4. I Gede Putra Kusuma Negara B.Eng., PhD
Head of Master of Computer Science Study Program
  • i.negara@binus.ac.id
  • 021-53696969 ext1803
  • Prodi MTI, BGP, Jl Kebon Jeruk Raya no 27, Lt-8, Jakarta Barat, 11530 Indonesia
4. I Gede Putra Kusuma Negara B.Eng., PhD

Profile & Qualification

Gede Putra Kusuma received PhD degree in Electrical and Electronic Engineering from Nanyang Technological University (NTU), Singapore in 2013. He is currently working as a Faculty Member and Head of Department of Master of Computer Science, Bina Nusantara University, Indonesia. He has been working as a faculty member at Master of Computer Science since 2015. He has been awarded the Best Learning Design for 2021 Online Learning System Award by Ministry of Education, Culture, Research, and Technology of the Republic of Indonesia. He has also received the Top 5 Teaching Performances by Faculty Members for 2016-2020 period and the Best Teaching Award in 2017 and 2022 from Bina Nusantara University.

Before joining Bina Nusantara University, he was working as a Research Scientist at Institute for Infocomm Research, A*STAR, Singapore for 4 years and 3 months, and as a Research Engineer at Centre for Signal Processing, Nanyang Technological University, Singapore for 4 years and 7 months. He was the recipient of The Institution of Engineers Singapore (IES) Prestigious Engineering Achievement Awards in 2014.

Subjects: Deep Learning and Its Applications, IT Research Methodology, Mobile Technology and Cloud Computing, Writing Paper & Colloquium Thesis, Artificial Intelligence, Artificial Neural Network, Data Mining, dan Human and Computer Interaction.

Research interests: computer vision, deep learning, indoor positioning system, dan data science.

SCOPUS: https://www.scopus.com/authid/detail.uri?authorId=24474615100

GOOGLE SCHOLAR: https://scholar.google.com/citations?user=82k9-SkAAAAJ&hl=en

LinkedIn: https://www.linkedin.com/in/gpkusuma

SINTA: https://sinta.kemdikbud.go.id/authors/profile/5977052

RESEARCH GATE: https://www.researchgate.net/profile/I-Gede-Putra-Kusuma-Negara

Research
149/VR.RTT/VII/2023

Prakiraan Parameter Cuaca Jangka Pendek Menggunakan Attention-Based Recurrent Neural Network

149/VR.RTT/VII/2023

Pengembangan Self-Supervised Graph Neural Network untuk Indoor Positioning System menggunakan Bluetooth Low Energy

149/VR.RTT/VII/2023

Autentikasi Pengguna Menggunakan Pengenalan Biometrik Multimodal Berbasis Face dan Voice

126/VR.RTT/VI/2022

Analisis Spasial-Temporal untuk Meningkatkan Prediksi Curah Hujan Bulanan Menggunakan LSTM

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QR CODE IMAGE AUTHENTICATION USING DEEP LEARNING

039/VR.RTT/IV/2019

Rumah Pintar Dengan Menggunakan Bluetooth Low Energy

039/VR.RTT/IV/2019

Pengembangan Model Kecerdasan Buatan untuk Konversi Antara Citra Satelit dengan Beda Resolusi Spasial dan Lebar Pita Frekuensi

3582/LL3/KR/2021

Rumah Pintar Dengan Menggunakan Bluetooth Low Energy

3530/LL3/KR/2021

Pengembangan Model Kecerdasan Buatan untuk Konversi Antara Citra Satelit dengan Beda Resolusi Spasial dan Lebar Pita Frekuensi

039/VR.RTT/IV/2019

Optimization for Multi-Objective Scheduling of Medical Personnel and Resources in Hospital Using Heuristic Approaches

Publication
Journal Article

Improving OCR Performance on Low Quality Image Using Pre-processing and Post-processing Methods

Journal Article

Fine-tuned IndoBERT Based Model and Data Augmentation for Indonesian Language Paraphrase Identification

Journal Article

Emotion Detection from Text Using BERT and RoBERTa with Machine Learning Classification

Journal Article

Low Resolution Face Recognition Using Combination of GPEN Super Resolution and FaceNet

