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PROFIL DOSEN

Foto PURWANTO

Purwanto, S.Si, M.Kom, Ph.D

Magister Teknik Informatika - S2 • Ilmu Komputer

NIDN
0625016901
NPP
0686.11.1994.051
Status Staff
Aktif
Home Base
P31
Golongan
-
Jabatan Fungsional
Lektor Kepala
Email
purwanto@dsn.dinus.ac.id
purwanto@dsn.dinus.ac.id
Blog
http://orcid.org/0000-0001-5969-9838
Indeks Publikasi
Sinta ID
259924
Sinta Score
1969
H-Index Google
17
H-Index Scopus
12
Statistik Perwalian

Berdasarkan Tahun Angkatan Mahasiswa

Total Keseluruhan: 26 Mahasiswa

21

S-1

5

S-3
Statistik Bimbingan

Berdasarkan Tahun Angkatan Mahasiswa

Total Keseluruhan: 24 Mahasiswa

8

S-1

4

S-2

12

S-3
Jadwal Mengajar
LOGIKA INFORMATIKA
Kel: A11.4307 3 SKS
JUMAT, 09.30-12.00 • R. H.3.11
LOGIKA INFORMATIKA
Kel: A11.4310 3 SKS
RABU, 07.00-09.30 • R. H.4.4
PENAMBANGAN DATA
Kel: A11.4508 3 SKS
KAMIS, 09.30-12.00 • R. Kulino
PENAMBANGAN DATA
Kel: A11.4513 3 SKS
SENIN, 07.00-09.30 • R. Kulino
RISET OPERASI
Kel: A12.6301 3 SKS
JUMAT, 12.30-15.00 • R. H.4.4
PENAMBANGAN DATA
Kel: P3149Reg 3 SKS
SELASA, 19.00-21.30 • R.
PENAMBANGAN DATA
Kel: P3149WE 3 SKS
SABTU, 09.30-12.00 • R.
PROPOSAL THESIS
Kel: P3147Pagi 3 SKS
ALLDAY, 10.20-12.00 • R.
Realisasi RPS
Seluruh Sesi Kuliah Aktif
Tidak ada data realisasi RPS.
Penelitian
Judul Penelitian Tahun Lokasi Peran
ENHANCING THE PERFORMANCE OF SUPPORT VECTOR MACHINE USING QUANTUM KERNEL FOR MALWARE DETECTION
 2025 UNIVERSITAS DIAN NUSWANTORO Anggota
ENHANCING THE PERFORMANCE OF SUPPORT VECTOR MACHINE USING QUANTUM KERNEL FOR MALWARE DETECTION
 2006 UNIVERSITAS DIAN NUSWANTORO Anggota
Inovasi otomatisasi keamanan sistem aklimatisasi anggrek dalam field monitoring system-smart greenhouse berbasis hybrid deep learning kriptografi
 2025 Universitas Dian Nuswantoro Anggota
Linguistics vs Artificial Intelligence: Perbandingan Analisis Wacana Evaluatif Menggunakan Appraisal Theory dan Aspect-Based Sentiment Analysis pada Teks Review Destinasi Ekowisata (tahun 1)
 2025 Google Map Reviews Anggota
Pengembangan Metode Sentiment Analysis Berbahasa Indonesia Menggunakan Aspect Based Transform Learning Model
 2024 Semarang Anggota
Peningkatan Keamanan Smart Farming Berbasis Wireless Sensor Network Bentuk IoT Aeroponik Urban Farming Berbasis Quantum Cryptography
 2024 Universitas Dian Nuswantoro Anggota
TEKNIK DATA PRE-PROCESSING DAN SELEKSI FITUR BACKWARD ELIMINATION UNTUK KLASIFIKASI NAÏVE BAYES PADA DETEKSI PENYAKIT JANTUNG
 2023 - Anggota
Pengembangan Buku Ajar Sintaksis Bahasa Inggris Berbasis Text-to-Speech bagi Mahasiswa Tunanetra dalam Pembelajaran Inklusif
 2016 - Anggota
Pengembangan Buku Ajar Sintaksis bahasa Inggris Berbasis Text-to-Speech bagi Mahasiswa Tunanetra dalam Pembelajaran Inklusif
 2017 - Anggota
Pengembangan Buku Ajar Sintaksis Bahasa Inggris Berbasis Text-to-Speech bagi Mahasiswa Tunanetra dalam Pembelajaran Inklusif
 2017 Universitas Dian Nuswantoro Anggota
Pengabdian
Judul Pengabdian Tahun Lokasi Peran
Pemanfaatan Google Teachable Machine untuk Meningkatkan Joyful Learning dalam Pengenalan Konsep Deep Learning di SMK N 9 Semarang
 2026 SMK N 9 Semarang Ketua
Penguatan Kompetensi Mahasiswa di Bidang Algoritma Kuantum Grover dan Shor melalui Kegiatan Kolokium Akademik
2025 - Ketua
Asesmen Lapangan Akreditasi Program Studi BAN PT - Program Studi Teknologi Informasi pada program S1 Universitas Tangerang Raya
 2023 - Ketua
Asesmen Lapangan Akreditasi Program Studi BAN PT - Teknologi Komputer pada program D3 Politeknik LP3I Medan
