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Music-Genre Classification using Bidirectional Long Short-Term Memory and Mel-Frequency Cepstral Coefficients
Journal of Computing Theories and Applications
Vol 1
, No 3
(2024)
Music genre classification is one part of the music recommendation process, which is a challenging job. This research proposes the classification of music genres using Bidirectional Long Short-Term Memory (BiLSTM) and Mel-Frequency Cepstral Coefficients (MFCC) extraction features. This method was tested on the GTZAN and ISMIR2004 datasets, specifically on the IS-MIR2004 dataset, a duration cutting operation was carried out, which was only taken from seconds 31 to 60 so that it had the same durat...
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29 Sitasi
ELECTROSTIMULATOR DESIGN BASED ON ARDUINO MEGA 2560
MEDIKA TRADA : Jurnal Teknik Elektomedik Polbitrada
Vol 4
, No 2
(2023)
The use of medical equipment in the world of health is very much needed, one of which is an electrostimulator which can be used to help recovery in post-stroke patients. Electrostimulators can be made with several conditions, namely: controller, stimulator, and electrodes. Apart from that, there are 4 parameters needed for the electrostimulator, namely 1) Pulse Amplitude, 2) Pulse Width, 3) Pulse Shape, 4) Pulse Frequency. In this electrostimulator, it is highly recommended to use a surface elec...
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1 Sitasi
Analisis Data Penyakit DBD Dengan K-means clustering di Kabupaten Bantul Menggunakan Data mining
Jurnal Manajemen Informasi dan Administrasi Kesehatan
Vol 6
, No 2
(2023)
Dinas Kesehatan (Dinkes) Bantul mencatat kasus DBD tahun 2021 dan 2022 mengalami kenaikan yaitu 410 kasus dan 885 kasus. Teknik clustering data mining dengan tools orange dapat digunakan untuk menemukan cluster kasus DBD di Kabupaten Bantul. Maka dari itu telah dilakukan clustering dengan teknik K-means clustering menggunakan tools orange untuk mengetahui tingkat persebaran kasus DBD di Kabupaten Bantul. Dengan K-means clustering dihasilkan 3 cluster yaitu tinggi, sedang dan rendah. Dinkes Bant...
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Spiritual Emotional Freedom Technique (SEFT) and Time Management to Reduce Academic Stress in Students During The Covid-19 Pandemic
Indonesian Journal of Instructional Media and Model
Vol 5
, No 2
(2023)
Academic stress is mental distress due to stressors related to the academic environment. The study of academic stress on adolescents and students has been extensively researched and has become a topic of great concern. Academic stress is mental distress due to academic stressors. Prolonged academic stress will not only affect the lives of adolescents but has the potential to reduce academic achievement. The research problem refers to the Spiritual Emotional Freedom Technique (SEFT) and whether t...
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Analisis Kinerja Layanan Bongkar Muat General Cargo Di Pelabuhan Cappa Ujung Parepare
Ocean Engineering : Jurnal Ilmu Teknik dan Teknologi Maritim
Vol 2
, No 2
(2023)
The purpose of this research is to (1) determine the percentage of loading and unloading productivity at the Port of Cappa Ujung Parepare (2) to find out the criteria that have good performance in loading and unloading services at the Port of Cappa Ujung Parepare (3) to find out the criteria that are considered according to the interests of users Loading and unloading services at Cappa Ujung Parepare Port. The population in this study was 120 people, which is the number of respondents in this st...
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Plant Diseases Classification based Leaves Image using Convolutional Neural Network
Journal of Computing Theories and Applications
Vol 1
, No 1
(2023)
Plant disease is one of the problems in the world of agriculture. Early identification of plant diseases can reduce the risk of loss, so automation is needed to speed up identification. This study proposes a custom-designed convolutional neural network (CNN) model for plant disease recognition. The proposed CNN model is not complex and lightweight, so it can be implemented in model applications. The proposed CNN model consists of 12 CNN layers, which consist of eight layers for feature extractio...
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29 Sitasi
Dataset and Feature Analysis for Diabetes Mellitus Classification using Random Forest
Mustofa, Fachrul
; Safriandono, Achmad Nuruddin
; Muslikh, Ahmad Rofiqul
; Setiadi, De Rosal Ignatius Moses
Journal of Computing Theories and Applications
Vol 1
, No 1
(2023)
Diabetes Mellitus is a hazardous disease, and according to the World Health Organization (WHO), diabetes will be one of the main causes of death by 2030. One of the most popular diabetes datasets is PIMA Indians, and this dataset has been widely tested on various machine learning (ML) methods, even deep learning (DL). But on average, ML methods are not able to produce good accuracy. The quality of the dataset and features is the most influential thing in this case, so deeper investment is needed...
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Pendampingan Rebranding dan Digital Marketing bagi UMKM di Desa Kedungdalem guna Menghadapi Persaingan Industri Kreatif
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 2
, No 3
(2023)
UMKM di Desa Kedungdalem memiliki peluang untuk berkembang karena memiliki beberapa keunggulan dan keunikan yang berpotensi. Namun pelaku UMKM di Desa Kedungdalem masih menggunakan pemasaran offline dikarenakan kurangnya ilmu pemanfaatan teknologi para pelaku UMKM, hal ini yang menyebabkan UMKM Desa Kedungdalem kurang dikenal oleh masyarakat luas. Dengan adanya permasalahan tersebut, kelompok 50 KKN-T MBKM melakukan kegiatan pengabdian berupa pendampingan rebranding dan digital marketing melalui...
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Peran Agribisnis dalam Perekonomian dan Urgensinya Menurut Pandangan al-Qur’an
JURNAL IQTISAD: Reconstruction of Justice and Welfare for Indonesia
Vol 10
, No 1
(2023)
This research sets out from the fact that Indonesia is a country that relies on the agribusiness sector to develop the national economic growth. However, oftentimes agribusiness is only seen as a mere business activity, without delving deeply in terms of its relation to religious values, such as the perspective of the Koran. This study aims to describe the important roles of agribusiness in the economy of Indonesian and simultanously to explore its urgency in the view of the Koran. This research...
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Feasibility study on the Development of Higher Education Repository X in Pagar Alam, South Sumatra
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 2
, No 2
(2023)
Higher education is an institution that has various sections and work units that work together in carrying out the Tri Dharma principles, namely research, learning and service, which are able to accommodate large amounts of data, both in conventional and digital forms. digitally it is called a repository, college x in Pagar Alam, South Sumatra does not yet have a repository, so a feasibility study must be carried out which can later become a forum for suggestions. Before the repository is develo...
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