Minat Penelitian / Research Interest

• Big Data
• Deep Learning
• Data Mining
• Remote Sensing

Publikasi Ilmiah

• Kadarisman, Muh; Wijayanto, Arie Wahyu; Sakti, Anjar Dimara, Government Agencies’ Readiness Evaluation towards Industry 4.0 and Society 5.0 in Indonesia, Social Sciences, 11, 8, 331, MDPI (2022)
• Kurniawan, Robert; Saputra, Andriansyah Muqiit Wardoyo; Wijayanto, Arie Wahyu; Caesarendra, Wahyu, Eco-environment vulnerability assessment using remote sensing approach in East Kalimantan, Indonesia, Remote Sensing Applications: Society and Environment, 27, 100791, 2022, Elsevier (2022)
• Afira, Natasya; Wijayanto, Arie Wahyu, Mono-temporal and multi-temporal approaches for burnt area detection using Sentinel-2 satellite imagery (a case study of Rokan Hilir Regency, Indonesia, Ecological Informatics, 69,101677, 2022, Elsevier (2022)
• Putri, Salwa Rizqina; Wijayanto, Arie Wahyu; Sakti, Anjar Dimara, Developing Relative Spatial Poverty Index Using Integrated Remote Sensing and Geospatial Big Data Approach: A Case Study of East Java, Indonesia, ISPRS International Journal of Geo-Information, 11, 5, 275, 2022, MDPI (2022)
• Setiawan, Muhammad Sulkhan; Wijayanto, Arie Wahyu, Determinants of immunization status of children under two years old in Sumatera, Indonesia: A multilevel analysis of the 2020 Indonesia National Socio-Economic Survey, Vaccine, 2022, Elsevier (2022)
• Wijayanto, Arie Wahyu; Putri, Salwa Rizqina, Estimating Rice Production using Machine Learning Models on Multitemporal Landsat-8 Satellite Images (Case Study: Ngawi Regency, East Java, Indonesia), Proceedings of the 2022 IEEE International Conference on Cybernetics and Computational Intelligence (2022)
• Aprianto, Kasiful; Wijayanto, Arie Wahyu; Pramana, Setia, Deep Learning Approach using Satellite Imagery Data for Poverty Analysis in Banten, Indonesia, Proceedings of the 2022 IEEE International Conference on Cybernetics and Computational Intelligence (2022)
• Wijayanto, Arie Wahyu; Afira, Natasya; Nurkarim, Wahidya, Machine Learning Approaches using Satellite Data for Oil Palm Area Detection in Pekanbaru City, Riau, Proceedings of the 2022 IEEE International Conference on Cybernetics and Computational Intelligence (2022)
• Afira, Natasya; Wijayanto, Arie Wahyu, Optimization of Waste Transportation Routes using Multi-objective Non-dominated Sorting Genetic Algorithm II (MNSGA-II) in the Eastern and Southern Regions of Bandung City; Indonesia, Proceedings of The International Conference on Data Science and Official Statistics,2021,1,20-30. (2021)
• Wijayanto, Arie Wahyu; Triscowati, Dwi Wahyu; Marsuhandi, Arif Handoyo, Maize Field Area Detection in East Java, Indonesia: An Integrated Multispectral Remote Sensing and Machine Learning Approach, 12th International Conference on Information Technology and Electrical Engineering (ICITEE) (2020)
• Wijayanto, Arie Wahyu; Ridho, Farid, Predicting Future Potential Flight Routes via Inductive Graph Representation Learning, 7th International Conference on Information Technology, Computer, and Electrical Engineering (ICITACEE) (2020)
• Dwi Wahyu Triscowati, Bagus Sartono, Anang Kurnia, Dede Dirgahayu, Arie Wahyu Wijayanto, Classification of Rice-Plant Growth Phase using Supervised Random Forest Method based on Landsat-8 Multitemporal Data, International Journal of Remote Sensing and Earth Sciences (IJReSES) (2020)
• Arie Wahyu Wijayanto, Atut Pindarwati, Effective Graph Protection Method to Prevent the Spreading of Attacks in Networks, Indonesian Journal of Computing, Engineering and Design (IJoCED) (2019)
• Arie Wahyu Wijayanto, Tsuyoshi Murata, Effective and scalable methods for graph protection strategies against epidemics on dynamic networks, Applied Network Science (2019)
• Dwi Wahyu Triscowati, Bagus Sartono, Anang Kurnia, Dede Dirgahayu, Arie Wahyu Wijayanto, Multitemporal remote sensing data for classification of food crops plant phase using supervised random forest, Sixth Geoinformation Science Symposium (GSS) 2019 (2019)
• Arie Wahyu Wijayanto, Tsuyoshi Murata, Pre-emptive spectral graph protection strategies on multiplex social networks, Applied Network Science (2018)
• Arie Wahyu Wijayanto, Jun Jin Choong, Kaushalya Madhawa, Tsuyoshi Murata, Towards Robust Compressed Convolutional Neural Networks, The 6th IEEE International Conference on Big Data and Smart Computing (BigComp) (2018)
• Arie Wahyu Wijayanto, Jun Jin Choong, Kaushalya Madhawa, Tsuyoshi Murata, Robustness of compressed convolutional neural networks, The 2018 IEEE Workshop on Big Data for CyberSecurity (IEEE BigData 2018) (2018)
• Arie Wahyu Wijayanto, Tsuyoshi Murata, Learning Adaptive Graph Protection Strategy on Dynamic Networks via Reinforcement Learning, The 2018 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2018) (2018)
• Arie Wahyu Wijayanto, Tsuyoshi Murata, Flow-Aware Vertex Protection Strategy for Large Social Network, IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) 2017 (2017)
• Arie Wahyu Wijayanto, Siti Mariyah, Ayu Purwarianti, Enhancing Clustering Quality of Fuzzy Geographically Weighted Clustering using Ant Colony Optimization, International Conference on Data and Software Engineering (ICoDSE) 2017 (2017)
• Arie Wahyu Wijayanto, Ayu Purwarianti, Le Hoang Son, Fuzzy geographically weighted clustering using artificial bee colony: An efficient geo-demographic analysis algorithm and applications to the analysis of crime behavior in population, Applied Intelligence (2016)
• Arie Wahyu Wijayanto, Ayu Purwarianti, Improvement of Fuzzy Geographically Weighted Clustering using Particle Swarm Optimization, International Conference on Information Technology Systems and Innovation (ICITSI) 2014 (2014)
• Arie Wahyu Wijayanto, Takdir, Fighting Cyber Crime in Email Spamming: An Evaluation of Fuzzy Clustering Approach to Classify Spam Messages, International Conference on Information Technology Systems and Innovation (ICITSI) 2014 (2014)
• Arie Wahyu Wijayanto, Ayu Purwarianti, Improvement Design of Fuzzy Geodemographic Clustering using Artificial Bee Colony Optimization, The 3rd International Conference on Information Technology for Cyber & IT Service Management (CITSM) 2014 (2014)
• Arie Wahyu Wijayanto, Suhardi, Service Oriented Architecture Design using SOMA for Optimizing Public Satisfaction in Government Agency Case Study: BPN - National Land Authority of Indonesia, International Conference on ICT for Smart Society (ICISS) 2014 (2014)

