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Comparative Analysis of Distance Metrics in KNN and SMOTE Algorithms for Software Defect Prediction
Maulidha, Khusnul Rahmi
; Lambung Mangkurat University
; Faisal, Mohammad Reza
; Lambung Mangkurat University
; Saputro, Setyo Wahyu
; Lambung Mangkurat University
; Abadi, Friska
; Lambung Mangkurat University
; Nugrahadi, Dodon Turianto
; Lambung Mangkurat University
; Adi, Puput Dani Prasetyo
; National Research and Innovation Agency (Badan Riset dan Inovasi Nasional)
; Hariyady, Hariyady
; Universiti Malaysia Sabah
Telematika
Vol 18
, No 1
(2025)
As the complexity and scale of projects increase, new challenges arise related to handling software defects. One solution uses machine learning-based software defect prediction techniques, such as the K-Nearest Neighbors (KNN) algorithm. However, KNN’s performance can be hindered by the majority vote mechanism and the distance/similarity metric choice, especially when applied to imbalanced datasets. This research compares the effectiveness of Euclidean, Hamming, Cosine, and Canberra distance met...
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Feature Fusion with Albumentation for Enhancing Monkeypox Detection Using Deep Learning Models
Pratama, Nizar Rafi
; Setiadi, De Rosal Ignatius Moses
; Harkespan, Imanuel
; Ojugo, Arnold Adimabua
Journal of Computing Theories and Applications
Vol 2
, No 3
(2025)
Monkeypox is a zoonotic disease caused by Orthopoxvirus, presenting clinical challenges due to its visual similarity to other dermatological conditions. Early and accurate detection is crucial to prevent further transmission, yet conventional diagnostic methods are often resource-intensive and time-consuming. This study proposes a deep learning-based classification model by integrating Xception and InceptionV3 using feature fusion to enhance performance in classifying Monkeypox skin lesions. Giv...
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15 Sitasi
THE EFFECT OF INCUBATION TIME AND DOSE OF CHICKEN MANURE COMPOST ON THE GROWTH AND YIELD OF PAKCOY (Brassica rapa L.)
Agrisaintifika : Jurnal Ilmu - Ilmu Pertanian
Vol 9
, No 1
(2025)
Pakcoy has high economic value, therefore it is necessary to increase pakcoy production. To overcome the problems that arise in pakcoy cultivation, it is necessary to carry out proper cultivation that is enviromentally friendly. This study aims to determine the effect of incubation time and the dosageof chicken manure compost onthe growth of pakcoy (Brasia rapa L.) plants. This study was conducted from October to December 2023, behind the Timor University Library Building and the results of the...
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APPLICATION OF TOFU WASTE POC AND BIOCHAR COMPOST AND ITS EFFECTS ON SOIL AND PAKCOY
Agrisaintifika : Jurnal Ilmu - Ilmu Pertanian
Vol 9
, No 1
(2025)
This study aimed to examine the effect of the application of Liquid Organic Fertilizer (LOF) of tofu waste and compost enriched with biochar on the content of C-organic, N-total, P-total, and P-available soil as well as the growth response and yield of pak choi. The study used a factorial completely randomized design (CRD). The first factor was the concentration of tofu waste LOF (4 levels), namely T0 (0 ml/L water), T1 (100 ml/L water), T2 (200 ml/L water), T3 (300 ml/L water). The second facto...
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Hubungan antara Kesiapan Belajar dengan Hasil Belajar Siswa Kelas V MI Miftahul Ulum Tambakrejo Probolinggo
Sinar Dunia: Jurnal Riset Sosial Humaniora dan Ilmu Pendidikan
Vol 4
, No 1
(2025)
This study aims to analyze the relationship between learning readiness and the cognitive learning outcomes of fifth-grade students at MI Miftahul Ulum Tambakrejo Probolinggo. Learning readiness includes aspects of academic, physical, social, emotional, and cognitive skills, which are believed to influence learning outcomes. The research method used is quantitative with a correlational approach. The research sample consists of fifth-grade students, with data collected through questionnaires and l...
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Perancangan sistem informasi sekolah berbasis web pada TK Aisyiyah Bustanul Athfal 1 Bengkulu
IT-Explore: Jurnal Penerapan Teknologi Informasi dan Komunikasi
Vol 4
, No 1
(2025)
TK Aisyiyah Bustanul Athfal 1 Bengkulu is an early childhood education institution that still manages administrative and academic processes manually, such as recording student data, admitting new learners, and assessing learning outcomes. This has the potential to cause recording errors, data loss, and delays in information processing. This research aims to design a web-based school information system that can help manage school data and information in a computerized manner. The system includes...
