6. Dr.Eng Antoni Wibowo S.Si., M.Kom., M.Eng

Subject Content Coordinator

anwibowo@binus.edu
021-53696969 ext1803
Prodi MTI, BGP, Jl Kebon Jeruk Raya no 27, Lt-8, Jakarta Barat, 11530 Indonesia

Profile & Qualification
Research & Publication
Community Service
Personal Developement

Antoni Wibowo (M’12) has received my first degree of Applied Mathematics in 1995 and master degree of Computer Science in 2000. In 2003, He awarded a Japanese Government Scholarship (Monbukagakusho) to attend Master and PhD programs at Systems and Information Engineering in University of Tsukuba-Japan. He completed the second master degree in 2006 and PhD degree in 2009, respectively. His PhD research focused on machine learning, operations research, multivariate statistical analysis and mathematical programming, especially in developing nonlinear robust regressions using statistical learning theory. He has worked from 1997 to 2010 as a researcher in the Agency for the Assessment and Application of Technology – Indonesia. From April 2010 – September 2014, he worked as a senior lecturer in the Department of Computer Science – Faculty of Computing, and a researcher in the Operation Business Intelligence (OBI) Research Group, Universiti Teknologi Malaysia (UTM) – Malaysia. From October 2014 – October 2016, he was an Associate Professor at Department of Decision Sciences, School of Quantitative Sciences in Universiti Utara Malaysia (UUM). Dr. Eng. Wibowo is currently working at Binus Graduate Program (Master in Computer Science) in Bina Nusantara University-Indonesia as a Specialist Lecturer and continues his research activities.

Subject taught: Computational Intelligence & Optimization, Machine Learning, Big Data Analytic, Writing Paper & Colloquium Thesis, IT Research Methodology, IT Risk Management & Audit, Data Mining

Research : machine learning, optimization, operations research, multivariate data analysis, data mining, computational intelligence and artificial intelligence.

Scopus: https://www.scopus.com/authid/detail.uri?authorId=57190940136
Scholar : https://scholar.google.com/citations?user=H7w_pp0AAAAJ&hl=en
Sinta : https://sinta.kemdikbud.go.id/authors/?q=antoni%20wibowo

Research

149/VR.RTT/VII/2023

Nonlinier Regresi Robust Berbasis Kernel Menggunakan Algoritma Fast S-estimator dan Penerapannya dalam Digital Marketing

Propose Year 2023
Budget Year 2023
Funding Company DIKTI
Researcher(s) Dr. Ir. Z. Hidayat, M.M., M.Si.Dr. Eng. Antoni Wibowo, S.Si., M.Kom., M.Eng

Profile & Qualification

Nonlinier Regresi Robust Berbasis Kernel Menggunakan Algoritma Fast S-estimator dan Penerapannya dalam Digital Marketing

Pengembangan model observer menggunakan Neural Networks (NN) untuk sistem kontrol berbasis cloud.

Model Komputasi Pohon Pinus Virtual Cerdas untuk Manajemen Reboisasi Hutan Gundul di Indonesia dengan Menggunakan Metode Functional-Structural Plant Modelling

Mathematical Modelling of Physical Distancing Policy for Post COVID-19 Event Management

Pengembangan Algoritma Multi-Objective Penjadwalan Dokter di Rumah Sakit Berbasis Pendekatan Pareto dan Hyperheuristic

Pengembangan Model Optimasi Morfologis Tanaman Virtual Berbasis Logika Fuzzy untuk Pembuatan Keputusan Strategis Cerdas Bidang Pertanian (Studi Kasus Tanaman Sayuran Hidroponik)

Pengembangan Sistem Rekomendasi Lagu Menggunakan Neural Collaboartive Filtering

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

Pengembangan Sistem Rekomendasi Lagu Menggunakan Neural Collaboartive Filtering

PREDIKSI POSISI DALAM RUANGAN MENGGUNAKAN METODE FINGERPRINTING DAN BLUETOOTH LOW ENERGY

Fish Classification System Using YOLOv3-ResNet18 Model for Mobile Phones

End-to-End Steering Angle Prediction for Autonomous Car Using Vision Transformer

Machine Learning Trained Drowsiness Detection Using Gyroscope on a Microcontroller

Time Series Forecasting Based on Deep Learning CNN-LSTM-GRU Model on Stock Prices

Neural controller design for a class of nonlinear systems with time-varying delay: A bibliometric analysis-based short literature review

A Generic Fuzzy Decision Support Model based on Plant Computational Model for Agriculture Investment Decision

Long Short-Term Memory Network Hyperparameter Optimization Using Hybrid Algorithm GA-PSO On LQ45 Stock Prediction

RISK ASSESSMENT RELATED TO PRIVACY INFORMATION ON ELECTRONIC MONEY SERVER-BASED USING ISO 27001 ISO 27005, ISO 27701

RECOMMENDATION SYSTEM FOR ONLINE JOB VACANCY USING MACHINE LEARNING MODELS

An IoT Based Real-Time Weather Monitoring System Using Telegram Bot and Thingsboard Platform

Canva (Magic Write)

Pemanfaatan Teknologi Artificial Intelligence dan Aplikasinya pada Pendidikan/Pengajaran

Menggunakan LINDo untuk optimasi produk UMKM

Pemrograman linier untuk optimasi hasil produk umkm

Pemrograman linier untuk optimasi hasil produk umkm

Pemrograman linier untuk optimasi hasil produk umkm

Pemrograman linier untuk optimisasi produksi pada UMKM

Klasifikasi Data Menggunakan Rapid Miner

Analisa Regresi dan Uji Statistik dengan Menggunakan Microsoft Excel

Analisa Regresi dan Uji Statistik dengan Menggunakan Microsoft Excel

Basic Proof Technique 1

Part 1: Basic Proof Technique 1

Part 2: Basic Proof Technique 2

Part 3: Basic Proof Technique 3

Part 3: Basic Proof Technique 3

Part 3: Basic Proof Technique 3

Part 3: Basic Proof Technique 3

Part 3: Basic Proof Technique 3

Part 3: Basic Proof Technique 3

Part 3: Basic Proof Technique 3

Part 3: Basic Proof Technique 3

Part 4: Soal-soal untuk menghadapi OSN Matematika

Part 5: Number Theory

Part 6: Number Theory

Membuat Brosur menggunakan template Office 2010 : Margin, Insert Picture, Insert Table, add text

Cara manual di word 2010 : page layout, insert column, insert picture, add text, formatting

Using various design views, background design, text, clipart & graphics, Running a slide show

Transitions, Animating Text & objects, Setting Timing, Creating a Photo Album, Insert Sounds & Video

SumIF, Function, CountIF, Function

Bussiness Mathematics Basic for UKM : Business Planning, Pareto Principle, Canvas Model

Tutorial Matematika Menghadapi UN/OSN SMP Negeri 2

Tutorial Matematika Menghadapi UN/OSN SMP Negeri 2

Tutorial Matematika Menghadapi UN/OSN SMP Negeri 2

Ms. Excel : Grafik & Pivot Table

Create Pivot Table, Edit Pivot Table, Review materi Excel & Latihan

recap logistic regresion dan persamaan garis linier

praktik implementasi perceptron sederhana dan perceptron untuk logic gate

cross entropy and gradient descent

back propagation and overfitting VS underfitting

pengenalan struktur deep learning, CNN, RNN, RBM

permasalahan fundamental network