Explanipedia

Optimization of Accuracy Improvement through Modified ShuffleNet Architecture in Rice Classification Open

Abdullah Shafique Ahmad, Dedy Hartama, Agus Perdana Windarto, Anjar Wanto · 2025

Accurate rice classification is essential to determine the quality and market value of rice. Traditional methods of rice classification are often time-consuming and error-prone, so a more efficient and accurate solution is needed. This stu…

ENHANCED FLOWER IMAGE CLASSIFICATION USING MOBILENETV2 WITH OPTIMIZED PERFORMANCE Open

Ade Ismiaty Ramadhona Ht. Barat, Winda Astuti, Dedy Hartama, Agus Perdana Windarto, Anjar Wanto · 2025

Flower classification is an essential activity in multiple fields, including healthcare, cosmetics, agriculture, and environmental monitoring. Deep learning has achieved notable success in intricate picture categorization problems, especia…

Enhancing Tomato Leaf Disease Detection via Optimized VGG16 and Transfer Learning Techniques Open

Sandy Putra Siregar, Imam Akbari, Poningsih Poningsih, Anjar Wanto, Solikhun Solikhun · 2025

Computer science Biology

Identification of tomato leaf disease remains difficult because standard approaches are frequently incorrect in identifying distinct signs. Convolutional Neural Networks (CNNs) perform well in image classification and pattern identificatio…

DEEP GATED RECURRENT UNITS PARAMETER TRANSFORMATION FOR OPTIMIZING ELECTRIC VEHICLE POPULATION PREDICTION ACCURACY Open

Jeni Sugiandi, Solikhun Solikhun, Anjar Wanto · 2025

Computer science Mathematics Physics

The development of electric vehicles is an important innovation in reducing greenhouse gas emissions while reducing dependence on fossil fuels. The main problem in developing electric vehicles is the lack of adequate infrastructure. Inaccu…

OPTIMIZATION OF THE INCEPTIONV3 ARCHITECTURE FOR POTATO LEAF DISEASE CLASSIFICATION Open

Khairun Nisa Arifin Nur, Nazlina Izmi Addyna, Agus Perdana Windarto, Anjar Wanto, Poningsih Poningsih · 2025

Mathematics Computer science Biology

Potato leaf diseases can cause significant yield losses, making early detection crucial to prevent major damages. This study aims to optimize the Inception V3 architecture in a Convolutional Neural Network (CNN) for potato leaf disease cla…

ENHANCING HERBAL PLANT LEAF IMAGE DETECTION ACCURACY THROUGH MOBILENET ARCHITECTURE OPTIMIZATION IN CNN Open

Agustinus Deddy Arief Wibowo, Rahmat Zulpani, Agus Perdana Windarto, Anjar Wanto, Sundari Retno Andani · 2025

Computer science Geography

Herbal plants have various health benefits, but their type identification remains challenging for the general public. This study aims to improve the accuracy of herbal plant leaf classification using Convolutional Neural Network (CNN) base…

RetMobileNet: A New Deep Learning Approach for Multi-Class Eye Disease Identification Open

Anjar Wanto, Yuhandri Yunus, Okfalisa Okfalisa · 2024

Computer science Medicine Biology

Image processing plays a vital role in disease identification, particularly in analyzing retinal fundus images to detect various eye conditions, such as Diabetic Retinopathy, Drusen, and Central Retinal Vein Occlusion.This study aims to de…

Workshop Pemanfaatan AI untuk Meningkatkan Literasi Digital Guru-Guru SMK dalam Proses Pembelajaran di Sekolah Open

Achmad Daengs GS, Ni Luh Wiwik Sri Rahayu Ginantra, Teuku Afriliansyah, Anjar Wanto, Harly Okprana · 2024

Computer science Psychology

This activity aims to equip UISU Siantar Private Vocational School teachers with knowledge and skills in utilizing Artificial Intelligence (AI) to increase learning effectiveness. This activity was carried out over two days with various se…

ANALYSIS OF THE BACKPROPAGATION ALGORITHM IN PREDICTING WATER VOLUME OF PDAM TIRTAULI PEMATANG SIANTAR CITY Open

Saputra Ramadani, Anjar Wanto, M. Safii · 2024

Computer science Engineering Mathematics

Increasing living standards cause an increase in the need for drinking water. However, current water supply estimates are still not optimal, with water production sometimes being more or less than requirements. To estimate the amount of wa…

Pelatihan Pembuatan Pin Press Digital Bagi Siswa untuk Meningkatkan Keterampilan dan Menumbuhkan Semangat Wirausaha Open

Achmad Daengs GS, Rizky Khairunnisa Sormin, Zulia Almaida Siregar, Riki Winanjaya, Anjar Wanto · 2023

