Information Assisted Dictionary Learning for fMRI Data Analysis by Manuel Morante, Yannis Kopsinis, Sergios Theodoridis, Athanassios Protopapas

“…In this paper, the task-related fMRI problem is treated in its matrix factorization form, focusing on the Dictionary Learning (DL) approach. …”
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Continuous approximation and GIS-enhanced design optimization of feeder bus networks along rail corridors. by Jiahe Liu, Rui Song

“…As urbanization accelerates, urban public transportation systems are tasked with meeting the growing demand for travel. …”
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Public Administration Transformation Based on Research in Social Neurosciences in the Context of Sustainable Development. (Part 1) by N. M. Slanevskaya

“…There is a need to revise public administration, and this will require a special programme of research on the relationship between the patterns of thinking, the neurobiological response of the brain and social problems, which will help to determine the parameters of the organization of society in which the human brain and mind will function optimally. Maintaining a healthy brain and developing people’s mental abilities is the main task of public administration, because it is the intellectual ability of the population that the state’s success in all areas depends on.…”
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Demonstrating Efficient and Robust Bosonic State Reconstruction via Optimized Excitation Counting by Tanjung Krisnanda, Clara Yun Fontaine, Adrian Copetudo, Pengtao Song, Kai Xiang Lee, Ni-Ni Huang, Fernando Valadares, Timothy C.H. Liew, Yvonne Y. Gao

“…In this work, we introduce an efficient and robust technique of optimized reconstruction with excitation-number sampling (ORENS) based on the idea of the generalized Q function. We use a standard bosonic circuit quantum electrodynamics (cQED) setup to experimentally demonstrate effective state reconstruction using the theoretically minimum number of measurements. …”
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A QFD-based decision making model for computer-aided design software selection by Kanika Prasad, Shankar Chakraborty

“…Selection of an appropriate CAD software is not a trifling task as it involves analyzing the appositeness of the available software packages to the unique requirements of the organization. …”
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Lärares lek och barns arbete by Kerstin Botö, Annika Lantz-Andersson, Cecilia Wallerstedt

“…The focus on children’s early literacy development is grounded in two views: the bottom-up or phonics perspective (reading and writing primarily as a skill) and the top-down or whole language perspective (communicative function and meaning of written language). The aim is to explore how literacy activities are performed in a preschool class, specifically, how teachers and children interact in a literary activity where an educational TV-program is used as a teaching tool. …”
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Historical background and basic elements of the ideal of Chinese traditional management education by M. Yu. Zakharov, A. V. Shishkova

“…It is concluded that effective managerial education is impossible without a socio-cultural basis, a kind of educational ideal which fulfills the regulatory function.…”
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Enhanced boundary perception and streamlined instance segmentation by Junyong Shi, Guangzhi Chen, Yu Chen

“…Abstract Instance segmentation is a crucial task in computer vision that aims to simultaneously identify and segment individual objects within images. …”
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STEAMPUNK AS A SOUND PHENOMENON IN CARTOONS by Stolbova P. A.

“…The soundtrack of the cartoon performs an important function in immersing the player in digital reality, familiarizing them with the world. …”
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Illustration image style transfer method design based on improved cyclic consistent adversarial network. by Xiaojun Wang, Jing Jiang

“…The results show that when running on the Monet2photo dataset, when the system iterates to 72 times, the loss function value of the research method approaches the target value of 0.00. …”
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Theoretical studies of the k-strong Roman domination problem by Nikolić B., Djukanović M., Grbić M.

“…The aim is to find a feasible mapping that assigns a (integer) weight to each vertex of the input graph with a minimum sum of weights across all vertices. A function is considered feasible if any non-defended vertex, i.e. one labeled by zero, is protected by at least one of its neighboring vertices labeled by at least two. …”
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Mutual-Energy Inner Product Optimization Method for Constructing Feature Coordinates and Image Classification in Machine Learning by Yuanxiu Wang

“…As a key task in machine learning, data classification is essential to find a suitable coordinate system to represent the data features of different classes of samples. …”
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Swarm Intelligence Integrated Graph-Cut for Liver Segmentation from 3D-CT Volumes by Maya Eapen, Reeba Korah, G. Geetha

“…The paper proposes a swarm intelligence inspired edge-adaptive weight function for regulating the energy minimization of the traditional graph-cut model. …”
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Application of Transformer Models for Classification of Chest X-rays by Enoel Arrokho Ernandes

“…The models were trained with the "CrossEntropyLoss" loss function and accuracy, precision, recall, f1-score and AUC (Area Under Curve) accuracy metrics. …”
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Optimal Allocation of Resources in an Open Economic System with Cobb–Douglas Production and Trade Balances by Kamshat Tussupova, Zainelkhriet Murzabekov

“…The model is based on the Cobb–Douglas production function and incorporates sectoral interdependencies, capital depreciation, trade balances, and import quotas. …”
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Language models outperform cloze predictability in a cognitive model of reading. by Adrielli Tina Lopes Rego, Joshua Snell, Martijn Meeter

“…Contextual predictions are implemented via a novel parallel-graded mechanism, where all predicted words at a given position are pre-activated as a function of contextual certainty, which varies dynamically as text processing unfolds. …”
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Research on Data Repair of Pile-Type Adjustable Wind Turbine Foundation Monitoring Based on FST-ATTNet by WEI Huanwei, ZHAO Jizhang, ZHENG Xiao, TAN Fang, LIU Cong

“…The Kolmogorov-Arnold Network (KAN) incorporates a B-spline activation function, further enhancing the model's ability to capture complex nonlinear temporal changes. …”
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Two-Eyed Seeing into shipwrecks: maritime microscopy in the South Carolina Lowcountry by Sara A. Rich, Kayla Raimondi, Hannah Herness

“…By enhancing methods for how archaeology can contribute to the study of multi-species shipwrecks (or shipwreck ecology), this paper reconsiders the function of non-functioning ships and boats from anti-colonial and Native American perspectives. …”
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A van der Waals Synaptic Transistor Based on Ferroelectric Hf0.5Zr0.5O2 and 2D Tungsten Disulfide by Li Chen, Lin Wang, Yue Peng, Xuewei Feng, Soumya Sarkar, Sifan Li, Bochang Li, Liang Liu, Kaizhen Han, Xiao Gong, Jingsheng Chen, Yan Liu, Genquan Han, Kah‐Wee Ang

“…One key aspect to its implementation is the development of artificial synapses that can effectively emulate the multiple functionalities exhibited by their biological counterparts. …”
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Mathematical Modeling of Uniaxial Mechanical Properties of Collagen Gel Scaffolds for Vascular Tissue Engineering by Ramiro M. Irastorza, Bernard Drouin, Eugenia Blangino, Diego Mantovani

“…Small diameter tissue-engineered arteries improve their mechanical and functional properties when they are mechanically stimulated. …”
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