2D patient treatment plans. …”
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Identification of virus-encoded microRNAs in divergent Papillomaviruses. by Rachel Chirayil, Rodney P Kincaid, Christine Dahlke, Chad V Kuny, Nicole Dälken, Michael Spohn, Becki Lawson, Adam Grundhoff, Christopher S Sullivan

“…MicroRNAs (miRNAs) are small RNAs that regulate diverse biological processes including multiple aspects of the host-pathogen interface. …”
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WINGATE ANAEROBIC TEST: ADDITIONAL PHYSIOOLOGICAL INTERPRETATION by Dorothea Stefanova, Borislava Petrova

“…It was established that the differences in the calculated physiological parameters during the performance of the WAnT before and after the fivemonth training program are more pronounced compared to the ergometric ones, especially with regard to the participation of each system in energy processes. The results indicate that the proposed physiological parameters are of high sensitivity and reflect strong associations with the metabolic changes in response to the training modalities. …”
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Evolution of the activities of states as reflected in legal and political Teachings by A. A. Klishin

“…The article below analyzes different opinions of legal experts in relation to the objective needs of legal regulation of international affairs expressed from the view point of prospects and new forms of such regulation, as well as the legal instruments used by the countries when faced with encroachment on them on the part of other players, i.e. states and their associations. The author mentions the fact that the political, economic and legal development of the system of international relations in the last few decades has become sustainably dependent on the integration processes taking place within the framework of the world order in whole, i.e. on something commonly defined as the “globalization”, while the objective prerequisites for the harmonious integration with interests of all countries taken into account are often absent in the designated processes and the main drivers of globalization efforts are those subjects of international relations that get most of the benefits from these processes, such as states, public organizations, specific public figures. …”
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Introduction by Verena Balz

“…It became expected to lead to a “better, faster, and therefore cheaper process” (idem). In parallel to these accumulating expectations (outlined in Table 1.1), the use of regional design in planning decision-making underwent a process of formalisation, in particular within the realm of Dutch national spatial planning. …”
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Sensory profile, ferritin and zinc levels in preschool-aged children with symptoms of attention deficit hyperactivity disorder by Tuba Çelen Yoldaş, Meral Huri, Hülya Kayıhan, Jale Karakaya, Elif N Özmert

“…We aimed to investigate the associations between ADHD symptoms and some related bio-ecological factors including serum ferritin, zinc levels and sensory processing in preschool-aged children. …”
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The challenges of genome-wide interaction studies: lessons to learn from the analysis of HDL blood levels. by Elisabeth M van Leeuwen, Françoise A S Smouter, Tony Kam-Thong, Nazanin Karbalai, Albert V Smith, Tamara B Harris, Lenore J Launer, Colleen M Sitlani, Guo Li, Jennifer A Brody, Joshua C Bis, Charles C White, Alok Jaiswal, Ben A Oostra, Albert Hofman, Fernando Rivadeneira, Andre G Uitterlinden, Eric Boerwinkle, Christie M Ballantyne, Vilmundur Gudnason, Bruce M Psaty, L Adrienne Cupples, Marjo-Riitta Järvelin, Samuli Ripatti, Aaron Isaacs, Bertram Müller-Myhsok, Lennart C Karssen, Cornelia M van Duijn

“…This study is, to our knowledge, the first genome-wide interaction study (GWIS) to identify SNP×SNP interactions associated with HDL levels. We performed a GWIS in the Rotterdam Study (RS) cohort I (RS-I) using the GLIDE tool which leverages the massively parallel computing power of Graphics Processing Units (GPUs) to perform linear regression on all genome-wide pairs of SNPs. …”
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Predicting reticuloruminal pH and subacute ruminal acidosis of individual cows using machine learning and Fourier-transform infrared spectroscopy milk analysis by T. Touil, F. Huot, S. Claveau, A. Bunel, D. Warner, D.E. Santschi, R. Gervais, É.R. Paquet

