Výsledky vyhledávání - "Algorithms and Analysis of Algorithms"

Optimizing type 2 diabetes management: AI-enhanced time series analysis of continuous glucose monitoring data for personalized dietary intervention Autor Anjum, Madiha, Saher, Raazia, Saeed, Muhammad Noman

“…Despite advanced health facilities in many developed countries, diabetic patients face multifold health challenges. Type 2 diabetes mellitus (T2DM) go along…”
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GAT TransPruning: progressive channel pruning strategy combining graph attention network and transformer Autor Lin, Yu-Chen, Wang, Chia-Hung, Lin, Yu-Cheng

“…Recently, large-scale artificial intelligence models with billions of parameters have achieved good results in experiments, but their practical deployment on edge computing platforms is often subject…”
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Learning label smoothing for text classification Autor Ren, Han, Zhao, Yajie, Zhang, Yong, Sun, Wei

“…Training with soft labels instead of hard labels can effectively improve the robustness and generalization of deep learning models. Label smoothing often…”
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Research on marine flexible biological target detection based on improved YOLOv8 algorithm Autor Tian, Yu, Liu, Yanwen, Lin, Baohang, Li, Peng

“… marine flexible biological targets. Initially, we compiled a dataset comprising marine flexible biological subjects and developed a Contrast Limited Adaptive Histogram Equalization (CLAHE…”
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Enhanced congestion prediction of traffic flow using a hybrid attention-based deep learning model Autor Aburasain, Rua Yahya

“…Traffic congestion has become a critical issue worldwide, significantly impacting the quality of life and causing economic losses in urban areas. To address…”
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Categorization of Alzheimer’s disease stages using deep learning approaches with McNemar’s test Autor Şener, Begüm, Acici, Koray, Sümer, Emre

“… Additionally, early detection can reduce treatment costs associated with the disease. A study has been carried out on this subject to have the great importance of detecting…”
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A laboratory experiment on using different financial-incentivization schemes in software-engineering experimentation Autor Bershadskyy, Dmitri, Krüger, Jacob, Calıklı, Gül, Otto, Siegmar, Zabel, Sarah, Greif, Jannik, Heyer, Robert

“…In software-engineering research, many empirical studies are conducted with open-source or industry developers. However, in contrast to other research…”
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Ten quick tips for improving estimated time of arrival predictions using machine learning in logistics and transportation systems Autor Wani, Aasim Ayaz

“…Accurate estimated time of arrival (ETA) predictions are critical for modern logistics, influencing delivery reliability, operational efficiency, and customer…”
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Dipper throated optimization with deep convolutional neural network-based crop classification for remote sensing image analysis Autor Alotaibi, Youseef, Rajendran, Brindha, Rani K., Geetha, Rajendran, Surendran

“…With the rapid advancement of remote sensing technology is that the need for efficient and accurate crop classification methods has become increasingly…”
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AI-driven balance evaluation: a comparative study between blind and non-blind individuals using the mini-BESTest Autor Jaén-Vargas, Milagros, Pagán, Josué, Li, Shiyang, Trujillo-Guerrero, María Fernanda, Kazemi, Niloufar, Sansò, Alessio, Codina-Casals, Benito, Abi Zeid Daou, Roy, Serrano Olmedo, Jose Javier

“… before. Furthermore, despite the scoring of these tests being not subjective, the performance of some activities are subject to the physiotherapist’s…”
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Physicochemical properties-based hybrid machine learning technique for the prediction of SARS-CoV-2 T-cell epitopes as vaccine targets Autor Bukhari, Syed Nisar Hussain, Elshiekh, E., Abbas, Mohamed

“…Majority of the existing SARS-CoV-2 vaccines work by presenting the whole pathogen in the attenuated form to immune system to invoke an immune response. On the…”
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A SE-DenseNet-LSTM model for locomotion mode recognition in lower limb exoskeleton Autor Tang, Jing, Zhao, Lun, Wu, Minghu, Jiang, Zequan, Cao, Jiaxun, Bao, Xiang

“… To evaluate the validity of the hybrid model, inertial measurement units (IMUs) and pressure sensors were used to obtain motion data from 15 subjects…”
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An enhanced BERT model with improved local feature extraction and long-range dependency capture in promoter prediction for hearing loss Autor Sun, Jing, Huang, Yangfan, Fu, Jiale, Teng, Li, Liu, Xiao, Luo, Xiaohua

“…Promoter prediction has a key role in helping to understand gene regulation and in developing gene therapies for complex diseases such as hearing loss (HL)…”
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Multiscale attention-based network to enhance detection and classification of autism spectrum disorders using convolutional neural network Autor Ismail, Walaa N., Ali, Mona A. S.

“…Artificial intelligence (AI) and machine learning (ML) have made significant advances in the early detection and diagnosis of autism spectrum disorder (ASD),…”
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Art design integrating visual relation and affective semantics based on Convolutional Block Attention Mechanism-generative adversarial network model Autor Shen, Jiadong, Wang, Jian

“… This regularization mechanism imposes stronger penalties for inaccuracies in subject-object type predictions and integrates a sentiment corpus to generate more human-like descriptive statements…”
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Controller-driven vector autoregression model for predicting content popularity in programmable named data networking devices Autor Qaiser, Firdous, Hussain, Mudassar, Ahad, Abdul, Pires, Ivan Miguel

“…Named Data Networking (NDN) has emerged as a promising network architecture for content delivery in edge infrastructures, primarily due to its name-based…”
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Physical human locomotion prediction using manifold regularization Autor Javeed, Madiha, Shorfuzzaman, Mohammad, Alsufyani, Nawal, Chelloug, Samia Allaoua, Jalal, Ahmad, Park, Jeongmin

“…Human locomotion is an imperative topic to be conversed among researchers. Predicting the human motion using multiple techniques and algorithms has always been a motivating subject matter…”
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Using machine learning-based binary classifiers for predicting organizational members’ user satisfaction with collaboration software Autor Feng, Yituo, Park, Jungryeol

“…In today's digital economy, enterprises are adopting collaboration software to facilitate digital transformation. However, if employees are not satisfied with…”
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A 2D image 3D reconstruction function adaptive denoising algorithm Autor Wang, Feng, Ni, Weichuan, Liu, Shaojiang, Xu, Zhiming, Qiu, Zemin, Wan, Zhiping

“… The background region is subject to threshold denoising, while the target region undergoes processing using an adversarial generative network…”
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Seamless transformation from use case to sequence diagrams Autor Alyami, Abdulrahman, Pileggi, Salvatore Flavio, Sohaib, Osama, Hawryszkiewycz, Igor

“…System design is an essential subject taught in information systems and has become a core course in its curriculum…”
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