Abien Fred Agarap

According to our database, Abien Fred Agarap authored at least 10 papers between 2017 and 2021.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2021

Text Classification and Clustering with Annealing Soft Nearest Neighbor Loss.

Abien Fred Agarap

CoRR, 2021

k-Winners-Take-All Ensemble Neural Network.

Abien Fred Agarap, Arnulfo P. Azcarraga

Proceedings of the Neural Information Processing - 28th International Conference, 2021

2020

Improving k-Means Clustering Performance with Disentangled Internal Representations.

Abien Fred Agarap, Arnulfo P. Azcarraga

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2018

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

Abien Fred Agarap, Paul Grafilon

CoRR, 2018

Deep Learning using Rectified Linear Units (ReLU).

Abien Fred Agarap

CoRR, 2018

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

Abien Fred Agarap, Francis John Hill Pepito

CoRR, 2018

On breast cancer detection: an application of machine learning algorithms on the Wisconsin diagnostic dataset.

Abien Fred M. Agarap

Proceedings of the 2nd International Conference on Machine Learning and Soft Computing, 2018

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

Abien Fred Agarap

Proceedings of the 10th International Conference on Machine Learning and Computing, 2018

Use of Word and Character N-Grams for Low-Resourced Local Languages.

Ralph Vincent J. Regalado, Abien Fred Agarap, Renz Iver Baliber, Arian Yambao, Charibeth Cheng

Proceedings of the 2018 International Conference on Asian Language Processing, 2018

2017

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

Abien Fred Agarap

CoRR, 2017