CanFlyet: habitat zone and diet trait dataset for Diptera species of Canada and Greenland by Samantha Majoros, Tyler Elliott, Sarah Adamowicz

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The digitisation workflow of the herbarium of the State Museum of Natural History of the NAS of Ukraine (LWS) by Andriy Novikov, Viktor Nachychko

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Territorialized forms of production in Morocco: provisional assessment for an own model in gestation by Oumhani Eddelani, Najiba El Amrani El Idrissi, Salvatore Monni

“…As much openness opens up the prospect of competitiveness, as much the local territory ensures a kind of "rescue net" and refuge in the event of global crises that have become frequent. …”
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Marketing Potential of Homemade Food: a New Entrepreneurial Endeavour by Mohammed Muneerali Thottoli, Tif Said Suhail Al Mazroui, Duaa Suleiman Amur Al Hoqani, Maather Mohammed Al-Alawi

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Enhancing medical diagnosis on chest X-rays: knowledge distillation from self-supervised based model to compressed student model by Jaydeep Kishore, Akshita Jain, K. Krishna Koushika, Pawan Kumar Mishra, Shekhar Karanwal, Surendra Solanki

“…Our goal in this work is to increase the accuracy of medical diagnosis using chest X-rays by utilising information distillation and model compression techniques. …”
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STRATEGIC DIRECTIONS OF MARKETING COMMUNICATIONS OF AGRO-INDUSTRIAL ENTERPRISES IN UKRAINE by Oleg Kuzyk

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Cryptographic key generation using deep learning with biometric face and finger vein data by Tsehayu Gizachew Yirga, Hailu Gizachew Yirga, Eshetie Gizachew Addisu

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Evaluation of Underground Zinc Mine Investment Based on Fuzzy-Interval Grey System Theory and Geometric Brownian Motion by Zoran Gligoric, Lazar Kricak, Cedomir Beljic, Suzana Lutovac, Jelena Milojevic

“…The final decision related to project acceptance is based on the net present value of the cash flows generated by the simulation over the time project horizon.…”
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Four new Planothidium species (Achnanthidiaceae, Bacillariophyceae) from the Karst region of Guizhou in China by Yun Li, Lin-Xin Lu, Hui-Wen Zhou, Pan Yu, John Patrick Kociolek, Wan-Ting Pang, Quan-Xi Wang, Qing-Min You

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Efficient Aero-Optical Degraded Image Restoration via Adaptive Frequency Selection by Yingjiao Huang, Qingpeng Zhang, Xiafei Ma, Haotong Ma

“…Based on the spectral characteristics of aero-optical degraded images and the deep learning approach, this paper proposes an adaptive frequency selection network (AFS-NET) for correction. To learn multi-scale and accurate features, we develop cascaded global and local attention mechanism modules to capture long-distance dependency and extensive contextual information. …”
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Recognition of underlying surface using a convolutional neural network on a single-board computer by D. A. Paulenka, V. A. Kovalev, E. V. Snezhko, V. A. Liauchuk, E. I. Pechkovsky

“…The device has the size 5.2×7.4×3.1 cm, the weight52 g, runs on a Raspberry Pi Zero Wireless single-board microcomputer and uses a convolutional neural network based on MobileNetV2 architecture for real-time image classification. …”
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Enthesitis is a clue to the diagnosis of spondyloarthritis, focus on psoriatic arthritis by Ye. D. Yehudina, S. A. Trypolka

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Hand Washing Gesture Recognition Using Synthetic Dataset by Rüstem Özakar, Eyüp Gedikli

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A novel motion key frame extraction and video stream classification based on reinforcement learning and feature fusion by Hongbo Cui, Tao Feng, Jinhui Zheng

“…The fusion features are obtained by combining the original statistical features via S-GCN and ResNet50 network. Some fusion features are more effective than the original statistical features. …”
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STRUCTURAL EQUATION MODELLING (SEM) BASED ASSESSMENT OF STUDENTS' M-LEARNING BEHAVIOURAL ADOPTION USING AN EXTENDED-SIMPLIFIED TAM by Parveen Singh Kalsi, Rajveer Kaur

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Investigating Neutron and Gamma Radiography Techniques and their Comparison using MCNP code by Mehdi Zehtabian, Maryam Farajpour

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A methodological framework to assess the employment impacts of transport infrastructure construction by Heikki Savikko, Joonas Hokkanen, Heikki Metsäranta, Juha Honkatukia, Mika Haapanen, Timo Tohmo, Eva Pongracz

“…However, even though the national net impact on employment was close to zero, the gross regional impact on employment would still be useful information in project planning. …”
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A Deep Learning Approach for Mental Fatigue State Assessment by Jiaxing Fan, Lin Dong, Gang Sun, Zhize Zhou

“…The study utilizes a hybrid deep neural network model, which integrates Residual Networks (ResNet) and Bidirectional Long Short-Term Memory (Bi-LSTM) for feature extraction, and a transformer for feature fusion. …”
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Structural Optimization of p-GaN Gate GaN-Based High Electron Mobility Transistors by GE Mei; LI Yi; WANG Zhiliang; ZHU Youhua

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Assessing Finance Interaction of Chemical Industry Corporations with State by M. K. Malyshev

“…A rise in dividends, payments for losses were typical for enterprises, as well as increasing amount of dividends surpassing net profit. The goal of the article is to identify the level of finance interaction efficiency between state and enterprises of chemical industry. …”
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