ASSOCIATE PROFESSOR

Dr. Andi Sunyoto, M.Kom.

Biografi

Assoc. Prof. Dr. Andi Sunyoto adalah dosen senior di Fakultas Ilmu Komputer, Universitas Amikom Yogyakarta. Beliau menyelesaikan pendidikan S1 di Sistem Informasi Amikom pada tahun 2003, kemudian memperoleh gelar Magister (M.Kom) dan doktor (Dr) Ilmu Komputer dari Universitas Gadjah Mada masing-masing pada tahun 2007 dan 2019. Sejak tahun 2025 menjabat sebagai Wakil Dekan I Bidang Akademik Fakultas Ilmu Komputer Universitas Amikom Yogyakarta, dengan tanggung jawab utama dalam pengembangan kurikulum, mutu akademik, dan strategi peningkatan kapasitas riset fakultas.

Bidang kepakarannya meliputi computer vision, pattern recognition, artificial intelligence, digital image processing, multimedia (audio, citra, video), dan data mining. Beliau juga aktif mempublikasikan penelitian di jurnal dan konferensi internasional bereputasi, termasuk riset tentang deteksi penyakit daun tomat, klasifikasi sorban Samarinda, dan deep learning untuk analisis citra multimedia. Capaian metriks penelitian pada tahun 2025 tercatat memiliki H-index 10 (Scopus) dan 22 (Google Scholar), hal ini mencerminkan kontribusinya yang luas dalam publikasi ilmiah di tingkat global.

Selain aktif dalam pendidikan dan publikasi, ia juga telah beberapa kali memperoleh hibah penelitian kompetitif DIKTI, antara lain skema PTUPT untuk proyek Sistem Deteksi Penyakit Tanaman Kentang Berdasarkan Citra Daun Berbasis Deep Learning untuk Mendukung Pertanian Cerdas. Pada tahun 2019, ia menerima Insentif Paper dari Ristek DIKTI atas publikasinya berjudul Wrist detection based on a minimum bounding box and geometric features yang terbit di jurnal Q1. Dr. Andi Sunyoto juga berperan aktif sebagai reviewer di sejumlah jurnal internasional dan prosiding konferensi bereputasi, sekaligus menjadi pembimbing dan penguji eksternal untuk mahasiswa pascasarjana dari berbagai perguruan tinggi di Indonesia.

Pendidikan

  • Doktor — Universitas Gadjah Mada, Indonesia
  • Magister — Universitas Gadjah Mada, Indonesia
  • Sarjana — Universitas Amikom Yogyakarta, Indonesia

Expertise

  • Artificial Intelligence
  • Computer Vision
  • Pattern Recognition
  • Digital Image Processing
  • Data Mining

Kolaborasi

  • Penelitian
  • Tenaga ahli
  • Narasumber
  • Membimbing Doktor
  • Membimbing Magister

Mata Kuliah yang Diampu

Program Doktor (S3):

  • Advanced Data Science

Program Magister (S2):

  • Advanced Artificial Intelligence
  • Deep Learning
  • Computer Vision
  • Business Intelligence

Program Sarjana (S1):

