CSTN: A cross-region crop mapping method integrating self-training and contrastive domain adaptation by Shuwen Peng, Liqiang Zhang, Rongchang Xie, Ying Qu

“…CSTN uses pseudo-labels in the target region generated by the self-training strategy to assist supervised learning, and aligns features across regions using class-aware prototypes. …”
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Can large language models meet the challenge of generating school-level questions? by Subhankar Maity, Aniket Deroy, Sudeshna Sarkar

“…Additionally, we prompted LLMs to generate questions based on Bloom's revised taxonomy, categorizing and evaluating these questions according to their cognitive complexity and learning objectives. We applied both zero-shot and eight-shot prompting techniques. …”
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Dual Role Conflict and Resilience of Working Mothers During the COVID-19 Pandemic by Siti Rohmaturrosyidah Ratnawati, Restu Yulia Hidayatul Umah

“…The Covid-19 pandemic presents extraordinary and unprecedented situations, such as the implementation of work from home, distance learning for schoolchildren, and social restrictions. …”
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A Comparative Analysis of YOLOv9, YOLOv10, YOLOv11 for Smoke and Fire Detection by Eman H. Alkhammash

“…This study explores recent YOLO (You Only Look Once) deep-learning object detection models YOLOv9, YOLOv10, and YOLOv11 for detecting smoke and fire in forest environments. …”
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Towards AI-Based Traffic Counting System with Edge Computing by Duc-Liem Dinh, Hong-Nam Nguyen, Huy-Tan Thai, Kim-Hung Le

“…First, a vehicle detection dataset (VDD) representing traffic conditions in Vietnam was created. Several deep learning models for VDD were then examined on two different edge device types. …”
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SED-YOLO based multi-scale attention for small object detection in remote sensing by Xiaotan Wei, Zhensong Li, Yutong Wang

“…Additionally, we introduce the Efficient Multi-Scale Attention(EMA) mechanism at the end of the backbone network to enable efficient multi-scale feature learning, which reduces computational costs while preserving crucial information. …”
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English Grammar Discrimination Training Network Model and Search Filtering by Juan Zhao

“…This paper systematically discusses the close relationship between English grammar area branch training model filtering, English grammar area branch training model retrieval, and machine learning. By analyzing the role of the situation in the understanding of the English grammar area branch training model, the relationship between the English grammar area branch training model and situation model and the correlation between the features of the English grammar area branch training model and situation model are determined, and then, a set of filtering methods for the English grammar area branch training model are proposed. …”
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Analyse de l’enseignement en architecture de paysage à travers la recherche sur l’évolution de la profession d’architecte-paysagiste en Lituanie by Vaiva Deveikienė

“…During the Soviet period, the reorganisation of schools of higher learning enabled their development, but it was not until 1972 that a programme with a specialisation in landscape architecture was started at the Vilnius Academy of Fine Arts. …”
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Ultra-Short-Term Wind Power Forecasting Based on DT-DSCTransformer Model by Yanlong Gao, Feng Xing, Lipeng Kang, Mingming Zhang, Caiyan Qin

“…First, the model applies DT’s self-learning standardization and de-standardization parameters to standardize the input and de-standardize the output, mitigating the impact forecasting of data distribution shifts on prediction accuracy. …”
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Transboundary Impacts of NO₂ on Soil Nitrogen Fixation and Their Effects on Crop Yields in China by Jinhui Xie, Peiheng Yu, Xiangzheng Deng

“…This study combines 15 global datasets to assess nitrogen’s transboundary impacts on crop yields and soil health. We use machine learning to develop yield prediction models for major grain crops (maize, rice, soybean, and wheat) affected by NO₂. …”
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The effect of blended educational methods in communication skills in nursing with students’ interactions with patients: A quasi-experimental study by Seyed Hossein Kalati, Neda Ahmadzadeh Tori, Javaneh Kalati, Nastaran Norouzi Parashkouh, Hengameh Karimi

