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07/20/2021
Checkovid: A COVID-19 misinformation detection system on Twitter using network and content mining perspectives
During the COVID-19 pandemic, social media platforms were ideal for comm...
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06/21/2021
Low-rank Dictionary Learning for Unsupervised Feature Selection
There exist many high-dimensional data in real-world applications such a...
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06/17/2021
Adaptive Low-Rank Regularization with Damping Sequences to Restrict Lazy Weights in Deep Networks
Overfitting is one of the critical problems in deep neural networks. Man...
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07/07/2020
Diverse and Styled Image Captioning Using SVD-Based Mixture of Recurrent Experts
With great advances in vision and natural language processing, the gener...
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05/05/2020
Adaptive Low-Rank Factorization to regularize shallow and deep neural networks
The overfitting is one of the cursing subjects in the deep learning fiel...
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12/10/2019
Unsupervised Feature Selection based on Adaptive Similarity Learning and Subspace Clustering
Feature selection methods have an important role on the readability of d...
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11/08/2019
Regularized Deep Networks in Intelligent Transportation Systems: A Taxonomy and a Case Study
Intelligent Transportation Systems (ITS) are much correlated with data s...
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03/29/2018
Modified SMOTE Using Mutual Information and Different Sorts of Entropies
SMOTE is one of the oversampling techniques for balancing the datasets a...
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03/29/2018
A real-time warning system for rear-end collision based on random forest classifier
Rear-end collision warning system has a great role to enhance the drivin...
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03/12/2018
Auction-based approximate algorithm for Grid system scheduling under resource provider strategies
In this paper a new mathematical model is proposed for task scheduling a...
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03/12/2018
Effective Implementation of GPU-based Revised Simplex algorithm applying new memory management and cycle avoidance strategies
Graphics Processing Units (GPUs) with high computational capabilities us...
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03/12/2018
Smartphone based Driving Style Classification Using Features Made by Discrete Wavelet Transform
Smartphones consist of different sensors, which provide a platform for d...
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03/04/2018