Use of Explainable Artificial Intelligence for Analyzing and Explaining Intrusion Detection Systems by Pamela Hermosilla, Mauricio Díaz, Sebastián Berríos, Héctor Allende-Cid

“…This approach seeks to make DL models more interpretable and understandable by humans. The SHAP (SHapley Additive eXplanations) and LIME (Local Interpretable Model-agnostic Explanations) methods will be implemented and evaluated as a model-agnostic technique to explain predictions of the generated models for forensic analysis. …”
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Numerical investigation of acid diversion using viscoelastic surfactant (VES) under single and two-phase flow conditions by MohammadHosein ManzariTavakkoli, Behnam Sedaee, Ali Mahmoodi

“…Eccentric acidizing can be implemented through either mechanical or chemical methods. …”
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An Efficient Approach Based on RAE-GAMI-NET for Long Range Attack Detection on Blockchain by Vasavi Chithanuru, Mangayarkarasi Ramaiah

“…The proposed explainable neural network model includes Residual Auto Encoder (RAE) guided generalized additive models with incorporating structured interactions (RAE-GAMI-Net) for LRA detection in PoS Blockchain In this work, a wrapper-based Binary Orchard Algorithm (W-BOA) is used to find the best features to lessen the dimensionality of extracted Characteristics, and a global feature extraction has been implemented based on multi-scale Densenet (MDensenet) that assures early convergence and optimal performance by providing global optimal solution. …”
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Predicting Crash-Related Incident Clearance Time on Louisiana’s Rural Interstate Using Ensemble Tree-Based Learning Methods by Waseem Akhtar Khan, Milhan Moomen, M. Ashifur Rahman, Kelvin Asamoah Terkper, Julius Codjoe, Vijaya Gopu

“…This study developed three machine learning models, namely extreme gradient boosting (XGBoost), categorical boosting (CatBoost), and a light gradient-boosting machine (LightGBM), to predict crash-related incident clearance time in Louisiana rural interstates and utilized Shapley additive explanations (SHAP) analysis to determine the influence of factors impacting it. …”
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ASSESSMENT OF THE DETERMINATS OF FINANCIAL SECURITY OF RAILWAYS IN UKRAINE by I. Britchenko, N. I. Bohomolova, O. O. Kravchenko, S. S. Pinchuk

“…Three main determinants of the financial security of rail enterprises were identified: a reduction in traffic volumes, an unstable capital structure and the impossibility of timely repayment of current liabilities. An additive model for assessing the impact of selected determinants on the level of financial security of Ukrzaliznytsia, PJSC is proposed. …”
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Exploring the ripple effects of an Australian hospital redevelopment: a protocol for a longitudinal, mixed-methods study by Jeffrey Braithwaite, Kate Churruca, Louise A Ellis, Chiara Pomare, Janet C Long, Brett Gardiner

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Developing assessment literacy of future mathematics teachers: An integrative approach by I. B. Shmigirilova, A. S. Rvanova, A. A. Tadzhigitov, O. L. Kopnova

“…Also, the authors identified five areas, whose implementation in the process of university training will contribute to the development of the readiness of future teachers to carry out competent professional assessment activities. …”
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Has risk management plan system influenced the speed of package insert revisions in Japan? by Natsuko Kameyama, Natsuko Kameyama, Aoi Hosaka, Hideki Maeda, Hideki Maeda

“…Herein, we focused on the speed of adding clinically significant ARs (CSARs) to package inserts (PIs) as an indicator of the rapidity of AR identification, investigated the impact of the J-RMP system on PI revisions.MethodsWe investigated the “Notice of Revision of Precautions” on the website of Pharmaceuticals and Medical Devices Agency (PMDA), targeting PI revisions with the addition of CSARs from April 2003 to March 2023, which corresponds to 10 years before and after J-RMP implementation in April 2013. …”
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Test design to measure the accuracy and tolerance of wheelchair basketball players by نسرين بهجت عبد الله

“…The research sample consisted of (40) players randomly selected from the players of seven teams Wheelchair basketball clubs, The researcher conducted personal interviews, in addition to conducting an exploratory experiment for the test and then extracted the scientific foundations for it, and after extracting the results and treating them with appropriate statistical means, the researcher reached several conclusions, the most important of which is the test designed to measure the accuracy of correction and its bearing with a basketball on a wheelchair, and it takes the implementation of the test Approximately (5) minutes, taking into account giving the laboratory (5) minutes to warm up and perform some corrections before the actual implementation of the test. …”
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High-risk human papillomavirus testing for underscreened populations: cost-effectiveness and affordability in three country settings by Marat Sultanov, Geertruida H. de Bock, Jaap A.R. Koot, Janine de Zeeuw, Marcel J.W. Greuter, Fengming Pan, Jelle Stekelenburg, Jogchum J. Beltman, Marlieke de Fouw, Carolyn Nakisige, Johnblack K. Kabukye, Ezra Anecho, Naheed Nazrul, Mosamat U. Kulsum, Aminur Rahman, Marek Majdan, Juliana Melichová, Jaroslava Sokolová, Jurjen van der Schans

