Kembali
Dashboard / Profil Dosen
PROFIL DOSEN
Affandy, M.Kom., Ph.D.
Sistem Informasi - S1 • Ilmu Komputer
NIDN
0619037601
NPP
0686.11.2000.227
Status Staff
Aktif
Home Base
A12
Golongan
-
Jabatan Fungsional
Lektor
Email
affandy@dsn.dinus.ac.id
affandy@dsn.dinus.ac.id
Indeks Publikasi
Sinta ID
Sinta Score
805
H-Index Google
10
H-Index Scopus
5
Statistik Perwalian
Berdasarkan Tahun Angkatan Mahasiswa
Total Keseluruhan: 31 Mahasiswa
31
S-1Statistik Bimbingan
Berdasarkan Tahun Angkatan Mahasiswa
Total Keseluruhan: 20 Mahasiswa
6
S-16
S-28
S-3Jadwal Mengajar
MANAJEMEN PROYEK TEKNOLOGI INFORMASI
Kel: A11.4513
3 SKS
RABU, 09.30-12.00 • R. Kulino
MANAJEMEN PROYEK SISTEM INFORMASI
Kel: A12.6702
3 SKS
KAMIS, 09.30-12.00 • R. H.5.12
TEKNOLOGI KEWIRAUSAHAAN
Kel: P3149WE
3 SKS
JUMAT, 19.00-21.30 • R.
PROPOSAL THESIS
Kel: P3147Reg
3 SKS
ALLDAY, 12.30-14.10 • R.
PENGANTAR TEKNOLOGI INFORMASI
Kel: K11.101
2 SKS
SENIN, 10.20-12.00 • R.
Realisasi RPS
Seluruh Sesi Kuliah Aktif
Tidak ada data realisasi RPS.
Penelitian
| Judul Penelitian | Tahun | Lokasi | Peran |
|---|---|---|---|
|
Pengembangan Model Ensemble Deep Learning Untuk Mendeteksi Kelelahan Pengemudi Dalam Sistem Keselamatan Berkendara
|
2026 | Semarang | Anggota |
|
LIGHTWEIGHT DAN ROBUST MODEL BERBASIS ENSEMBLE LEARNING UNTUK DETEKSI SERANGAN IOT PADA EDGE COMPUTING
|
2024 | Semarang | Anggota |
|
Model Hybrid pada Sistem Monitoring Transportasi Cerdas Untuk Mendeteksi Pelanggaran Berkendaraan Mengggunakan Algoritma CNN-LSTM
|
2024 | Semarang | Anggota |
|
PELAKSANAAN PROGRAM PENELITIAN INTERNAL - PENELITIAN DASAR PERGURUAN TINGGI
|
2024 | SEMARANG | Ketua |
|
Pengembangan Model Ensemble Deep Learning Untuk Mendeteksi Kelelahan Pengemudi Dalam Sistem Keselamatan Berkendara
|
2025 | - | Anggota |
Pengabdian
| Judul Pengabdian | Tahun | Lokasi | Peran |
|---|---|---|---|
|
Pelatihan Kompetensi Digital Guru SMA Negeri 1 Ngadiluwih melalui Penerapan Teknologi Artificial Intelligence (AI)
|
2026 | Jl. Puskesmas, Budi Mulyo, Branggahan, Kec. Ngadiluwih, Kediri Jatim Pos., Jawa | Anggota |
|
WORKSHOP DAN LOMBA FOTOGRAFI MAKAN TRADISIONAL KEDIRI, TEMA KULINER KOTA KEDIRI YANG NGANGENI
|
2025 | Kota Kediri | Anggota |
|
PELATIHAN PEMBUATAN VIDEO ANIMASI BAGI KELOMPOK INFORMASI MASYARAKAT KOTA KEDIRI
|
2025 | Diskominfo Kota Kediri | Anggota |
|
Menumbuhkan Minat Dan Ketrampilan Produksi Film Dokumenter Pada Generasi Muda : Pelatihan Pada Siswa-Siswi Sma Negeri 3 Kota Semarang
|
2023 | SMA Negeri 3 Semarang,Jl. Pemuda No.149, RT.5/RW.3, Sekayu, Kec. Semarang Tengah | Anggota |
|
Pendampingan dan pembelajaran Computational Thinking untuk siswa sekolah (SD,SMP,SMA) di Kota Semarang
|
2018 | Kota Semarang | Anggota |
Publikasi
| Judul Publikasi | Tahun | Jurnal / Penerbit | Sumber |
|---|---|---|---|
|
Explainable Diabetes Prediction Using a CNN–BiLSTM–Attention Model: A Comparative Analysis of SHAP,
|
2026 | International Journal of Intelligent Engineering and Systems | SISTER |
| Neutra-AGDA CE: A Leakage-safe Generative Data Augmentation Framework for Robust Aspect-based Sentim | 2026 | International Journal of Intelligent Engineering & Systems 19 (8), 633, 2026 | SINTA |
| Explainable Diabetes Prediction Using a CNN-BiLSTM-Attention Model: A Comparative Analysis of SHAP, | 2026 | International Journal of Intelligent Engineering and Systems | SINTA |
| Multi-Variant Enhancement and OCR Selection for Robust License Plate Recognition in Hazy Conditions | 2026 | Statistics Optimization and Information Computing | SINTA |
| Implementasi AI sebagai Asisten Cerdas untuk Meningkatkan Kompetensi Guru dalam Penyusunan Instrumen | 2026 | KOMATIKA | SISTER |
