An Architecture Combining Convolutional Neural Network (CNN) and Support Vector Machine (SVM) for Image Classification. - Abien Fred Agarap (CoRR, 2017)

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 (IALP, 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 (ICMLC, 2018)

On breast cancer detection: an application of machine learning algorithms on the Wisconsin diagnostic dataset. - Abien Fred M. Agarap (ICMLSC, 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)

Deep Learning using Rectified Linear Units (ReLU). - Abien Fred Agarap (CoRR, 2018)

Statistical Analysis on E-Commerce Reviews, with Sentiment Classification using Bidirectional Recurrent Neural Network (RNN). - Abien Fred Agarap; Paul Grafilon (CoRR, 2018)

Improving k-Means Clustering Performance with Disentangled Internal Representations. - Abien Fred Agarap; Arnulfo P. Azcarraga (IJCNN, 2020)

k-Winners-Take-All Ensemble Neural Network. - Abien Fred Agarap; Arnulfo P. Azcarraga (ICONIP (2), 2021)

Text Classification and Clustering with Annealing Soft Nearest Neighbor Loss. - Abien Fred Agarap (CoRR, 2021)