About Me - Teguh Wahyono

My name is Teguh Wahyono, lecturer at the Faculty of Information Technology, Satya Wacana Christian University. I received my S1 degree in Informatics Engineering from UKDW Yogyakarta (1998), Master of Computer Science from Gadjah Mada University (2011) and Doctor of Computer Science from Bina Nusantara University (2020).

My teaching interest are information system analysis, software engineering and artificial intelligence. My research interest are  spatial data mining, machine learning and deep learning. My hobby is reading, writing and blogging. I read story books, magazines, newspapers and any kind of material that I find interesting. For me, blogging is my inexpensive hobby. Blogging takes up most of my free time and costs me nothing.

Another Profile

• Sinta (Science and Technology Index)
• Google Scholar Profil
• Scopus ID
• IEEE Member
• Research Gate
• Orchid ID

Award

• Best Research Poster 2023, Seminar Hasil Penelitian dan Pengabdian Masyarakat Tahun 2023, Direktorat Jenderal Pendidikan Vokasi, Kementerian Pendidikan, Kebudayaan, Riset dan Teknologi Republik Indonesia.
• Best Research Poster 2020 (Silver Winner), Artificial Intelligence Summit 2020, BPPT Republik Indonesia.
• The Best Paper Award 2017, from IEEE International Conference on Applied Computer and Communication Technologies, for the paper entitled "Software Complexity Measurement of Water Poverty Mapping Application with Function Point Method"  in May 17-18, 2017, Jakarta, Indonesia. 
•  Australia Award Fellowship 2015, Building Technological and Pedagogical Content Knowledge in Teacher Educators, University of The Sunshine Coast, Australia, 20 April – 15 May 2015.
•  Gold Medal in the Poster Contest at  Pekan Ilmiah Mahasiswa Nasional (PIMNAS) 2008 as  Supervisor Lecture. 

Certification 

• Inixindo Certified Mobile Developer, 2023
• Artificial Intelligence Fundamental Certified (Microsoft - Azure AI Fundamental), 2021. 
• Software Development Certificate of Competence (LSP Telematika, BNSP - Republic of Indonesia), 2019. 
• Specialist of Deep Learning Technique, from International Institute of Applied Informatics (IAAI) Japan, 2017.
• Seagate Certified Enginer Program dari Seagate International Academic Program, 2006.

Job Experience

• Director, Directorate of Security, Order and Cyber Data, UKSW (2022-2027). 
• Head of Departement, Faculty of Information Technology UKSW (2021-2022)
• Vice Rector for Finance and Administration, UKSW (2013-2016).
• Vice of Dean, Faculty of Information Technology UKSW  (2013).
• Manager, Bureau of Technology and Information System UKSW (2011-2013).
• Head of Informatics Engineering Program,  Program Profesional UKSW (2006-2008).
• Head of Computer Laboratory, Program Profesional UKSW (2004-2006)
• IT Specialist, PT.Cooperative Business International Indonesia, in afilliation with Cooperative League of USA (1999-2002).
• Finance and Administration Manager, Cooperativa dos Logistas Dili Timor Lorosae (2001-2002). 
• IT System Advisor di International Rescue Committe Dili, Timor Leste (Tahun 2001).

Publication (last 5 years)

