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Abien Fred Agarap

Abien Fred M. Agarap

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Conference and Workshop Papers

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2021
[c5]
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  - conf/iconip/AgarapA21
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Abien Fred Agarap, Arnulfo P. Azcarraga:
k-Winners-Take-All Ensemble Neural Network. ICONIP (2) 2021: 250-261
2020
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Abien Fred Agarap, Arnulfo P. Azcarraga:
Improving k-Means Clustering Performance with Disentangled Internal Representations. IJCNN 2020: 1-8
2018
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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
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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
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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

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2024
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  - journals/corr/abs-2401-02092
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Abien Fred Agarap, Arnulfo P. Azcarraga:
k-Winners-Take-All Ensemble Neural Network. CoRR abs/2401.02092 (2024)
2021
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  - journals/corr/abs-2107-14597
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Abien Fred Agarap:
Text Classification and Clustering with Annealing Soft Nearest Neighbor Loss. CoRR abs/2107.14597 (2021)
2020
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  - journals/corr/abs-2006-04535
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Abien Fred Agarap, Arnulfo P. Azcarraga:
Improving k-Means Clustering Performance with Disentangled Internal Representations. CoRR abs/2006.04535 (2020)
2018
[i6]
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  - journals/corr/abs-1801-00318
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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)
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  - journals/corr/abs-1803-08375
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Abien Fred Agarap:
Deep Learning using Rectified Linear Units (ReLU). CoRR abs/1803.08375 (2018)
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  - journals/corr/abs-1805-03687
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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
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  - journals/corr/abs-1709-03082
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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]
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  - journals/corr/abs-1711-07831
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Abien Fred Agarap:
On Breast Cancer Detection: An Application of Machine Learning Algorithms on the Wisconsin Diagnostic Dataset. CoRR abs/1711.07831 (2017)
[i1]
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  - journals/corr/abs-1712-03541
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Abien Fred Agarap:
An Architecture Combining Convolutional Neural Network (CNN) and Support Vector Machine (SVM) for Image Classification. CoRR abs/1712.03541 (2017)

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