A5070874480- Thermography and Photoacoustic Techniques
- Data Mining and Machine Learning Applications
- Industrial Vision Systems and Defect Detection
- Image Processing Techniques and Applications
- Computer Science and Engineering
- Infrared Target Detection Methodologies
- Video Surveillance and Tracking Methods
- Educational Methods and Media Use
- Calibration and Measurement Techniques
- Edcuational Technology Systems
- Occupational Health and Safety Management
- Robotics and Automated Systems
- Multilevel Inverters and Converters
- Surface Roughness and Optical Measurements
- Handwritten Text Recognition Techniques
- Image and Object Detection Techniques
- Soil, Finite Element Methods
- Spectroscopy and Chemometric Analyses
- Geotechnical and construction materials studies
- Educational Methods and Impacts
- Radiative Heat Transfer Studies
- Laser Material Processing Techniques
- Cell Image Analysis Techniques
- Economic Growth and Fiscal Policies
- Advanced Image Fusion Techniques
Universitas Indo Global Mandiri
2022-2024
University of Kuala Lumpur
2021
Umm al-Qura University
2015
University of Technology Malaysia
2005-2012
Multimedia University
2011
Penguatan usaha industri rumah tangga (IRT) menjadi bagian strategis dalam membangun ekonomi rakyat yang berdaya saing dan berkelanjutan. Keberhasilan tersebut sangat bergantung pada keterampilan pengetahuan para pelaku usaha. Program Pembinaan Industri Rumah Tangga-Usaha Mikro berbasis Kemitraan ini bertujuan untuk meningkatkan kapasitas mitra IRT-UM Burai Indah Purun Warna Warni (Purwani) di Desa Burai, Tanjung Batu, Ogan Ilir, melalui pelatihan berbagai aspek, seperti tata kelola...
This paper proposes a neural network control scheme of DC-DC buck-boost converter using online learning method. In this technique, back propagation algorithm is derived. The controller designed to stabilize the output voltage and improve performance Buck-Boost during transient operations. Furthermore, investigate effectiveness proposed controller, some operations such as starting-up reference variations are verified. numerical simulation results show that has better compare conventional PI-Controller
Satu teknik baru dicadangkan untuk mengkelaskan kerosakan yang boleh terjadi pada PCB menggunakan paradigma rangkaian neural. Algoritma membahagi–bahagikan imej menjadi corak primitif, melingkupi primitif berkenaan, penandaan corak, normalisasi dan pengkelasan telah dibangunkan berdasarkan pemprosesan morfologi penduaan neural Learning Vector Quantization (LVQ). Ribuan rosak digunakan tujuan latihan, diuji menilai prestasinya. memastikan berfungsi. Kata kunci: PCB, kerosakan, morfologi, LVQ...
Program Pembinaan Usaha Mikro Kecil dan Menengah (UMKM) Berbasis Kemitraan ini memiliki tujuan pembinaan, pemberdayaan, pemanfaatan bahan alami pewarna kain di LPP-PEKKA Yayasan Masjid Agung Palembang. yang dirancang meliputi pelatihan Digital Marketing, Pelatihan Branding Packaging Produk, Manajemen Keuangan, Ketrampilan Produksi Pewarna Alami diikuti oleh 50 peserta UMKM merupakan para pengerajin jumputan tenun songket Metode berupa penyampaian materi narasumber, praktek langsung peserta,...
This paper presents a real-time stereoscopic vision system that estimates the speed and direction of moving object. Stereoscopic is applied in image processing to re-construct object 3D, further estimate object's velocity vector. The developed system, which called Vestro, can be operated measure any object, ranging from remote controlled vehicles, snooker balls human beings, determine where it going. We show how 3D analytical geometry vector operations are utilized find magnitude,...
Scilab is an open-source, cross-platform computational environment software available for academic and research purposes as a free of charge alternative to the matured copyrighted such MATLAB. One important library image processing toolbox dedicated solely video processing. There are three major toolboxes this purpose: (SIP), (SIVP) recently design (IPD). The target discussion in paper SIVP due its vast use out there capability handle streaming file well (note that IPD also supports...
The COVID-19 pandemic has increased inflation and poverty rates in many cities, thus requiring considerable attention from the government as a policymaker. Therefore, this study aims to cluster regencies/cities that need mitigation priorities Indonesian based on 2021. Four machine learning methods, namely k-Means (KM), Partitioning around medoids (PAM), Ward, Divisive analysis (Diana) are utilized compared achieve purpose. Clustering 90 Indonesia produced five optimal clusters. Furthermore,...
