Home Occupant Archetypes by Marco Antonio ORTIZ SANCHEZ

“…To propose such bespoke environmental features and feedback, occupant archetypes were produced based on the intentions and motivations behind comfort behaviours. …”
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Presenting the model of factors affecting the resilience of entrepreneurial behavior in Technical and Vocational University of Alborz province by Ali Abdi Jamayran, Manouchehr Niknam, Hasan Rangriz

“…Entrepreneurial resilience refers to the ability of entrepreneurs to continue their future plans despite unstable events, market problems, and life conditions. This feature enables entrepreneurs to reduce the harmful effects of unexpected events, overcome it, and search for better situations (Fatoki, 2018). …”
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Specifics of Organizing Distance Learning of Organic Chemistry at a Pedagogical University in Conditions of a Pandemic Coronavirus Infection by E. A. Alekhina, N. A. Makarova

“…Materials and methods. To solve this problem the authors have analyzed pedagogical literature and practical experience to organize distance learning of students, and self-analysis experience of distance learning of organic chemistry for the bachelors of the 3rd course at Omsk State Pedagogical University (direction “Pedagogical Education”, profile “Biology and Chemistry”) using the electronic information and educational environment of the University on the Moodle platform, followed by generalization and systematization of the identified features. …”
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Adversarial Hierarchical-Aware Edge Attention Learning Method for Network Intrusion Detection by Hao Yan, Jianming Li, Lei Du, Binxing Fang, Yan Jia, Zhaoquan Gu

“…Existing graph-based approaches either underestimate edge-level features or fail to balance detection accuracy with adversarial robustness. …”
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Catatonia in ICD-11 by Jonathan P. Rogers, Jo Ellen Wilson, Mark A. Oldham

“…Abstract In the International Statistical Classification of Diseases and Related Health Problems Version 11 (ICD-11), the diagnostic criteria for catatonia have been extensively revised. …”
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Improving Usability of Library Websites for Visually Impaired Users by Using Artificial Intelligence Capabilities by Azam Najafgholinejad

“…The worst features of the websites were: image and unknown security codes (captchas), lack of automatic correction of keywords spelling mistakes, problems of online conversations and unknown sending and receiving messages, dynamic content, lack of adjustment of elements on the page with the keyboard, not having labels for graphics and user input elements, and non-principled page design, etc.Automatic correction, intelligent voice assistants, result clustering, intelligent filtering, intelligent question and answer, text and image processing/ image description, text summarization, semantic search and natural language and user interface personalization are some of the ways to improve the usability of library websites.…”
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Intersystem interactions of physiological system indicators in students with different types of autonomic regulation by V. P. Maltsev, A. A. Govorukhina, O. A. Malkov

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GRE²-MDCL: Graph Representation Embedding Enhanced via Multidimensional Contrastive Learning by Quanjun Li, Weixuan Li, Xiya Zheng, Junhua Zhou, Wenming Zhong, Xuhang Chen, Chao Long

“…To address this, researchers have explored Graph Contrastive Learning (GCL), which uses enhanced graph data and contrastive learning to better capture graph structure and features, providing new avenues for solving real-world problems with limited labelled data. …”
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HGF-MiLaG: Hierarchical Graph Fusion for Emotion Recognition in Conversation with Mid-Late Gender-Aware Strategy by Yihan Wang, Rongrong Hao, Ziheng Li, Xinhe Kuang, Jiacheng Dong, Qi Zhang, Fengkui Qian, Changzeng Fu

“…To address the above problems, this paper proposes a Hierarchical Graph Fusion for ERC with Mid-Late Gender-aware Strategy (HGF-MiLaG). …”
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U-net-based approaches for biometric identification and recognition in cattle by Pınar CİHAN, Ahmet SAYGILI, Muhammed AKYÜZLÜ, Nihat Eren ÖZMEN, Celal Şahin ERMUTLU, Uğur AYDIN, Alican YILMAZ, Özgür AKSOY

“…To minimize these problems and enhance animal welfare, this study proposes a computeraided animal identification and recognition system using retina biometrics. …”
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Estimating intercity human mobility flow from city attributes and intercity relations in physical space and cyberspace via graph attention network by Qingli Shi, Li Zhuo, Qiuping Li, Haiyan Tao