  • Statistik
  • Research Methodology

Scopus Journal

    • Enhancement of Machine Learning Models Using Intersection Filtering Model Based on Recursive Feature Elimination on Specified Android Malware Classification; International Journal of Intelligent Engineering and Systems; 2025; Pristyanto Y.; Nugraha A.F.; Wulansari B.; Sulistiyono M.; Sunyoto A.; Year: 2025; Vol:18; Issue:3; Page: 836-852; ISSN: 2185310X; 10.22266/ijies2025.0430.56
    • Pre-Trained CNN Architecture Analysis for Transformer-Based Indonesian Image Caption Generation Model; International Journal on Informatics Visualization; 2023; Mulyawan R., Sunyoto A., Muhammad A.H.; Year: 2023; Vol:7; Issue:2; Page: 487-493; ISSN: 25499904; 10.30630/joiv.7.2.1387
    • Augmented-syllabification of n-gram tagger for Indonesian words and named-entities; Heliyon; 2022; Suyanto S., Sunyoto A., Ismail R.N., Romadhony A., Sthevanie F.; Year: 2022; Vol:8; Issue:11; Page: -; ISSN: 24058440; 10.1016/j.heliyon.2022.e11922
    • The Performance Evaluation of Transfer Learning VGG16 Algorithm on Various Chest X-ray Imaging Datasets for COVID-19 Classification; International Journal of Advanced Computer Science and Applications; 2022; Sunyoto A., Pristyanto Y., Setyanto A., Alarfaj F., Almusallam N., Alreshoodi M.; Year: 2022; Vol:13; Issue:9; Page: 196-203; ISSN: 2158107X; 10.14569/IJACSA.2022.0130923
    • The Best Techniques to Deal with Unbalanced Sequential Text Data in Deep Learning; International Journal of Advanced Computer Science and Applications; 2022; Adi S., Hikmah A., Sari B.W., Sunyoto A., Yaqin A., Hayaty M.; Year: 2022; Vol:13; Issue:11; Page: 664-669; ISSN: 2158107X; 10.14569/IJACSA.2022.0131177
    • Stemmer and phonotactic rules to improve n-gram tagger-based indonesian phonemicization; Journal of King Saud University – Computer and Information Sciences; 2022; Suyanto S., Sunyoto A., Ismail R.N., Rachmawati E., Maharani W.; Year: 2022; Vol:34; Issue:6; Page: 3807-3814; ISSN: 13191578; 10.1016/j.jksuci.2021.01.006
    • Enhance Intrusion Detection (IDS) System Using Deep SDAE to Increase Effectiveness of Dimensional Reduction in Machine Learning and Deep Learning; International Journal of Intelligent Engineering and Systems; 2022; Sunyoto A., Hanafi; Year: 2022; Vol:15; Issue:4; Page: 125-141; ISSN: 2185310X; 10.22266/ijies2022.0831.13
    • Machine vision for the maturity classification of oil palm fresh fruit bunches based on color and texture features; Scientia Horticulturae; 2021; Septiarini A., Sunyoto A., Hamdani H., Kasim A.A., Utaminingrum F., Hatta H.R.; Year: 2021; Vol:286; Issue:; Page: -; ISSN: 3044238; 10.1016/j.scienta.2021.110245
    • Detection of oil palm leaf disease based on color histogram and supervised classifier; Optik; 2021; Hamdani H., Septiarini A., Sunyoto A., Suyanto S., Utaminingrum F.; Year: 2021; Vol:245; Issue:; Page: -; ISSN: 304026; 10.1016/j.ijleo.2021.167753
    • A performance evaluation of convolutional neural network architecture for classification of rice leaf disease; IAES International Journal of Artificial Intelligence; 2021; Julianto A., Sunyoto A.; Year: 2021; Vol:10; Issue:4; Page: 1069-1078; ISSN: 20894872; 10.11591/IJAI.V10.I4.PP1069-1078
    • Wrist detection based on a minimum bounding box and geometric features; Journal of King Saud University – Computer and Information Sciences; 2020; Sunyoto A., Harjoko A., Wardoyo R., Hariadi M.; Year: 2020; Vol:32; Issue:2; Page: 208-215; ISSN: 13191578; 10.1016/j.jksuci.2018.05.005