Physics

This PKM activity aims to develop the skills of Vocational High School (SMK) students in making digital pin presses through special training. Technology and mechanical skills are becoming increasingly important in today's digital era, and …

A Comprehensive Bibliometric Analysis of Deep Learning Techniques for Breast Cancer Segmentation: Trends and Topic Exploration (2019-2023) Open

Agus Perdana Windarto, Anjar Wanto, S Solikhun, Ronal Watrianthos · 2023

Computer science Medicine Business

The objective of this study is to perform a comprehensive bibliometric analysis of the existing literature on breast cancer segmentation using deep learning techniques. Data for this analysis were obtained from the Web of Science Core Coll…

Pemanfaatan Algoritma BFGS Quasi-Newton untuk Melihat Potensi Perkembangan Luas Tanaman Kopi di Pulau Sumatera Open

Safruddin Safruddin, Elfin Efendi, Rita Mawarni, Anjar Wanto · 2023

Mathematics Computer science

Coffee is one of Indonesia's essential export commodities and a foreign exchange source for the country. One crucial factor in coffee production development is the planted land area. Therefore, the availability of land for coffee plants in…

Pengelompokkan Produksi Tanaman Jagung di Sumatera Utara Menggunakan Algoritma K-Medoids Open

Safruddin Safruddin, Joni Wilson Sitopu, Azwar Anas Manurung, Indra Satria, Anjar Wanto · 2023

Mathematics Biology

Corn is a strategic commodity with bright marketing prospects, especially in North Sumatra. Therefore efforts to increase corn production need great attention because, with sufficient availability, it is hoped that the community's need for…

Brain Image Decomposition on Image Alteration Open

Sri Rahmawati, GS Achmad Daengs, Teri Ade Putra, Abdi Rahim Damanik, Anjar Wanto · 2022

Computer science Biology Chemistry

Image transformation is essential to explore and find out specific information that does not exist and has not been previously known from an image, such as pixels, geometry, size or colour. Therefore, this paper aims to analyze the image t…

Optimization of Performance Traditional Back-propagation with Cyclical Rule for Forecasting Model Open

Anjar Wanto, Ni Luh Wiwik Sri Rahayu Ginantra, Surya Hendraputra, Ika Okta Kirana, Abdi Rahim Damanik · 2022

Computer science Engineering Economics

The traditional Back-propagation algorithm has several weaknesses, including long training times and significant iterations to achieve convergence. This study aims to optimize traditional Back-propagation using the cyclical rule method to …

Rancang Bangun Alat Pengusir Hama Burung Berbasis Arduino Uno Open

Syafri Maradu Manurung, Anjar Wanto, Indra Gunawan · 2022

Computer science Engineering

Bird pests are one of the problems that always haunt farmers, these pests often make it difficult for farmers, plus during the rice harvest period, bird pests will increase, thereby reducing the production yields that will be produced. The…

Implementasi Algoritma Resilient untuk Prediksi Potensi Produksi Bawang Merah di Indonesia Open

Nurhayati Nurhayati, Mhd. Buhari Sibuea, Dedi Kusbiantoro, Martina Silaban, Anjar Wanto · 2022

Mathematics Geography Engineering

Shallots are seasonal horticultural crops with high economic value. They are one of the horticultural commodities prioritized by the Director General of Horticulture and the Ministry of Agriculture in their development and handling. Theref…

Hybrid Canny Zerocross Method for Edge Detection in Retina Identification Cases Open

Silfia Andini, Anjar Wanto, Retno Devita, Ruri Hartika Zain, Aulia Fitrul Hadi · 2022

Computer science Biology

Edge detection is fundamental to Figure processing. Edges include much information in a figure, including the object's location, shape, size, and information about its texture. Since edge detection is a critical component of Figure process…

Akurasi Algoritma Fletcher-Reeves untuk Prediksi Ekspor Karet Remah Berdasarkan Negara Tujuan Utama Open

Rapianto Sinaga, Mora Malemta Sitomorang, Deri Setiawan, Anjar Wanto, Agus Perdana Windarto · 2022

Computer science Mathematics Materials science

Crumb rubber is a natural rubber specially designed to ensure its technical quality. Rubber is produced mainly in Southeast Asia, where Indonesia is the second largest producer in the world after Thailand. This study aims to predict the ex…

Akurasi Prediksi Ekspor Tanaman Obat, Aromatik dan Rempah-Rempah Menggunakan Machine Learning Open

Muhammad Mahendra, Roy Chandra Telaumbanua, Anjar Wanto, Agus Perdana Windarto · 2022

Computer science Mathematics Chemistry

Spices are parts of plants that have a strong aroma and are used in small amounts in foods as flavours, preservatives, and food coloring. Spices are usually used as medicines, natural dyes, and spices. As a kitchen spice, spices have a var…

