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ORCIDAbien Fred Agarap
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Conference and Workshop Papers
- 2021
[c5]Abien Fred Agarap, Arnulfo P. Azcarraga:
k-Winners-Take-All Ensemble Neural Network. ICONIP (2) 2021: 250-261- 2020
- [c4]Abien Fred Agarap, Arnulfo P. Azcarraga:
Improving k-Means Clustering Performance with Disentangled Internal Representations. IJCNN 2020: 1-8 - 2018
- [c3]Ralph Vincent J. Regalado, Abien Fred Agarap
, Renz Iver Baliber, Arian Yambao, Charibeth Cheng:
Use of Word and Character N-Grams for Low-Resourced Local Languages. IALP 2018: 250-254 - [c2]Abien Fred Agarap:
A Neural Network Architecture Combining Gated Recurrent Unit (GRU) and Support Vector Machine (SVM) for Intrusion Detection in Network Traffic Data. ICMLC 2018: 26-30 - [c1]Abien Fred M. Agarap:
On breast cancer detection: an application of machine learning algorithms on the Wisconsin diagnostic dataset. ICMLSC 2018: 5-9
Informal and Other Publications
- 2024
- [i9]Abien Fred Agarap, Arnulfo P. Azcarraga:
k-Winners-Take-All Ensemble Neural Network. CoRR abs/2401.02092 (2024) - 2021
- [i8]Abien Fred Agarap:
Text Classification and Clustering with Annealing Soft Nearest Neighbor Loss. CoRR abs/2107.14597 (2021) - 2020
- [i7]Abien Fred Agarap, Arnulfo P. Azcarraga:
Improving k-Means Clustering Performance with Disentangled Internal Representations. CoRR abs/2006.04535 (2020) - 2018
- [i6]Abien Fred Agarap, Francis John Hill Pepito:
Towards Building an Intelligent Anti-Malware System: A Deep Learning Approach using Support Vector Machine (SVM) for Malware Classification. CoRR abs/1801.00318 (2018) - [i5]Abien Fred Agarap:
Deep Learning using Rectified Linear Units (ReLU). CoRR abs/1803.08375 (2018) - [i4]Abien Fred Agarap, Paul Grafilon:
Statistical Analysis on E-Commerce Reviews, with Sentiment Classification using Bidirectional Recurrent Neural Network (RNN). CoRR abs/1805.03687 (2018) - 2017
- [i3]Abien Fred Agarap:
A Neural Network Architecture Combining Gated Recurrent Unit (GRU) and Support Vector Machine (SVM) for Intrusion Detection in Network Traffic Data. CoRR abs/1709.03082 (2017) - [i2]Abien Fred Agarap:
On Breast Cancer Detection: An Application of Machine Learning Algorithms on the Wisconsin Diagnostic Dataset. CoRR abs/1711.07831 (2017) - [i1]Abien Fred Agarap:
An Architecture Combining Convolutional Neural Network (CNN) and Support Vector Machine (SVM) for Image Classification. CoRR abs/1712.03541 (2017)
Coauthor Index
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