Multi-view fusion network with test time augmentation for cardiac image segmentation and ejection fraction estimation by Waqas Anwaar, Van Manh, Wufeng Xue, Dong Ni

“…The module regularizes mutual information in the latent space by simultaneously processing both views through separate encoder heads. …”
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Integrated edge-to-exascale workflow for real-time steering in neutron scattering experiments by Junqi Yin, Viktor Reshniak, Siyan Liu, Guannan Zhang, Xiaoping Wang, Zhongcan Xiao, Zachary Morgan, Sylwia Pawledzio, Thomas Proffen, Christina Hoffmann, Huibo Cao, Bryan C. Chakoumakos, Yaohua Liu

“…We introduce a computational framework that integrates artificial intelligence (AI), machine learning, and high-performance computing to enable real-time steering of neutron scattering experiments using an edge-to-exascale workflow. …”
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Integrated photonic programmable random matrix generator with minimal active components by Kevin Zelaya, Mostafa Honari-Latifpour, Mohammad-Ali Miri

“…Abstract Random matrices are fundamental in photonic computing because of their ability to model and enhance complex light interactions and signal processing capabilities. …”
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Applying Probability Theory for the Quality Assessment of a Wildfire Spread Prediction Framework Based on Genetic Algorithms by Andrés Cencerrado, Ana Cortés, Tomàs Margalef

“…For this purpose, we rely on a two-stage prediction process to enhance the quality of traditional predictions, taking advantage of parallel computing. …”
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A synergistic approach for enhanced eye blink detection using wavelet analysis, autoencoding and Crow-Search optimized k-NN algorithm by M. Chandralekha, N. Priyadharshini Jayadurga, Thomas M. Chen, Mithileysh Sathiyanarayanan, Kasif Saleem, Mehmet A. Orgun

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Secure Biometric Identification Using Orca Predators Algorithm With Deep Learning: Retinal Iris Image Analysis by Louai A. Maghrabi, Mohammed Altwijri, Sami Saeed Binyamin, Fouad Shoie Alallah, Diaa Hamed, Mahmoud Ragab

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Drill pipe counting for underground drilling rigs based on miner pose recognition by LIU Jie, YANG Cheng, CHENG Zeming, SUN Xiaohu, XU Hao, SHENG Guoyu

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Tumor ViT-GRU-XAI: Advanced Brain Tumor Diagnosis Framework: Vision Transformer and GRU Integration for Improved MRI Analysis: A Case Study of Egypt by Mohammed Aly, Abdullatif Ghallab, Islam S. Fathi

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Complex PM2.5 Pollution and Hospital Admission for Respiratory Diseases over Big Data in Cloud Environment by Yi Zhou, Lianshui Li

“…With the establishment of China’s national air quality monitoring network, large amounts of monitoring data are available for different kinds of users. How to process and use this big data is a tough problem for users: most users have limited computing power, and new data are collected at every moment. …”
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Transforming Neural Networks into Quantum-Cognitive Models: A Research Tutorial with Novel Applications by Milan Maksimovic, Ivan S. Maksymov

“…The examples discussed in this paper include quantum-inspired analogues of feedforward neural networks, recurrent neural networks, Echo State Network reservoir computing, and Bayesian neural networks, demonstrating that a quantum approach can both optimise the training process and equip the models with certain human-like cognitive characteristics.…”
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A Deep Learning Approach for a Source Code Detection Model Using Self-Attention by Yao Meng, Long Liu

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Multipath Branch Model-Aided Differential Evolution Algorithm Based on Regional Error by Yang Liu, Yi-Xuan Zhang, Zhong-Chao Lin, Yu-Jia Zou

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Data Privacy in the Internet of Things: A Perspective of Personal Data Store-Based Approaches by George P. Pinto, Cássio Prazeres

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A Novel Quantum-Enhanced Algorithm for Dynamic Soil Microbiome Optimization to Boost Agriculture by Mukherjee Anshit

“…Present methods for sustainable soil microbiome management through effective solutions must address microbial complexity. Quantum computing systems provide revolutionary power that enables solutions to the difficulties observed in these applications. …”
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Picture Preview Generation for Interactive Educational Resources by Jianxiong Wang, Yongsheng Rao, Xiaohong Shi, Xiangping Chen

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Optical XOR logic gate design in two dimensional photonic crystal using ANN and PSO by Farsad Heidari, Delir Pashabadi, Mohammad Fathi, Mohammad Razaghi

“…The proposed gate is designed to be used in optical computing and all-optical logic applications, offering advantages such as fast computation and parallel processing. …”
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Optimizing Blockchain Consensus: Incorporating Trust Value in the Practical Byzantine Fault Tolerance Algorithm with Boneh-Lynn-Shacham Aggregate Signature by Dayong Zhang, Nur Haliza Abdul Wahab, Adi Wira Mohd Zin

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Leveraging Deep Learning for Real-Time Coffee Leaf Disease Identification by Opeyemi Adelaja, Bernardi Pranggono

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Parametric Optimization for Fully Fuzzy Linear Programming Problems with Triangular Fuzzy Numbers by Aliviya Bhowmick, Snehashish Chakraverty, Subhashish Chatterjee

“…Unlike conventional techniques that rely on crisp approximations or the defuzzification process, the proposed approach maintains the fuzziness throughout the computation, ensuring that the solutions retain their fuzzy characteristics and better reflect the uncertainties present in the input data. …”
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Improvement of Business Analysis Method of E-Commerce System from the Perspective of Intelligent Recommendation System by Ruihua Shao

“…However, the algorithms used in traditional recommendation technology focus on the single-computer environment and do not consider the performance of the recommendation method when distributed parallel processing is required in the big data environment, so it cannot meet the personalized needs of users in the big data environment. …”
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