Abien Fred Agarap

14 papers B 1Misc 1Journal 10Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Mixture of Experts with Soft Nearest Neighbor Loss: Resolving Expert Collapse via Representation Disentanglement. CoRR Abien Fred Agarap, Arnulfo P. Azcarraga
2024	J	`jnl`	k-Winners-Take-All Ensemble Neural Network. CoRR Abien Fred Agarap, Arnulfo P. Azcarraga
2021	J	`jnl`	Text Classification and Clustering with Annealing Soft Nearest Neighbor Loss. CoRR Abien Fred Agarap
2021	—	`conf`	k-Winners-Take-All Ensemble Neural Network. ICONIP (2) Abien Fred Agarap, Arnulfo P. Azcarraga
2020	B	`conf`	Improving k-Means Clustering Performance with Disentangled Internal Representations. IJCNN Abien Fred Agarap, Arnulfo P. Azcarraga
2020	J	`jnl`	Improving k-Means Clustering Performance with Disentangled Internal Representations. CoRR Abien Fred Agarap, Arnulfo P. Azcarraga
2018	Misc	`conf`	A Neural Network Architecture Combining Gated Recurrent Unit (GRU) and Support Vector Machine (SVM) for Intrusion Detection in Network Traffic Data. ICMLC Abien Fred Agarap
2018	J	`jnl`	Deep Learning using Rectified Linear Units (ReLU). CoRR Abien Fred Agarap
2018	J	`jnl`	Statistical Analysis on E-Commerce Reviews, with Sentiment Classification using Bidirectional Recurrent Neural Network (RNN). CoRR Abien Fred Agarap, Paul Grafilon
2018	J	`jnl`	Towards Building an Intelligent Anti-Malware System: A Deep Learning Approach using Support Vector Machine (SVM) for Malware Classification. CoRR Abien Fred Agarap, Francis John Hill Pepito
2018	—	`conf`	Use of Word and Character N-Grams for Low-Resourced Local Languages. IALP Ralph Vincent J. Regalado, Abien Fred Agarap, Renz Iver Baliber, Arian Yambao, Charibeth Cheng
2017	J	`jnl`	A Neural Network Architecture Combining Gated Recurrent Unit (GRU) and Support Vector Machine (SVM) for Intrusion Detection in Network Traffic Data. CoRR Abien Fred Agarap
2017	J	`jnl`	An Architecture Combining Convolutional Neural Network (CNN) and Support Vector Machine (SVM) for Image Classification. CoRR Abien Fred Agarap
2017	J	`jnl`	On Breast Cancer Detection: An Application of Machine Learning Algorithms on the Wisconsin Diagnostic Dataset. CoRR Abien Fred Agarap