Model Prediksi Algoritma ANN Pada Jumlah Ekspor Barang Perhiasan Dan Berharga Menurut Negara Tujuan Open

Arifah Hanum, Tri Welanda, Anjar Wanto, Agus Perdana Windarto · 2022

Mathematics Computer science

Currently Indonesia is one of the exporting countries to industrialized and developing countries. The methods carried out in the research of the prediction of the export of jewelry and valuables from this main destination country use the A…

Algoritma Machine Learning untuk penentuan Model Prediksi Produksi Telur Ayam Petelur di Sumatera Open

Ihsan Maulana Muhamad, Sigit Anugerah Wardana, Anjar Wanto, Agus Perdana Windarto · 2022

Computer science Biology Engineering

Laying hens eggs are one of the livestock commodities that make a very large contribution to the supply of eggs as a community need. Therefore, it is necessary to predict the egg production of laying hens in the future so that in the futur…

PEMANFAATAN ARDUINO UNO DALAM TONG SAMPAH PINTAR DAN PENDETEKSI ASAP BERBASIS IR SENSOR Open

Vitri Roma Sari, Suhada Suhada, Anjar Wanto, Dedy Hartama, Irawan Irawan · 2022

Computer science Engineering

Garbage is unwanted material after the end of a process. Good waste management can create a clean environment and avoid various diseases. understanding of waste management to this day is still widely ignored by the community, many people f…

Penerapan ML dengan Teknik Bayesian Regulation untuk Peramalan Usia Penduduk di Beberapa Negara Asia Open

Ratih Puspadini, Anjar Wanto, Nur Arminarahmah · 2022

Computer science Geography Economics

Knowing the age of life of the population in a country is useful for evaluating the performance of the government, whether the government is able to prosper the population in general, and improve health status in particular. The purpose of…

Pemanfaatan Algoritma Fletcher-Reeves untuk Penentuan Model Prediksi Harga Nilai Ekspor Menurut Golongan SITC Open

Ni Luh Wiwik Sri Rahayu Ginantra, Achmad Daengs GS, Silfia Andini, Anjar Wanto · 2022

Computer science Mathematics Economics

Conjugate gradient Fletcher-Reeves algorithm, according to some literature, is an optimization method that is suitable when juxtaposed with the backpropagation method because this method can speed up the training time to achieve a minimum …

Pelatihan Pemantapan Sistem Operasi Linux Sebagai Bekal Persiapan Uji Kompetensi Ujian Nasional Tingkat Kejuruan Open

Agus Perdana Windarto, Anjar Wanto, Mesran Mesran · 2021

Computer science Physics Art

According to the title of the program, the method of ipteks maintenance that is used is learning and exploring the Linux Operating System. Pelatihan keterampilan ditunjang dengan ceramah, tanya jawab, dan juga langsung praktek di laborator…

Penggunaan Sistem GPS Untuk Keamanan Kendaraan Dengan Kontrol SMS Menggunakan Mikrokontroler Arduino Open

Agung Yusuf Pratama, Muhammad Ridwan Lubis, Anjar Wanto, Indra Gunawan, Ika Okta Kirana · 2021

Computer science

Motor vehicle theft cases still often occur around us, this happens because there is still a lack of security systems in motorized vehicles that only use ignition keys and key covers, where the weakness of standard security systems like th…

Implementation of PROMETHEE-GAIA Method for Lecturer Performance Evaluation Open

Ronal Watrianthos, Wahyu Azhar Ritonga, Aysyah Rengganis, Anjar Wanto, M. Isa Indrawan · 2021

Computer science Mathematics Engineering

Assessing the progress of lectures ensures the involvement of lectures in the exercise of science dissemination by research, education, and community service. That job affects the performance of lecturers at universities throughout the cou…

Performance One-step secant Training Method for Forecasting Cases Open

N L W S R Ginantra, Gita Widi Bhawika, GS Achmad Daengs, Pawer Darasa Panjaitan, Mohammad Aryo Arifin , et al. · 2021

Computer science Physics Biology

The training function used in the ANN method, especially backpropagation, can produce different forecasting accuracy, depending on the method parameters given and the data to be predicted. This paper aims to analyze the ability and perform…

Utilization of Rough Sets Method with Optimization Genetic Algorithms in Heart Failure Cases Open

Silfia Andini, Rianto Sitanggang, Anjar Wanto, Harly Okprana, GS Achmad Daengs , et al. · 2021

Computer science

Rough Set is a machine learning method capable of analyzing dataset uncertainty to determine essential object attributes. At the same time, genetic algorithms can solve estimates for optimization and search problems. Therefore, this study …

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