Scopus Conference

    • Internet of Things Attack Detection Based on K-Nearest Neighbor and Linear Discriminant Analysis Optimized with Chimpanzee Leader Election Optimization; ICoCSETI 2025 – International Conference on Computer Sciences, Engineering, and Technology Innovation, Proceeding; 2025; Wibowo F.W.; Setiaji B.; Sunyoto A.; Dahlan A.; Wihayati W.; Year: 2025; Page: 513-518; ISBN: 979-833150861-6; 10.1109/ICoCSETI63724.2025.11019138
    • Analysis of Round-Robin and Random Scheduling Algorithms on Sensor Node Activation Towards Latency of Wireless Sensor Network; International Conference on Information and Communications Technology, ICOIACT; 2024; Wibowo F.W.; Sunyoto A.; Setiaji B.; Wihayati; Year: 2024; Page: 304-309; ISBN: 979-833153620-6; 10.1109/ICOIACT64819.2024.10913412
    • Innovative Solutions for Bean Leaf Disease Detection Using Deep Learning; International Conference on Artificial Intelligence and Mechatronics System, AIMS 2024; 2024; Noviyanto; Sunyoto A.; Ariatmanto D.; Year: 2024; Page: -; ISBN: 979-835035052-4; 10.1109/AIMS61812.2024.10512726
    • Comparative Study SVM and Random Forest Algorithms for the Classification of Terrestrial Visual Rock Types; IOP Conference Series: Earth and Environmental Science; 2024; Rudiyanto; Setyanto A.; Kusnawi; Sunyoto A.; Year: 2024; Page: -; ISBN: ; 10.1088/1755-1315/1357/1/012036
    • Detecting Fake Reviews Using N-gram Model and Chi-Square; 2023 6th International Conference on Information and Communications Technology, ICOIACT 2023; 2023; Hadi Z.; Sunyoto A.; Year: 2023; Page: 454-458; ISBN: 979-835031563-9; 10.1109/ICOIACT59844.2023.10455895
    • Forest Fire Disaster Classification Using Artificial Neural Network Method; 2023 6th International Conference on Information and Communications Technology, ICOIACT 2023; 2023; Sitorus F.P.; Sunyoto A.; Setiaji B.; Year: 2023; Page: 194-199; ISBN: 979-835031563-9; 10.1109/ICOIACT59844.2023.10455926
    • Automatic License Plate Recognition System in Indonesia Using YOLOv8 and EasyOCR Algorithm; 2023 6th International Conference on Information and Communications Technology, ICOIACT 2023; 2023; Iriawan A.D.; Sunyoto A.; Year: 2023; Page: 384-388; ISBN: 979-835031563-9; 10.1109/ICOIACT59844.2023.10455908
    • Skin Cancer Classification Using EfficientNetV2 and ViT B16; 2023 6th International Conference on Information and Communications Technology, ICOIACT 2023; 2023; Kusumastuti R.; Sunyoto A.; Year: 2023; Page: 395-400; ISBN: 979-835031563-9; 10.1109/ICOIACT59844.2023.10455921
    • Implementation of Bidirectional Gated Recurrent Units for Text Classification; 2023 6th International Conference on Information and Communications Technology, ICOIACT 2023; 2023; Asrawi H.; Sunyoto A.; Setiaji B.; Year: 2023; Page: 464-469; ISBN: 979-835031563-9; 10.1109/ICOIACT59844.2023.10455822
    • Deep Learning Based Car Detection System Using Convolutional Neural Network and Haar Cascade Classifier; 2023 6th International Conference on Information and Communications Technology, ICOIACT 2023; 2023; Irawanto I.; Sunyoto A.; Setiaji B.; Year: 2023; Page: 389-394; ISBN: 979-835031563-9; 10.1109/ICOIACT59844.2023.10455934
    • Hybrid Sentiment Analysis: Majority Voting with Multinomial Naive Bayes and Logistic Regression on IMDB Dataset; 2023 6th International Conference on Information and Communications Technology, ICOIACT 2023; 2023; Zakaria; Sunyoto A.; Year: 2023; Page: 448-453; ISBN: 979-835031563-9; 10.1109/ICOIACT59844.2023.10455937
    • Multi-Class Classification of Skin Diseases Using ResNet50; 2023 6th International Conference on Information and Communications Technology, ICOIACT 2023; 2023; Anggriandi D.; Sunyoto A.; Year: 2023; Page: 349-354; ISBN: 979-835031563-9; 10.1109/ICOIACT59844.2023.10455953
    • A Multi-scalar SPEI Drought Index Prediction Using Long Short-Term Memory; 2023 6th International Conference on Information and Communications Technology, ICOIACT 2023; 2023; Auliyah U.A.; Sunyoto A.; Year: 2023; Page: 343-348; ISBN: 979-835031563-9; 10.1109/ICOIACT59844.2023.10455932
    • Transfer Learning and Fine-tuning Effect Analysis on Classification of Cat Breeds using a Convolutional Neural Network; 2023 6th International Conference on Information and Communications Technology, ICOIACT 2023; 2023; Diffran Nur Cahyo D.; Sunyoto A.; Ariatmanto D.; Year: 2023; Page: 488-493; ISBN: 979-835031563-9; 10.1109/ICOIACT59844.2023.10455771
