Defense against Adversarial Attacks in Image Recognition Based on Multilayer Filters by Mingde Wang, Zhijing Liu

“…The security and privacy of a system are urgent issues in achieving secure and efficient learning-based systems. …”
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Ukrainian Scientists in the Second Polish Republic Between Science and Politics: the Case of Myron Korduba by Віталій Тельвак, Святослав Журавльов

“…The purpose of the article is a comprehensive clarification of the issues and ideological foundations of journalistic posts by M. …”
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TAXATION OF INCOME OF PHYSICAL PERSONS AND LOCAL FINANCES: SURPRISES AND PERSPECTIVES OF THEIR SOLUTIONS by I. Lyutyi, V. Ivaniuk

“…The process of transforming these taxes and their budget-forming role in the formation of the capable united territorial communities were investigated. The main issues of enrollment and distribution of income tax among the budgets of different territorial communities as subjects of the process of decentralization of public finances were revealed. …”
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Rethinking progress: harmonizing the discourse on genetically modified crops by Abreham Bekele-Alemu, Abreham Bekele-Alemu, Obssi Dessalegn-Hora, Tura Safawo-Jarso, Ayalew Ligaba-Osena

“…We argue that the classification GM crops as unnatural is a claim that lacks scientific reality. …”
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OPTIMIZATION OF THE PERSONNEL MANAGEMENT MECHANISM IN REGARD TO THE THEORY OF GENERATIONS by O. Klipkova, N. Kozmuk, O. Tsebenko

“…Keywords: enterprise personnel, generation theory, personnel management tools, corporate culture. JEL Classification M12 Formulas: 0; fig.: 4; tabl.: 3; bibl.: 22. …”
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State-of-the-art and future trends in electric vehicle charging infrastructure: A review by Sudev V., Sindhu M.R.

“…This paper primarily focuses on the power converters and the charging technologies as this forms the ‘heart’ of an EVCS, while also elaborating on other associated topics like ESS, EVCS classification, etc. This paper also discusses in detail the issues faced while charging EVs in extreme weather conditions by considering the case of EVs not charging in Chicago in January 2024 and also discusses how the new charging techniques like Constant Current Constant Temperature Constant Voltage (CCCTCV) can help in overcoming such issues. …”
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An Interpretable Model With Probabilistic Integrated Scoring for Mental Health Treatment Prediction: Design Study by Anthony Kelly, Esben Kjems Jensen, Eoin Martino Grua, Kim Mathiasen, Pepijn Van de Ven

“…The model aimed at enhancing the graphical interpretation of the model outputs and addressing issues of prediction explainability, confidence, and robustness. …”
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Multimedia privacy protection: an N-round cascaded cryptosystem based on merged multi-chaotic maps under various image attacks by Tarek Srour, Ali M. El-Rifaie, Mohsen A. M. El-Bendary, Mostafa Eltokhy, Atef E. Abouelazm, Bilel Neji

“…These essential issues have been discussed in this research article. …”
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Algorithms and tools for data-driven omics integration to achieve multilayer biological insights: a narrative review by Aurelia Morabito, Giulia De Simone, Roberta Pastorelli, Laura Brunelli, Manuela Ferrario

“…The high-throughput nature of omics platforms introduces issues such as variable data quality, missing values, collinearity, and dimensionality. …”
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Endometrial cancer: Part II. Multimodality treatment of uterine high-grade serous carcinoma (clinical course I) by Che-Wei Chang, Szu-Ting Yang, Chia-Hao Liu, Wen-Hsun Chang, Wen-Ling Lee, Peng-Hui Wang

“…Since the integration of modern molecular pathology into traditional clinico-pathology for the diagnosis and classification of EC, the treatment is apparently switched to more precise molecular-guided or -targeted therapy, having been reviewed in the part I (2022). …”
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Automatic Traffic Data Collection under Varying Lighting and Temperature Conditions in Multimodal Environments: Thermal versus Visible Spectrum Video-Based Systems by Ting Fu, Joshua Stipancic, Sohail Zangenehpour, Luis Miranda-Moreno, Nicolas Saunier