 2023 Teknologi Komputer pada program D3 Politeknik LP3I Medan Ketua
Asesmen Lapangan Akreditasi Program Studi BAN PT - Program Studi Informatika pada program S1 Universitas Primagraha
 2023 - Ketua
Asesmen Lapangan Akreditasi Program Studi BAN PT - Teknik Informatika Universitas Wahidiyah
 2023 Kediri (Daring) Anggota
Publikasi
Judul Publikasi Tahun Jurnal / Penerbit Sumber
Factorial evaluation of DICOM harmonization and clinically constrained augmentation for multi-vendor 2026 Informatics in Medicine Unlocked SINTA
A reliability-aware analytics framework for multi-vendor Tuberculosis screening from chest radiograp 2026 Healthcare Analytics SINTA
Multivariate Hourly Air Quality Forecasting with MES-LSTM as the Core Framework 2026 Statistics Optimization and Information Computing SINTA
A Mid-Level Feature Fusion Framework Integrating PHLF and VGG16 for Robust Batik Pattern Detection 2026 International Journal of Advanced Computer Science and Applications SINTA
Pemanfaatan Google Teachable Machine untuk Pembelajaran Deep Learning di SMK 2026 Jurnal ABDIMASKU (p-ISSN : 2615-3696, e-ISSN : 2620-3235) diterbitkan oleh LPPM Universitas Dian Nus SISTER
Prediction of Etawa Goat Productivity using Decision Tree Algorithm and Optimized with Particle Swar 2026 - SISTER
Quantum Cryptography – Principles, Protocols, and Future Directions: A Review 2026 Journal of Multiscale Materials Informatics SISTER
A Robust Intelligent CNN Model Enhanced with Gabor-Based Feature Extraction, SMOTE Balancing, and Ad 2026 Journal of Imaging SINTA
Optimizing Financial Named Entity Recognition with Pre-Trained Language Model 2026 IEEE SISTER
HyFusion: A Hybrid Frequency–Spatial Normalization Pipeline for Multi-Source Chest XRay Preprocessin 2026 2025 International Conference on Computer Engineering, Network and …, 2025 SINTA
Neural Approaches for Indonesian–Javanese Translation: A Comparison of RNN and Transformer Models 2025 International Seminar on Application for Technology of Information and …, 2025 SINTA
Gradient Boosting and Chi-Square for Advanced Ransomware Detection 2025 2025 International Seminar on Application for Technology of Information and …, 2025 SINTA
Optimizing Stacked KNN, Naive Bayes, and LDA Models Using Random Forest as a Meta-Learner for Diabet 2025 Jurnal Penelitian Pendidikan IPA 11 (10), 418-424, 2025 SINTA
Optimizing Chronic Kidney Disease Diagnosis Using the C4. 5 Algorithm and Missing Value Imputation S 2025 Jurnal Penelitian Pendidikan IPA 11 (9), 857-863, 2025 SINTA
Acne Scar Classification Using Enhanced CNN and Particle Swarm Optimization 2025 IEEE SISTER
NCT-CXR: Enhancing Pulmonary Abnormality Segmentation on Chest X-Rays Using Improved Coordinate Geom 2025 Journal Of Imaging SINTA
Pelatihan Game Designer Untuk Siswa SD Pada Pusat Kegiatan Belajar Masyarakat (PKBM) Semarang
 2025 DEVOZIONE JURNAL PENGABDIAN MULTIDISIPLIN MAHASISWA SISTER
Improved imperceptible engagement-based 2D sigmoid logistic maps, Hill cipher, and Kronecker XOR pro 2025 Bulletin of Electrical Engineering and Informatics (BEEI) SINTA
HU Variance Moment Optimizes Keyframe Selection Based on Deep Learning for Violence Detection 2025 Journal of Applied Data Sciences SISTER
Pemanfaatan Artificial Intelligence (AI) pada Fitur Aplikasi Capcut untuk Video Pembelajaran 2025 Jurnal Abdimasku SINTA
Phishing Detection Using Random Forest-Based Weighted Bootstrap Sampling and LASSO<sup>+</sup> Featu 2024 International Journal of Safety and Security Engineering SINTA