    • Enhanced Classification of Potato Leaf Disease Using Xception and ReduceLROnPlateau Callbacks; Proceedings of 2023 IEEE International Conference on Internet of Things and Intelligence Systems, IoTaIS 2023; 2023; Sunyoto A.; Pristyanto Y.; Nugraha A.F.; Year: 2023; Page: 52-57; ISBN: 979-835031904-0; 10.1109/IoTaIS60147.2023.10346045
    • Improving Classification Model for Potato Leaf Disease Detection Process Using Deep Learning-Based MobileNet Architecture; 2023 International Conference on Informatics, Multimedia, Cyber and Information Systems, ICIMCIS 2023; 2023; Setiani R.; Nugraha A.F.; Sunyoto A.; Pristyanto Y.; Year: 2023; Page: 171-176; ISBN: 979-835030730-6; 10.1109/ICIMCIS60089.2023.10349087
    • Gray Level Co-Occurrence Matrix Algorithm and Backpropagation Neural Networks for Herbal Plants Identification; ICOIACT 2022 – 5th International Conference on Information and Communications Technology: A New Way to Make AI Useful for Everyone in the New Normal Era, Proceeding; 2022; Ihsan M.F., Sunyoto A., Arief M.R.; Year: 2022; Page: 373-378; ISBN: 9780000000000; 10.1109/ICOIACT55506.2022.9972087
    • Automatic Indonesian Image Captioning using CNN and Transformer-Based Model Approach; ICOIACT 2022 – 5th International Conference on Information and Communications Technology: A New Way to Make AI Useful for Everyone in the New Normal Era, Proceeding; 2022; Mulyawan R., Sunyoto A., Muhammad A.H.; Year: 2022; Page: 355-360; ISBN: 9780000000000; 10.1109/ICOIACT55506.2022.9971855
    • Genetic Algorithm and K-Nearest Neighbors for Oil Palm Leaf Disease Classification; ICOIACT 2022 – 5th International Conference on Information and Communications Technology: A New Way to Make AI Useful for Everyone in the New Normal Era, Proceeding; 2022; Atika E.P., Sunyoto A., Luthfi E.T.; Year: 2022; Page: 447-451; ISBN: 9780000000000; 10.1109/ICOIACT55506.2022.9971854
    • Prediction of the Spread of Covid-19 in Indonesia Using the SEIRD Model and Hybrid Model with ARIMA Correction; APICS 2022 – 2022 1st International Conference on Smart Technology, Applied Informatics, and Engineering, Proceedings; 2022; Subagyo A., Sunyoto A., Prasetio A.B.; Year: 2022; Page: 199-204; ISBN: 9780000000000; 10.1109/APICS56469.2022.9918765
    • Segmentation of Brain Tumor Objects in Magnetic Resonance Imaging (MRI) Image using Connected Component Label Algorithm; 2021 International Conference on Advanced Mechatronics, Intelligent Manufacture and Industrial Automation, ICAMIMIA 2021 – Proceeding; 2021; Mimboro P., Sunyoto A., Kharisma R.S.; Year: 2021; Page: 195-198; ISBN: 9781665499699; 10.1109/ICAMIMIA54022.2021.9807692
    • Diagnose Pest and Disease of Black Orchid Plant Using Naive Bayes Method; Proceedings – 2021 IEEE 7th Information Technology International Seminar, ITIS 2021; 2021; Gifari O.I., Agus F., Ramadiani R., Azhari M., Sunyoto A.; Year: 2021; Page: -; ISBN: 9781665408073; 10.1109/ITIS53497.2021.9791647
    • Performance Comparison of Mushroom Types Classification Using K-Nearest Neighbor Method and Decision Tree Method; 2020 3rd International Conference on Information and Communications Technology, ICOIACT 2020; 2020; Chitayae N., Sunyoto A.; Year: 2020; Page: 308-313; ISBN: 9781728173566; 10.1109/ICOIACT50329.2020.9332148
    • Optimization Convolutional Neural Network for Classification Diabetic Retinopathy Severity; 2020 3rd International Conference on Information and Communications Technology, ICOIACT 2020; 2020; Agustin T., Sunyoto A.; Year: 2020; Page: 66-71; ISBN: 9781728173566; 10.1109/ICOIACT50329.2020.9332087
    • Improvement of decision tree classifier accuracy for healthcare insurance fraud prediction by using Extreme Gradient Boosting algorithm; Proceedings – 2nd International Conference on Informatics, Multimedia, Cyber, and Information System, ICIMCIS 2020; 2020; Akbar N.A., Sunyoto A., Rudyanto Arief M., Caesarendra W.; Year: 2020; Page: 110-114; ISBN: 9781728191676; 10.1109/ICIMCIS51567.2020.9354286