“…Conclusion: According to the results, participating in blended methods for communication skills courses can be as effective in improving communication skills as 2 years of experiential learning of communication skills.…”
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Recovering 3D Shape with Absolute Size from Endoscope Images Using RBF Neural Network by Seiya Tsuda, Yuji Iwahori, M. K. Bhuyan, Robert J. Woodham, Kunio Kasugai

“…Output is given as the true gradient parameters of true values of the generated sphere. Learning mapping with NN can modify the gradient and the depth can be recovered according to the modified gradient parameters. …”
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Artificial intelligence in education: advancing educational digital inclusion for adults older with diverse neuromuscular conditions by Paula Andrea Valencia-Londoño, Hilderman Cardona-Rodas, Jovani A. Jiménez-Builes

“…The findings reveal statistically significant advancements in digital literacy (p < 0.001) and engagement metrics (p < 0.01), highlighting the transformative potential of adaptive learning platforms, virtual reality applications, and interactive mobile tools tailored for this population. …”
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Does instruction through mother tongue impede students’ English proficiency? public skepticism on the instructional language policy in the state of Amhara by Melaku Gebremeske

“… This study examined whether learning in the mother tongue affects students’ English proficiency in the State of Amhara. …”
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Training of Competitive Graduates Based on the Educational Standard of the ITMO University by A. A. Shekhonin, A. O. Voznesenskaya, A. V. Bakholdin, O. A. Gavrilina

“…An interdisciplinary content of educational programs together with orientation to individualization of education and introduction of advanced educational technologies including design, digital, network etc. provides a stable technology platform to achieve the standard requirements for learning outcomes.…”
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Evaluation of digital competence level among educators: assessment tools by Elizaveta A. Osipovskaya, Svetlana Yu. Dmitrieva, Anastasiia A. Savelyeva

“…This shift to online learning has accelerated and introduced new challenges and changes to educators' roles and skillsets. …”
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THE CHILD-CENTERED PARADIGM AND ITS IMPLICATIONS FOR THE CONTINUOUS PROFESSIONAL DEVELOPMENT OF EARLY CHILDHOOD TEACHERS by Horațiu CATALANO, Ana RUS, Gabriela MESTIC, Andreea-Ionela DOHOTARU

“…In this context, teachers have a vital responsibility to create stimulating educational environments that facilitate children's effort, involvement, interaction and active learning. Thus, the continuous professional development of teachers to implement child-centered education becomes a necessity.          …”
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ESP TEAM TEACHING AT TECHNICAL UNIVERSITIES: EXPERIENCE AND PERSPECTIVES by Elena I. Arkhipova, Jones Holly, Yulia V. Krasavina

“…They also reinforced their motivation for learning English. Based on the results of the questionnaire analysis and discussion, the authors have formulated recommendations for implementing team-teaching technology in educational process.Scientific novelty. …”
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Implementasi Algoritma Convolutional Neural Network untuk Klasifikasi Jenis Keris by Maria Mediatrix Sebatubun, Cosmas Haryawan

“…Penelitian ini akan mengimplementasikan metode deep learning dengan algoritma Convolutional Neural Network (CNN) yang dapat melakukan tugas klasifikasi secara langsung pada citra, untuk membangun sebuah model untuk klasifikasi jenis keris berdasarkan dhapur. …”
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Stephania japonica Ameliorates Scopolamine-Induced Memory Impairment in Mice through Inhibition of Acetylcholinesterase and Oxidative Stress by Md. Yusuf Al-Amin, Amitav Lahiry, Rafia Ferdous, Md. Kamrul Hasan, Md. Abdul Kader, AHM Khurshid Alam, Zahangir Alam Saud, Md. Golam Sadik

“…In experimental mice, the chloroform fraction restored the impaired learning and memory induced by scopolamine as evidenced by a significant decrease in latency time and increase of quadrant time in probe trial in Morris water maze task. …”
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