System Strength Beyond Fault Level by Mehdi Ghazavi Dozein, Brian Berry, Jovica V. Milanovic, Pierluigi Mancarella

“…The paper proposes a new SS classification where the SS “umbrella concept” is broken down into small-signal strength, large-signal strength, and short-circuit strength with relevant SS factors, which may also be used in the context of ancillary services market developments. …”
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A global view of shifting cultivation: Recent, current, and future extent. by Andreas Heinimann, Ole Mertz, Steve Frolking, Andreas Egelund Christensen, Kaspar Hurni, Fernando Sedano, Louise Parsons Chini, Ritvik Sahajpal, Matthew Hansen, George Hurtt

“…The accuracy levels of our classification were high with an overall accuracy above 87%. …”
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Optimized Change Management Process Through Semantic Requirements and Traceability Analysis Tool by Irum Ilyas, Yaser Hafeez, Shariq Hussain, Sadia Ali, Muhammad Jammal, Ibrahima Kalil Toure

“…NLP automates the extraction, classification, and analysis of requirements written in natural language; analyzes unstructured data; and identifies dependencies, redundancies, and ambiguities in requirements. …”
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Mixture of Expert-Based SoftMax-Weighted Box Fusion for Robust Lesion Detection in Ultrasound Imaging by Se-Yeol Rhyou, Minyung Yu, Jae-Chern Yoo

“…<b>Methods:</b> To address these issues, we propose CSM-FusionNet, a novel framework that integrates clustering, SoftMax-weighted Box Fusion (SM-WBF), and padding. …”
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A Reconfigurable Framework for Hybrid Quantum–Classical Computing by Pratibha, Naveed Mahmud

“…To evaluate the proposed framework, an HQC algorithm, namely variational quantum classification, and the MNIST dataset are used as a test case. …”
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ON THE STATE OF LEGAL SUPPORT OF CRYPTOCURRENCIES IN UKRAINE: THROUGH THE PRISM OF FOREIGN EXPERIENCE by V.A. Ustymenko, N.Yu. Polishchuk

“…This article discusses the potential legal classification of Bitcoin and the consequences thereto. …”
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FORENSIC-AUDIT AS AN IMPERATIVE OF ECONOMIC SECURITY AND DEVELOPMENT OF THE COMPANY IN THE CONDITIONS OF GLOBAL TRANSFORMATIONS by K. Nazarova, M. Nezhyva, T. Lositska, V. Miniailo, N. Novikova

“…The article is devoted to topical issues of business protection through the prism of forensics (financial investigations). …”
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Smart intrusion detection model to identify unknown attacks for improved road safety and management by Faisal Alshammari, Abdullah Alsaleh

“…By addressing critical issues such as class imbalance, adaptability to novel threats and real-time scalability, ACIDS offers a practical solution for securing IoV systems. …”
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Data cleaning and harmonization of clinical trial data: Medication-assisted treatment for opioid use disorder. by Raymond R Balise, Mei-Chen Hu, Anna R Calderon, Gabriel J Odom, Laura Brandt, Sean X Luo, Daniel J Feaster

“…A systematic harmonization of OUD clinical trial data can be accomplished, despite heterogeneous data coding and classification procedures, by standardizing commonly assessed characteristics. …”
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Case report: Depression in an older patient with dysgeusia as the initial symptom by Longrun Guo, Zhufa He

“…Using the diagnostic criteria of the International Classification of Diseases (10th edition), a diagnosis of a major depressive episode with psychotic symptoms was made. …”
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Ethnomedicinal survey of plants used in home remedies by the local community of the unexplored village Dudday, District Gujrat, Punjab, Pakistan by Khalid Hussain, Iqra Mushtaq, Khalid Nawaz, Tehreem Riaz

“…For botanical nomenclature and classification of plants, Angiosperm Phylogeny Group-IV was used as a reference. …”
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QUANTITATIVE AND QUALITATIVE CHARACTERISTICS OF FIVE (5) ORIGINS OF MORINGA OLEIFERA FROM NIGER by Rabo Younoussou*, Abatcha Moustapha Yakaka*, Mahamane Ali**

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Shifting the Paradigm by Fabrizio Speziale

“…It looks at the epistemic and the practical issues raised in the preface of the Ma‘dan al-šifā’, which directly questions the adequacy of how Greco-Arabic thought understood body temperament in the Indian environment. …”
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Harnessing pre-trained models for accurate prediction of protein-ligand binding affinity by Jiashan Li, Xinqi Gong

“…Additionally, the model achieves over 95% in classification ROC for binding site identification, underscoring its high accuracy in pinpointing protein-ligand interaction regions. …”
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Knowledge distillation-enhanced marine optical remote sensing object detection with transformer and dual-path architecture by Yubin Yuan, Yiquan Wu, Langyue Zhao, Yuqi Liu, Jinlin Chen

“…The decoder introduces task-specific query decoupling for classification and localization, combined with an Enhanced Multi-scale Attention (EMSA) mechanism that dynamically aggregates contextual information from multiple receptive fields. …”
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Application of the Gait Kinematics Index in Patients with Cerebral Palsy by Katarzyna Jochymczyk-Woźniak, Karolina Wawak, Robert Michnik, Katarzyna Nowakowska-Lipiec

“…Due to the complexity of the medical issues connected with cerebral palsy (CP), the classification of gait pathologies seems rather difficult. …”
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Fault Diagnosis Method for Shearer Arm Gear Based on Improved S-Transform and Depthwise Separable Convolution by Haiyang Wu, Hui Zhou, Chang Liu, Gang Cheng, Yusong Pang

“…Moreover, the proposed method achieves high classification accuracy while reducing both training time and the number of model parameters.…”
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Rehabilitation and Respiratory Expert Consensus on Full-Cycle Rehabilitation Assessment and Treatment for Older Adults with Lung Cancer by JIA Jie, CHEN Xin, HE Jing, DONG Anqin, DING Yipeng, LIAO Weijing, ZHENG Jiejiao, YU Binbin, CHEN Zuobing, FANG Yuan, YAO Liqing, ZHU Yiping, ZHU Jie, QIAN Jiayu

“…Functional impairments encompass multiple aspects, including pulmonary function, cardiac function, exercise capacity, pain, mental and psychological issues, cognition, speech, swallowing, sensory functions, and bowel and bladder dysfunctions. …”
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Innovations of Contemporary Artificial Intelligence: Value-Based Approach by R. I. Mamina, A. V. Ilina

“…Contemporary AI is analyzed today from the standpoint of various classifications, the central place is occupied by the classification based on the comparison of human intelligence and AI. …”
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National Treatment at Investment at Different Levels of Public Administration: Considerations for Policy Makers by Elena Vasilyevna Zhiryaeva, Kalotay Kalman

“…The purpose is to analyse measures of national and subnational authorities affecting the application of the principle of NT vis-à-vis the foreign investor, which allows to recommend certain approaches to investment policy making at the subnational level. The following issues are discussed in the article: concepts of foreign investors and foreign investment in the Russian Federation; NT in bilateral investment agreements; NT of investment in the context of the WTO agreements; a framework for the description of NT at the subnational level; classification of exceptions from NT; exceptions from NT according to GATS obligations; NT at the subnational level. …”
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