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Profil Dosen

Dr. Dhendra Marutho, S.Kom, M.Kom

Lektor

NIDN: 0627038103

H-Index

Dokumen

372

Sitasi

NLP Machine Learning Artificial Intelligence Data Mining Computer Vision

Scopus ORCID Scholar SINTA Email Blog Dosen

Indexed Publications

Other 10

Scopus 2

Citation Impact

1.36 FWCI

FWCI Documents

Documents (batang) & FWCI (garis) per tahun - sumber Scopus.

Sustainable Development Goals

Goal 4: Quality Education

Goal 10: Reduced Inequalities

Goal 16: Peace & Justice

Completed Students

Level	Completed
S1	1
S3	1
	2

Summary

Ringkasan quartile publikasi dan metrik SINTA terakhir.

Sync SINTA: 08 Jul 2026 06:24

Article Quartile

Q1: 0

Q2: 2

Q3: 0

Q4: 0

Non: 9

Research Output

Articles 11

Conference 1

Books 0

Others 32

Metric	Scopus	GScholar	WOS
Article	11	28	0
Citation	343	679	0
Cited Document	9	17	0
H-Index	4	7	-
i10-Index	2	6	-
G-Index	1	1	-

Collaborations and Top Research Areas

Kolaborasi eksternal berdasarkan negara/territory.

Memuat peta kolaborasi...

Belum ada data kolaborasi internasional.

Journal

AutoLabel-ABSA: A Comparative Study of Transformer Embeddings and Clustering Algorithms for Automatic Text Labeling and Aspect-based Categorization

Dr. Dhendra Marutho, S.Kom, M.Kom

International Journal of Intelligent Engineering and Systems, 0

2026 Other 0 citations

Robust Few-Shot Biological Pathology Classification via Optimized Contrastive MobileNetV2: A Transferable Model for Low-Resource Medical Imaging

Dr. Dhendra Marutho, S.Kom, M.Kom

Journal of Intelligent Computing & Health Informatics 7 (1), 2026

2026 Other 0 citations

Evaluating PCA and LDA to Improve Machine Learning Classification of Consumer Behavior in Health Informatics

Dr. Dhendra Marutho, S.Kom, M.Kom

Journal of Intelligent Computing & Health Informatics 6 (1), 18-27, 2025

2025 Other 1 citations

Evaluation of a Semantic Representation-Based Retrieval Model on a Text Dataset Generated from Image Transformation

Dr. Dhendra Marutho, S.Kom, M.Kom

Journal of Intelligent Computing & Health Informatics 6 (2), 2025

2025 Other 0 citations

Optimizing Aspect Term Extraction and Sentiment Classification through Attention Mechanism and Sparse Attention Techniques

Marutho D. 2024 2 cited

International Journal of Intelligent Engineering and Systems

2024 Scopus Q2 2 citations

Optimizing aspect-based sentiment analysis using sentence embedding transformer, bayesian search clustering, and sparse attention mechanism

Dr. Dhendra Marutho, S.Kom, M.Kom

Journal of Open Innovation: Technology, Market, and Complexity 10 (1), 100211, 2024

2024 Other 40 citations

Enhanced multi-ethnic speech recognition using pitch shifting generative adversarial networks

Dr. Dhendra Marutho, S.Kom, M.Kom

IAES International Journal of Artificial Intelligence 13 (3), 2024

2024 Other 2 citations

Enhanced multi-ethnic speech recognition using pitch shifting generative adversarial networks

Nugroho K. 2024 2 cited

Iaes International Journal of Artificial Intelligence

2024 Scopus Q2 2 citations

International Journal of Intelligent Engineering and Systems: Optimizing Aspect Term Extraction and Sentiment Classification through Attention Mechanism and Sparse Attention …

Dr. Dhendra Marutho, S.Kom, M.Kom

International Journal of Intelligent Engineering and Systems, 2024

2024 Other 0 citations

Optimizing Aspect Term Extraction and Sentiment Classification through Attention Mechanism and Sparse Attention Techniques.

Dr. Dhendra Marutho, S.Kom, M.Kom

International Journal of Intelligent Engineering & Systems 17 (5), 2024

2024 Other 3 citations

Comprehensive Exploration of Machine and Deep Learning Classification Methods for Aspect-Based Sentiment Analysis with Latent Dirichlet Allocation Topic Modeling

Dr. Dhendra Marutho, S.Kom, M.Kom

Journal of Future Artificial Intelligence and Technologies 1 (1), 2024

2024 Other 21 citations

Other

Media Pembelajaran Interaktif untuk Mengoptimalkan Pembelajaran Sanggar Belajar di Malaysia

Dr. Dhendra Marutho, S.Kom, M.Kom

Jurnal Hilirisasi Technology kepada Masyarakat (SITECHMAS) 6 (2), 88-94, 2025

2025 Other 0 citations

Benchmarking IndoBERT and Transformer Models for Sentiment Classification on Indonesian E-Government Service Reviews