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2 Sitasi
Pemanfaatan Hasil Alam sebagai Alternatif Pengganti Warna Sintetis : (Studi Kasus di Rumah Batik Purwo Carito Desa Botoputih, Temanggung)
Nurul Khotimah
; Pinasti Pinasti
; Hafis Abdul Amar
; Miftakhul Huda
; Aurenza Shafa Shabilla
; Mila Dina Nur Khasanah
; Alimudin Zuhri
; Adina Rakhma Safitri
; Shendya Lukyana Yumna
; Shofiyyatul Hanani
; Syahdan Askabara
; Khusna Laili Amalia
; Siti Nihar Salsabilah
; Muzamil Muzamil
; Muhammad Saefullah
Jurnal Pengabdian Kepada Masyarakat
Vol 2
, No 1
(2025)
This research discusses the utilization of natural products as an alternative batik dye that is more environmentally friendly than synthetic dyes. The research was conducted at Purwo carito Batik House, Botoputih Village, Temanggung. Batik, as an Indonesian cultural heritage, not only has high aesthetic value, but also faces challenges due to the use of synthetic dyes that have the potential to damage health and the environment. Purwo carito batik house innovates by using natural dyes from vario...
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Exploring Challenges Faced by English Language Teachers: Voices from EFL Teachers in Indonesia
ETERNAL: English Teaching Journal
Vol 16
, No 1
(2025)
Playing a vital role in EFL education, teachers often encounter challenges when teaching students English. This study focuses on exploring challenges faced by EFL teachers in Indonesia. The study was conducted through qualitative research design with a case study approach. A total of 5 male and female EFL teachers in senior high schools in North Sulawesi participated in interview sessions during the data collection. A semi-structured interview was conducted to obtain comprehensive descriptions o...
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Penyuluhan Teknik Deep Cleaning Sepatu Secara Mandiri Untuk Pemeliharaan Kualitas dan Keawetan Sepatu Kepada Para Pemuda Karang Taruna Desa Mojowiryo Kecamatan Kemlagi Kabupaten Mojokerto
Sugeng Eko Yuli Waluyo
; Adelia Rochmawati
; Mukhammad Nizar Sidiq
; Achmad Misbachul Munir
; Salsaliya Eka Faizha
; Imro’atus Tsaniyah
; Fahri Wardana Wijaya
; Erlina Nuzulul Fitria
; Viona Safira Herlanda
; Vinetta Ashya Sodikin
; Mahardika Moksa Hakiki
; Layly Yuly Dwi Masithoh
; Andrian Kusuma Maulana
; Muhammad Wahyu Efendi
; Syaiful Hudib
; Elda Noveria
; Atha Karunia Gemilang
; Alfin Budiono
; Dhitha Arum Sufi Yana
; Rachma Yulia
; Devina Zaniyatul Firdaus
; Nanda Rahma Nur Aisyah
; Ayu Made Ray Diva Adinata
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 4
, No 1
(2025)
Community Service Lecture (KKN) is a program held by the campus to serve the community by students with the aim of helping the local community to solve problems in the village. The socialization activities were carried out in Mojowiryo village, Kemlagi sub-district. The activity aims to foster a sense of enthusiasm for cleaning small things, especially taking care of shoes. This socialization is also intended for young people to open business opportunities to reduce unemployment in the village w...
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Penggalian Potensi Wisata Desa Kemlagi dalam Pengembangan Destinasi Wisata Kampung Tematik
Eny Rachmawati
; Didit Panji Saputra
; Risma Millatul Ummah
; Bambang Wijanarko
; Putri Diah Ayu Lestari
; Ika Vitriasari
; Bravo Chandra Arista
; Mochamad Farizal
; Mukhamad Agung Maulana
; Kintan Puspita Wardani
; Debrina Putri Buana
; Nur Vina Yulfana
; Putri Virda Rahayu
; Faren Kesita Gelioni
; Ervinda Hardina Dwi Pratiwi
; Arvianti Pramudita Tjandra
; Ricky Damara Paulus
; Puput Anggraeni
; Sintia Roseta Dela
; Salwa Firdaus Syah
; Bentar Putra Setiyanto
; Adinda Putri Sari Rahayu
; Fathurachman Samba
; Elly Kurniawati
; Muhammad Yunus
; Vony Puspitasari
Sejahtera: Jurnal Inspirasi Mengabdi Untuk Negeri
Vol 4
, No 2
(2025)
Village potential greatly influences the community's economy. Management of superior village products from various sectors will influence and provide beneficial impacts for the village itself. Kemlagi Village, Mojokerto Regency has various products in the tourism sub-sector based on culture/local wisdom, agriculture and livestock whose quality is not inferior to other potential villages. To increase the potential of the village area, it is necessary to increase the village branding of any potent...
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1 Sitasi