Productivity and ecological functions of naturally regrown pine forests of the Ukrainian Polissia by Petro Lakyda, Volodymyr Blyshchyk

“…In the course of the studies, it was found that natural pine stands on agricultural lands grow mainly according to the site class index Ia and higher. This tendency is especially evident in young stands due to the residual accumulation of nutrients in the soil of former agricultural lands. …”
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A Hierarchical Machine Learning-Based Strategy for Mapping Grassland in Manitoba’s Diverse Ecoregions by Mirmajid Mousavi, James Kobina Mensah Biney, Barbara Kishchuk, Ali Youssef, Marcos R. C. Cordeiro, Glenn Friesen, Douglas Cattani, Mustapha Namous, Nasem Badreldin

“…Finally, a web map was created to show grassland results within the Soil Landscapes of Canada (SLC) polygons, relating soil landscapes to grassland distribution and providing valuable information for decision-makers and researchers. …”
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Analisis Klasifikasi Sentimen Ulasan pada E-Commerce Shopee Berbasis Word Cloud dengan Metode Naive Bayes dan K-Nearest Neighbor by Josua Josen Alexander Limbong, Irwan Sembiring, kristoko dwi hartomo

“…Abstract Today the internet allows users to create online reviews on various types of platforms. …”
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The Assessment of Participatory Scenario Planning in Future-Study of the Environment in District 1, Tehran City by Aiub Maroofi, Jila Sajadi, Mohammadtaghi Razavian

“…Participatory scenario planning contributes to create common vision, common knowledge and increase collaboration between individuals and local communities (Palomo, 2011). …”
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CRYPTO-RESISTANT METHODS AND RANDOM NUMBER GENERATORS IN INTERNET OF THINGS (IOT) DEVICES by Petro Klimushyn, Tetiana Solianyk, Oleksandr Mozhaiev, Yurii Gnusov, Oleksandr Manzhai, Vitaliy Svitlychny

“…The analysis of technologies and circuit solutions allowed to draw the following conclusions: protection of IoT solutions includes: security of IoT network nodes and their connection to the cloud using secure protocols, ensuring confidentiality, authenticity and integrity of IoT data by cryptographic methods, attack analysis and network cryptographic stability; the initial basis for the protection of IoT solutions is the true randomness of the formed RNG sequences and used in algorithms for cryptographic transformation of information to protect it; feature of IoT devices is their heterogeneity and geographical distribution, limited computing resources and power supply, small size; The most effective (reduce power consumption and increase the generation rate) for use in IoT devices are RNG exclusively on a digital basis, which implements a three-stage process: the initial digital circuit, normalizer and random number flow generator; Autonomous Boolean networks (ABN) allow to create RNG with unique characteristics: the received numbers are really random, high speed – the number can be received in one measure, the minimum power consumption, miniature, high (up to 3 GHz) throughput of Boolean chaos; a promising area of ABN development is the use of optical logic valves for the construction of optical ABN with a bandwidth of up to 14 GHz; the classification of known classes of RNG attacks includes: direct cryptanalytic attacks, attacks based on input data, attacks based on the disclosure of the internal state of RNG, correlation attacks and special attacks; statistical test packages to evaluate RNG sequences have some limitations or shortcomings and do not replace cryptanalysis; Comparison of cryptoaccelerators with cryptographic transformation software shows their significant advantages: for AES block encryption algorithm, speeds increase by 10-20 times in 8/16-bit cryptoaccelerators and 150 times in 32-bit, growth hashing of SHA-256 in 32-bit cryptoaccelerators more than 100 times, and for the NMAS algorithm - up to 500 times. …”
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Papel de la estadística en la formación del ingeniero mecánico. // The paper of the statistic in the formation of the mechanical Engineer. by E. Fraga Guerra, M. Lucía Brito Vallina

“…<br />In this paper is shown fundamental aspects of the experience in education the Statistical in predegree and its extension to<br />the education of postdegree in Mechanical Engineering, in this sense has been obtained, in first instance, to tie the subject<br />with the profile of the mechanical engineer by means of the accomplishment by the students of extra classes duties in where<br />they create problems of the specialty, in which it is necessary the use of these techniques, in order to stimulate the<br />motivation in the field of studies and to develop the investigative spirit in the students. …”
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Deep learning-based multiclass segmentation in aneurysmal subarachnoid hemorrhage by Julia Kiewitz, Julia Kiewitz, Orhun Utku Aydin, Adam Hilbert, Marie Gultom, Anouar Nouri, Ahmed A. Khalil, Peter Vajkoczy, Satoru Tanioka, Fujimaro Ishida, Nora F. Dengler, Nora F. Dengler, Nora F. Dengler, Dietmar Frey, Dietmar Frey