INTERNATIONAL JOURNAL

• Efendi, R.; Wahyono, T.; Widiasari, I.R (2024) DBSCAN SMOTE LSTM: Effective Strategies for Distributed Denial of Service Detection in Imbalanced Network Environments. Big Data Cogn. Comput. (Scopus Q2), 8, 118. https://doi.org/10.3390/bdcc8090118
• Purnomo, H.D, Gonsalves, T., Wahyono, T., Saian, P.O.N, (2024), Enhanced harmony search for hyperparameter tuning of deep neural networks, Soft Computing (Scopus Q2), 1433-7479, DOI  - https://doi.org/10.1007/s00500-024-09840-7
• T. Wahyono, Y. Heryadi, H. Soeparno and B.S. Abbas, (2021),  Crop Pest Prediction Using Climate Anomaly Model Based on Deep-LSTM Method, ICIC Express Letters Part B: Applications, Volume 12, Number 4, pp. 395–401.
• T. Wahyono, Y. Heryadi, H. Soeparno and B.S. Abbas, (2020). Enhanced LSTM Multivariate Time Series Forecasting for Crop Pest prediction, ICIC Express Letters: An International Journal of Research and Surveys, Vo. 14, No. 10, October 2020, pp. 943-949.
• T. Wahyono, Y. Heryadi, H. Soeparno and B.S. Abbas, (2020). Anomaly Detection in Climate Data using Stacked and Densely Connected Long Short-Term Memory Model, Journal of Computers Vol. 31 No. 4, 2020, Agustus 2020 pp. 42-53. 
• Asri Mulyani, Yosep Septiana, Dede Kurniadi, Teguh Wahyono, (2020) "Strategic Planning for the Implementation of Tourism Information System", International Journal of Scientific & Technology Research, International Journal of Scientific & Technology Research, 9 (2), 4714-4717.
• David Bambang, Teguh Wahyono, Aprina Esthy, (2019), TOPSIS Method Implementation for Employee Performance Information System, International Journal of Information Technology and Business¸ Vol 2 No 1.

INTERNATIONAL CONFERENCE

• Sutrisno, U. Rahardja, S. Wijono, T. Wahyono, I. Sembiring and I. R. Widiasari, Effective DDoS Detection through Innovative Algorithmic Approaches in Machine Learning, 2024 3rd International Conference on Creative Communication and Innovative Technology (ICCIT), Tangerang, Indonesia, 2024, pp. 1-7, doi: 10.1109/ICCIT62134.2024.10701265.
• Junaidi, T. Wahyono, I. Sembiring and D. R. Nurjaman, Attendance-Based Prediction of Learning Outcomes via Linear Regression, 2024 3rd International Conference on Creative Communication and Innovative Technology (ICCIT), Tangerang, Indonesia, 2024, pp. 1-8, doi: 10.1109/ICCIT62134.2024.10701132.
• D. T. P. Hapsari, Y. Nataliani, I. Sembiring and T. Wahyono, Smart Caregiving Support Cloud Integration Systems, 2024 International Conference on Smart Computing, IoT and Machine Learning (SIML), Surakarta, Indonesia, 2024, pp. 167-173, doi: 10.1109/SIML61815.2024.10578217.
• Mohammad Ridwan, Teguh Wahyono, et al., Grid-Based Cluster Head Selection for Improved Performance in Multi-Channel Clustering Hierarchy, 2023 International Conference on Modeling & E-Information Research, Artificial Learning and Digital Applications (ICMERALDA), 24-25 November 2023. 
• Mohammad Ridwan, Teguh Wahyono, et al., K-fold Cross-Validation Analysis for Student Status Prediction Using Classification Models, 7th IEEE International Conference on Information Technology, Information Systems, and Electrical Engineering (ICITISEE), 29-30 November 2023.
• Dede Kurniadi; Teguh Wahyono; et al., Classification of Television Programs Based on Public Opinion in Social Media Using Random Forest and Decision Tree,  International Conference on Computer Science, Information Technology and Engineering (ICCoSITE), 16 February 2023.
• Teguh Wayono, et al, Software Complexity Analysis of Integrated Accounting Information Systems for Cooperatives using the Use Case Point (UCP) Method, International Conference of Computer Science and Information Technology (ICOSNIKOM), 19-21 Oct. 2022, DOI: 10.1109/ICOSNIKOM56551.2022
• Teguh Wahyono; Sri Winarso Martyas Edi; Asri Mulyani; Dede Kurniadi (2021), Humidity Prediction Model using Long Short Term Memory in Recurrent Neural Network,  2021 2nd International Conference on Innovative and Creative Information Technology (ICITech),  23-25 September 2021.
• Teguh Wahyono, Y. Heryadi, et al, "Anomaly detection to evaluate in-class learning process using distance and density approach of machine learning" 2017 IEEE ICITech, Salatiga, Indonesia, 2017, pp. 1-6. doi: 10.1109/INNOCIT.2017.8319138
• Teguh Wahyono, H. L. H. S. Warnars, et al, "Building a Popular Mobile Application by Utilizing User Feedback" 2017 IEEE ICITech, Salatiga, Indonesia, pp. 1-6. doi: 10.1109/INNOCIT.2017.8319136
• Teguh Wahyono, Spits Warnars et al, "Software Complexity Measurement of Water Poverty Mapping Application with Function Point Method", 2017. IEEE ComCom.