Dr. Dhendra Marutho, S.Kom, M.Kom

Jurnal Transformatika 23 (1), 86-95, 2025

2025 Other 7 citations

HYBRID DEEP LEARNING RANDOM FOREST OPTIMASI PEMILIHAN FITUR UNTUK PREDIKSI CHURN INDUSTRI TELEKOMUNIKASI

Dr. Dhendra Marutho, S.Kom, M.Kom

Djtechno: Jurnal Teknologi Informasi 6 (2), 694-707, 2025

2025 Other 0 citations

Jurnal TRANSFORMATIKA: Benchmarking IndoBERT and Transformer Models for Sentiment Classification on Indonesian E-Government Service Reviews

Dr. Dhendra Marutho, S.Kom, M.Kom

Jurnal Transformatika 23 (1), 86-95, 2025

2025 Other 0 citations

Machine Learning-Based Analysis of Public Sentiment on Cyber Security Issues via Social Media

Dr. Dhendra Marutho, S.Kom, M.Kom

3rd Lawang Sewu International Symposium on Engineering and Applied Sciences …, 2025

2025 Other 1 citations

berdayaan Pelaku Umkm Gazebo Dan Rumah Kayu Dalam Upaya Percepatan Proses Produksi Di Mangunharjo Tembalang Kota Semarang: Pengabdian

Dr. Dhendra Marutho, S.Kom, M.Kom

Jurnal Pengabdian Masyarakat dan Riset Pendidikan 4 (1), 6534-6540, 2025

2025 Other 0 citations

Cyber Security Issues via Social Media

Dr. Dhendra Marutho, S.Kom, M.Kom

Proceedings of the 3rd Lawang Sewu International Symposium on Engineering …, 2025

2025 Other 0 citations

Pengembangan Model Pendeteksi Ekspresi Wajah Menggunakan Jaringan Saraf Konvolusi dengan Akurasi Tinggi

Dr. Dhendra Marutho, S.Kom, M.Kom

JURNAL KOMPUTER DAN TEKNOLOGI INFORMASI 3 (1), 2025

2025 Other 0 citations

Sentiment analysis optimization using vader lexicon on machine learning approach

Dr. Dhendra Marutho, S.Kom, M.Kom

2022 international Seminar on intelligent Technology and its applications …, 2022

2022 Other 13 citations

Analyze Corporate Anti-Corruption Disclosure with Feature Selection

Dr. Dhendra Marutho, S.Kom, M.Kom

2021 International Seminar on Application for Technology of Information and …, 2021

2021 Other 4 citations

Mobile app for word recognition and visualization of objects using Indonesian language google speech to text for deaf students

Dr. Dhendra Marutho, S.Kom, M.Kom

2020 International Seminar on Application for Technology of Information and …, 2020

2020 Other 10 citations

Pemanfaatan Geolocation Dan Kamera Smartphone Untuk Pelaporan Lampu Penerangan Jalan Umum

Dr. Dhendra Marutho, S.Kom, M.Kom

google

2020 Other 4 citations

A Classification Method of Traditional Decor Pattern Based on Support Vector Machines Approach and Gray Level Co-occurrence Matrix with Mean and F-Score

Dr. Dhendra Marutho, S.Kom, M.Kom

2019 International Seminar on Application for Technology of Information and …, 2019

2019 Other 1 citations

PERBANDINGAN METODE NAÃ VE BAYES, KNN, DECISION TREE PADA LAPORAN WATER LEVEL JAKARTA

Dr. Dhendra Marutho, S.Kom, M.Kom

Jurnal Ilmiah Infokam 15 (2), 2019

2019 Other 28 citations

Perbandingan Metode Naive Bayes, KNN, Decision Tree Pada Laporan Water Level Jakarta

Dr. Dhendra Marutho, S.Kom, M.Kom

Jurnal Ilmiah Infokam 15 (2), 2019

2019 Other 29 citations

The determination of cluster number at k-mean using elbow method and purity evaluation on headline news

Dr. Dhendra Marutho, S.Kom, M.Kom

2018 International Seminar on Application for Technology of Information and …, 2018

2018 Other 0 citations

Measuring hybrid SC-FCM clustering with cluster validity index

Dr. Dhendra Marutho, S.Kom, M.Kom

2018 International seminar on research of information technology and …, 2018

2018 Other 8 citations

RANCANG BANGUN SISTEM INFORMASI MONITORING DAN EVALUASI PADA DINAS PSDA DAN ESDM KOTA SEMARANG

Dr. Dhendra Marutho, S.Kom, M.Kom

Jurnal TIK Provisi 2 (2), 2011

2011 Other 1 citations

IPRs

Keamanan Siber (Cyber Security)

