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02/17/2023
Video Action Recognition Collaborative Learning with Dynamics via PSO-ConvNet Transformer
Human Action Recognition (HAR) involves the task of categorizing actions...
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05/20/2022
PSO-Convolutional Neural Networks with Heterogeneous Learning Rate
Convolutional Neural Networks (ConvNets or CNNs) have been candidly depl...
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07/30/2020
An Improvement for Capsule Networks using Depthwise Separable Convolution
Capsule Networks face a critical problem in computer vision in the sense...
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07/30/2020
Rethinking Recurrent Neural Networks and other Improvements for Image Classification
For a long history of Machine Learning which dates back to several decad...
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04/01/2020
Evolution of Scikit-Learn Pipelines with Dynamic Structured Grammatical Evolution
The deployment of Machine Learning (ML) models is a difficult and time-c...
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04/01/2020
Incremental Evolution and Development of Deep Artificial Neural Networks
NeuroEvolution (NE) methods are known for applying Evolutionary Computat...
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05/08/2019
Fast-DENSER++: Evolving Fully-Trained Deep Artificial Neural Networks
This paper proposes a new extension to Deep Evolutionary Network Structu...
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03/18/2019
Advanced Capsule Networks via Context Awareness
Capsule Networks (CN) offer new architectures for Deep Learning (DL) com...
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03/18/2019
Offline and Online Deep Learning for Image Recognition
Image recognition using Deep Learning has been evolved for decades thoug...
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12/20/2018
A Bayesian Additive Model for Understanding Public Transport Usage in Special Events
Public special events, like sports games, concerts and festivals are wel...
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08/17/2018
Learning Supervised Topic Models for Classification and Regression from Crowds
The growing need to analyze large collections of documents has led to gr...
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01/04/2018
DENSER: Deep Evolutionary Network Structured Representation
Deep Evolutionary Network Structured Representation (DENSER) is a novel ...
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06/26/2017
Towards the Evolution of Multi-Layered Neural Networks: A Dynamic Structured Grammatical Evolution Approach
Current grammar-based NeuroEvolution approaches have several shortcoming...
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04/20/2016
Convex Hull Calculations: a Matlab Implementation and Correctness Proofs for the lrs-Algorithm
This paper provides full -code and informal correctness proofs for the l...
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04/20/2016