Journal Article

Stacking ensemble learning for optical music recognition

Journal Article

Evaluation of CNN Models in Identifying Plant Diseases on a Mobile Device

Conference Article

Big Data for Financial Analysis: Inflation Rate Forecasting using Random Forest

Journal Article

Face Recognition for Smart Attendance System Using Deep Learning

  • Academic Year 2022
  • Media Holder Communications in Mathematical Biology and Neuroscience
  • Media Publisher Communications in Mathematical Biology and Neuroscience
  • author(s) I Gede Putra Kusuma Negara, B.Eng., PhD
Journal Article

Improving Low-Light Face Expression Recognition Using Combination of MIRNet and ResNet50 Models

Journal Article

Improving Face Recognition in Low Illumination Condition Using Combination of Image Enhancement and Face Recognition Methods

Binus Create

Data Science Part 2 (Computer Science)

  • Community Binus Create
  • Date 02 August 2024
  • location Kampus Syahdan BINUS University (Offline)
Penyerahan Alat Sensor IMON & Kegiatan Pengabdian Kepada Masyarakat

Peningkatan kapasitas pelaku UMKM dengan memanfaatkan LMS ANDA-MANTAU untuk mempersiapkan UMKM berbasis teknologi.

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  • Date 26 September 2024
  • location Pondok pesantren Al- Mahfuz Cottage, Bogor
Pemanfaatan Mentimeter Dalam Kegiatan Belajar Mengajar

Practical Implementation of AI for Teaching and Learning

  • Community **Permata Madani Islamic School - Bogor
  • Date 08 June 2024
  • location TK/SD/SMP Permata Madani Islamic School, Bogor
Implementasi Praktis AI ChatGPT dan Copilot dalam Mendukung Kegiatan Belajar Mengajar

Practical Implementation of AI for Teaching and Learning

  • Community **Permata Madani Islamic School - Bogor
  • Date 01 June 2024
  • location TK/SD/SMP Permata Madani Islamic School, Bogor
Binus Create

classification

  • Community Binus Create
  • Date 22 November 2023
  • location zoom (Online)
Pelatihan - MTI

Pemanfaatan Business Intelligence untuk Menganalisa Kondisi Bisnis

  • Community UMKM Alamanda Mix
  • Date 14 December 2023
  • location zoom
Binus Create

Data Science Part 2 (Computer Science)

  • Community Binus Create
  • Date 02 August 2023
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Binus Create

Data Science Training

  • Community Binus Create
  • Date 06 July 2023
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Binus Create

Data Science Training

  • Community Binus Create
  • Date 16 June 2023
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Binus Create

Data Science Training

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  • Date 15 June 2023
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Pelatihan UMKM - MTI

Visualisasi Data Bisnis Menggunakan Software Business Intelligence

  • Community UMKM Alamanda Mix
  • Date 06 June 2023
  • location zoom
Pelatihan UMKM - MTI

Visualisasi Data Bisnis Menggunakan Software Business Intelligence

  • Community UMKM Alamanda Mix
  • Date 18 July 2023
  • location zoom
Webinar - MTI

Visualisasi Data Bisnis Menggunakan Software Business Intelligence

  • Community UMKM 2020
  • Date 10 November 2022
  • location zoom
Binus Create

Data Analytics

  • Community Binus Create
  • Date 20 April 2022
  • location zoom
Webinar - MTI

Visualisasi Data Bisnis Menggunakan Microsoft Power BI

  • Community UMKM Silver Interfor
  • Date 14 April 2022
  • location ZOOM
Binus Create

Mentoring stage 6

  • Community Binus Create
  • Date 17 January 2022
  • location zoom
Binus Create

Data Science Training

  • Community Binus Create
  • Date 13 November 2021
  • location zoom
WEBINAR - BINUS CREATE

Digital Knowledge Part 1 Batch 7

  • Community Binus Create
  • Date 13 October 2021
  • location zoom
Webinar - MTI

Visualisasi Data Bisnis Menggunakan Microsoft Power BI

  • Community Masyarakat Umum
  • Date 19 October 2021
  • location zoom
Binus Create