“…The incremental cost-effectiveness ratios were UGX 0.56 million per DALY for Uganda (I$ 475), BDT 76 thousand per DALY for Bangladesh (I$ 1698) and EUR 1782 (I$ 3637) per DALY for Slovakia. Substantial additional funding will be required to enable implementation, particularly in relation to the initial start-up costs. …”
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An integrated inventory of One Health tools: Mapping and analysis of globally available tools to advance One Health by Casey Barton Behravesh, Dominique F. Charron, Amanda Liew, Natalia Cediel Becerra, Catherine Machalaba, David T.S. Hayman, Janice R. Ciacci Zanella, Elmoubasher Farag, Abhishek Chaudhary, Hayley Belles, Wiku B. Adisasmito, Salama Almuhairi, Pépé Bilivogui, Salome A. Bukachi, Natalia Casas, Andrew A. Cunningham, Nitish Debnath, Osman Dar, Baptiste Dungu, George F. Gao, Margaret Khaitsa, Marion P.G. Koopmans, John S. Mackenzie, Serge Morand, Vyacheslav Smolenskiy, Lei Zhou, Wanda Markotter, Thomas C. Mettenleiter

“…Our objectives were to identify (i) publicly available One Health tools to support capacity building and OH JPA implementation; (ii) optimal outcomes for countries/regions using available One Health tools; (iii) linkages to OH JPA Action Tracks and pathways in the One Health Theory of Change (TOC); and (iv) gaps and priorities for the development of additional One Health tools. …”
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Application of Temperature and Humidity Control Technology in The Oyster Mushroom Cultivation Business by Erwin Ardias Saputra, Yuli Asmi Rahman, Rudi Santoso, Resky Tegar

“…This method encompasses training sessions on proper temperature and humidity control techniques, the implementation of monitoring equipment, and the establishment of an optimal cultivation environment. …”
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Plataforma para la determinación de reactancias de eje directo transitoria y subtransitoria de máquinas síncronas by Emerson Joal Ortiz-Castillo, Luis David Pabón-Fernández, Edison Caicedo-Peñaranda, Jorge Luis Díaz-Rodríguez, Aldo Pardo-García

“…The control diagrams, design and implementation of the work module are shown, in addition to the algorithms and functional tests performed on the prototype.…”
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Review of Converter Circuits with Power Factor Correction by Angel Quiroga, Jhon Bayona, Helbert Espitia

“…Additionally, the review identified studies based on simulation and hardware implementation. …”
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PERAN ETIKA KEPRIBADIAN DAN KODE ETIK GURU DALAM MENINGKATKAN KUALITAS PEMBELAJARAN by Silvia Neltiana, Rahmi Putri

“…This research aims to analyse how the implementation of the teacher code of ethics can improve professionalism and the relationship between educators and students, parents, and the community. …”
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PUBLIC-PRIVATE PARTNERSHIP AS A FACTOR IN THE DEVELOPMENT OF TRANSPORT INFRASTRUCTURE by SMIRNOVA V.V., PRAVKIN S.A.

“…Public-private partnership is gaining great distribution in the world. The implement ation of the PPP mechanism in Russian practice is not significant. …”
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Aspek Hukum Dampak Perizinan Lingkungan Oleh Pemerintah Pada Pembangunan Berkelanjutan by Robert Nicolas Warong, Altje Agustin Musa, Djefry Welly Lumintang

“…However, its implementation must be planned, rational, optimal, responsible and in line with the carrying capacity of natural resources  for the welfare of all citizens without overlapping.…”
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Algorithm of fire detection for multi-sensor system by R. A. Bagutdinov, M. F. Stepanov

“…The algorithm was developed using NI Vision Assistant, a software tool for rapid prototyping and testing of imaging applications.Result. In addition to the software implementation in C, which NI Vision Assistant generates by default, the paper presents a Python implementation of the algorithm.Conclusion. …”
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Provisions on the protection of whistle-blowers' rights by Justyna Bójko, Marlena Wach

“…Therefore, it will be specified in the Polish act implementing the Directive.…”
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POSISI SANKSI DAN DENDA PAJAK DALAM ISLAM PADA INDONESIA SEBAGAI NEGARA HUKUM by Almaidah, Kiki Sriwahyuni, Ice Hardaningsih H

“…In the taxation system, Islam views that there are several main conditions that make taxes mandatory. In addition, its implementation must tend to the interests of Muslims. …”
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