Ibnu Febry Kurniawan, S.Kom., M.Sc., Ph.D.

Ibnu Febry Kurniawan, S.Kom., M.Sc., Ph.D. adalah dosen di Universitas Negeri Surabaya. Dalam 5 tahun terakhir, mengampu 13 matakuliah. Sudah melakukan pengabdian sebanyak 5. Sudah mempublikasi Artikel Ilmiah dalam jurnal sebanyak 30. Menjadi pemakalah seminar ilmiah sebanyak 9. Memperoleh HKI sebanyak 1.

Identitas Diri

Riwayat Pendidikan

S1 S2 S3
Nama Perguruan Tinggi Institut Teknologi Sepuluh Nopember National Taiwan University of Science and Technology COVENTRY UNIVERSITY
Bidang Ilmu Teknik Informatika Computer Science Computer Science
Tahun Masuk-Lulus 2006 - 2010 2011 - 2013 2020 - 2024
Judul Skripsi/Tesis/Disertasi Implementasi Pemantauan Simpul-simpul Jaringan Dengan Protokol SNMP Menggunakan Python-Fuse A Study on Cloud-based Dynamic Group Formation Problem -
Nama Pembimbing/Promotor Wahyu Suadi, S.Kom., M.Kom. Prof. Ge-Ming Chiu -

Mata Kuliah yang Diampu

No. Mata Kuliah
1 Advanced Big Data Analytics and Visualization
2 Arsitektur dan Sistem Komputer
3 Arsitektur Komputer dan Sistem Operasi
4 Data Warehouse
5 Data Warehouse dan Komputasi Terdistribusi
6 Etika Kecerdasan Artifisial
7 Graf Sains Data
8 Interaksi Manusia dan Komputer
9 Keamanan dan Integritas Data
10 Komputasi Berbasis Jaringan
11 Pembelajaran Mesin
12 Proyek Sains Data
13 Rekayasa Perangkat Lunak

Data Penelitian Dari Sim Litabmas

No. Tahun Judul Sumber Dana

Data Penelitian Dari Non Litabmas

No. Tahun Judul Sumber Dana
1 2025 Prediksi Penjualan Marketplace pada Data Transaksional Menggunakan Hybrid Analisis Statistika dan Pembelajaran Mesin
2 2025 Membangun Kesadaran Disabilitas Sejak Dini melalui Bercerita Menggunakan Signalong Indonesia: Bersama dalam Keberagaman
3 2025 Desain Komunikasi LoRa dengan Lightweight Cryptographic Scheme untuk IoT-based Photovoltaic Monitoring
4 2025 Deteksi Myocardial Infarction Berbasis Sinyal Photoplethysmograph Menggunakan Machine Learning
5 2025 Predictive Model Performa Peserta Didik menggunakan Data Akademik dan Psikologis: Pengembangan dan Analisis Faktor Explainability
6 2024 PEMETAAN CURAH HUJAN DAN SUHU EKSTREM DI INDONESIA UNTUK PERAMALAN KEJADIAN BENCANA MENGGUNAKAN BIVARIATE EXTREME VALUE CLUSTERING DAN DEEP EMBEDDED CLUSTERING
7 2026 Pengembangan Kerangka Kompetensi Mahasiswa dalam Penggunaan Generative AI Berdasarkan Dimensi Self-Efficacy, Kognitif, Teknis, dan Etis di Perguruan Tinggi
8 2024 Deteksi Gempa Berdasarkan Sinyal Seismik Menggunakan Machine Learning
9 2024 Semantic Segmentation of Post-Disaster Area on Remote Sensing Video from Unmanned Aerial Vehicle (UAV) using Super Resolution and Deep Transfer Learning DeepLabV3 Model
10 2026 Implementasi Model Deep Learning Ringan pada Sistem Deteksi Tuberkulosis Berbasis Citra Digital guna Mendukung SDGs 3: Kehidupan Sehat dan Sejahtera
11 2026 BRAIN-ID (Brain Research and Artificial Intelligence Network - Indonesia)
12 2026 Brainesa: Inovasi Model Asisten Radiologi Cerdas Berbasis Brain Image Captioning Menggunakan Hybrid CoAtNet dan BiLSTM-MHA