    • Identification of Disease in Potato Leaves Using Convolutional Neural Network (CNN) Algorithm; 2020 3rd International Conference on Information and Communications Technology, ICOIACT 2020; 2020; Rozaqi A.J., Sunyoto A.; Year: 2020; Page: 72-76; ISBN: 9781728173566; 10.1109/ICOIACT50329.2020.9332037
    • Detection of CT – Scan Lungs COVID-19 Image Using Convolutional Neural Network and CLAHE; 2020 3rd International Conference on Information and Communications Technology, ICOIACT 2020; 2020; James R.M., Sunyoto A.; Year: 2020; Page: 302-307; ISBN: 9781728173566; 10.1109/ICOIACT50329.2020.9332069
    • An Implementation of C4.5 Classification Algorithm to Analyze student’s Performance; 2020 3rd International Conference on Information and Communications Technology, ICOIACT 2020; 2020; Aji L.I.P., Sunyoto A.; Year: 2020; Page: 126-130; ISBN: 9781728173566; 10.1109/ICOIACT50329.2020.9332088
    • Accent Recognition by Native Language Using Mel-Frequency Cepstral Coefficient and K-Nearest Neighbor; 2020 3rd International Conference on Information and Communications Technology, ICOIACT 2020; 2020; Widyowaty D.S., Sunyoto A.; Year: 2020; Page: 314-318; ISBN: 9781728173566; 10.1109/ICOIACT50329.2020.9332026
    • The effect of feature selection on classification algorithms in credit approval; 2019 International Conference on Information and Communications Technology, ICOIACT 2019; 2019; Pristyanto Y., Adi S., Sunyoto A.; Year: 2019; Page: 451-456; ISBN: 9781728116556; 10.1109/ICOIACT46704.2019.8938523
    • Optimization of weight backpropagation with particle swarm optimization for student dropout prediction; 2019 4th International Conference on Information Technology, Information Systems and Electrical Engineering, ICITISEE 2019; 2019; Sari E.Y., Kusrini, Sunyoto A.; Year: 2019; Page: 423-428; ISBN: 9781728151182; 10.1109/ICITISEE48480.2019.9004032
    • Analysis of Inverse Kinematics Method for Human Movement in 2D Animation; 2019 1st International Conference on Cybernetics and Intelligent System, ICORIS 2019; 2019; Pangesti A.R., Utami E., Sunyoto A.; Year: 2019; Page: 189-194; ISBN: 9781728114729; 10.1109/ICORIS.2019.8874870
    • An optimization of a lexicon based sentiment analysis method on Indonesian app review; 2019 4th International Conference on Information Technology, Information Systems and Electrical Engineering, ICITISEE 2019; 2019; Pratama B.T., Utami E., Sunyoto A.; Year: 2019; Page: 341-346; ISBN: 9781728151182; 10.1109/ICITISEE48480.2019.9003900
    • A comparison of the use of several different resources on lexicon based Indonesian sentiment analysis on app review dataset; Proceeding – 2019 International Conference of Artificial Intelligence and Information Technology, ICAIIT 2019; 2019; Pratama B.T., Utami E., Sunyoto A.; Year: 2019; Page: 282-287; ISBN: 9781538684481; 10.1109/ICAIIT.2019.8834531
    • Citation detection on scientific journal using support vector machine; 2019 International Conference on Information and Communications Technology, ICOIACT 2019; 2019; Amanullah R.F., Utami E., Sunyoto A.; Year: 2019; Page: 549-553; ISBN: 9781728116556; 10.1109/ICOIACT46704.2019.8938522
    • Designing Decision Support System for Scholarship Prediction Using Adaptive Neuro Fuzzy Inference System Algorithm; Journal of Physics: Conference Series; 2018; Pujianto A., Kusrini, Sunyoto A.; Year: 2018; Page: -; ISBN: ; 10.1088/1742-6596/1140/1/012049
    • The application of extended weighted tree similarity algorithm for similarity searching; 2019 International Conference on Information and Communications Technology, ICOIACT 2019; 2019; Wierfi A.D., Utami E., Sunyoto A.; Year: 2019; Page: 428-433; ISBN: 9781728116556; 10.1109/ICOIACT46704.2019.8938468
    • The best features selection method and relevance variable for web phishing classification; 2019 International Conference on Information and Communications Technology, ICOIACT 2019; 2019; Adi S., Pristyanto Y., Sunyoto A.; Year: 2019; Page: 578-583; ISBN: 9781728116556; 10.1109/ICOIACT46704.2019.8938566
    • The impact of using domain specific features on lexicon based sentiment analysis on Indonesian app review; 2019 International Conference on Information and Communications Technology, ICOIACT 2019; 2019; Pratama B.T., Utami E., Sunyoto A.; Year: 2019; Page: 474-479; ISBN: 9781728116556; 10.1109/ICOIACT46704.2019.8938419

