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Siti Khomsah
Observed names:
Khomsah, Siti,
S Khomsah,
khomsah, siti
Institution:
Telkom University
Observed institutions:
Universitas Gadjah Mada,
Universitas Respati Yogyakarta,
Universitas Pembangunan Nasional Veteran Yogyakarta,
Institut Teknologi Telkom Purwokerto,
Telkom University
ORCID:
0000-0002-9967-4341
Observed ORCID:
0000-0002-9967-4341
OpenAlex ID:
A5047764650
Improving Imbalanced Dataset Classification Using Oversampling and Gradient Boosting
2019
·
Nurheri Cahyana
, Siti Khomsah
, et al.
·
International Conference on Science in Information Technology
·
54
A new nearest neighbor-based framework for diabetes detection
2022
·
Suyanto Suyanto
, Selly Meliana
, et al.
·
Expert Systems with Applications
·
33
The Accuracy Comparison Between Word2Vec and FastText On Sentiment Analysis of Hotel Reviews
2022
·
Siti Khomsah
, Rima Dias Ramadhani
, et al.
·
Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi)
·
29
PDF
Improving Clustering Method Performance Using K-Means, Mini Batch K-Means, BIRCH and Spectral
2021
·
Tenia Wahyuningrum
, Siti Khomsah
, et al.
·
International Seminar on Research of Information Technology and Intelligent Systems (ISRITI)
·
28
Text-Preprocessing Model Youtube Comments in Indonesian
2020
·
Siti Khomsah
, Agus Sasmito Aribowo
·
Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi)
·
26
Implementation Of Text Mining For Emotion Detection Using The Lexicon Method (Case Study: Tweets About Covid-19)
2021
·
Agus Sasmito Aribowo
, Siti Khomsah
·
Telematika
·
21
PDF
Sentiment Analysis On YouTube Comments Using Word2Vec and Random Forest
2021
·
Siti Khomsah
·
Telematika
·
18
PDF
A multi-voter multi-commission nearest neighbor classifier
2022
·
Suyanto Suyanto
, Prasti Eko Yunanto
, et al.
·
Journal of King Saud University - Computer and Information Sciences
·
15
PDF
Cross-domain sentiment analysis model on Indonesian YouTube comment
2021
·
Agus Sasmito Aribowo
, Halizah Basiron
, et al.
·
International Journal of Advances in Intelligent Informatics
·
14
PDF
Naive Bayes Classifier Optimization on Sentiment Analysis of Hotel Reviews
2020
·
Siti Khomsah
·
Jurnal Penelitian Pos dan informatika
·
14
Analisis Sentimen Pelanggan Hotel di Purwokerto Menggunakan Metode Random Forest dan TF-IDF (Studi Kasus: Ulasan Pelanggan Pada Situs TRIPADVISOR)
2021
·
Boma Bayu Baskoro
, Irwan Susanto
, et al.
·
6
Indonesia Infrastructure Development Topic Discovery on Online News with Latent Dirichlet Allocation
2021
·
Ahmad Fathan Hidayatullah
, Muhammad Rifqi Ma’arif
, et al.
·
IOP Conference Series Materials Science and Engineering
·
6
PDF
Fanaticism Category Generation Using Tree-Based Machine Learning Method
2020
·
A S Aribowo
, H Basiron
, et al.
·
Journal of Physics Conference Series
·
6
PDF
Enhancing LLM Efficiency: A Literature Review of Emerging Prompt Optimization Strategies
2025
·
Asyafa Ditra Al Hauna
, Andi Prademon Yunus
, et al.
·
International Journal on Robotics Automation and Sciences
·
4
PDF
Pelatihan Dan Pendampingan Perajin Bambu Desa Grujugan Untuk Meningkatkan Kualitas Irat Dan Diversifikasi Produk
2023
·
Siti Khomsah
, Novanda Alim Setya Nugraha
, et al.
·
JPM Jurnal Pengabdian Masyarakat
·
4
PDF
Comparison of the Effects of Feature Selection and Tree-Based Ensemble Machine Learning for Sentiment Analysis on Indonesian YouTube Comments
2021
·
Siti Khomsah
, Ahmad Fathan Hidayatullah
, et al.
·
Lecture notes in electrical engineering
·
4
Sistem Pakar dengan Beberapa Knowledge Base Menggunakan Probabilitas Bayes dan Mesin Inferensi Forward Chaining
2015
·
Agus Sasmito Aribowo
, Siti Khomsah
·
Seminar Nasional Informatika (SEMNASIF)
·
4
Penerapan Feature Engineering dan Hyperparameter Tuning untuk Meningkatkan Akurasi Model Random Forest pada Klasifikasi Risiko Kredit
2025
·
Nadea Putri Nur Fauzi
, Siti Khomsah
, et al.
·
Jurnal Teknologi Informasi dan Ilmu Komputer
·
3
PDF
Hyperparameter Tuning of Semi-Supervised Learning for Indonesian Text Annotation
2023
·
Siti Khomsah
, Nur Heri Cahyana
, et al.
·
International Journal of Advanced Computer Science and Applications
·
3
PDF
Class Weighting Approach for Handling Imbalanced Data on Forest Fire Classification Using EfficientNet-B1
2025
·
Arvinanto Bahtiar
, Muhammad Ihsan Prawira Hutomo
, et al.
·
JISKA (Jurnal Informatika Sunan Kalijaga)
·
2
PDF
Classification of Indonesian Batik: A Comparative Study of CNN and VGG16 with Canny Edge Detection
2024
·
Rizal Syafi’i
, Siti Khomsah
·
IEEE International Conference on Communication, Networks and Satellite (COMNETSAT)
·
2
Pelabelan Sentimen Berbasis Semi-Supervised Learning menggunakan Algoritma LSTM dan GRU
2024
·
Puji Ayuningtyas
, Siti Khomsah
, et al.
·
JISKA (Jurnal Informatika Sunan Kalijaga)
·
2
PDF
Implementasi Algoritma Catboost Dan Shapley Additive Explanations (SHAP) Dalam Memprediksi Popularitas Game Indie Pada Platform Steam
2024
·
Mohammad Teddy Syamkalla
, Siti Khomsah
, et al.
·
Jurnal Teknologi Informasi dan Ilmu Komputer
·
2
PDF
Analisis Emosi Wisatawan Menggunakan Metode Lexicon Text Analysis
2024
·
Dea Caesy Rahmadani
, Siti Khomsah
, et al.
·
Jurnal Teknik Informatika dan Sistem Informasi
·
2
Digital Transformation of Public Health Data Management Through the Implementation of E-Posyandu in Grujugan Village, Petanahan District, Kebumen Regency
2023
·
Laksmi Diah Nurlita
, Gayuh Fikri Khusnaeli
, et al.
·
J-Dinamika Jurnal Pengabdian Masyarakat
·
2
PDF
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Works count:
53
Citation count:
319
H-index:
10
I10-index:
10
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