| Establishing SSD-MobileNetV2 as a robust baseline for driver drowsiness detection toward IoT-ready i | 2026 | Int. J. Transp. Dev. Integr 10 (2), 441-453, 2026 | SINTA |
| An Explainable Stacking Ensemble Framework for Student Academic Performance Prediction in Learning M | 2026 | Ingenierie Des Systemes D Information | SINTA |
| Helmet Violation Detection using Hybrid Model YOLO and LSTM | 2026 | TEM Journal | SINTA |
| CatBoost-Based Intrusion Detection System with NearMiss Resampling and Optuna Optimization for IoT E | 2026 | International Journal of Computer Networks and Applications | SINTA |
| Attention-Guided Lightweight MobileNetV2 for Real-Time Driver Drowsiness Classification on Edge-IoT | 2026 | International Journal of Advanced Computer Science and Applications | SINTA |
|
Attention-Guided Lightweight MobileNetV2 for Real-Time Driver Drowsiness Classification on Edge-IoT
|
2026 | (IJACSA) International Journal of Advanced Computer Science and Applications | SINTA |
| Enhancing False Alarm Reduction in Network Traffic Anomaly Detection Using Ensemble Machine Learning | 2025 | IEEE | SINTA |
| The Impact of Squeeze-and-Excitation Blocks on CNN Models and Transfer Learning for Pneumonia Classi | 2025 | Professional Organization Ikatan Ahli Informatika Indonesia (IAII)/Indonesian Informatics Experts As | SINTA |
|
Deep Learning Model for Posture-based Height Estimation of Toddlers on Monocular Images
|
2025 | IEEE | SINTA |
| Enhancing Vision Transformer Performance with Rotation Based Augmentation for Classifying Images of | 2025 | INTENSIF: Jurnal Ilmiah Penelitian dan Penerapan Teknologi Sistem Informasi | SINTA |
| Hybrid Deep Autoencoder and AdaBoost for Robust Facial Expression Recognition | 2025 | International Journal of Computational Methods and Experimental Measurements | SINTA |
| Leveraging Label Preprocessing for Effective End-to-End Indonesian Automatic Speech Recognition | 2025 | Sinkron : jurnal dan penelitian teknik informatika | SINTA |
| Systematic Literature Review on Aspect-Based Sentiment Analysis: Insights from Community Reports | 2024 | 2024 International Seminar on Application for Technology of Information and Communication(iSemantic) | SISTER |
|
Enhancing License Plate Recognition in Foggy Condition Base on Yolov8 and Dark Channel Prior
|
2024 | IEEE | SISTER |
| Analisis Metode Smoote pada Klasifikasi Penyakit Jantung Berbasis Random Forest Tree | 2024 | Jurnal Media Informatika Budidarma | SINTA |
| Educational data mining (EDM) as a tool to eligibility determination of scholarship recipient studen | 2024 | PANCASAKTI INTERNATIONAL CONFERENCES ENGINEERING AND COMPUTER SCIENCE | SINTA |
|
Exploiting Silhouette Principle Component For Dimension Reduction In Breast Ultrasound Images Classi
|
2024 | International Journal Of Artificial Intellegence Research | SINTA |
| Effect of Distance and Light Intensity on Multiple Detection Object | 2024 | IEEE Xplore | SISTER |
| Enhancing Machine Learning Accuracy in Detecting Preventable Diseases using Backward Elimination Met | 2024 | JURNAL MEDIA INFORMATIKA BUDIDARMA | SINTA |
| Effect of Distance and Light Intensity on Multiple Detection Object | 2023 | Institute of Electrical and Electronics Engineers Inc. (IEEE) | SINTA |
| Performance Analysis of Machine Learning Algorithms for Diabetes Diagnosis Prediction | 2023 | IEEE | SINTA |
| Sentiment Analysis Of Public Comments On Licensing Services Seeks To Use The Naive Bayes Algorithm W | 2023 | SISTEMASI 13 (1), 252-259, 2024 | SINTA |