Pengabdian Kepada Masyarakat

No Tahun Judul Pengabdian Sumber Pendanaan
1 2024 Pelatihan Informatika untuk Meningkatkan Kompetensi Guru SMA dan SMK di Surabaya
2 2026 Pelatihan Pengolahan Data Kependudukan untuk Meningkatkan Pelayanan Masyarakat di Glagahsari, Sukorejo, Pasuruan
3 2026 Pelatihan Analisis Data Sebagai Upaya Peningkatan Kompetensi Pegawai Dinas Pangan dan Pertanian Kabupaten Sidoarjo
4 2025 PELATIHAN PEMBUATAN SABUN RAMAH LINGKUNGAN SEBAGAI UPAYA UNTUK MENDUKUNG SDGs DI HATYAIWITTAYAKARN SCHOOL, SONGKHLA, THAILAND
5 2025 Aplikasi Pemantauan Kesehatan Keluarga Berbasis Android di Puskesmas Terpadu

Publikasi Jurnal

No Judul Artikel Ilmiah Nama Jurnal Volume/Nomor/Tahun
1 Interactive learning experience-driven smart communications networks for cognitive load management in grammar learning context IEEE Access 7 /-/2019
2 MATT: A Mobile Assisted Tense Tool for Flexible m-Grammar Learning Based on Cloud-Fog-Edge Collaborative Networking IEEE Access 8 /-/2020
3 A scalable hybrid MAC strategy for traffic-differentiated IoT-enabled intra-vehicular networks Computer Communications 157 /-/2020
4 IoT-Enabled Light Intensity-Controlled Seamless Highway Lighting System IEEE Systems Journal 15 /-/2021
5 Mobile computing and communications-driven fog-assisted disaster evacuation techniques for context-aware guidance support: A survey Computer Communications 179 /-/2021
6 Wall Crack Multiclass Classification: Expertise-Based Dataset Construction and Learning Algorithms Performance Comparison Buildings 12 /-/2022
7 Imbalanced learning of remotely sensed data for bioenergy source identification in a forest in the Wallacea region of Indonesia Remote Sensing Letters 14 /-/2023
8 IoT-Enabled Intelligent Garbage Management System for Smart City: A Fairness Perspective IEEE Access 12 /-/2024
9 Enhancing Detection of Remotely-Sensed Floating Objects via Data Augmentation for Maritime SAR Journal of the Indian Society of Remote Sensing 52 /-/2024
10 A Study on Cloud-based Dynamic Group Formation Problem National Taiwan University of Science and Technology, 2013 - /-/2013
11 Uji Performa Fitur Penyeimbang Beban pada Aplikasi Reverse Proxy Journal Information Engineering and Educational Technology) ISSN 2549, 869X, 2017 - /-/2017
12 A Responsive Web-Based QR Code for Laboratory Clearance Form Journal of Physics: Conference Series 1108 (1), 012048, 2018 - /-/2018
13 Assessing Computational Thinking using Pseudocode Programming Instrument International Conference on Indonesian Technical Vocational Education and …, 2018 - /-/2018
14 Performance Evaluation of History-Based and Priority-Based MAC for Traffic-Differentiated Intra-Vehicular Network 2018 IEEE 16th Intl Conf on Dependable, Autonomic and Secure Computing, 16th …, 2018 - /-/2018
15 Interactive Learning Experience-Driven Smart Communications Networks for Cognitive Load Management in Grammar Learning Context IEEE Access 7, 64545-64557, 2019 - /-/2019
16 Immune Genetic Algorithm Optimization and Integration of Logistics Network Terminal Resources 2019 Third IEEE International Conference on Robotic Computing (IRC), 435-436, 2019 - /-/2019
17 Implementasi Multichain sebagai Alternatif Solusi Keamanan dan Privasi Data pada Komunikasi Perangkat Pintar Rumah Journal of Informatics and Computer Science (JINACS) 1 (02), 115-121, 2019 - /-/2019
18 A scalable hybrid MAC strategy for traffic-differentiated IoT-enabled intra-vehicular networks Computer Communications 157, 320-328, 2020 - /-/2020
19 Energy Optimization on Joint Task Computation Using Genetic Algorithm 2020 Emerging Technology in Computing, Communication and Electronics (ETCCE …, 2020 - /-/2020
20 IoT-enabled light intensity-controlled seamless highway lighting system IEEE Systems Journal 15 (1), 46-55, 2020 - /-/2020
21 MATT: A Mobile Assisted Tense Tool for Flexible m-Grammar Learning Based on Cloud-Fog-Edge Collaborative Networking IEEE Access 8, 66074-66084, 2020 - /-/2020
22 Mobile computing and communications-driven fog-assisted disaster evacuation techniques for context-aware guidance support: A survey Computer Communications 179, 195-216, 2021 - /-/2021
23 Large-scale tree detection through uav-based remote sensing in indonesia: Wallacea case study 2022 8th International Conference on Information Management (ICIM), 110-115, 2022 - /-/2022
24 Wall crack multiclass classification: Expertise-based dataset construction and learning algorithms performance comparison Buildings 12 (12), 2135, 2022 - /-/2022
25 Imbalanced learning of remotely sensed data for bioenergy source identification in a forest in the Wallacea region of Indonesia Remote Sensing Letters 14 (11), 1117-1128, 2023 - /-/2023
26 Enhancing Detection of Remotely-Sensed Floating Objects via Data Augmentation for Maritime SAR Journal of the Indian Society of Remote Sensing, 1-11, 2024 - /-/2024
27 Automated Biomass Estimation Leveraging Instance Segmentation and Regression Models with UAV Aerial Imagery and Forest Inventory Data 2024 IEEE International Conference on Communication, Networks and Satellite …, 2024 - /-/2024
28 Comparative Study of Graph Neural Networks for Device Classification in Social IoT 2024 IEEE International Symposium on Consumer Technology (ISCT), 392-396, 2024 - /-/2024
29 Utilizing Usability Testing for User Interface Improvement: Case Study on Unesa’s Academic Mobile Application 2024 Seventh International Conference on Vocational Education and Electrical …, 2024 - /-/2024
30 IoT-enabled Intelligent Garbage Management System for Smart City: A Fairness Perspective IEEE Access, 2024 - /-/2024

