Building intelligence system that create impact.

Comparative Study of LSTM-Based Models with Hyperparameter Optimization for Short-Term Electricity Load Forecasting

Iqbal Kharisudin, Insyiraah Oxaichiko Arissinta, Sabrina Aziz Aulia, Muhamad Abdul Qodir Dani, Galih Kusuma Wijaya

BAREKENG: Jurnal Ilmu Matematika dan Terapan

A comparative study of LSTM-based architectures with systematic hyperparameter optimization for short-term electricity load forecasting, evaluating which configuration best captures temporal dependencies in consumption data across varying load patterns.

Pemodelan Navigasi Adaptif Tunadaksa dengan Integrasi Indeks Aksesibilitas dan Algoritma A*: Studi Kasus di Kampus FMIPA UNNES

Adaptive Navigation Modeling for the Physically Disabled with Accessibility Index Integration and A* Algorithm: A Case Study at FMIPA UNNES Campus

Galih Kusuma Wijaya, Muharima Sahara, Tsalisa Chulaili Syahri Nova, Muhammad Abdul Qodir Dani, Ratna Nur Mustika Sanusi, Iqbal Kharisudin

PRISMA: Prosiding Seminar Nasional Matematika

An algorithmic model integrating a Physical Disability Accessibility Index (IAT) using fuzzy logic with the A* search algorithm to identify optimal and inclusive navigation routes for individuals with physical disabilities.

Prediksi IHSG Berdasarkan Sentimen Publik terhadap Kebijakan Ekonomi Nasional Menggunakan Model IndoBERT–LSTM

IHSG Prediction Based on Public Sentiment towards National Economic Policies Using the IndoBERT–LSTM Model

Galih Kusuma Wijaya, Maulana Anandyta Narayana, Muhammad Akbar Anugrah Syafa, Muhammad Alifian Yusuf, Iqbal Kharisudin, Virgania Sari

PRISMA: Prosiding Seminar Nasional Matematika

A study developing a predictive model for the Indonesia Composite Index (IHSG) by integrating public sentiment from social media using IndoBERT alongside a Long Short-Term Memory (LSTM) time-series model to improve forecasting accuracy.

Regional Prioritization for Free Nutritious Food Programs through Social Data Integration and Public Sentiment Analysis Using K-Means and NLP

Ratna Nur Mustika Sanusi, Galih Kusuma Wijaya, Nur Achmey Selgi Harwanti

UJM: UNNES Journal of Mathematics

An integrated approach combining K-Means clustering on socioeconomic indicators with NLP-based sentiment analysis from social media to build a context-aware regional prioritization model for Indonesia's Free Nutritious Meal program.

Comparative Study of Autoencoder and LSTM-AE for Extreme Temperature Anomaly Detection in Semarang

Galih Kusuma Wijaya, Aliyya Anggraeni, Tsalisa Chulaili Sahri Nova, Muhammad Alifian Yusuf, Iqbal Kharisudin

ICDSOS - POLSTAT STIS International Conference

A comparison of standard Autoencoder and LSTM-Autoencoder for detecting extreme temperature anomalies in Semarang's historical climate data, evaluating which architecture better captures temporal dependencies in anomaly patterns.

Dinamika Sentimen Publik dalam Suksesi Pemerintahan Indonesia berdasarkan Analisis Data Media Sosial

Public Sentiment Dynamics in Indonesian Government Succession Based on Social Media Data Analysis

Galih Kusuma Wijaya, Adelia Venie Diniar, Shata Alwan Jalaluddin, Iqbal Kharisudin

PRISMA: Prosiding Seminar Nasional Matematika

A sentiment analysis of Indonesian social media across the presidential succession from Jokowi to Prabowo, mapping how public sentiment shifted across key political milestones and what it reveals about digital discourse and public trust.