An optimation of advanced encryption standard key expansion using genetic algorithm and least signif 2024 Bulletin of Electrical Engineering and Informatics SINTA
An integration of quantum systems using BB84 for enhanced security in aeroponic smart farming 2024 TELKOMNIKA (Telecommunication Computing Electronics and Control) SINTA
Optimizing Aspect Term Extraction and Sentiment Classification through Attention Mechanism and Spars 2024 International Journal of Intelligent Engineering and Systems SINTA
Filter Gabor and SMOTE Method-Based Convolutional Neural Network for Diabetic Retinopathy Classifica 2024 IEEE SINTA
Fundus Image Classification for Detecting Diabetic Retinopathy Using Convolutional Neural Network wi 2024 IEEE SINTA
An image encryption based on Fibonacci sequence and fusion of advanced encryption standard-least sig 2024 TELKOMNIKA (Telecommunication Computing Electronics and Control) 22 (6 …, 2024 SINTA
Optimizing Parameters for Earthquake Prediction Using Bi-LSTM and Grey Wolf Optimization on Seismic 2024 Journal of Robotics and Control (JRC) SINTA
Pelatihan Digital Marketing Bagi Ibu-ibu PKK sebagai Upaya Mendukung Pertumbuhan Womenpreneur
2024 Abdimasku SINTA
Optimizing aspect-based sentiment analysis using sentence embedding transformer, bayesian search clu 2024 Journal of Open Innovation: Technology, Market, and Complexity SINTA
Systematic Literature Review on Named Entity Recognition: Approach, Method, and Application 2024 Statistics, Optimization and Information Computing SINTA
Pemilihan Fitur Menggunakan Algoritma Chi-Square Dan Particle Swarm Optimization (PSO) Untuk Meningk 2024 JURNAL MEDIA INFORMATIKA BUDIDARMA SINTA
PENDAMPINGAN PEMBUATAN MEDIA PEMBELAJARAN BERBASIS MULTIMEDIA BAGI GURU SD NEGERI PEDURUNGAN KIDUL 0 2024 - SISTER
Deep Learning Model for Unmanned Aerial Vehicle-based Object Detection on Thermal Images 2023 International Information and Engineering Technology Association SINTA
Heart Rate Variability Analysis Through Upsampling on Electrocardiogram Data 2023 IEEE SINTA
Gaussian Based-SMOTE Method for Handling Imbalanced Small Datasets 2023 Jurnal Ilmiah Teknik Elektro Komputer dan Informatika (JITEKI) SINTA
Improving Named Entity Recognition in Bahasa Indonesia with Transformer-Word2Vec-CNN-Attention Model 2023 International Journal of Intelligent Engineering and Systems SINTA
Optimization of Time Deposit Classification Using KNN Algorithm with Information Gain Feature Select 2023 The Third International Conference on Innovations in Social Sciences Education and Engineering SINTA
DATA PRE-PROCESSING AND FEATURE SELECTION TECHNIQUES BACKWARD ELIMINATION FOR NAIVE BAYES CLASSIFICA 2023 Jurnal Ekonomi Teknologi dan Bisnis (JETBIS) SISTER
Improving the Accuracy of C4.5 Algorithm with Chi-Square Method on Pure Tea Classification Using Ele 2023 JURNAL RESTI SISTER
VGG16 Deep Learning Architecture Using Imbalance Data Methods For The Detection Of Apple Leaf Diseas 2023 Journal of Finance and Banking SISTER
Gradually Generative Adversarial Networks Method for Imbalanced Datasets 2023 International Journal of Advanced Computer Science and Applications SINTA
Improving Named Entity Recognition in Bahasa Indonesia with Transformer-Word2Vec-CNN-Attention Model 2023 International Journal of Intelligent Engineering and Systems SINTA
Classification of lombok pearls using GLCM feature extraction and Artificial Neural Networks (ANN) 2022 ILKOM Jurnal Ilmiah SISTER