Publikasi atau Hasil Pekerjaan Internal

• Teknik Pengumpulan Data dan Preprocessing Citra Satelit. 2022. (Buku). Kerjasama BPS, Polstat STIS, BRIN, ITB

Projek Penelitian Berjalan

• Pemanfaatan Remote Sensing dan Machine Learning untuk Sumber Penyediaan Big Data BPS, 2020
• January 2017 — March 2019: Fast and cost-effective deep learning algorithm platform for video processing in social infrastructure. This project is co-funded by Japan Science and Technology Agency (JST) and National Institute of Advanced Industrial Science and Technology (AIST), Japan. (Research Assistant)
• June 2021 - present: Child Poverty Mapping in Indonesia using Satellite Imageries and Geospatial Big Data. Funded by United Nations Children's Fund (UNICEF).
• June 2022 - present: Artificial Intelligence Study on Poverty Spatial Mapping using Multiple Sources of Optical Satellite Images. Funded by Dikti AI Center, Ministry of National Education.
• July 2022 - present: ASEAN HPC Trial of Fugaku - Python/AI (Poverty Mapping Estimation with Deep Learning on Satellite Imagery Data, Case Study: Java, Indonesia) using Fugaku Supercomputer at the Riken Center for Computational Science in Kobe, Japan. Funded by ASEAN Project of A*STAR Computational Resource Centre (A*CRC).

Riwayat Pendidikan

• S3 Computer Science, Tokyo Institute of Technology, Japan, 2020
• S2 Informatika, Institut Teknologi Bandung (ITB), Indonesia, 2015
• D4 Komputasi Statistik, Sekolah Tinggi Ilmu Statistik (STIS), Indonesia, 2008

Mata Kuliah yang Diampu atau Pernah Diampu

• Pengantar Sains Data
• Data Mining
• Data Mining & Knowledge Management
• Kecerdasan Buatan
• Information Retrieval
• Komputasi Statistik
• Introduction to Data Science

Riwayat Pekerjaan

• Staf Subdirektorat Konsolidasi Neraca Produksi Regional, Direktorat Neraca Produksi, BPS, 2009-2020
• Ketua Unit Kajian Komputasi Statistik, Politeknik Statistika STIS, April 2021 - Agustus 2022
• Kepala Pusat Penelitian dan Pengabdian kepada Masyarakat, Politeknik Statistika STIS, Sept 2022 - sekarang

Sertifikat Profesi / Kompetensi

Keanggotaan Organisasi Profesi

• Ikatan Ilmuwan Indonesia Internasional (I-4), Anggota, 2020
• IAIS (Indonesia Artificial Intelligence Society)
• INAPR (Indonesia Association of Pattern Recognition)
• KORIKA (Kolaborasi Riset Kecerdasan Artifisial)

Penghargaan, Beasiswa, Hibah Pribadi

• 2016-2020 Scholarship for Doctoral degree: Indonesia Endowment Fund for Education (LPDP)
• 2013-2015 Scholarship for Master degree: BPS Postgraduate Scholarship