Global Feature Focusing and Information Enhancement Network for Occluded Pedestrian Detection by ZHENG Kaikui, JI Kangyou, LI Jun, LI Qiming

“…Existing methods, including post-processing optimization, specific model based improvements, and body part feature based methods, have limitations such as inaccurate handling of heavily occluded positive samples, high computational complexity, and susceptible to background noise. …”
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Diagnostic efficacy of large language models in the pediatric emergency department: a pilot study by Francesco Del Monte, Roberta Barolo, Maria Circhetta, Angelo Giovanni Delmonaco, Emanuele Castagno, Emanuele Pivetta, Letizia Bergamasco, Letizia Bergamasco, Matteo Franco, Gabriella Olmo, Claudia Bondone

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Multimodal Gated Mixture of Experts Using Whole Slide Image and Flow Cytometry for Multiple Instance Learning Classification of Lymphoma by Noriaki Hashimoto, Hiroyuki Hanada, Hiroaki Miyoshi, Miharu Nagaishi, Kensaku Sato, Hidekata Hontani, Koichi Ohshima, Ichiro Takeuchi

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Conceptual and categorical apparatus of the state criminal and legal policy of countering cybercrimes by S.V. Korzun

“…The types of cybercrimes contained in the Council of Europe Convention on Cybercrime are comprehensively characterized. Based on the processed material, our own approaches to the classification of cybercrime for the purposes of state criminal and legal policy, which has a multi-level nature, have been developed. …”
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TIE‐GCM ROPE ‐ Dimensionality Reduction: Part I by Piyush M. Mehta, Richard J. Licata

“…Abstract Physics‐based models of the ionosphere‐thermosphere system have been touted as the next big thing in the context of drag modeling and space operations for decades. However, the computational complexity of such models have primarily kept them being used operationally. …”
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High resolution satellite imaging 0.5U-size freeform telescope for CubeSat by Jacek Wojtanowski

“…The optical design commercial software was supplemented by add-on responsible for dynamically modifying the set of variables in the loop during the optimization process.ResultsThe designed 250 mm f/4.9 telescope meets the assumed operational and volumetric criteria. …”
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Condensation heat recycling system for heat engines by A. V. Kondrashov, A. A. Trinchenko

“…Installation of a measuring stand, including, among other things, a heat meter, a heat calculator, a controller for transferring measurement results to a personal computer, carrying out the necessary calculations, their subsequent processing and analysis.RESULTS. …”
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High-resolution image inpainting using a probabilistic framework for diverse images with large arbitrary masks by G. Sumathi, M. Uma Devi

“…Even minor changes to the input often necessitate retraining, making the process inefficient. As a result, unsupervised learning approaches have gained prominence in image inpainting. …”
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Investigating students' intention to utilize an e-learning platform in an aviation institution during the COVID-19 pandemic. by Anthony Vicente M Belo, Yogi Tri Prasetyo, Ralph Andre C Roque, Omar Paolo Benito, Maela Madel L Cahigas, Ma Janice J Gumasing, Rianina D Borres, Reny Nadlifatin

“…The study's findings can help policymakers, software developers, and educators improve the e-learning process and maintain the quality of education.…”
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SoybeanNet: A Lightweight Neural Network for Soybean Pod Detection and Quantification by Nayak Ashu, Raghatate Kapesh Subhash

“…With its streamlined architecture, the model is both precise and computationally efficient, making it suitable for deployment on resource-constrained platforms like drones and mobile devices. …”
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Machine learning application to predict binding affinity between peptide containing non-canonical amino acids and HLA-A0201. by Shan Jiang, Zhaoqian Su, Nathaniel Bloodworth, Yunchao Liu, Cristina E Martina, David G Harrison, Jens Meiler

“…Both self and foreign proteins are processed to peptides of 8-10 amino acids, loaded into MHC-Ι, within the endoplasmic reticulum and then presented on the cell surface. …”
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Optimized Captain Selection Using Diffusion-Based Player Behavior Synthesis and Multicriteria Decision Making With Intuitionistic Rough Fuzzy Under Dombi-AHP and PROMETHEE Methods by Ke Wang

“…To use the AHP approach, compute the weight vector for criteria. Then, we use our proposed approach, such as intuitionistic rough fuzzy Dombi weighted averaging (IRFDWA) operators and PROMETHEE, to rank candidates. …”
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Energy-efficient 3D multi-band I/O interface for enhanced mobile memory communication by Ahmed Alzahmi

“…This article develops an energy-efficient 3D multi-band I/O interface to meet the demand for high computation and improve battery life for future mobile memory interfaces exploiting 3D integration. …”
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An Interval Integrated Optimization to Air-Cargo Hub Network Design and Airline Fleet Planning by Yu Wang, Tao Zhu, Kaibo Yuan, Peiwen Zhang, Zhe Liang, Jinfu Zhu

“…This transformation converts the proposed model into an equivalent real-number one, simplifying the solving process. Then a hybrid heuristic algorithm, combining the advantages of Memory-Based Genetic Algorithm (MBGA) and Greedy Heuristic Procedure (GHP), is introduced to enhance the solving speed. …”
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Bridging neuroscience and AI: a survey on large language models for neurological signal interpretation by Sreejith Chandrasekharan, Jisu Elsa Jacob

“…LLMs have a vast background knowledge in neuroscience, disease diagnostics, and EEG signal processing techniques. Thus, these models are capable of achieving expert-level performance with minimal training data, nominal fine-tuning, and less computational overhead, leading to a shorter time to find effective solutions for diagnostics. …”
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Prescribing the Future: The Role of Artificial Intelligence in Pharmacy by Hesham Allam

“…Systematic data scoping incorporated diverse perspectives from medical, pharmaceutical, and computer science domains, leveraging natural language processing for trend analysis and thematic content coding to identify patterns, challenges, and emerging applications. …”
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Oscillating Cosmological Solutions in the Modified Theory of Induced Gravity by Farkhat Zaripov

“…The theory describes two systems (stages): Einstein (ES) and “restructuring” (RS). This process resembles the phenomenon of a phase transition, where different phases (Einstein’s gravitational systems, but with different constants) pass into each other. …”
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Surrogate modeling for flow simulations using design variable-coded deep learning networks by Racheet Matai

“…One notable application is in computational fluid dynamics (CFD), where there is a growing demand for cost-effective alternatives to traditional, resource-intensive simulations. …”
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Axial-FNet: skin cancer image segmentation model based on fuzzy convolution combined with gated axial self-attention by JIANG Shu, CHEN Kun, DING Weiping, ZHOU Tianyi, ZHU Yue

“…The task of skin cancer image segmentation is a key task in the field of medical image processing. The commonly used segmentation algorithms can't well balance the computational resource requirements of local information and global context information when performing diagnosis. …”
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Application of Flow Theory Relations for Solving Problems of Steady-State Crack Growth by M. A. Hundzina, O. V. Yuhnovskaya

“…The aim of the work is the process of obtaining analytical solutions to applied problems of the theory of plasticity: finding the components of stress and strain tensors. …”
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