BOOK AND BOOK CHAPTER

• T. Wahyono, L. Indra, L. Syafirullah, H. Heriadi, P. Sari, Sistem Operasi Komputer Era Modern: Konsep, Desain, dan Implementasi, Get Press Indonesia, ISBN: 978-623-125-301-9
• Kristoko Dwi Hartomo, Ezra Julang Prasetyo, Christian Arthur, Teguh Wahyono, 2024, Data Science dengan Python, Penerbit Gava Media Yogyakarta, ISBN 978-602-5690-52-0
• Teguh Wahyono, Purwanto, dkk (2023), Integrasi Sistem Informasi, Satya Wacana University Press, ISBN: 978-623-6286-60-9.
• Ade Maulana, Nono Heryana, Teguh Wahyono, dkk, (2023) Rekayasa Perangkat Lunak: Konsep, Metode, dan Praktik Terbaik, Get Press Indonesia, ISBN 978-623-198-658-0.
• Muhammad Fairuzabadi, Teguh Wahyono, dkk, (2023) Manajemen Proyek Teknologi Informasi: Konsep Dan PraktikTerbaik, Get Press Indonesia, ISBN 978-623-198-581-1.
• Teguh Wahyono, Yaya Heryadi, (2022). Machine Learning for Anomaly Detection, Book Chapter from “Research Anthology on Machine Learning Techniques, Methods, and Applications”, IGI Global Publishing. ISBN13: 9781668462911.
• Teguh Wahyono, et al (2022), Sistem Informasi Akuntansi Terpadu untuk Koperasi: Analisis Perancangan dan Implementasi, Banua Media, ISBN: 978-623-99889-4-4
• Yaya Heryadi, Teguh Wahyono (2021). Dasar-Dasar Deep Learning dan Implementasinya, Penerbit Gava Media Yogyakarta, ISBN:  978-623-7498-77-3.
• Teguh Wahyono, et al (2021), Koperasi berbasis TI : peningkatan kemampuan manajemen koperasi di era global, Satya Wacana University Press, ISBN: 978-623-6286-17-3.
• Yaya Heryadi, Teguh Wahyono (2020), Machine Learning: Konsep dan Implementasi, Penerbit Gava Media, Yogyakarta, ISBN: 978-623-7498-59-9
• Teguh Wahyono (2018), "Fundamental of Python for Machine Learning", Gava Media Publishing, Yogyakarta. 