Sinta Journal

    • Selection of the Best K-Gram Value on Modified Rabin-Karp Algorithm; IJCCS (Indonesian Journal of Computing and Cybernetics Systems) Vol 16, No 1 (2022): January 11-22; 2022; Hidayat, Wahyu; Utami, Ema; Sunyoto, Andi; Utami, Ema; Kusnawi, Kusnawi; Kurniawan, Alvian Trias; Utami, Ema; Raharjo, Yohanes Aryo Bismo; Year: 2022; Page: 11-12; ISBN: ; 10.22146/ijccs.63686
    • Stroke Prediction Using Machine Learning Method with Extreme Gradient Boosting Algorithm; MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer Vol 21 No 3 (2022) 595-606; 2022; Abd Mizwar A Rahim; Andi Sunyoto; Muhammad Rudyanto Arief; Year: 2022; Page: 595-606; ISBN: ; 10.30812/matrik.v21i3.1666
    • Reducing Overhead Of Self-Stabilizing Byzantine Agreement Protocols For Blockchain Using HTTP/3 Protocol: A Perspective View; SINERGI; 2021; Akbar, Nur Arifin; Sunyoto, Andi; Arief, M. Rudyanto; Caesarendra, Wahyu; Year: 2021; Page: 381-392; ISBN: ; 10.22441/sinergi.2021.3.015
    • Perancangan Sistem Pendukung Keputusan Untuk Prediksi Penerima Beasiswa Menggunakan Metode Neural Network Backpropagation; Jurnal Teknologi Informasi dan Ilmu Komputer; 2018; Kusrini, Kusrini; Pujianto, Ade; Sunyoto, Andi; Year: 2018; Page: 157-162; ISBN: ; 10.25126/jtiik.201852631
    • Analisa Performa Penggunaan Feature Selection untuk Mendeteksi Intrusion Detection Systems dengan Algoritma Random Forest Classifier; Sistemasi:Jurnal Sistem Informasi; 2021; Budiman, Setiawan; Sunyoto, Andi; Nasiri, Asro; Year: 2021; Page: 753-760; ISBN: ; 10.32520/stmsi.v10i3.1550
    • Analisis Perbandingan Akurasi Algoritma Naive Bayes dan C4.5 untuk Klasifikasi Diabtes; Jurnal Pendidikan Informatika (EDUMATIC); 2021; Ardiansyah, Mursyid; Sunyoto, Andi; Luthfi, Emha Taufiq; Year: 2021; Page: 147-156; ISBN: ; 10.29408/edumatic.v5i2.3424
    • Augmentasi Data Menggunakan DCGAN Pada Gambar Tanah; Jurnal Teknimedia: Teknologi Informasi dan Multimedia; 2023; Patmawati Patmawati; Andi Sunyoto; Emha Taufiq Luthfi; Year: 2023; Page: 45-52; ISBN: ; 10.46764/teknimedia.v4i1.100
    • Analisis Klasifikasi Bencana Banjir Berdasarkan Curah Hujan Menggunakan Algoritma Naive Bayes; JOISIE Journal Of Information System And Informatics Engineering; 2021; Slamet Triyanto; Andi Sunyoto; M Rudyanto Arief; Year: 2021; Page: 109-117; ISBN: ; 10.35145/joisie.v5i2.1785