Karya Buku

No Judul Buku Tahun Jumlah Halaman Penerbit

Pemakalah Seminar Ilmiah

No Nama Temu ilmiah / Seminar Judul Artikel Ilmiah Waktu dan Tempat
1 Proceedings - IEEE 16th International Conference on Dependable, Autonomic and Secure Computing, IEEE Performance evaluation of history-based and priority-based MAC for traffic-differentiated intra-vehicular network 2018
2 Journal of Physics: Conference Series A Responsive Web-Based QR Code for Laboratory Clearance Form 2018
3 Proceedings - 3rd IEEE International Conference on Robotic Computing, IRC 2019 Immune Genetic Algorithm Optimization and Integration of Logistics Network Terminal Resources 2019
4 ETCCE 2020 - International Conference on Emerging Technology in Computing, Communication and Electro Energy Optimization on Joint Task Computation Using Genetic Algorithm 2020
5 IEEE Region 10 Annual International Conference, Proceedings/TENCON Lesson Learned and Future Design of IEC 61850 Based Digital Bay in Central Java Substations 2021
6 Proceedings - 2022 8th International Conference on Information Management, ICIM 2022 Large-scale Tree Detection through UAV-based Remote Sensing in Indonesia: Wallacea Case Study 2022
7 Digest of Technical Papers - IEEE International Conference on Consumer Electronics Comparative Study of Graph Neural Networks for Device Classification in Social IoT 2024
8 2024 7th International Conference on Vocational Education and Electrical Engineering: Charting the C Utilizing Usability Testing for User Interface Improvement: Case Study on Unesa's Academic Mobile Application 2024
9 COMNETSAT 2024 - IEEE International Conference on Communication, Networks and Satellite Automated Biomass Estimation Leveraging Instance Segmentation and Regression Models with UAV Aerial Imagery and Forest Inventory Data 2024

Hak Karya Ilmiah

No Judul/Tema HKI Tahun Jenis Nomor
1 Program Downsampling untuk Imbalanced Dataset berformat YOLOv5 2024 hak cipta EC00202462885