Bridging the Gap in the Adoption of Trustworthy AI in Indian Healthcare: Challenges and Opportunities by Sarat Kumar Chettri, Rup Kumar Deka, Manob Jyoti Saikia

“…It finds that the existing studies mostly used conventional machine learning (ML) algorithms and artificial neural networks (ANNs) for a variety of tasks, such as drug discovery, disease surveillance systems, early disease detection and diagnostic accuracy, and management of healthcare resources in India. …”
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Introducing Iterative Model Calibration (IMC) v1.0: a generalizable framework for numerical model calibration with a CAESAR-Lisflood case study by C. Banerjee, K. Nguyen, C. Fookes, G. Hancock, T. Coulthard

“…Moreover, the utility of machine-learning-based and data-driven approaches is curtailed by the requirement for the numerical model to be differentiable for optimization purposes, which challenges their generalizability across different models. …”
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Foreign Language and Individualization of Student Training: Realities, Trends, Options by Irina V. Leushina, Igor O. Leushin

“…Particular attention is paid to the possibilities of interactive learning of foreign languages; the peculiarities of «immersion» of students in a model professional environment with the involvement of employers and representatives of professional communities, including as experts, in direct participation in the educational process; the importance of personal communication between students and other subjects of the educational process; work in small groups. …”
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Analysis of the Structural Characteristics of the Online Social Network of Chinese Professional Athletes by Yue Wang, Qian Huang, Qiurong Wang, Yang Xun, Yujiao Tan, Shuqin Cui, Linxiao Ma, Penglin Huang, Meijuan Cao, Bin Zhang

“…Through the analysis of the online whole network structure, it was found that the network density of the online support network was generally greater than that of the online discussion network, and athletes still showed stronger practical support demands and behaved more rationally in the process of training and learning life, while from the perspective of the relationship structure, the athletes’ family and classmates’ online support is weaker than that in previous studies; in terms of the whole network, strong relationships still dominate in this population, while attention should be paid to the impact of weak relationships.…”
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Implementasi pendidikan multikultural di sekolah menengah atas by Liana Astuty Siregar, Indah Rahmadani Putri, Yona Riska Amelia, Khaerani Harahap

“…The interview technique involved principals, teachers and students to explore their perceptions of the implementation of multicultural education, while observation focused on teaching and learning and extracurricular activities related to diversity. …”
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Regime Change: The Need for Scientific Critical Consciousness by Usama Javed Mirza

“…This is illustrated by presenting a “revamped” curriculum of the Cambridge Assessment International Education (CAIE) O’ level physics, complete with a learning outcomes and assessment framework. Parts of this curriculum were informally pre-piloted at a private school in Islamabad, Pakistan, and at a public school in Harlem, New York. …”
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Detection and identification technology of rotor unmanned aerial vehicles in 5G scene by Fengtong Xu, Tao Hong, Jingcheng Zhao, Tao Yang

“…In order to identify the “black flying” unmanned aerial vehicle, combined with the advantages of 5G millimeter wave radar and machine learning methods, the following methods are adopted in this article. …”
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Specifics of innovative educational environment and its influence on the development of future teachers’ innovative competence by A. Kozhevnikova, P. Kozhevnykov

“…The results of the study also indicate that the professional development of future teachers is significantly influenced by the innovative learning environment, which is simultaneously developed due to the innovation activity of students. …”
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Fabric Designing Dexterity Improvement of Home-Economics Students for Boosting their Finances in Southeast Nigerian Universities by Ugochi Nwanneka Nwike, Ngozi Mary Eze

“…It was recommended that the integration of 21st Century Skills in Thematic learning also consistent workshops and conferences should be made mandatory for students to attend amongst others.…”
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Evaluating Urban Community Sustainability by Integrating Housing, Ecosystem Services, and Landscape Configuration by Liang Zhou, Haowei Mu, Bao Wang, Bo Yuan, Xuewei Dang

“…In this study, we perform a sustainable-oriented land use scheme using multisource remote sensing, machine learning, and object-based postclassification refinement. …”
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Online Voltage Regulation With Minimum Disturbance for Distribution Grid Without System Knowledge by Hamad Alduaij, Yang Weng