Master of Computer Science - Binus Kemanggisan / Binus Alam Sutra

  • Community Binus Create
  • Date 24 August 2021
  • location zoom
Binus Create

Master of Computer Science - Binus Kemanggisan / Binus Alam Sutra

  • Community Binus Create
  • Date 20 August 2021
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Binus Create

Master of Computer Science - Binus Kemanggisan / Binus Alam Sutra

  • Community Binus Create
  • Date 19 August 2021
  • location zoom
Binus University - Bedah Jurusan 2021

School of Computer Science + Double Program

  • Community siswa SMU
  • Date 03 July 2021
  • location Jakarta (online)
webinar - MTI

Visualisasi Data Bisnis Menggunakan Microsoft Power BI

  • Community Masyarakat Umum
  • Date 05 March 2021
  • location zoom
PKM ONLINE MTI

Visualisasi Data Bisnis Menggunakan Microsoft Power BI

  • Community Masyarakat Umum
  • Date 10 November 2020
  • location ZOOM
Binus Create - Big Data 2

MDP 4.0 - Kelas C

  • Community *Pegadaian MDP 4.0
  • Date 28 May 2020
  • location online class (zoom)
Binus Create - Big Data 1

MDP 4.0 - Kelas C

  • Community *Pegadaian MDP 4.0
  • Date 27 May 2020
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binus create

coaching

  • Community pegadaian
  • Date 06 March 2020
  • location binus
Pelatihan MTI

Visualisasi Data Bisnis Menggunakan Microsoft Power BI (Catatan: Peserta diharapkan untuk Menginstall Microsoft Power BI Desktop)

  • Community UMKM 2020
  • Date 28 April 2020
  • location zoom cloud
Social Media

Media yang tepat untuk usaha anda

  • Community UMKM/PeBisnis se-Jabotabek
  • Date 06 January 2016
  • location
Word 3 & 4

Word 4 (Smart Art, Graphic, Latihan Membuat Surat Undangan, Formating pembuatan Paper Penelitian)

  • Community Community Silver
  • Date 10 March 2017
  • location
Market YourSelf

Linkedln.com

  • Community UKM Binaan COMDEV
  • Date 26 April 2017
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Ms. Excel Tahap 3

Vlookup & Hlookup, Create Grafik & Edit Grafik

  • Community UKM Binaan COMDEV
  • Date 06 October 2017
  • location
ms. Word Tahap 1

Insert Table, Introduction to Table of Contents, How To Insert Table of Contents

  • Community UKM MSO-3
  • Date 10 November 2017
  • location
Ms. Excel Lanjut

Vlookup & Hlookup, Index

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  • Date 02 February 2018
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Ms. Excel Lanjut

Vlookup & Hlookup, Index

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  • Date 09 February 2018
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Pengenalan Blog

Pengenalan Blog, Tentukan topik utama, Pilih platform blog (Blogspot , WordPress.com, WordPress.org)

  • Community PPSU Tanjung Doren Utara
  • Date 08 December 2018
  • location
Pelatihan Komputer

Ms. Excel : Average, Max, Min Function, IF & Nested IF, SumIF. CountIF

  • Community ARHANUDRI SERPONG
  • Date 26 February 2019
  • location
basic python (pemprograman)

pengenalan python

  • Community FGA Machine Learning
  • Date 09 July 2019
  • location
Algoritma Machine Learning (Regression)

Evaluasi Model, Matriks Evaluasi, & Non-Linear Regression

  • Community FGA Machine Learning
  • Date 17 July 2019
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Algoritma Machine Learning (Regression)

Simple Linear Regression & Multiple (variable) Linear Regression

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  • Date 17 July 2019
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Algoritma Machine Learning (Classification)

Decision Tree, Logistic Regression, and Support Vector Machine

  • Community FGA Machine Learning
  • Date 18 July 2019
  • location
algoritma machine learning (recommender) project

implementasi machine learning ke dalam program

  • Community FGA Machine Learning
  • Date 23 July 2019
  • location
algoritma machine learning (recommender) project

collaborative filtering

  • Community FGA Machine Learning
  • Date 23 July 2019
  • location
PT. Pegadaian

machine learning

  • Community Komunitas Binus Create
  • Date 26 August 2019
  • location
PT. Pegadaian

MDSP 3.0

  • Community Komunitas Binus Create
  • Date 28 October 2019
  • location