“…Our study aims to develop a deep learning model that enables automated multiclass segmentation of structures and pathologies relevant for aneurysmal subarachnoid hemorrhage outcome prediction.MethodsA set of 73 non-contrast CT scans of patients with aneurysmal subarachnoid hemorrhage were included. Six target classes were manually segmented to create a multiclass segmentation ground truth: subarachnoid, intraventricular, intracerebral and subdural hemorrhage, aneurysms and ventricles. …”
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PERAN GURU DALAM MENCIPTAKAN LINGKUNGAN CERDAS BERMEDIA PADA SISWA SD MODEL SLEMAN by Nur Indah Masita Putri, Pratiwi Wahyu Widiarti

“…Kata kunci: Peran Guru, Lingkungan Cerdas Bermedia, Literasi Media SD Model Sleman Abstract             This study aims to: (1) determine the teacher's role in creating a media-savvy environment for Sleman Model Elementary School students, (2) determine the media literacy that has been formed in Sleman Model Elementary School, and (3) identify and describe the supporting and inhibiting factors of teachers in creating smart media environment in SD Model Sleman.This research is a descriptive research with a qualitative approach with the subject of research is the principal, class teacher, and library staff conducted through purposive sampling. …”
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Mother’s Day Superstorms: Pre- and Post-storm Evolutionary Patterns of ARs 13664/8 by Mausumi Dikpati, Marianna B. Korsós, Aimee A. Norton, Breno Raphaldini, Kiran Jain, Scott W. McIntosh, Peter A. Gilman, Andre S. W. Teruya, Nour E. Raouafi

“…In the week including Mother’s Day 2024, active region (AR) 13664 became superactive when AR 13668 emerged nearby, causing multiple X-class flares and coronal mass ejections, and an increase in activity level similar to that inferred from geomagnetic storms associated with the historic 1859 events. …”
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Computer-vision based automatic rider helmet violation detection and vehicle identification in Indian smart city scenarios using NVIDIA TAO toolkit and YOLOv8 by Uttam U. Deshpande, Goh Kah Ong Michael, Sufola Das Chagas Silva Araujo, Vaidehi Deshpande, Rudragoud Patil, Ramchandra Alias Ameet Chate, Varun R. Tandur, Supreet S. Goudar, Shreya Ingale, Vaishnavi Charantimath

“…It predicts bounding boxes and class probabilities for objects within an image using a single neural network, making it a perfect choice for real-time applications like rider helmet violations detections and number plate processing. …”
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Beyond genomics: artificial intelligence-powered diagnostics for indeterminate thyroid nodules—a systematic review and meta-analysis by Karishma Jassal, Karishma Jassal, Melissa Edwards, Afsaneh Koohestani, Afsaneh Koohestani, Wendy Brown, Jonathan W. Serpell, Jonathan W. Serpell, James C. Lee, James C. Lee

“…The real-world applicability of these developed tools as pre-operative diagnostic aids is limited due to model overfitting, clinician trust, and a lack of gold standard surgical histology as ground truth class label. The ongoing dilemma within clinical thyroidology is surgical decision making for indeterminate thyroid nodules (ITN). …”
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Durus Al-Lughah Gontory: Media Pembelajaran Bahasa Arab untuk Pemula Menggunakan Metode Langsung by Dihin Muriyatmoko, Faisal Reza Pradhana, Zaenury Adhiim Musyafa’

“…This content media taken from Durus Al-Lughah book by Imam Zarkasyi who was one of three founders of PMDG Ponorogo and his student Imam Syubani, it’s also studied by the student of PMDG at beginner class. Android mobile-based application created using the waterfall model and the content is applied the direct method without using mother tongue (Indonesian). …”
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Analysis of water parameters in experimental ponds of PRJSC “Khmelnytskrybhosp” as a prerequisite for the creation of replacement and brood stocks of Antoniny-Zozulenets carps (Cyp... by V. Oborskyi, N. Mykhailenko, T. Bersan, H. Kurinenko, L. Drahan

“…To provide an assessment of the temperature and oxygen regimes, considering the main chemical parameters of water when creating replacement and brood stocks of Antoniny-Zozulenets carps grown in the conditions of PrJSC “Khmelnytskrybhosp”. …”
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PEDAGOGICAL REFLECTIONS ON AN ENGLISH-TAUGHT COURSE IN COMMUNICATION ADDRESSED TO NON-PHILOLOGIST MA STUDENTS by Vlad-Georgian MEZEI

“…The article discusses the development of a coherent pedagogical strategy for this particular course focusing mainly on aspects such as designing the course syllabus, selecting compulsory bibliography, preparing teaching scenarios, creating instructional materials, delivering in-class instruction, conducting assessment and collecting feedback from students.   …”
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Developing an effective teaching model in order to improve the educational level of schools by Mehdi Mohammadi, fardin Abdollahy, Rafigh Hasani

