Accelerating Multilingual Cryptocurrency Forensics: An NLP-Driven Approach for Efficient Mnemonic Identification by Hsin-Hsiung Kao

“…We trained and compared four NLP deep learning models: RNN, LSTM, BiLSTM, and TextCNN, on a large-scale, real-world dataset. Our analysis reveals that the Text Convolutional Neural Network (TextCNN) model exhibits superior performance, achieving a 99.9993% accuracy rate, nearly matching the 100% accuracy of the Mnemonic Library Matching Method. …”
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Foreign object debris detection in lane images using deep learning methodology by Priyadharsini S., Bhuvaneshwara Raja K., Kousi Krishnan T., Senthil Kumar Jagatheesaperumal, Bader Fahad Alkhamees, Mohammad Mehedi Hassan

“…Results The proposed system was experimentally tested with a large video dataset and compared with existing methods. The results demonstrated improved accuracy and robustness, allowing the FOD clearance team to quickly detect and remove foreign objects, thereby enhancing the safety and efficiency of airport runway operations.…”
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Structural and Functional Deficits in Patients with Poststroke Dementia: A Multimodal MRI Study by Huaying Cai, Zhiyong Zhao, Linhui Ni, Guocan Han, Xingyue Hu, Dan Wu, Xianjun Ding, Jin Wang

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The influence of parental burnout on middle school students’ academic achievement: moderated mediation effect by Lingyi Peng, Lingyi Peng, Huohong Chen, Jinhai Peng, Wei Liang, Wei Liang, Mengfang Li, Weifeng Fu

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Enhancing concealed object detection in active THz security images with adaptation-YOLO by Aiguo Cheng, Shiyou Wu, Xiaodong Liu, Hangyu Lu

“…Through wide-ranging experiments on the active THz image dataset, the results demonstrate that the suggested method effectively improves the accuracy and efficiency of object detectors.…”
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The Octocoral Trait Database: a global database of trait information for octocoral species by D. Gómez-Gras, C. Linares, N. Viladrich, Y. Zentner, J. Grinyó, A. Gori, C. S. McFadden, K. E. Fabricius, J. S. Madin

“…This database houses species- and individual-level data, complemented by contextual information that provides a relevant framework for analyses. The inaugural dataset, OctocoralTraits v2.2, contains over 97,500 global trait observations across 98 traits and over 3,500 species. …”
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A comparative petrophysical evaluation of the Abu Roash, Bahariya, and Kharita reservoirs using well-logging data, East El-Fayoum, Egypt by Mohamed Osman Ebraheem, Hamza Ahmed Ibrahim, Ahmed Hosny Senosy

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Spherical harmonics texture extraction for versatile analysis of biological objects. by Oane Gros, Josiah B Passmore, Noa O Borst, Dominik Kutra, Wilco Nijenhuis, Timothy Fuqua, Lukas C Kapitein, Justin M Crocker, Anna Kreshuk, Simone Köhler

“…We implemented the Spherical Texture method as a plugin in ilastik to provide a parameter-free and data-agnostic application to any segmented 3D or 2D dataset. Additionally, this technique can also be applied through a Python package to provide extra feature extraction for any object classification pipeline or downstream analysis.…”
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LittleFaceNet: A Small-Sized Face Recognition Method Based on RetinaFace and AdaFace by Zhengwei Ren, Xinyu Liu, Jing Xu, Yongsheng Zhang, Ming Fang

“…Experimental results demonstrate significant improvements, achieving an accuracy of 96.12% on the WiderFace dataset and a recognition accuracy of 84.36% in practical laboratory applications.…”
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Optimization of dried garlic physicochemical properties using a self-organizing map and the development of an artificial intelligence prediction model by Hany S. El-Mesery, Mohamed Qenawy, Mona Ali, Merit Rostom, Ahmed Elbeltagi, Ali Salem, Abdallah Elshawadfy Elwakeel

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Zoo U: A Stealth Approach to Social Skills Assessment in Schools by Melissa E. DeRosier, Ashley B. Craig, Rebecca P. Sanchez

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The Synthesis, Characterization and Biological Activity of Some Metal Ions Complexes with Schiff’s Bases Derived from Reaction of 3-Hydrazone-1,3- Dihydro-Indole-2-One with 2- Pyri... by safa sami Muwafaq, Naser Shaalan

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Accumulation of Oxidized Low-Density Lipoprotein in Psoriatic Skin and Changes of Plasma Lipid Levels in Psoriatic Patients by Nilgun Solak Tekin, Ishak Ozel Tekin, Figen Barut, Emine Yilmaz Sipahi

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ThyroNet-X4 genesis: an advanced deep learning model for auxiliary diagnosis of thyroid nodules’ malignancy by Xiaoxue Wang, Yupeng Niu, Hongli Liu, Fa Tian, Qiang Zhang, Yimeng Wang, Yeju Wang, Yijia Li

“…The model was trained and validated using publicly available thyroid ultrasound imaging datasets, and its generalization was further tested using an external validation dataset from HanZhong Central Hospital. …”
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Hyalomma aegyptium: Observed global distribution, imported specimens, preferred hosts and vector competence by Franz Rubel

“…A database was compiled, resulting in 557 H. aegyptium georeferenced locations in the Palearctic. This dataset covers the entire range of H. aegyptium for the first time. …”
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Performance Evaluation of Deep Learning Image Classification Modules in the MUN-ABSAI Ice Risk Management Architecture by Ravindu G. Thalagala, Oscar De Silva, Dan Oldford, David Molyneux

“…To address these challenges, this paper proposes a deep learning-based Arctic ice risk management architecture with multiple modules, including ice classification, risk assessment, ice floe tracking, and ice load calculations. A comprehensive dataset of 15,000 ice images was created using public sources and contributions from the Canadian Coast Guard, and it was used to support the development and evaluation of the system. …”
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Quantitative Proteomic Analysis of Hepatic Tissue of T2DM Rhesus Macaque by Tingfu Du, Shuaiyao Lu, Qinfang Jiang, Yun Li, Kaili Ma

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A Concurrent Cognitive Task Does Not Perturb Quiet Standing in Fibromyalgia and Chronic Fatigue Syndrome by Omid Rasouli, Egil A. Fors, Ottar Vasseljen, Ann-Katrin Stensdotter

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Angiotensin-Converting Enzyme Gene Insertion/Deletion Polymorphism and Small Vessel Cerebral Stroke in Indian Population by Puttachandra Prabhakar, Tanima De, Dindagur Nagaraja, Rita Christopher

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Longitudinal association of individual and household social capital with suicidal ideation: A multilevel analysis in South Korea by Sehee HAN

“…Data for wave 13 (2018) and wave 14 (2019) of the KOWEPS were combined to generate a longitudinal dataset. The final sample for this study includes 10,490 respondents within 6,135 households. …”
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