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Model Hybrid Random Forest dan Information Gain untuk meningkatkan Performa Algoritma Machine Learning pada Deteksi Malicious Software
Jurnal Informatika dan Rekayasa Perangkat Lunak
Vol 6
, No 2
(2024)
The evolution of malware, or malicious software, has raised increasing concerns, targeting not only computers but also other devices like smartphones. Malware is no longer just monomorphic but has evolved into polymorphic, metamorphic, and oligomorphic forms. With this massive development, conventional antivirus software is becoming less effective at countering it. This is due to malware's ability to propagate itself using different fingerprint and behavioral patterns. Therefore, an intelligent...
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Penerapan Recursive Feature Elimination (RFE) pada Tree-Based Classifier untuk Identifikasi Risiko Diabetes
Jurnal Informatika dan Rekayasa Perangkat Lunak
Vol 6
, No 2
(2024)
Diabetes mellitus is a common chronic disease with significant global impact. Early identification of individuals at high risk of developing diabetes is critical for the prevention and management of the disease. This study explores the use of Recursive Feature Elimination (RFE) in decision tree-based classifiers to improve the accuracy of diabetes risk prediction. The Pima Indians Diabetes Database (PIDD) dataset was used as the database, and algorithms such as Decision Tree, Random Forest, Grad...
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Deteksi Serangan Denial of Service (DoS) dan Spoofing pada Internet of Vehicles menggunakan Algoritma K-Nearest Neighbor (KNN)
Jurnal Informatika dan Rekayasa Perangkat Lunak
Vol 6
, No 2
(2024)
The implementation of Internet of Things (IoT) technology in motor vehicles has been increasing over time and is known as the Internet of Vehicles (IoV). IoV is becoming more essential to society as it provides comfort, safety, and efficiency in driving. Unfortunately, the use of internet technology in IoV brings the potential for cyber-attacks, such as Denial of Service (DoS) and Spoofing. Intrusion Detection Systems in IoV have not yet fully matured, as this technology is still relatively new....
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Strategi Manajemen Keuangan Rumah Tangga: Langkah Menuju Kesejahteraan Ekonomi Keluarga
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 3
, No 3
(2024)
This Community Service activity aims to ensure that every woman is able to have a management strategy in managing household finances so that economic prosperity can be achieved in the family. Participants in this activity are given an understanding of the management strategies applied in managing household finances which will result in output from the participants, namely that each participant knows the level of financial needs, is able to make financial plans well in accordance with the flow of...
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Pendampingan Pengisian SPT Tahunan Orang Pribadi Melalui E-Filing di Wilayah Sidoarjo Barat
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 3
, No 3
(2024)
In this digital era, the process of reporting the Annual Tax Return (SPT) for Individuals can be done online. However, there are still many Taxpayers who experience difficulties related to the procedure for reporting Annual SPT online. Community service activities in the form of assistance in reporting Individual SPT through e-Filing carried out by students of Nahdlatul Ulama University Sidoarjo as part of the Tax Volunteers held by the Directorate General of Taxes (DJP) located at the West Sido...
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Pemberdayaan Kelompok Wanita Tani Desa Sumber Sari dalam Pembuatan Pupuk Organik Cair Berkadar Nitrogen Tinggi untuk Mengatasi Kelangkaan Pupuk Anorganik
Zainal Abidin
; Roby Roby
; F. Silvi Dwi Mentari
; Yuanita Yuanita
; Nur Hidayat
; Daryono Daryono
; Laode Muh Asdiq Hamsin Ramadan
; Andi Lelanovita Sardianti
; Faradilla Faradilla
; La Mudi
; Riama Rita Manullang
; Rusmini Rusmini
; Haryatie Sarie
; Ramadan Ramadan
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 3
, No 3
(2024)
Community service is an important activity in increasing community capacity and welfare. In an effort to support sustainable agriculture, training on making liquid organic fertilizer (POC) with high nitrogen content aims to provide knowledge and skills to the community to use organic waste as a basic ingredient for fertilizer. Liquid organic fertilizer which has a high nitrogen content plays an important role in increasing soil fertility and plant productivity without damaging the environment. T...
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Pengenalan Pembelajaran Model Product Based Learning pada TK Islam Terpadu Ar-Rajwaa
Roby Roby
; Zainal Abidin
; F. Silvi Dwi Mentari
; Yuanita Yuanita
; Nur Hidayat
; Daryono Daryono
; Faradilla Faradilla
; La Mudi
; Riama Rita Manullang
; Rusmini Rusmini
; Haryatie Sarie
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 3
, No 3
(2024)
This training aims to introduce and apply a product-based learning (PBL) approach in a kindergarten (TK) environment. PBL is a student-centered learning method where children learn through exploration, problem solving and collaboratively in producing a product. In the kindergarten context, PBL focuses on developing children's cognitive, social and motor skills through hands-on learning and writing activities. This training was developed for kindergarten teachers with a theoretical understanding...
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Low-Cost Wearable Device for Sleepiness Detection Based on Heart Rate Monitoring
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 6
, No 4
(2024)
Driver sleepiness is one of the most contributing factors in car accidents. Preventions to this problem have been made with various types of driver’s sleepiness detection system, such as systems based on face detection and electrocardiography approaches. However, these approaches require sophisticated systems and impractical design that are not suitable for the low- cost wearable device for daily use. Photoplethysmography based sensor is very favorable to be implemented in the low-cost wearable...
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EFEKTIVITAS KOMBINASI TERAPI NEBULIZER, BREATHING EXERCISE, DAN MOBILISASI SANGKAR THORAKS PADA KASUS CHRONIC OBSTRUCTIVE PULMONARY DISEASE DI INSTALASI RS PARU JEMBER: CASE REPORT
Physio Journal
Vol 4
, No 2
(2024)
Latar belakang: Chronic Obstructive Pulmonary Disease (COPD) adalah obstruksi saluran nafas yang tidak dapat disembuhkan yang terjadi secara progresif dan kronik, sering ditandai dengan adanya batuk secara terus menerus dan berlangsung lama, adanya suara mengi, sesak nafas, dan rasa tertekan di dada. Penyebab paling umum dari COPD adalah perokok, paparan lingkungan dan juga faktor genetik. Masalah yang ditimbulkan pada COPD antara lain adalah sesak nafas dengan pola dyspnea, adanya spasme pada o...
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PERBEDAAN PENGARUH PEMBERIAN MUSCLE ENRGY TECHNIQUE DAN CORRECTIVE EXERCISE TERHADAP PENINGKATAN KEMAMPUAN FUNGSIONAL LEHER PADA UPPER CROSS SYNDROME (UCS)
Physio Journal
Vol 4
, No 2
(2024)
Latar belakang : Penurunan kemampuan fungsional leher pada kondisi Upper Cross Syndrome disebabkan karena penurunan kekuatan otot, secara klinis berkaitan dengan adanya ketidakseimbangan otot dan nyeri akibat over use dalam bekerja. Pemberian latihan muscle energy technique dan corrective exercise dapat meningkatkan kemampuan fungsional leher pada upper cross syndrome. Tujuan : Untuk mengetahui perbedaan pengaruh muscle energy technique dan corrective exercise terhadap peningkatan kemampuan fung...
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