KIP Kuliah is tuition assistance from the government for high school / equivalent graduates who have good academic potential but economic limitations. There are many things that should be considered by universities before selecting prospective students receive Lecture so selection can done using machine learning and classification algorithms. In this research, two algorithms will used including: Decision Tree Support Vector Machine (SVM). Furthermore, these tested compared final results....
Produktivitas yang tinggi merupakan tujuan utama perusahaan untuk mencapai laba maksimal. Namun, di PT. Telkom, evaluasi kinerja teknisi masih sering menghadapi tantangan akibat penilaian bersifat subjektif dari pemimpin tim. Hal ini menyebabkan sulitnya mendapatkan obyektif dan konsisten. Untuk mengatasi masalah ini, penelitian mengusulkan penggunaan metode k-Nearest Neighbor (k-NN) sebagai alternatif meningkatkan akurasi teknisi. Metode k-NN dipilih karena belum diketahui secara pasti...
Di sekolah, saat ini telah memanfaatkan teknologi untuk menyampaikan informasi pembelajaran kepada peserta didik. Selain faktor infrastuktur dan pemahaman penggunaan internet, peningkatan pada kemampuan para pendidik dalam memberikan materi juga perlu diperhatikan. Pengembangan yang menyesuaikan pemanfaatan dirasa akan menjadi modal penting tetap menarik perhatian didik agar berminat belajar secara mandiri. Modal inilah sering dibuat bervariasi karena harus bersaing dengan era generasi lebih...
Diabetic retinopathy (DR) is a serious complication of diabetes that can lead to blindness if not detected and treated early. Conventional screening methods involve fundus examination by trained medical personnel, which time-consuming costly. This study proposes an automated detection approach for diabetic using digital images Convolutional Neural Network (CNN) methods. CNN, deep learning architecture, utilized automatically learn extract features from retinal images. The dataset used...
Diabetic retinopati (DR) merupakan komplikasi serius dari diabetes yang dapat menyebabkan kebutaan jika tidak dideteksi dan diobati secara dini. Metode skrining konvensional melibatkan pemeriksaan fundus oleh tenaga medis terlatih membutuhkan waktu biaya besar. Penelitian ini mengusulkan pendekatan deteksi otomatis diabetik menggunakan citra digital metode Convolutional Neural Network (CNN). CNN adalah salah satu arsitektur deep learning, dimanfaatkan untuk mempelajari mengekstraksi...
This article proposes a new method for characterizing subsurface defects in high temperature wall by means of passive thermography. The enables fast and reliable quantitative defect characterization. Ten informative parameters have been proposed this purpose based on behavior the outer surface petrochemical boiler. Multilayer perceptron neural network has trained to characterize quantitatively three properties: thickness, length, width defect. From an extensive testing method, it shown that...
Student subject scheduling is the process of selecting optimal schedule for each student based on availability teacher schedules, teaching hours, and subjects adjusted to grade levels. Many methods, including Dynamic Programming method, can be used solve this problem. an optimization method that solves problems into smaller sub-problems saves sub-problem solutions avoid resolving. In subjects, select by solving subproblems. Using allows done more efficiently quickly. Overall, using dynamic...
There are many commercial software to perform numerical modeling based on finite element (FEM) and difference (FDM) methods. It is often a requirement the designer, that values of individual nodes in model known. Usually, these softwares provide two methods achieve this; firstly, by clicking directly onto interest secondly, saving or exporting whole nodal an external file. The former way appropriate for models with small number nodes, but as increases, it no longer efficient effective way....
Productivity is expected to support the company's goal of achieving high profits. Technician performance assessment still relies on subjective from team leader, causing difficulties in objective evaluation. This research aims improve appraisal technician at PT Telkom by proposing using k-nearest Neighbor (k-NN) method as a classification method. The k-NN was chosen because its robustness training data and effectiveness large data. process includes finding distance between two points...
Imej haba adalah imej yang menunjukkan ciri atau suhu daripada sebuah objek. ini diperolehi dengan menggunakan kamera inframerah. Kamera bekerja prinsip radiasi perpindahan dan penderia untuk membaca tenaga dari sesuatu objek di dunia nyata sebenar berkenaan. Walau bagaimanapun ada situasi tertentu mana tiruan diperlukan, misalnya mengira pengagihan memahami perilaku Kertas kerja memperlihatkan cara mendapatkan ini, berdasarkan pada paradigma pemprosesan imej. Kata kunci: tiruan; berangka;...