“…This disease negatively affects cow health and is associated with monetary losses for the dairy industry. …”
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Microbiota Composition and the Integration of Exogenous and Endogenous Signals in Reactive Nasal Inflammation by Francesco Antonio Salzano, Luigi Marino, Giovanni Salzano, Riccardo Maria Botta, Giovanni Cascone, Umberto D’Agostino Fiorenza, Carmine Selleri, Vincenzo Casolaro

“…The prevalence of reactive nasal inflammatory conditions, for example, allergic rhinitis and chronic rhinosinusitis, is steadily increasing in parallel with significant environmental changes worldwide. …”
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Dataset of subjective human responses and objective metrics related to motion sickness collected and computed on a winter research voyageSUNScholarData by Nicole Catherine Taylor, Anriëtte Bekker, Karel Kruger

“…The motion sickness responses are answers to questions that describe a participant’s incidence of any motion sickness symptoms and vomiting, as well as the severity of associated symptoms experienced. Ship responses were captured through a full-scale measurement system and processed in real time on board, computing motion sickness dose values for each 5-minute consecutive time series of acceleration measurements. …”
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Endolysosomal trafficking controls yolk granule biogenesis in vitellogenic Drosophila oocytes. by Yue Yu, Dongsheng Chen, Stephen M Farmer, Shiyu Xu, Beatriz Rios, Amanda Solbach, Xin Ye, Lili Ye, Sheng Zhang

“…Through a small-scale RNA interference (RNAi) screen on a set of reported Rab5 effectors, we showed that yolk granule biogenesis largely follows the canonical endolysosomal trafficking and maturation processes. Further, the data suggest that the RAVE/V-ATPase complexes function upstream of or in parallel with Rab7, and are involved in earlier stages of endosomal trafficking events. …”
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Recent Preclinical Evidence on Phytocannabinoids in Neurodegenerative Disorders: A Focus on Parkinson’s and Alzheimer’s Disease by Nicoleta-Mirela Blebea, Ciprian Pușcașu, Gabriel Hancu, Alina Mihaela Stăniguț, Cornel Chiriță

“…The ECS plays a central role in modulating processes involving the central nervous system (CNS). …”
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CryoEM structure of the SLFN14 endoribonuclease reveals insight into RNA binding and cleavage by Justin Van Riper, Arleth O. Martinez-Claros, Lie Wang, Hannah E. Schneiderman, Sweta Maheshwari, Monica C. Pillon

“…Abstract The SLFN14 endoribonuclease is a post-transcriptional regulator that targets the ribosome and its associated RNA substrates for codon-bias translational repression. …”
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NEW INSIGHT INTO THE STRUCTURAL MODEL IN SOUTHERN SUMATRA INDONESIA USING GRAVITY AND MAGNETIC DATA: IMPLICATIONS FOR GEOTHERMAL RESOURCES by Irfan Prasetyo, Wawan Gunawan Abdul Kadir, Dadi Abdurrahman, Darharta Dahrin, Khalil Ibrahim, Andri Kurniawan

“…The island of Sumatra was formed through complex tectonic processes that produce a variety of geological resources, including geothermal potential. …”
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Horticultural performance and QTL mapping of snap bean (Phaseolus vulgaris L.) populations with organic and conventional breeding histories by Hayley E. P. Richardson, Ryan M. King, Joel Davis, James R. Myers

“…Although a growing number of studies have focused on organic plant breeding in cereal crops, very few have focused on vegetable crops, especially those such as snap beans (Phaseolus vulgaris) that are grown for both fresh market and processing use.MethodsWe developed four populations of recombinant inbred lines under parallel organic and conventional management; utilizing these populations, we explored how historic breeding history influences the performance of snap bean progeny.ResultsWe identified significant increases in germination speed and rate, suggesting that beans bred within an organic production environment are more resilient to early-season stressors without support of chemical interventions. …”
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Cardiovascular remodeling in patients with diabetic сardiomyopathy by A. S. Veklich, N. A. Koziolova, P. G. Karavaev

“…Given the fact that two parallel processes occur  during the DCM formation, manifested  by cardiac  and arteries’ remodeling, the CAVI1 can also be considered as an additional DCM marker.…”
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