“…To gain information about the model, active learning methods propose to disturb the system consistently to learn the nonlinearity. …”
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Forecasting Travel Speed in the Rainfall Days to Develop Suitable Variable Speed Limits Control Strategy for Less Driving Risk by Ping Wang, Yajie Zhang, Saisai Wang, Li Li, Xiaohui Li

“…Furthermore, the deep learning algorithm that considers more factors such as the rainfall intensity and traffic flow could improve the prediction accuracy. …”
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A New Attack Recovery Approach and <italic>H</italic>&#x221E; Performance Analysis for LFC Systems With FDI Attacks and Uncertainties by Xuxia He, Ruimei Zhang, Puying Wang

“…The IAR model is capable of extracting rich attack signal features from historical measurement data by leveraging multi-task learning. Compared with previous models, including LSTM and LSTM-AE, the IAR model improves the efficiency of recovering attacks for a future period and improves the recovery accuracy. …”
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A Student-Centric Analysis of Faculty Competences and Competencies for Effective Educational Experiences by Paolo Roberto Lozada

“…Competences represents different characteristics of a holistic approach to personal development and community engagement and Competencies are aspects that plays a crucial role in effective teaching and contributes to creating meaningful learning experiences for students.  The objectives of the study are to determine the competences and competencies that provides effective teaching at San Sebastian College – Recoletos de Cavite Inc., to analyze the faculty performance based on student perspectives using the Student Evaluation of Teachers tool, and to develop recommendations for improving faculty competences and competencies from a student-centric perspective. …”
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Explainable vision transformer for automatic visual sleep staging on multimodal PSG signals by Hyojin Lee, You Rim Choi, Hyun Kyung Lee, Jaemin Jeong, Joopyo Hong, Hyun-Woo Shin, Hyung-Sin Kim

“…Abstract Polysomnography (PSG) is crucial for diagnosing sleep disorders, but manual scoring of PSG is time-consuming and subjective, leading to high variability. While machine-learning models have improved PSG scoring, their clinical use is hindered by the ‘black-box’ nature. …”
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Feature Extraction using Histogram of Oriented Gradients and Moments with Random Forest Classification for Batik Pattern Detection by wafiq azizah, soffiana agustin

“…The proposed methodology integrates two feature extraction techniques, Histogram of Oriented Gradients (HOG) and Texture Moments, with the Random Forest machine learning algorithm. The research process encompasses four key stages: pre-processing, feature extraction, classification, and system evaluation, where the accuracy of individual and combined feature extraction methods is analyzed. …”
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A model for utilising crises-related issues to facilitate transdisciplinary outdoor STEAM education for sustainability in integrated mathematics, language arts and technology class... by Musa Saimon, Zsolt Lavicza, Tony Houghton, Fredrick Mtenzi, Pablo Carranza

“…We have also illustrated teaching–learning activities for this model to develop learners’ expected skills in STEAM education. …”
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Digital framework for georeferenced multiplatform surveillance of banana wilt using human in the loop AI and YOLO foundation models by Juan Jose Mora, Guy Blomme, Nancy Safari, Sivalingam Elayabalan, Ramasamy Selvarajan, Michael Gomez Selvaraj

“…We developed and evaluated several deep learning foundation models, including YOLO-NAS, YOLOv8, YOLOv9, and Faster-RCNN to perform accurate disease detection on both platforms. …”
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Parental experience of change following VIPP-SD in families with preschool children with externalizing behavior: A qualitative interview study. by Nina M Lassen, Tine Steenhoff, Bryan Cleal, Amanda Frees, Mette S Væver

“…-Enhanced parental understanding, 2) Meeting the child's needs in comfort and in play, 3) Learning to prevent and manage conflicts is essential-diverse experiences of gains and progress, 4) "I'm actually not a bad parent"-new positive perspectives.…”
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Improving Effectiveness of Safety Training at Construction Worksite Using 3D BIM Simulation by Sungjin Ahn, Taehui Kim, Young-Jun Park, Ji-Myong Kim

“…Also, a survey was conducted targeting safety managers, in which the workers evaluated lifelike quality of the training, active learning and enjoyment that each of the training methods can promote. …”
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