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12/22/2022
Word Embedding Neural Networks to Advance Knee Osteoarthritis Research
Osteoarthritis (OA) is the most prevalent chronic joint disease worldwid...
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05/19/2022
EXPANSE: A Deep Continual / Progressive Learning System for Deep Transfer Learning
Deep transfer learning techniques try to tackle the limitations of deep ...
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02/06/2022
Applications of Machine Learning in Healthcare and Internet of Things (IOT): A Comprehensive Review
In recent years, smart healthcare IoT devices have become ubiquitous, bu...
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01/23/2022
An Integrated Approach for Video Captioning and Applications
Physical computing infrastructure, data gathering, and algorithms have r...
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01/23/2022
Generative Adversarial Network Applications in Creating a Meta-Universe
Generative Adversarial Networks (GANs) are machine learning methods that...
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01/19/2022
A Review of Deep Transfer Learning and Recent Advancements
A successful deep learning model is dependent on extensive training data...
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07/05/2021
Sarcasm Detection: A Comparative Study
Sarcasm detection is the task of identifying irony containing utterances...
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04/07/2021
Automatic Generation of Descriptive Titles for Video Clips Using Deep Learning
Over the last decade, the use of Deep Learning in many applications prod...
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04/07/2021
The Use of Video Captioning for Fostering Physical Activity
Video Captioning is considered to be one of the most challenging problem...
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04/05/2021
A Concise Review of Transfer Learning
The availability of abundant labeled data in recent years led the resear...
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10/07/2020
A Brief Review of Domain Adaptation
Classical machine learning assumes that the training and test sets come ...
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07/22/2020
Internet of Things for Current COVID-19 and Future Pandemics: An Exploratory Study
In recent years, the Internet of Things (IoT) has drawn convincing resea...
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07/14/2020
DeepMSRF: A novel Deep Multimodal Speaker Recognition framework with Feature selection
For recognizing speakers in video streams, significant research studies ...
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07/04/2020
DRDr: Automatic Masking of Exudates and Microaneurysms Caused By Diabetic Retinopathy Using Mask R-CNN and Transfer Learning
This paper addresses the problem of identifying two main types of lesion...
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10/22/2019
Deep Learning at the Edge
The ever-increasing number of Internet of Things (IoT) devices has creat...
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08/26/2019
An Introduction to Advanced Machine Learning : Meta Learning Algorithms, Applications and Promises
In [1, 2], we have explored the theoretical aspects of feature extractio...
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08/22/2019
Applications of Nature-Inspired Algorithms for Dimension Reduction: Enabling Efficient Data Analytics
In [1], we have explored the theoretical aspects of feature selection an...
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08/16/2019
Evolutionary Computation, Optimization and Learning Algorithms for Data Science
A large number of engineering, science and computational problems have y...
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07/23/2019
ISEA: Image Steganalysis using Evolutionary Algorithms
NP-hard problems always have been attracting scientists' attentions, and...
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11/28/2018
The SWAG Algorithm; a Mathematical Approach that Outperforms Traditional Deep Learning. Theory and Implementation
The performance of artificial neural networks (ANNs) is influenced by we...
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01/17/2018