Abien Fred Agarap | DeepAI

DeepAI AI Chat

Featured Co-authors

Francis John Hill Pepito
1 publication
Arnulfo P. Azcarraga
1 publication
Paul Grafilon
1 publication

∙ 07/23/2021

Text Classification and Clustering with Annealing Soft Nearest Neighbor Loss

We define disentanglement as how far class-different data points from ea...

0 Abien Fred Agarap, et al. ∙

∙ 06/05/2020

Improving k-Means Clustering Performance with Disentangled Internal Representations

Deep clustering algorithms combine representation learning and clusterin...

0 Abien Fred Agarap, et al. ∙

∙ 05/08/2018

Statistical Analysis on E-Commerce Reviews, with Sentiment Classification using Bidirectional Recurrent Neural Network (RNN)

Understanding customer sentiments is of paramount importance in marketin...

0 Abien Fred Agarap, et al. ∙

∙ 03/22/2018

Deep Learning using Rectified Linear Units (ReLU)

We introduce the use of rectified linear units (ReLU) as the classificat...

0 Abien Fred Agarap, et al. ∙

∙ 12/31/2017

Towards Building an Intelligent Anti-Malware System: A Deep Learning Approach using Support Vector Machine (SVM) for Malware Classification

Effective and efficient mitigation of malware is a long-time endeavor in...

0 Abien Fred Agarap, et al. ∙

∙ 12/10/2017

An Architecture Combining Convolutional Neural Network (CNN) and Support Vector Machine (SVM) for Image Classification

Convolutional neural networks (CNNs) are similar to "ordinary" neural ne...

0 Abien Fred Agarap, et al. ∙

∙ 11/20/2017

On Breast Cancer Detection: An Application of Machine Learning Algorithms on the Wisconsin Diagnostic Dataset

This paper presents a comparison of six machine learning (ML) algorithms...

0 Abien Fred Agarap, et al. ∙

∙ 09/10/2017

A Neural Network Architecture Combining Gated Recurrent Unit (GRU) and Support Vector Machine (SVM) for Intrusion Detection in Network Traffic Data

Gated Recurrent Unit (GRU) is a recently-developed variation of the long...

0 Abien Fred Agarap, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world