Search Results - Subjects Algorithms and Analysis of Algorithms

Optimizing type 2 diabetes management: AI-enhanced time series analysis of continuous glucose monitoring data for personalized dietary intervention by 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 by 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 by 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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Enhanced congestion prediction of traffic flow using a hybrid attention-based deep learning model by 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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Dipper throated optimization with deep convolutional neural network-based crop classification for remote sensing image analysis by 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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Analysis and genetic algorithm optimization of a series system with K-out-of-(n + m): G mixed standby subsystems subject to imperfect switching and elapsed repair time by Temraz, Neama

“… A genetic algorithm is applied to the system to obtain the optimal solution of the system and solve the redundancy allocation…”
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Neuropsychological Test Performance to Enhance Identification of Subjects at Clinical High Risk for Psychosis and to Be Most Promising for Predictive Algorithms for Conversion to Psychosis: A Meta-Analysis by Hauser, Marta, Zhang, Jian-Ping, Sheridan, Eva M, Burdick, Katherine E, Mogil, Rachel, Kane, John M, Auther, Andrea, Carrión, Ricardo E, Cornblatt, Barbara A, Correll, Christoph U

“…), or subjects with first-episode psychosis (FEP). Systematic PubMed/MEDLINE search through January 2014, without language restrictions, using search terms prodrome OR clinical high-risk OR ultra-high risk AND cognition OR individual test names…”
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Shared and Subject-Specific Dictionary Learning (ShSSDL) Algorithm for Multisubject fMRI Data Analysis by Iqbal, Asif, Seghouane, Abd-Krim, Adali, Tulay

“…Objective: Analysis of functional magnetic resonance imaging (fMRI) data from multiple subjects is at the heart of many medical imaging studies, and approaches based on dictionary learning (DL…”
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A dictionary learning algorithm for multi-subject fMRI analysis based on a hybrid concatenation scheme by Iqbal, Asif, Seghouane, Abd-Krim

“… In this paper, we propose a DL algorithm for multi-subject fMRI data analysis which is derived using a hybrid…”
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Improving Fast EMG Classification for Hand Gesture Recognition: A Comprehensive Analysis of Temporal, Spatial, and Algorithm Configurations for Healthy and Post-Stroke Subjects by Montecinos, Camila, Espinoza, Jessica, Zamora Zapata, Mónica, Meruane, Viviana, Fernandez, Ruben

“…) signals for six distinct hand gestures in healthy individuals and post-stroke patients. Different feature extraction methods and machine learning algorithms are employed to analyze the impact of acquisition time (0.5–4…”
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Concurrent Respiration Monitoring of Multiple Subjects by Phase-Comparison Monopulse Radar Using Independent Component Analysis (ICA) With JADE Algorithm and Direction of Arrival (DOA) by Islam, Shekh M. M., Boric-Lubecke, Olga, Lubekce, Victor M.

“… Proposed here is a hybrid method consisting of an SNR-based intelligent decision algorithm which integrates two different approaches to isolate respiratory signatures of two subjects within the radar…”
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Sensitivity and specificity of automated analysis of single-field non-mydriatic fundus photographs by Bosch DR Algorithm—Comparison with mydriatic fundus photography (ETDRS) for screening in undiagnosed diabetic retinopathy by Bawankar, Pritam, Shanbhag, Nita, K., S. Smitha, Dhawan, Bodhraj, Palsule, Aratee, Kumar, Devesh, Chandel, Shailja, Sood, Suneet

“… We evaluated an image analysis application for the automated diagnosis of DR from non-mydriatic single-field images…”
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Controller-driven vector autoregression model for predicting content popularity in programmable named data networking devices by 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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BSmCCA: A block sparse multiple-set canonical correlation analysis algorithm for multi-subject fMRI data sets by Seghouane, Abd-Krim, Iqbal, Asif, Desai, Nandakishor

“…Multiple-set canonical correlation analysis (mCCA) is a generalization of canonical correlation analysis (CCA…”
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Separation of Respiratory Signatures for Multiple Subjects Using Independent Component Analysis with the JADE Algorithm by Islam, Shekh M. M., Yavari, Ehsan, Rahman, Ashikur, Lubecke, Victor M., Boric-Lubecke, Olga

“… However, this technology is still not at the level of practical implementations in healthcare due to motion artifacts and interference from multiple subjects within the range of the Doppler radar sensor…”
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An adaptive gyroscope-based algorithm for temporal gait analysis by Greene, Barry R., McGrath, Denise, O’Neill, Ross, O’Donovan, Karol J., Burns, Adrian, Caulfield, Brian

“… This study aims to evaluate an adaptive gyroscope-based algorithm for automated temporal gait analysis using body-worn wireless gyroscopes…”
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Performance of a multisensor smart ring to evaluate sleep: in-lab and home-based evaluation of generalized and personalized algorithms by Grandner, Michael A, Bromberg, Zohar, Hadley, Aaron, Morrell, Zoe, Graf, Arnulf, Hutchison, Stephen, Freckleton, Dustin

“… Subjects participated in a single night of in-lab PSG and two nights of at-home data collection…”
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An Algorithm for Multi Subject Fmri Analysis Based on the SVD and Penalized Rank-1 Matrix Approximation by Iqbal, Asif, Seghouane, Abd-Krim

“… In this paper we present a new two stage algorithm which aims to separate the joint and sub-specific information from the temporally concatenated multi-subject datasets…”
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Dictionary Learning Algorithm for Multi-Subject Fmri Analysis Via Temporal and Spatial Concatenation by Iqbal, Asif, Seghouane, Abd-Krim

“… In this paper, we propose a DL algorithm which combines temporally and spatially concatenated fMRI datasets to learn not only the shared TC/SM pairs but also the subject-specific ones…”
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A Hitchhiker's guide to statistical tests for assessing randomized algorithms in software engineering by Arcuri, Andrea, Briand, Lionel

“… This paper features a systematic review regarding recent publications in 2009 and 2010 showing that, overall, empirical analyses involving randomized algorithms in software engineering tend…”
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