›_ Research

Published research.

Machine learning, deep learning and NLP — from fuzzy classifiers to multi-task stance detection on social media.

01

A Stance Dataset with Aspect-based Sentiment Information from Indonesian COVID-19 Vaccination-related Tweets

Data in Brief (Q2)

  • Dataset
  • NLP
  • Sentiment Analysis
Feb 2023
02

Stance Detection on Tweets with Multi-task Aspect-based Sentiment: A Case Study of COVID-19 Vaccination

International Journal of Intelligent Engineering and Systems (Q3)

  • Deep Learning
  • BiGRU-BERT
  • Multi-task Learning
Jun 2022
03

Ensemble-based Methods for Multi-label Classification on Biomedical Question-Answer Data

Journal of Information Systems Engineering and Business Intelligence (Sinta 2)

  • NLP
  • Ensemble Learning
  • BERT
Apr 2022
04

A Bonferroni Mean based Fuzzy K-Nearest Centroid Neighbor Classifier

Journal of Computer Science and Information (Sinta 2)

  • Machine Learning
  • Fuzzy KNN
  • Classification
Feb 2021
05

Prediksi Luas Serangan Hama pada Tanaman Padi Menggunakan Metode Extreme Learning Machine (ELM) dan Particle Swarm Optimization (PSO)

Jurnal Pengembangan Teknlogi Informasi dan Ilmu Komputer (Sinta 2)

  • Extreme Learning Machine
  • PSO
  • Forecasting
Jun 2020