How Did I Get Here? by Marney Walker

“…The unique value and relevance of the sensory aspects of disruptive, critical and speculative design approaches to explore aesthetic preferences is identified. Methods of documentation of practice in practice based design and the lack of accessible archives is considered. …”
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Detection and Recognition of Underwater Acoustic Communication Signal Under Ocean Background Noise by Mengyi Li, Jilong Li, Haihong Feng

“…Non-cooperative underwater acoustic signal detection and recognition technologies occupy an important position in the marine communication environment. Traditional methods require threshold adjustments based on the environment, making the application less robust. …”
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Infusing equity in continuous improvement: supporting equity-focused leadership development in Columbus City Schools by Daniella Molle, Mickie Sebenoler, James C. Eslinger, Diane Agnes, Richard Halverson

“…The continuous improvement process took place in the context of a multi-year, grant-funded initiative aimed at expanding school leaders’ capacity to advance equity in their buildings.MethodsOur findings are based on a thematic analysis of qualitative data that include interviews, field notes, and artifacts.ResultsWe highlight three social conditions that made the improvement work possible: a district-wide focus on equity, a culture of learning, and partnerships with external organizations. …”
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A Review of Hierarchical Control Strategies for Lower-Limb Exoskeletons in Children with Cerebral Palsy by Ziwei Kang, Hui Li, Yang Wang, Hongliu Yu

“…The exoskeleton control strategies from the 106 selected articles are classified using a hierarchical framework, dividing them into the supervision layer, action layer, and execution layer, with a further categorization into 12 specific control methods. Findings indicate that the supervision level primarily employs finite state machines and linear phase estimation, while the action level predominantly utilizes position trajectory control, torque trajectory control, and impedance control. …”
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Forecasting Financial Distress for Shaping Public Policy: An Empirical Investigation by Soumya Ranjan Sethi, Dushyant Ashok Mahadik

“…Background: Prediction of financial distress has been made more accurate and reliable through machine learning methods. Financial stress affects the business corporate entity, society and the general economy. …”
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PSYCHOLOGICAL READINESS OF SECONDARY VOCATIONAL EDUCATION TEACHERS FOR MASTERING NEW ACTIVITIES IN THE CONTEXT OF PROFESSIONAL REORIENTATION by I. I. Khasanova, S. S. Kotova

“…Nowadays, the requirements for the teachers of vocational training are designed in a completely different way to provide high-quality lifelong learning.The aim of the research is to reveal the psychological readiness of teachers of vocational school for the development of new types of learning activities in the conditions of a professional reorientation.Methodology and research methods. …”
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Error Analysis and Compensation of 3‒PTT Parallel Robot by CHEN Mingfang, LIANG Hongjian, WEI Songpo, HE Chaoyin

“…Then, based on the inverse kinematics analytic formula of the 3‒PTT parallel robot, the joint input is regarded as a known quantity, the position of the mobile platform is regarded as an unknown quantity, and the forward kinematics interpretation of the robot is solved through the inverse solution. …”
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Cascadia Daily GNSS Time Series Denoising: Graph Neural Network and Stack Filtering by Loïc Bachelot, Amanda Thomas, Diego Melgar, Jake Searcy, Yu-Sheng Sun

“…Our findings suggest that GNN-based denoising offers a robust, adaptive solution for heterogeneous GNSS networks, enhancing accuracy in tectonic and volcanic process studies, but stack filtering approaches might still outperform the machine learning technique depending on the application. …”
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IMRMB-Net: A lightweight student behavior recognition model for complex classroom scenarios. by Caihong Feng, Zheng Luo, Deyao Kong, Yunhong Ding, Jingyu Liu

“…With the continuous advancement of education informatization, classroom behavior analysis has become an important tool to improve teaching quality and student learning outcomes. However, student classroom behavior recognition methods still face challenges such as occlusion, small objects, and environmental interference, resulting in low recognition accuracy and lightweight performance. …”
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On Sayyid Sharīf al-Jurjānī’s Risāla fī taqsīm al-‘ilm: Analysis and Critical Edition by Mehmet Özturan

“…In the analysis section, I discuss the treatise’s philosophical background and show that the aforementioned division is the first step of a chain of propositions on what the goal and methods of logic are focusing on the possibility of learning. …”
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Autonomous Mobile Robot Path Planning Techniques—A Review: Classical and Heuristic Techniques by Mubarak Badamasi Aremu, Ibrahim K. Kabir, Gamil Ahmed, Sami El-Ferik

“…We categorize existing approaches based on their core principles, including graph-based, heuristic-based, metaheuristic-based, and learning/reasoning-based methods. …”
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Certified Neural Network Control Architectures: Methodological Advances in Stability, Robustness, and Cross-Domain Applications by Rui Liu, Jianhua Huang, Biao Lu, Weili Ding

“…These innovations position NN controllers as a transformative technology in control engineering, offering fundamental advances in stability-guaranteed learning and topology optimization. …”
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Prior knowledge of anatomical relationships supports automatic delineation of clinical target volume for cervical cancer by Jialin Shi, Xiaoqian Mao, Youquan Yang, Shanfu Lu, Wei Zhang, Shuguang Zhao, Zhiyang He, Ziye Yan, Wei Liang

“…However, previous deep learning methods mainly focus on predicting CTV from CT images without considering the rich prior knowledge. …”
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Resources, Potentials and Academic Achievements of Students. Part 2. From Differentiation to Integration of Resources, Potentials and Academic Achievements of Students by L. Ya. Dorfman, A. Yu. Kalugin

“…The systematisation of the main positions of the formed model was performed in accordance with the problem and comparative analysis based on the inductive method.Results and scientific novelty. …”
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Passive compliance or active innovation: The diffusion of public sport policies in China. by Zhiliang Li, Jian Liu, Hailin Lu, Jingjing Zhou

“…We aim to encourage provincial governments to innovate policy texts based on local development needs, geographic position, and resource capabilities, This will enhance the diffusion of public sports policies and contribute to national and global sports governance. …”
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Investigation of the Challenges of Public Education Centre Instructors by Esen Altunay, Evrim Erol

“…Alternative education opportunities are needed outside of formal education institutions to train individuals, develop skills, and sustain lifelong learning. Adult Education Centres, which have a priority and predominant position among institutions that support lifelong learning in Türkiye, are among the leading institutions that help individuals’ personal, professional, and social development. …”
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Quantitative assessment of the potential of retail outlets by K. A. Lychagin

“…A method  has been developed for dividing retail outlets into strata based on features describing the position of the retail outlets, competitive environment, transport accessibility,  and a typical consumer. …”
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STUDY OF THE AGILITY OF MOVEMENT OF SOFIA UNIVERSITY STUDENTS PARTICIPATING IN TENNIS CLASSES by R. Kostadinov

“…Methods: For the purposes of the study, we used field testing, analyticalsynthetic and mathematical-statistical methods (variation analysis, sigma method). …”
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Asālīb Tadrīs al-Imlā li Gair Nāṭiqīn bi al-Arabiyyah by Fatkhul Ulum

“…Students who are not Arabic speakers encounter many problems when learning this realm. Therefore, it is needed an appropriate method to adapt students language ability with their language level. …”
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Platform Technology for Extended Reality Biofeedback Training Under Operant Conditioning for Functional Limb Weakness: Protocol for the Coproduction of an at-Home Solution (React2H... by Anirban Dutta, Abhijit Das

“…The platform integrates biofeedback training with haptic and visual feedback to support motor relearning and control. MethodsWe propose to use an experience-based co-design framework to engage patients with FND, caregivers, and health care professionals in collaboratively designing the XR platform. …”
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