Large-scale urban building function mapping by integrating multi-source web-based geospatial data by Wei Chen, Yuyu Zhou, Eleanor C. Stokes, Xuesong Zhang

“…Morphological (e.g. shape, size, and height) and function (e.g. working, living, and shopping) information of buildings is highly needed for urban planning and management as well as other applications such as city-scale building energy use modeling. …”
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Syntactic Complexity and Communicative Moves of Applied Linguistics Research Article Abstracts: A Function first Approach by Rajab Esfandiari, Mohammad Ahmadi, Aynur Ismayilli Karakoç

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Specialization of the brain for language in children with Fragile X Syndrome: a functional Near Infrared Spectroscopy study by Elizabeth Smith, Kelli C. Dominick, Lauren M. Schmitt, Ernest V. Pedapati, Craig A. Erickson

“…We report results of a functional Near Infrared Spectroscopy (fNIRS) study of responses to speech and nonspeech sounds in the auditory cortex in a sample of 2- to 10-year-old children with FXS and typically developing controls (FXS n = 23, TDC n = 15, mean age = 6.44 and 7.07 years, respectively). …”
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A Data-Synthesis-Driven Approach to Recognize Urban Functional Zones by Integrating Dynamic Semantic Features by Xingyu Liu, Yehua Sheng, Lei Yu

“…To solve these problems, we proposed a data-synthesis-driven approach to quantify and analyze the distribution and mixing of urban functional zones. Firstly, representation learning is used to mine the spatial semantic features, activity temporal features, and activity semantic features that are embedded in POI data and social media check-in data from spatial, temporal, and semantic aspects. …”
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Optimization of 6G resource allocation using CyberTwin function-based service enhancement scheme by Asma Aldrees, Hong Min, Yousef Ibrahim Daradkeh, Ashit Kumar Dutta, Mohd Anjum

“…Through a tree classifier learning mechanism, CyberTwin logs play an essential part in the processing of requests and the preparation of resources. …”
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Microplastics as Emerging Contaminants and Human Health: Exploring Functional Nutrition in Gastric–Colon–Brain Axis Cancer by Maria Scuto, Cinzia Maria Grazia Lombardo, Bruna Lo Sasso, Eleonora Di Fatta, Raffaele Ferri, Angela Trovato Salinaro

“…This review underscores how functional nutrition may represent a viable therapeutic approach to reduce the harmful effects of MP exposure. …”
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Radial Basis Function Coupling with Metaheuristic Algorithms for Estimating the Compressive Strength and Slump of High-Performance Concrete by Amir Reza Taghavi Khangah, Erfan Khajavi, Hasti Azizi, Amir Reza Alizade Novin

“…The contribution in this paper proposes the following: the radial basis function (RBF) model will be enhanced by using two optimization algorithms, namely Horse Herd Optimization (HHO) and Wild Geese Algorithm (WGA). …”
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Examining the Association between Life-Space Mobility and Cognitive Function in Older Adults: A Systematic Review by Nileththi A. De Silva, Michael A. Gregory, Shree S. Venkateshan, Chris P. Verschoor, Ayse Kuspinar

“…Life-space mobility demonstrated small-to-moderate associations with domain-specific cognitive functioning, particularly executive function, learning, memory, and processing speed. …”
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An attention-based loss function and synthetic minority oversampling technique for alleviating class imbalance in predicting diabetes by Santanu Roy, Reshma Rachel Cherish, Gifty Roy

“…This ABCE loss function is incorporated in the DB-Lite model, which is trained from scratch. …”
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Early functional and structural hippocampal impairment in a bilateral common carotid artery stenosis mouse model by Ping Tang, Yi Sun, Chunsheng Yang, Nan Zhang

“…Conclusions Overall, our study demonstrates early functional and structural impairments in the hippocampus contributing to learning and memory deficits after 1 month of BCAS, indicating that the hippocampus is vulnerable to chronic cerebral ischemia.…”
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Physics-informed deep learning model for line-integral diagnostics across fusion devices by Cong Wang, Weizhe Yang, Haiping Wang, Renjie Yang, Jing Li, Zhijun Wang, Yixiong Wei, Xianli Huang, Chenshu Hu, Zhaoyang Liu, Xinyao Yu, Changqing Zou, Zhifeng Zhao