“…The purpose of this research is to integrate existing computer vision methods for automated data collection and evaluate the detection, classification, and speed measurement performance of thermal video sensors under varying lighting and temperature conditions. …”
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Wheat disease recognition method based on the SC-ConvNeXt network model by Tianliang Dong, Xiao Ma, Bin Huang, Wenyu Zhong, Qingan Han, Qinghai Wu, You Tang

“…Comparative experiments were also conducted against four classic classification models. The experimental results show that the proposed SC-ConvNeXt model achieves an average classification accuracy of 88.05% on the test set, the highest among all comparative models. …”
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Integration of Remote Sensing and GIS for Urban Sprawl Monitoring in European Cities by Stavros Kalogiannidis, Konstantinos Spinthiropoulos, Dimitrios Kalfas, Fotios Chatzitheodoridis, Fani Tziampazi

“…Future literature should add the application of a machine learning approach and artificial intelligence for better classification of land use and quantify the cities’ sprawl. …”
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A Framework Design for Decentralized Digital Identity Across Borders by Jian Chen, Zhiming Cai, Jiayin Qi, Binxing Fang

“…The framework incorporates a data classification and grading strategy, and features three core components: a blockchain-based decentralized identity management mechanism, a universal certification pool model for dynamic data attribute classification and grading, and privacy protection and access control strategies. …”
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Multimodal Fall Detection Using Spatial–Temporal Attention and Bi-LSTM-Based Feature Fusion by Jungpil Shin, Abu Saleh Musa Miah, Rei Egawa, Najmul Hassan, Koki Hirooka, Yoichi Tomioka

“…The features from both branches are fused and passed through a fully connected layer for classification, providing a comprehensive understanding of human motion. …”
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AI-Driven Optimization of Blockchain Scalability, Security, and Privacy Protection by Fujiang Yuan, Zihao Zuo, Yang Jiang, Wenzhou Shu, Zhen Tian, Chenxi Ye, Junye Yang, Zebing Mao, Xia Huang, Shaojie Gu, Yanhong Peng

“…Most of the existing related reviews explore the application of AI in blockchain as a whole but lack in-depth classification and discussion on how AI can empower the core aspects of blockchain. …”
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Features of discounting lease payments in the context of determining the interest rate by V. S. Levin

“…The developed author’s classification of discount rates in rental relations is of practical importance, as well as the examples of determining discount rates in budget institutions and commercial organizations that are subject to investment, credit and country risks. …”
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Blockchain enhanced distributed denial of service detection in IoT using deep learning and evolutionary computation by V. V. S. H. Prasad, Swathi Sowmya Bavirthi, C. S. S. Anupama, E. Laxmi Lydia, K. Sathesh Kumar, Khalid Ammar, Mohamad Khairi Ishak

“…These applications endure on a federal storage framework primarily concerned with multiple issues. Blockchain technology (BC) is one of the supportive methods for developing IoT-based applications. …”
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IOT based wearable sensor system architecture for classifying human activity by V. Mahalakshmi, Pramod Kumar, Manisha Bhende, Ismail Keshta, Swatiben Yashvantbhai Rathod, Janjhyam Venkata Naga Ramesh

“…Wi-Fi sensing methods mitigate privacy and battery issues but rely on costly Intel 5300 network cards or software-defined radio (SDR) platforms, limiting scalability. …”
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MultiDistiller: Efficient Multimodal 3D Detection via Knowledge Distillation for Drones and Autonomous Vehicles by Binghui Yang, Tao Tao, Wenfei Wu, Yongjun Zhang, Xiuyuan Meng, Jianfeng Yang

“…Additionally, during the model lightweighting process, issues such as multimodal feature coupling failure and the imbalance between classification and localization performance often arise. …”
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