NATIONAL JOURNAL

• Kamal, A. G., & Wahyono, T. (2024). Rancang Bangun Aplikasi e-Learning Perguruan Tinggi dengan Pemodelan Berbasis Unified Modeling Language. IT-Explore: Jurnal Penerapan Teknologi Informasi Dan Komunikasi, 3(3), 329–347. https://doi.org/10.24246/itexplore.v3i3.2024.pp329-347
• Eka Putri, J., & Wahyono, T. (2024). Rancang Bangun Aplikasi Pembelajaran Bahasa Sumba Timur Berbasis Mobile sebagai Upaya Pelestarian Warisan Budaya Bangsa. Jurnal Informatika Dan Sistem Informasi, 10(2). https://doi.org/10.37715/juisi.v10i2.5063
• Wahyono, T., Tumimomor, A. Y., Tambotoh, J. J., & Hartomo, K. D. (2024). Pengembangan Kapasitas Tim Multimedia GKI Tegalrejo Salatiga Melalui Pelatihan Digital Content Creation. Magistrorum Et Scholarium: Jurnal Pengabdian Masyarakat, 4(3), 329–338. 
• Widyaningtyas, S., & Wahyono, T. (2024). Implementasi REST API Menggunakan  Retrofit pada Aplikasi Monitoring Grooming Berbasis Android. IT-Explore: Jurnal Penerapan Teknologi Informasi Dan Komunikasi, 3(2), 147–161. 
• F. G. Zamsari and T. Wahyono, “Forensic Investigation of Digital Evidence on Flash Disk with Forensic Process Method Based on NIST”, JurnalEcotipe, vol. 11, no. 1, pp. 95-104, Apr. 2024.
• R. Efendi, T. Wahyono, and I. R. Widiasari, (2024), Uji kerentanan keamanan pada aplikasi berbasis web menggunakan metode Vulnerability Assessment,  Jurnal AITI, vol. 21, no. 1, pp. 44–57, Apr. 2024.
• Yuni Dharta, F., Violin, V. ., Wahyono, T. ., & Wirabuana Putra, G. . (2024). Analysis of User Acceptance Levels Using the Unified Theory of Acceptance and Usage of Technology on Streaming Service and Video-On-Demand Channels Customers. Jurnal Sistem Informasi dan Teknologi, 1–6.
• Rosana, Y., Setiawati, M., Theodora, M., Caroline, M., & Wahyono, T. (2024). Dampak Penerapan DigitalMarketing pada Pengembangan Bisnis. IT-Explore: Jurnal Penerapan Teknologi Informasi Dan Komunikasi, 3(1), 79–91. https://doi.org/10.24246/itexplore.v3i1.2024.pp79-91
• Sudirjo, F., Nugraha, G., Wahyono, T., Grace Putrianti, F., & Buchori, A. (2024). The Influence of Perceived Trust, Information Literacy and Perceived Validity on Netizens’ Perception That social media is an Appropriate Instrument for The Information Deployment. Jurnal Informasi Dan Teknologi, 6(1), 36-42. https://doi.org/10.60083/jidt.v6i1.469
• Elsie Naresvari, Teguh Wahyono, Perancangan Aplikasi Game “Sunday Fun-day” Penunjang Materi Sekolah Minggu Berbasis Mobile, Jurnal IT-Explore, Vol 2 No 3 (2023), Oktober 2023. 
• Hindriyanto Dwi Purnomo, Tad Gonsalves, Teguh Wahyono, Pratyaksa Ocsa, Neuroevolution untuk optimalisasi parameter jaringan saraf tiruan, AITI: Jurnal Teknologi Informasi, Vol. 20 No. 2 (2023). 
• Teguh Wahyono, Sri Winarso, dkk,  Rancang Bangun Media Kolaborasi Berbasis Responsif Web untuk IDI Cabang Kota Salatiga, Jurnal IT-Explore, Vol 2 No 1 (2023), Februari 2023.
• Halim Chandra, Hindriyanto, Teguh Wahyono,  Analisis Pengelompokan Wilayah Penyebaran COVID-19 di Indonesia dengan Metode Clustering Menggunakan Algoritma K-Means dan K-Medoids, Jurnal Inovasi dan Teknologi (Inovtek) Polbeng Seri Informatika, Volume7 No 2, November 2022.
• Evi Maria, Purwanto, Teguh Wahyono, Perancangan Sistem Informasi Penjualan Koperasi di Kota Salatiga menggunakan Framework CodeIgneter,  Klik: Kajian Ilmiah Informatika dan Komputer,  Vol. 3 No. 2 (2022): Oktober 2022.
• Sharon Susilya Tahapary, Teguh Wahyono, Rancang Bangun Aplikasi Bantu Belajar Bahasa Inggris untuk Anak-Anak SD Berbasis Mobile, Vol 1 No 3 (2022): IT-Explore Oktober 2022.
• Septovan Dwi Suputra Saian, Nestiara Lidya Kakihary, Teguh Wahyono, Pengujian Content Management System (CMS) Sekolahku Menggunakan Metode Black Box Testing Dengan Teknik Boundary Value Analysis, Vol 1 No 2 (2022): IT-Explore Juni 2022
• Adinugroho, H.I, & Wahyono, T. (2022). Pengembangan Aplikasi Pembelajaran Statistika untuk Mahasiswa Berbasis  Mobile dalam Mendukung Pembelajaran Jarak Jauh. IT-Explore: Jurnal Penerapan Teknologi Informasi Dan Komunikasi, 1(1), 40-55, Februari 2022. 
• Alexander Rizaldi,  Evi Maria, Teguh Wahyono, dkk (2022), Analisis Penerapan Metode Scrum Pada Pengembangan Sistem Informasi Akuntansi Koperasi, Jurnal Media Informatika Budidarma, Vol 6, No 1, Januari 2022.
• Suharyadi, S., Wahyono, T., Sembiring, I., Sugiarto, A., & Gundo, A. (2021). Pembangunan Sistem Streaming untuk Ibadah Daring sebagai Solusi Penyelenggaraan Ibadah di Masa Pandemi Covid-19 di GKI Tegalrejo Salatiga. Magistrorum Et Scholarium: Jurnal Pengabdian Masyarakat, 2(2), 245-256.  
• T. Wahyono and P. Purwanto. (2021), Sistem Pemetaan Kesehatan Koperasi di Provinsi Jawa Tengah untuk Peningkatan Manajemen Pengawasan oleh Dinas Koperasi UKM, Jurnal Algoritma, vol. 18, no. 1, pp. 131-140, Aug. 2021.
• Lestari, M., Haryani, E., & Wahyono, T. (2021). Analisis Kelayakan Sistem Informasi Akademik Universitas Menggunakan PIECES dan TELOS. Jurnal Teknik Informatika Dan Sistem Informasi, 7(2). https://doi.org/10.28932/jutisi.v7i2.3612.
• K Cahyo Dimas, HD Purnomo, Teguh Wahyono (2017), "Sistem Pendukung Keputusan Pemberian Kredit dengan Penerapan Metode ID3", Jurnal AITI, Volume 4 Nomor 1.
• S Suprihati, Y Yuliawati, H Soetjipto, T Wahyono. 2015.  "Farmers Perception and Adaptation of Tobacco-Vegetables Cultivation toward Climate Change Phenomena at Tlogolele Village", Jurnal Manusia dan Lingkungan UGM, 22 (3), 326-332.
• T Wahyono, AD Cahyono. 2015. Pengembangan Model Mitigasi Resiko Kredit Berbasis Komputasional Untuk Meningkatkan Kemampuan Manajemen Resiko Bagi Koperasi, Jurnal Sistem Komputer Universitas Diponegoro, 5 (1), 11-18.
• T Wahyono, AD Cahyono, 2015, "Mitigasi Risiko Kredit: Studi Model-Model Sistem Pendukung Keputusan Permohonan Kredit Pada Koperasi Simpan Pinjam", Seminar Nasional KKI Fakultas Pertanian dan Bisnis, UKSW. 
  

