Results 41 to 50 of about 263,843 (270)
Federated Learning-Based Service Caching in Multi-Access Edge Computing System
Applied SciencesMulti-access edge computing (MEC) brings computations closer to mobile users, thereby decreasing service latency and providing location-aware services.
Tuan Phong Tran +3 more
doaj +1 more source
Video Popularity Prediction: An Autoencoder Approach With Clustering
IEEE Access, 2020 Autoencoders implemented by artificial neural networks (ANNs) are utilized to learn the latent space representation of data in an unsupervised manner, and they have been widely used in recommender systems.
Yu-Tai Lin +2 more
doaj +1 more source
Modeling and Predicting Popularity Dynamics via Reinforced Poisson Processes
, 2014 An ability to predict the popularity dynamics of individual items within a complex evolving system has important implications in an array of areas.
AAAI +4 more
core +2 more sources
Annals of Clinical and Translational Neurology, EarlyView.ABSTRACT Objective Peripheral neuropathies contribute to patient disability but may be diagnosed late or missed altogether due to late referral, limitation of current diagnostic methods and lack of specialized testing facilities. To address this clinical gap, we developed NeuropathAI, an interpretable deep learning–based multiclass classification ...
Chaima Ben Rabah +7 more
wiley +1 more source
Adaptive Scheme for Caching YouTube Content in a Cellular Network: Machine Learning Approach
IEEE Access, 2017 Content caching at base stations is a promising solution to address the large demands for mobile data services over cellular networks. Content caching is a challenging problem as it requires predicting the future popularity of the content and the ...
S. M. Shahrear Tanzil +2 more
doaj +1 more source
Online Learning Models for Content Popularity Prediction In Wireless Edge Caching
, 2019 Caching popular contents in advance is an important technique to achieve the low latency requirement and to reduce the backhaul costs in future wireless communications. Considering a network with base stations distributed as a Poisson point process (PPP),
Bharath, B. N. +4 more
core +1 more source
Arthritis Care &Research, EarlyView.Objective We examined whether 18 months of strength training in individuals with knee varus alignment and medial tibiofemoral osteoarthritis (OA) reduced knee joint loads during walking compared to an attention control group. Methods This study was a secondary analysis of a randomized clinical trial that compared the effects of strength training to a ...
Stephen P. Messier +12 more
wiley +1 more source
Examining visual impact: predicting popularity and assessing social media visual strategies for NGOs
Online Media and Global Communication, 2023 This research aims to analyze the role of visuals posted on the social media of NGOs and to predict the popularity of a post based on the characteristics of the visual it contains.
Koutromanou Elina +2 more
doaj +1 more source
Shallow reading with Deep Learning: Predicting popularity of online content using only its title
, 2017 With the ever decreasing attention span of contemporary Internet users, the title of online content (such as a news article or video) can be a major factor in determining its popularity. To take advantage of this phenomenon, we propose a new method based
Marasek, Krzysztof +4 more
core +1 more source
When Backpressure Meets Predictive Scheduling [PDF]
, 2013 Motivated by the increasing popularity of learning and predicting human user behavior in communication and computing systems, in this paper, we investigate the fundamental benefit of predictive scheduling, i.e., predicting and pre-serving arrivals, in ...
Chen, Minghua +3 more
core +2 more sources