Semantic segmentation of pendet dance images using multires U-Net architecture 2022 ILKOM Jurnal Ilmiah SISTER
Comparative Study of Classification Algorithms for Website Phishing Detection on Multiple Datasets
 2022 IEEE SISTER
Sentiment Analysis Optimization Using Vader Lexicon on Machine Learning Approach 2022 IEEE SINTA
Optimization of Cross Diagonal Pixel Value Differencing and Modulus Function Steganography Using Edg 2022 Cybernetics and Information Technologies SINTA
Capitalization Feature and Learning Rate for Improving NER Based on RNN BiLSTM-CRF 2022 Institute of Electrical and Electronics Engineers Inc. (IEEE) SINTA
Sentiment Analysis of Community Response Indonesia Against Covid-19 on Twitter Based on Negation Han 2022 KINETIK: Game Technology, Information System, Computer Network, Computing, Electronics, and Control SINTA
Capitalization Feature and Learning Rate for Improving NER Based on RNN BiLSTM-CRF 2022 Proceedings - 2022 IEEE International Conference on Cybernetics and Computational Intelligence, Cybe SINTA
Prediction of Consumer Purchase Intention on Green Product
 2021 - SISTER
Dimensional Reduction with PCA for Feature Selection in Pedestrian Detection 2021 IEEE SISTER
Enhanced Indonesian Ethnic Speaker Recognition using Data Augmentation Deep Neural Network 2021 Journal of King Saud University – Computer and Information Sciences SISTER
Enhanced Indonesian Ethnic Speaker Recognition using Data Augmentation Deep Neural Network 2021 Journal of King Saud University - Computer and Information Sciences SINTA
Development of Mobile e-Participation System to Enhance e-Government Performance
 2019 International Seminar on Application for Technology of Information and Communication 2019 SINTA
Classification models based forward selection for business performance prediction
2014 JATIT (Journal of Theoretical and Applied Information Technology) SISTER
Kekayaan Intelektual
Judul HKI Tanggal Penerbit / Pemberi Paten
Model Hibrida Penyeimbangan Data EKG (Tomek-Smote)
 2026-07-26 -
As-HyWin sebagai Model Hibrida Penyeimbangan Data EKG Non Sintetis
 2026-06-17 -
Program Komputer: Model VGG-PHLFNet untuk Meningkatkan Pengenalan Pola Batik di bawah Distorsi Geome
 2026-06-06 -
Program Komputer: Model HYPHAS (PHLF+VGG+SSD) untuk Meningkatkan Kinerja Deteksi Corak Batik
 2026-06-06 -
Model MILE2F (PHLF+VGG16) untuk Meningkatkan Deteksi Pola Batik
 2026-06-05 -
Aplikasi Web Deteksi Citra Rontgen Dada (CXR) dengan Modul Pra-Pemrosesan HyFusion-v2, Audit Kendali
 2026-04-02 Universitas Dian Nuswantoro
Pemanfaatan Google Teachable Machine untuk Meningkatkan Joyful Learning dalam Pengenalan Konsep Deep
 2026-03-05 -
Optimasi Aspect-Based Sentiment Analysis MenggunakanKombinasi Lemmatization-Sentence Transformers (S
 2025-07-14 Universitas Dian Nuswantoro
Model Transformer- Word2vec-CNN-Attention untukMeningkatkan Kinerja Named Entity Recognition Berbasi
 2025-07-03 Universitas Dian Nuswantoro
Model Transformer- Word2vec-CNN-Attention untukMeningkatkan Kinerja Named Entity Recognition Berbasi
 2025-07-03 Universitas Dian Nuswantoro
Penanganan Dataset Kecil Tidak Seimbang Pada KlasifikasiMenggunakan Metode Gaussian Based-Smote Dan
2025-07-02 -
Analisis Metode Ensemble Pada Klasifikasi Penyakit Jantung Berbasis Decision Tree
 2023-07-24 -
Penerapan Algoritma Genetika Untuk Pemilihan Parameter Neural Network Pada Estimasi Usaha Pengembang
 2022-12-27 -