“…In explaining the findings of this research, it can be said that the optimal classroom management mentioned by the interviewees includes: classroom preparation, planning, parents' participation in their children's education process, welcoming students' interaction with each other, the ability to communicate with problematic students, continuous and formative evaluation, respecting the order of the teacher while teaching, having a lesson plan, having a logical order in teaching, on time attendance control, strictness on time, removing communication barriers while teaching, providing a learning environment, and human relations governing the classroom atmosphere. Class management includes all the decisions and actions necessary to discipline the class and is brought up under the title of discipline. …”
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Several groups of LysM-RLKs are involved in symbiotic signal perception and arbuscular mycorrhiza establishment by Yi Ding, Zélie Lesterps, Virginie Gasciolli, Anne-Laure Fuchs, Mégane Gaston, Lauréna Medioni, Annélie de-Regibus, Céline Remblière, Céline Vicédo, Sandra Bensmihen, Jean Jacques Bono, Julie Cullimore, Guilhem Reyt, Marion Dalmais, Christine Saffray, Solène Mazeau, Abdelhafid Bendahmane, Richard Sibout, Michiel Vandenbussche, Jacques Rouster, Tongming Wang, Guanghua He, Arnaud Masselin, Sylvain Cottaz, Sébastien Fort, Benoit Lefebvre

“…In conclusion, we identified a class of LysM-RLK receptors in angiosperms with unique biochemical properties and a role in both LCO and CO perception for AM establishment.…”
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Innovations in Medical Education in Gastrointestinal Surgery Using Interactive Anatomical Tables by A. D. Kashtanov, E. O. Stetsyk, S. S. Dydykin, O. V. Kytko, E. M. Trunin, O. Yu. Aleshkina, A. N. Lavrentieva, A. N. Andreeva, D. S. Alekseeva, A. A. Muratova, A. Yu. Kharina, V. V. Tatarkin, A. S. Sokolova, V. N. Filatov, I. L. Samodova, E. A. Makeeva, E. S. Pekeldina, M. Yu. Kapitonova, T. S. Bikbaeva, I. A. Polkovova, B. A. Volel, T. M. Litvinova, E. N. Dudnik, N. V. Kireeva, K. V. Ivashkin, Yu. L. Vasil’ev

“…The analysis of learning outcomes shows a significantly higher level of absorption of the material among students in groups where 3D anatomical models were used during classes. This indicates that students’ subjective experience of the learning process has improved due to their increased involvement in the class and their interest in innovative teaching methods.Conclusion. …”
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Multidrug-Resistant <i>Klebsiella pneumoniae</i> Strains in a Hospital: Phylogenetic Analysis to Investigate Local Epidemiology by Maria Vittoria Ristori, Fabio Scarpa, Daria Sanna, Marco Casu, Nicola Petrosillo, Umile Giuseppe Longo, De Florio Lucia, Silvia Spoto, Rosa Maria Chiantia, Alessandro Caserta, Raffaella Rosy Vescio, Flavio Davini, Lucrezia Bani, Elisabetta Riva, Massimo Ciccozzi, Silvia Angeletti

“…In total, 84 <i>Klebsiella pneumoniae</i> isolates were classified as multidrug-resistant (MDR), characterized by resistance to three or more antibiotic classes, including carbapenems, and testing positive for KPC gene presence, and were included in the study. …”
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Temps educatius i rendiment acadèmic: desigualtats educatives en grups desfavorits The time devoted to education and academic performance: educational inequalities in disadvantaged... by Jordi Feu, Òscar Prieto-Flores

“…L’objectiu d’aquest article és reflexionar sobre les aportacions teòriques i estudis empírics més rellevants en el panorama internacional que relacionen l’èxit educatiu dels estudiants de classes i/o grups desafavorits amb l’ús adequat dels temps educatius que van més enllà de l’horari escolar. …”
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Lithium–Sulfur Rechargeable Battery Cells with SPAN/Resin Film Cathodes for Lightweight and Safety by Kenji KAKIAGE, Shunsuke SAITO, Hiromi SATO, Taisei SAKATA, Shuntaro MIYAKAWA, Takaya SAITO, Takayuki MORI, Yasumasa SHIBATA, Yuta IKEUCHI, Hiroshi SENOH, Takashi MUKAI, Naoto YAMASHITA, Taichi SAKAMOTO, Toru YANO

“…While 9 Ah, 550 Wh kg(cell)−1-class SPAN cells cannot yet sustain stable long-term charge-and-discharge cycling, similar <1 Ah single-layer pouch cells indicate potential for several dozen cycles. …”
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