| Peningkatan Algoritma C4.5 Berbasis PSO Pada Penyakit Kanker Payudara | 2023 | Media Informatika Budidarma 7 (4), 1758-1765, 2023 | SINTA |
| Peningkatan Performa Ensemble Learning pada Segmentasi Semantik Gambar dengan Teknik Oversampling un | 2023 | Jurnal Teknologi Informasi dan Ilmu Komputer | SISTER |
| Menumbuhkan Minat dan Keterampilan Produksi Film Dokumenter pada Generasi Muda Pelatihan pada Siswa- | 2023 | Universitas Pahlawan Tuanku Tambusai | SISTER |
| Peningkatan Performa Ensemble Learning pada Segmentasi Semantik Gambar dengan Teknik Oversampling un | 2023 | Jurnal Teknologi Informasi dan Ilmu Komputer (JTIIK) | SISTER |
| Analisis Metode Ensemble Pada Klasifikasi Penyakit Jantung Berbasis Decision Tree | 2023 | Jurnal Media Informatika Budidarma | SINTA |
| Improving C4. 5 Algorithm Accuracy With Adaptive Boosting Method For Predicting Students in Obtainin | 2022 | Journal of Development Research | SINTA |
| Systematic Review of Educational Data Mining for Student Performance Prediction using Bibliometric N | 2022 | IEEEXPLORE | SISTER |
| Pengelolaan Konten Digital Menggunakan Canva pada Industri Kecil Menengah Batik Semarangan | 2022 | STMIK Pontianak | SISTER |
| Classification of Guarantee Types Using Leaf Feature Extraction with Minutiae and GLCM Using K-NN M | 2022 | Journal Of Development Research, | SINTA |
| Classification of Toxic Plants on Leaf Patterns Using Gray Level Co- Occurrence Matrix (GLCM) with N | 2022 | Journal of Development Research | SINTA |
|
Solanum Melogena Classification Using Features Shape and Color HSV Extraction with Backpropagation N
|
2021 | EasyChair, 2021 | SINTA |
|
Classification of Ziziphus Mauritiana Leaves According to the Texture and Shape of the GLCM Feature
|
2021 | International Seminar on Application for Technology of Information and Communication (iSemantic) | SINTA |
| Classification of Ziziphus Mauritiana Leaves According to the Texture and Shape of the GLCM Feature | 2021 | IEEE | SINTA |
| Analisis Sentimen Twitter untuk Menilai Opini Terhadap Perusahaan Publik Menggunakan Algoritma Deep | 2021 | Jurnal Nasional Teknologi dan Sistem Informasi | SISTER |
| Pembelajaran Computational Thinking untuk Siswa SMA Institut Indonesia Semarang | 2020 | Abdimasku: Jurnal Pengabdian Masyarakat 3 (3), 93-98, 2020 | SINTA |
| Review of Automatic Text Summarization Techniques Methods | 2020 | Journal of King Saud University-Computer and Information Sciences | SINTA |
| Sentiment Analysis Berbasis Algoritma Nave Bayes Classsifier untuk Identifikasi Persepsi Masyarakat | 2020 | JOINS (Journal of Information System) 5 (1), 126-135 | SINTA |
| Comparison Method in Indonesian Emotion Speech Classification | 2019 | Proceedings - 2019 International Seminar on Application for Technology of Information and Communicat | SINTA |
|
Pengenalan Computational Thinking Sebagai Metode Problem Solving Kepada Guru dan Siswa Sekolah di Ko
|
2019 | ABDIMASKU: JURNAL PENGABDIAN MASYARAKAT 2 (2), 99-107 | SINTA |
| Pengenalan Computational Thinking Sebagai Metode Problem Solving Kepada Guru dan Siswa Sekolah di Ko | 2019 | LPPM Universitas Dian Nuswantoro | SINTA |
| Literature review of automatic text summarization: Research trend, dataset and method | 2019 | 2019 International Conference on Information and Communications Technology, ICOIACT 2019 | SINTA |
| Improving random forest method to detect hatespeech and offensive word | 2019 | 2019 International Conference on Information and Communications Technology, ICOIACT 2019 | SINTA |
|