“…Furthermore, the implementation of the Softplus activation function in the final two fully connected layers improves model performance. …”
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Seismic fault identification of deep fault-karst carbonate reservoir using transfer learning by Hanqing Wang, Han Wang, Kunyan Liu, Jin Meng, Yitian Xiao, Yanghua Wang

“…By replacing the traditional weighted cross-entropy loss function with the Dice loss function, the model successfully addresses the issue of extreme class imbalance between positive and negative samples. …”
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Dynamic Relevance-Weighting-Based Width-Adaptive Auto-Encoder by Malak Almejalli, Ouiem Bchir, Mohamed Maher Ben Ismail

“…This distinctive feature enables the simultaneous learning of both the model parameters and its structure. …”
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Trajectory Tracking Control Based on Visual Localization and Adaptive Radial Basis Function Sliding Mode Control by Hung-Yih Tsai, Shih-Min Liao, Chang-Hong Liu

“…An Adaptive Radial Basis Function Sliding Mode Control (ARBFSMC) strategy is further employed to enhance the robustness of trajectory tracking. …”
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Enhancement of memory and emotional functions by long-term ingestion of protease-treated porcine liver extract in mice by Taiga Kurihara, Masanori Sasanuma, Masahiro Kato, Toshio Inoue, Naoko Okada, Teruki Shirayama, Yusuke Tanikawa, Taiki Kawahara, Kazuhiro Sohya, Hiroki Yasuda, Yoshikazu Matsuda, Takeshi Uemura

“…RNA sequencing analysis of the brain tissue revealed substantial changes in gene expression, particularly in pathways associated with learning, memory, and anxiety regulation. Collectively, these results suggest that PLDP induces changes in gene expression associated with brain function, potentially contributing to the enhancement of cognitive function and psychological health. …”
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Predicting Parkinson's disease trajectory using clinical and functional MRI features: A reproduction and replication study. by Elodie Germani, Nikhil Bhagwat, Mathieu Dugré, Rémi Gau, Albert A Montillo, Kevin P Nguyen, Andrzej Sokolowski, Madeleine Sharp, Jean-Baptiste Poline, Tristan Glatard

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The relationship between cognitive and global function in patients with schizophrenia and mood disorders: a transdiagnostic network analysis by Yuanyuan Zhu, Rongrong Zhang, Longyan Ni, Zhaoyang Xie, Shuiping Lu, Shiping Xie, Xiangrong Zhang

“…The Wechsler Adult Intelligence Scale, the MATRICS Consensus Cognitive Battery, and the Global Assessment of Functioning Scale were evaluated. The interaction and centrality indexes of cognitive and global function were analyzed by network analysis.ResultsIn the transdiagnostic network, speed of processing (SOP) and verbal learning (Vrbl) exhibited higher centrality indexes. …”
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SARS-CoV-2 infection impairs oculomotor functions: A longitudinal eye-tracking study by Xiaoting Duan, Zehao Huang, Shuai Zhang, Gancheng Zhu, Rong Wang, Zhiguo Wang

“…Future studies should employ a more balanced research design and leverage advanced machine-learning methods to comprehensively investigate the impact of SARS-CoV-2 infection on oculomotor functions. …”
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Accurately assessing the risk of schizophrenia conferred by rare copy-number variation affecting genes with brain function. by Soumya Raychaudhuri, Joshua M Korn, Steven A McCarroll, International Schizophrenia Consortium, David Altshuler, Pamela Sklar, Shaun Purcell, Mark J Daly

“…One hypothesis is that CNV events cause disease by affecting genes with specific brain functions. Under these circumstances, we expect that CNV events in cases should impact brain-function genes more frequently than those events in controls. …”
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Student conceptualizations of international education programs and professional functioning in the free market: A data-driven inquiry by Marcin Rojek, Elżbieta Szulewicz

“… Research objectives (aims) and problem(s): The aim of the research project Comparative Study on Functions of International Programmes in Poland (NCN, Sonata Bis, 2020/38/E/HS6/00048) was to explain the functions of international education programs in Poland. …”
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