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Penerapan algoritma K-Nearest Neighbors (KNN) untuk klasifikasi citra medis
Ujianto, Nur Tulus
; Gunawan
; Fadillah, Haris
; Fanti, Azizah Permata
; Saputra, Aryan Dandi
; Ramadhan, Ilham Gema
IT-Explore: Jurnal Penerapan Teknologi Informasi dan Komunikasi
Vol 4
, No 1
(2025)
This study aims to optimize the implementation of the K-Nearest Neighbors (K-NN) algorithm for medical image classification by focusing on selecting the optimal KKK parameter and applying dimensionality reduction techniques to improve accuracy and efficiency. The data used was sourced from public medical image repositories such as The Cancer Imaging Archive (TCIA) and Medical Image Analysis datasets, covering various diseases, including brain tumors, lung cancer, and kidney lesions. The research...
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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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Building Sustainable Agribusiness Partnership Through Farmer Group Administration
The Community
Vol 2
, No 1
(2025)
Agribusiness partnerships are mutually beneficial collaborations between farmer groups and other parties aimed at improving shared prosperity. Building sustainable partnerships requires the availability of comprehensive data and administration. Community service activities are carried out using an extension method to provide information to farmer groups about the data and administrative records that need to be prepared. The implementation of community service activities is expected to enhance th...
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The Relationship Between Housing Density and Family Resilience In Urban Densely Populated Areas In Kampung Rawa Urban Village, Central Jakarta Administrative City
Journal of Geography Science and Education
Vol 6
, No 2
(2025)
Families who live in densely populated settlements or in areas that are vulnerable to various problems, including economic, educational, health and other social problems, are unable to carry out their roles and functions properly. People in Kampung Rawa often depend on government assistance to fulfill their basic needs to maintain their economic resilience, which is also related to their social and psychological resilience. This tends to create dependency that inhibits individual and family init...
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Identification and Classification of Anthropogenic Landform in Parangtritis Hills Landscape
Journal of Geography Science and Education
Vol 6
, No 2
(2025)
Human activities alter the Earth's morphology into anthropogenic landforms, both in urban and rural areas, including Desa Parangtritis. These interventions create new characteristics in the landscape, such as pseudourban formations on plains and morphological changes in hills, posing environmental risks if not managed properly. This study uses a comparative descriptive spatial analysis method, comparing variations between anthropogenic and natural landforms. Digital Elevation Model (DEM) data an...
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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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Peran Artificial Intelligent (AI) dalam Mempertahankan Keunggulan Kompetitif Bisnis di Era Digital : Sebuah Kajian Literatur
Profit: Jurnal Manajemen, Bisnis dan Akuntansi
Vol 4
, No 1
(2025)
The rapid development of digital technology has brought significant changes in the business world, requiring companies to innovate and improve operational efficiency in order to maintain competitive advantage. One technology that plays a central role in this transformation is Artificial Intelligence (AI). This article aims to examine the role of AI in business through a comprehensive literature review, exploring the benefits, challenges, and strategies for implementing AI in facing competition i...
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A Critical Eco-perspective in English Textbook for Indonesian 12th Graders: A Case on Nationally Issued Textbook
ETERNAL: English Teaching Journal
Vol 16
, No 1
(2025)
Ecological values in textbooks are essential because they help instill environmental awareness and responsibility in students from an early age to support sustainable development. The study addresses how ecological values are portrayed in Indonesian 12th-grade English textbooks. Using a qualitative content analysis framework, this study examines the transitivity system found in the textbook. The analysis emphasizes environmental conservation, sustainable practices, and encouraging cognitive enga...
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Evaluating Students' Experiential Learning in International Course Program
Dinamika, Soraya Grabiella
; Rahayu, Yoni
; Nasution, Muhammad Muslim
; Siregar , Elitaria Bestri Agustina
ETERNAL: English Teaching Journal
Vol 16
, No 1
(2025)
The University of Medan Area has a vision to become a university that can be recognized at the ASEAN Level, for this reason, from now on, the university has begun to prepare the students to have qualified English skills, one of which is by organizing an International Course Program, which is applied to some courses. This program was first implemented in the even semester of the 2023/2024 academic year and received high enthusiasm from the lecturers and participants. This research adopts a descri...
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Analisis Penerapan Software Accurate System Pada Siklus Pembelian Perusahaan Manufaktur
DHARMA EKONOMI
Vol 31
, No 2
(2025)
This research aims to analyze the implementation of Accurate System software in supporting the efficiency and effectiveness of the purchasing cycle in manufacturing companies. The purchasing cycle is one of the critical processes that affects the smoothness of operations and cost management of the company. In this study, an analysis was conducted on the implementation of the Accurate System software. The research methods used included data collection through interviews, observations, and documen...
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