Dr. Dhendra Marutho, S.Kom, M.Kom

Fidyatun Nisa, S.T., M.T. Irene Astuti Lazarusli, S.Kom., M.T. Ferdi Chahyadi, M.Cs. Antoni Pribadi, S.Pd., M.Kom. Khairan Marzuki, ST., M.Kom. Christ Evvert Lisangan, B.IS,S.Kom, MM. Fajar Maulana, S.Kom., M.Kom. Reza Wardhana, M.Eng. Ir. N

2025 Other

SAKAR (Struktur Atom Kimia Augmented Reality)

Dr. Dhendra Marutho, S.Kom, M.Kom

Program Studi Informatika Universitas Muhammadiyah Semarang ( UNIMUS )

2025 Other

Optimasi Aspect-Based Sentiment Analysis Menggunakan Kombinasi Lemmatization-Sentence Transformers (SBERT)–Sparse Attention Mechanism– Bayesian Optimization Berbasis Deep Learning

Dr. Dhendra Marutho, S.Kom, M.Kom

Lembaga Penelitian dan Pengabdian Kepada Masyarakat (LPPM)Universitas Dian Nuswantoro Semarang

2025 Other

FORIONIC (Senyawa Ionik)

Dr. Dhendra Marutho, S.Kom, M.Kom

Program Studi Informatika Universitas Muhammadiyah Semarang ( UNIMUS )

2025 Other

Siketan Semar: (Sistem Informasi Ketersediaan Pangan Kota Semarang

Dr. Dhendra Marutho, S.Kom, M.Kom

Program Studi Informatika Universitas Muhammadiyah Semarang ( UNIMUS )

2025 Other

PeTa AR: Sistem Media Pembelajaran Kimia Tabel Periodik Berbasis Teknologi Augmented

Dr. Dhendra Marutho, S.Kom, M.Kom

Program Studi Informatika Universitas Muhammadiyah Semarang

2025 Other

Tamiya VR

Dr. Dhendra Marutho, S.Kom, M.Kom

Program Studi Informatika Universitas Muhammadiyah Semarang (UNIMUS)

2025 Other

ARMOL3D: (Augmented Reality Molekul 3 Dimensi)

Dr. Dhendra Marutho, S.Kom, M.Kom

Program Studi Informatika Universitas Muhammadiyah Semarang ( UNIMUS )

2025 Other

Sistem Elektronik Dan Media Asisten Responsif Berbasis Artificial Intelligence (Semar AI)

Dr. Dhendra Marutho, S.Kom, M.Kom

Program Studi Informatika Universitas Muhammadiyah Semarang

2025 Other

GeoAR

Dr. Dhendra Marutho, S.Kom, M.Kom

Program Studi Informatika Universitas Muhammadiyah Semarang ( UNIMUS )

2025 Other

Aplikasi Mobile Google Speech To Text Berbahasa Indonesia BagiTunarungu

Dr. Dhendra Marutho, S.Kom, M.Kom

Kristiawan Nugroho, Muljono, Sugeng Murdowo, Dhendra Marutho

2020 Other

Aplikasi Sistem Pemetaan Partisipasi Kejadian Tuberkulosis Berbasis Android

Dr. Dhendra Marutho, S.Kom, M.Kom

Universitas Muhammadiyah Semarang (UNIMUS)

2019 Other

Sistem Surveilans Tuberkulosis Berbasis Clustering K-Means dan Sistem Informasi Geografis

Dr. Dhendra Marutho, S.Kom, M.Kom

Universitas Muhammadiyah Semarang (UNIMUS)

2019 Other

Community Service

Pemberdayaan Pelaku UMKM Gazebo dan Rumah Kayu Dalam Upaya Percepatan Proses Produksi di Mangunharjo Tembalang Kota Semarang

Dr. Dhendra Marutho, S.Kom, M.Kom

Pengabdian Kepada Masyarakat Kompetitif Nasional ( PKM )

2025 Other

Conference

Implementation of SSD MobileNet V2 FPNLite for website-based Indonesian sign language recognition

Dr. Dhendra Marutho, S.Kom, M.Kom

2024 Ninth International Conference on Informatics and Computing (ICIC), 1-7, 2024

2024 Other 1 citations

Dr. Dhendra Marutho, S.Kom, M.Kom

Summary

Article Quartile

Research Output

Collaborations and Top Research Areas

Journal

Other

IPRs

Community Service

Conference

Peningkatan Kinerja Analisis Sentimen Ulasan Berbahasa Indonesia terhadap Ambiguitas dan Kalimat Panjang menggunakan Pendekatan Machine Learning dan Feature Engineering

Peningkatan Kinerja Analisis Sentimen Ulasan Berbahasa Indonesia terhadap Ambiguitas dan Kalimat Panjang menggunakan Pendekatan Machine Learning dan Feature Engineering