    • Optimasi Algoritma Naive Bayes Classifier Untuk Mendeteksi Anomaly Dengan Univariate Fitur Selection; Jurnal Pendidikan Informatika (EDUMATIC); 2020; Harianto, Harianto; Sunyoto, Andi; Sudarmawan, Sudarmawan; Year: 2020; Page: 40-49; ISBN: ; 10.29408/edumatic.v4i2.2443
    • Evaluasi Penerapan Senayan Library Management System (SLIMS) Di (UNIKA) Soegijapranata Semarang; Jurnal Penelitian dan Pengabdian Kepada Masyarakat UNSIQ; 2017; Nulngafan, Nulngafan; Kusrini, Kusrini; Sunyoto, Andi; Year: 2017; Page: 34-44; ISBN: ; 10.32699/ppkm.v4i1.404
    • Deteksi Skema Ponzi Pada Blockchain Menggunakan Algoritma Adaboost; Technologia : Jurnal Ilmiah; 2022; Syarif, Rizfi; Sunyoto, Andi; Nasiri, Asro; Year: 2022; Page: 96-101; ISBN: ; 10.31602/tji.v13i2.6338
    • Evaluasi Kualitas Website Pemerintah Daerah Dengan Menggunakan WebQual 4.0 Pada Instansi Pemerintahan ABC; Jurnal Teknologi Informasi dan Komunikasi (TIKomSiN); 2020; Afriansyah, M; Sunyoto, Andi; Nasiri, Asro; Year: 2020; Page: -; ISBN: ; 10.30646/tikomsin.v8i2.468
    • Indeks Penilaian Keamanan Informasi Untuk Mengukur Kematangan Manajeman Keamanan Layanan Ti (Studi Kasus Bpmp Kabupaten Gresik); Informasi Interaktif; 2018; Hidayat, Rahmat; Suyanto, Mohammad; Sunyoto, Andi; Year: 2018; Page: 27-34; ISBN: ; 10.29408/edumatic.v4i2.2443
    • Analisis Kualitas Website E-Government Menggunakan Metode Webqual Pada Pemerintah Daerah Morowali; Informasi Interaktif; 2018; Sutejo, Danang; Soedijono W A, Bambang; Sunyoto, Andi; Year: 2018; Page: 9-15; ISBN: ; 10.29408/edumatic.v4i2.2443
  • Desain Sistem Manajemen Server Database Secara Remote Control Berbasis Vpn (Virtual Private Network); KURVATEK; 2018; Sudiana, Sudiana; Kusrini, Kusrini; Sunyoto, Andi; Year: 2018; Page: 119-131; ISBN: ; 10.33579/krvtk.v3i1.752

2025

  • Transformasi Digital UMKM: Pengenalan Media Sosial sebagai Sarana Pemasaran Efektif — Mitra: Dispora DIY
    Penugasan: 8825/ST-LPPM/AMIKOM/I/2025 · Fund: Mandiri · Tgl: 2025-03-08T17:00:00.000Z · TA: 2024-2

2024

  • Pemaksimalan TI untuk Recording & Audio Mixing Somaratri (digitalisasi budaya di Spotify) — Mitra: Desa Wisata Sriharjo
    Penugasan: 8749/ST-LPPM/AMIKOM/VIII/2024 · Fund: Mandiri · Tgl: 10 Aug 2024 · TA: 2023-2

2023

  • Pelatihan Pembuatan & Pengelolaan Website (Menwa IAIN Salatiga) — Mitra: IAIN Salatiga
    Penugasan: 8453/ST-LPPM/AMIKOM/V/2023 · Fund: Mandiri · Tgl: 10 Aug 2023 · TA: 2022-2