“…Among city attributes, average wage and resident population are the two most important features. Among intercity relations, relations in cyberspace are more prominent than those in physical space and can bring significant performance gains. …”
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Optimization of properties and structure of lightweight materials using digital methods by Igor V. Bessonov, Alexey D. Zhukov, Ekaterina Yu. Bobrova, Elina A. Gorbunova, Ilya S. Govryakov

“…Introduction. The solution to problems aimed at improving the efficiency of construction is closely linked to the use of lightweight mineral materials, which include mineral fibres, foam glass, cold-curing cellular glass, cellular concrete, and foam gypsum. …”
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A Collaborative Multi-Agent Reinforcement Learning Approach for Non-Stationary Environments with Unknown Change Points by Suyu Wang, Quan Yue, Zhenlei Xu, Peihong Qiao, Zhentao Lyu, Feng Gao

“…Reinforcement learning has achieved significant success in sequential decision-making problems but exhibits poor adaptability in non-stationary environments with unknown dynamics, a challenge particularly pronounced in multi-agent scenarios. …”
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Indicators of socio-psychological adaptation and emotional status of adolescents and adolescents by L. S. Evert, T. V. Potupchik, N. Yu. Grishkevich, Yu. R. Akhmeldinova

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DIAGNOSTIC CRITERIA FOR THE FORMATION OF GLAUCOMATOUS OPTIC NEUROPATHY AT THE VARIOUS STAGES OF THE DISEASE by A. G. Shchuko, Y. S. Pyatova, T. N. Iureva, A. S. Grishchuk

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Intramedullary Nail Fixation with Autologous Bone Marrow Transplantation in an Incomplete Atypical Femoral Fracture Patient: Use of Bone Marrow Extracted from the Hollow Reamer by Ryutaro Iwasaki, Masaaki Sakamoto, Tomoyuki Rokkaku, Hitoshi Watanabe, Toshiyuki Yamada, Takeshi Yamaguchi, Yasushi Wako, Hitoshi Kubosawa, Seiji Ohtori

“…Histological examination showed few bone formation features at the fracture line in the excised lateral cortical bone. …”
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Identification and visualization of fusion gene subtypes in APL using spatial attention mechanisms in vision models by Peirou Yan, Guo Pu, Ping Wu, Lijun Wen, Suning Chen, Song Xue

“…IntroductionAcute promyelocytic leukemia (APL) features leukemic cell differentiation arrest at the promyelocytic stage, mainly due to the t (15;17), (q24; q21) translocation that forms the PML-RARA fusion protein. …”
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Anatomy of the neurovascular bundle and methods of its preservation with nerve-sparing prostatectomy by H. S. Gevorgyan, A. A. Kostin, N. V. Vorobyev, K. М. Nyushko, A. G. Muradyan, I. A. Taraki, Y. V. Samsonov

“…However, for the preservation of the neurovascular bundle, it is mandatory to know the anatomical features of this zone.Over the past few decades, anatomical studies have been conducted that described the neuroanatomy of the prostate and the adjacent tissue. …”
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Glacioclimatological investigations of the Institute of Geography, RAS, in the crater of Eastern Summit of Mt. Elbrus in 2020 by V. N. Mikhalenko, S. S. Kutuzov, I. I. Lavrentiev, P. A. Toropov, D. O. Vladimirova, A. A. Abramov, V. V. Matskovsky

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Lifetime Prediction Analysis of Proton Exchange Membrane Fuel Cells Based on Empirical Mode Decomposition—Temporal Convolutional Network by Chao Zheng, Changqing Du, Jiaming Zhang, Yiming Zhang, Jun Shen, Jiaxin Huang

“…This study proposes a novel EMD-TCN-GN algorithm, which, for the first time, integrates empirical mode decomposition (EMD), temporal convolutional network (TCN), and group normalization (GN) by using EMD to adaptively decompose non-stationary signals (such as voltage fluctuations), the dilated convolution of TCN to capture long-term dependencies, and combining GN to group-calibrate intrinsic mode function (IMF) features to solve the problems of modal aliasing and training instability. …”
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