Research Grant (last 5 years)

• Hiban Penelitian Terapan 2024, Pengembangan Smart Accounting System dengan Penerapan Cash Flow Analysis and Forecasting Berbasis Machine Learning, sebagai Ketua.
• Hibah Penelitian Terapan Unggulan Perguruan Tinggi (PTUPT Dikti) 2021-2023 dengan judul Model Pelaporan Keuangan Koperasi Terintegrasi Berbasis Mobile ntuk Peningkatan Kinerja Koperasi Menuju Era Koperasi Digital Pasca pandemi COVID-19 sebagai Ketua.
  
• Hibah Penelitian Fundamental UKSW 2016 (Pemetaan Kinerja Koperasi Berbasis TI dengan Penerapan Enterprise Service Bus untuk Peningkatan Manajemen Pengawasan) sebagai Ketua.
• Hibah PUPT Dikti 2015 (Desain Sustainable Development Sebagai Strategi Penanggulangan Kemiskinan Berbasis Sumber Daya Air) sebagai anggota.
• Hibah Bersaing Dikti 2014-2015 (Pengembangan Model Mitigasi Resiko Kredit Berbasis Komputasional untuk Meningkatkan Kemampuan Manajemen Resiko bagi Koperasi) sebagai Ketua.
• Hibah PUPT Dikti 2013-2015 (Model Budidaya Pertanian Desa Berbasis Local Wisdom dan Local Knowledge di Jawa Tengah : Upaya Adaptasi Terhadap Perubahan Iklim) sebagai anggota.
• Hibah Bersaing Internal UKSW 2013 (Pengembangan Media Kolaborasi Virtual dalam Aplikasi Satya Publisher Berbasis IOS) sebagai anggota.
• Penelitian Pemkab Sumba Tengah 2012 (Studi Kelayakan Pemekaran Kecamatan di Kabupaten Sumba Tengah, Bidang Kajian : Sarana Prasarana dan Teknologi).

My Book (Most Popular)

 

     

   

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(c) www.teguhwahyono.net

Dr. Teguh Wahyono
Fakultas Teknologi Informasi
Universitas Kristen Satya Wacana (UKSW)
Salatiga

email : teguh.wahyono@uksw.edu

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