  • Sinergi Amikom × Regol Bregodo Tengginas & Ambyongan (Dinas Kebudayaan) – Tahap I — Mitra: Dinas Kebudayaan
    Penugasan: 8416/ST-LPPM/AMIKOM/I/2023 · Fund: Mandiri · Tgl: 20 Jan 2023 · TA: 2022-1

2022

  • Pemanfaatan Teknologi untuk Visual Multimedia (Ditbinmas POLDA DIY) – Sesi 2 — Mitra: POLDA DIY
    Penugasan: 122/LPPM/AMIKOM/VI/2022 · Fund: IDPT · Tgl: 02 Dec 2022 · TA: 2022-1

  • Pembukaan Program Studi Baru (FIK UPN Veteran Jakarta) — Mitra: Online Zoom UPN Veteran Jakarta
    Penugasan: 122/LPPM/AMIKOM/VI/2022 · Fund: Mandiri · Tgl: 30 Jun 2022 · TA: 2021-2

2021

  • Talkshow “Ndudah Sriharjo” Sendang Sinung Maya (Teknologi visual & multimedia) — Mitra: Desa Sriharjo
    Penugasan: 033/ST.REK/AMIKOM/IX/2021 · Fund: Mandiri · Tgl: 2 Sep 2021 · TA: 2021-1

  • AR untuk Pembelajaran Anak Usia Dini di Masa Pandemi — Mitra: KBRA Khoiru Ummah
    Penugasan: 143/LPPM/AMIKOM/IX/2021 · Fund: Mandiri · Tgl: 13 Sep 2021 · TA: 2021-1

  • Aplikasi Pengelolaan Data Kenaikan Gaji Berkala (Resimen Chandradimuka) — Mitra: Akademi TNI Magelang
    Penugasan: 85/LPPM/AMIKOM/VI/2021 · Fund: Mandiri · Tgl: 2 Jun 2021 · TA: 2020-2

  • Pelatihan Ms. Excel Pemula (Pemdes Dawung, Magelang) — Mitra: Ruang Rapat Kantor Kepala Desa Dawung
    Penugasan: 152/LPM/AMIKOM/VI/2020 · Fund: Mandiri · Tgl: 8 Jan 2021 · TA: 2020-1

2020

  • Pelatihan Ms. Excel Pemula (Resimen Chandradimuka, Magelang) — Mitra: Lab Komputer Resimen Chandradimuka Akademi TNI
    Penugasan: 003/LPM/AMIKOM/VII/2020 · Fund: Mandiri · Tgl: 15 Jan 2020 · TA: 2019-1

Kompetensi Bimbingan

  • Doktor (S3): Ya, sebagai Promotor dan Co-promotor
  • Magister (S2): Ya, sebagai Pembimbing Utama

Bimbingan Doktor

  • Evi Dewi Sri Mulyani (Promotor)
    Monitoring Otomatis Perkembangan Embrio Telur Unggas Berbasis Citra pada Teknologi Smart Farming

  • Teuku Mufizar (Promotor)
    Sistem Grading Mutu Buah Secara Otomatis Berbasis Deep Learning dan Computer Vision

  • I Gusti Ngurah Wikranta Arsa (Co-promotor)
    Pengembangan Framework Manajemen Multi-Cloud untuk Optimalisasi Penggunaan Layanan IaaS

  • Muhamad Achya Arifudin (Co-promotor)
    Optimalisasi Route Pengambilan Sampah Perkotaan Menggunakan IoT dan Machine Learning

  • Budiman (Co-promotor)
    Strategi Baru Deteksi Penyakit Ayam dengan Pendekatan Deep Learning

  • Yurio Windiatmoko (Co-promotor)
    Model Generatif untuk Peta Kerentanan Longsor Ber-Resolusi Tinggi di Indonesia

  • Afdhal Syafnur (Co-promotor)
    Pengembangan Model Deteksi Tingkat Tantrum Anak Usia 4–5 Tahun dengan Metode Recurrent Neural Network

  • Ichsan Wasiso (Co-promotor)
    Optimalisasi Pengelolaan Lalu Lintas dan Layanan Darurat melalui Teknologi IoT dan Integrasi Data Multisumber

Translate »