FUZZY GOAL PROGRAMMING UNTUK PEMBOBOTAN ANALYTICAL HIERARCHY PROCESS PADA PENENTUAN PENERIMA BANTUAN
|
2017 | Cyberku Journal 13 (2), 5-5 | SINTA |
|
Sistem Informasi Geografis Pemetaan Domisili Asal Mahasiswa Universitas Dian Nuswantoro Berbasis Goo
|
2017 | JOINS (Journal of Information System) 2 (1), 134-143 | SINTA |
|
Rancang Bangun Aplikasi Data Mining Untuk Prediksi Kelulusan Mahasiswa Dengan Algoritma Backpropagat
|
2016 | JOINS (Journal of Information System) 1 (01) | SINTA |
|
Integrated Algorithm-Program Visualization: a Novel Approach of Software Visualization Development
|
2014 | International Conference on Mobile Learning, Apllications, and Services | SINTA |
| The integrated software visualization model to support novices program comprehension | 2014 | Advanced Science Letters | SINTA |
| Effectiveness of integrated algorithm-program visualization: A case study with the 3De-AlProV | 2014 | Advanced Science Letters | SINTA |
|
PEMODELAN IMPLEMENTASI BUSINESS INTELLIGENCE UNTUK STUDENT RELATIONSHIP MANAGEMENT PADA PERGURUAN TI
|
2012 | Semantik 2 (1) | SINTA |
| 3De - Synergetic program visualization: A visual learning-aid tool for novice students | 2011 | Proceeding of the International Conference on e-Education Entertainment and e-Management, ICEEE 2011 | SINTA |
|
3De-synergetic Program Visualization: A visual learning-aid tool for novice students
|
2011 | International Conference on e-Education, Entertainment, and e-Management | SINTA |
|
Kombinasi teknik Chi square dan singular value decomposition Untuk reduksi fitur pada pengelompokan
|
2011 | Semantik 1 (1) | SINTA |
| A study of tracing and writing performance of novice students in introductory programming | 2011 | Communications in Computer and Information Science | SINTA |
|
Rekayasa Sistem Distribusi dan Kontrol Task Berbasis Teknologi Mobile
|
2006 | - | SINTA |
|
Hybrid Top-K Feature Selection to Improve High-Dimensional Data Classification Using Naïve Bayes Al
|
- | Scientific Journal of Informatics 10 (2), 113-120, 2023 | SINTA |
|
Konsep Informatika Dan Computational Thinking Di Dalam Kurikulum Sekolah Dasar, Menengah, Dan Atas
|
- | Abdimasku: Jurnal Pengabdian Masyarakat 3 (3), 146-155, 2020 | SINTA |
|
Optimasi K-means Clustering Dengan Menggunakan Particle Swarm Optimization Untuk Menentukan Jumlah C
|
- | JURNAL MEDIA INFORMATIKA BUDIDARMA 7 (3), 1463-1473, 2023 | SINTA |
|
The 7-Phases Preprocessing Based On Extractive Text Summarization
|
- | 2022 Seventh International Conference on Informatics and Computing (ICIC), 2023 | SINTA |
Kekayaan Intelektual
| Judul HKI | Tanggal | Penerbit / Pemberi Paten |
|---|---|---|
|
Video Kegiatan "Pelatihan Kompetensi Digital Guru SMA Negeri 1 Ngadiluwih melalui Penerapan Teknolog
|
2026-07-25 | Lembaga Penelitian dan Pengabdian kepada Masyarakat (LPPM) Universitas Dian Nuswantoro |
|
Inovasi Teknologi untuk Pelestarian Budaya Tradisional Indonesia dengan Nada Si Rendah
|
2026-01-22 | KEMENTERIAN HUKUM DAN HAK ASASI MANUSIA |
|
INTEGRASI FUZZY INFERENCE SYSTEM DAN ALGORITMA DECISION TREE PADA REKAYASA PERINGKAS TEKS EKSTRAKTIF
|
2025-07-02 | Universitas Dian Nuswantoro |
|
Analisis Metode Ensemble Pada Klasifikasi Penyakit Jantung Berbasis Decision Tree
|
2023-07-24 | - |
|
Menumbuhkan Minat dan Ketrampilan Produksi Film Dokumenter pada Generasi Muda : Pelatihan pada Siswa
|
2023-06-19 | - |
|
Sistem Deteksi Penyakit Daun Apel Menggunakan VGG16 Deep Learning Dan Metode SMOTE
|
2022-12-18 | LPPM Universitas Dian Nuswantoro |
|
Fuzzy Goal Programming Untuk Pembobotan Analytical Hierarchy Process Pada Penentuan Penerima Bantuan
|
2018-07-26 | - |