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Menampilkan 1–10 dari 143 artikel
An Adaptive Computational Model for Detecting Concept Drift in Long Term Data Streams Using Incremental Learning Approaches
Indonesian Journal of Infomatics
Vol 1
, No 1
(2026)
Concept drift, the phenomenon where the statistical properties of data streams change over time, poses a significant challenge in machine learning, particularly for long term data streams. Traditional machine learning models, including batch learning and non-adaptive approaches, struggle to detect and adapt to these changes, leading to degraded performance and inaccurate predictions. This study proposes an adaptive computational model designed to detect and respond to concept drift using increme...
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A Framework for Scalable Big Data Analytics and Workflow Orchestration in Heterogeneous Cloud Native Software Platforms for Smart Cities
Big Data Analytics and Data Science
Vol 1
, No 1
(2026)
Smart cities are increasingly leveraging advanced technologies such as the Internet of Things (IoT), Artificial Intelligence (AI), and Big Data Analytics to optimize urban management and improve the quality of life for citizens. However, managing vast and diverse datasets from numerous sources in real-time presents several challenges. This research proposes a modular framework that integrates distributed data processing engines with container-based workflow orchestration to address scalability,...
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Implementasi Sistem Informasi Eksekutif untuk Evaluasi Kinerja Penjualan Tiket Kapal Menggunakan Metode Visualisasi Data dan Drill-Down (Studi Kasus: Seapass)
Mars: Jurnal Teknik Mesin, Industri, Elektro Dan Ilmu Komputer
Vol 3
, No 6
(2026)
The rapid development of the sea transportation industry produces a massive and complex volume of transaction data, requiring strategic management to support managerial decision-making. This research aims to implement the Executive Information System on SeaPass in order to evaluate the performance of ship ticket sales. The research method uses data visualization with a two-level drill-down mechanism, which allows the presentation of information hierarchically from general summaries to specific d...
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Rancang Bangun Antena Mikrostrip Patch Triangular Pada Frekuensi 1800 Mhz Sebagai Penguat Jaringan Internet Di Kebun Raya Balikpapan
Jurnal Elektronika dan Komputer
Vol 18
, No 2
(2026)
Penelitian ini bertujuan untuk merancang dan merealisasikan antena mikrostrip patch berbentuk segitiga (triangular) yang bekerja pada frekuensi 1800 MHz, sebagai penguat jaringan internet di kawasan Kebun Raya Balikpapan. Lokasi tersebut diketahui memiliki kualitas sinyal yang kurang baik untuk beberapa provider. Antena yang dirancang menggunakan dua konfigurasi, yaitu MIMO 8x8 dengan teknik pencatuan langsung dan array 8x1, yang kemudian disimulasikan menggunakan CST Studio Suite 2019 dan diuji...
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Analisa Pengujian Kekerasan pada Cakram Rem Motor Yamaha Sport
Mars: Jurnal Teknik Mesin, Industri, Elektro Dan Ilmu Komputer
Vol 3
, No 6
(2025)
Brake discs are one of the motorcycle spare parts that function to connect and reduce speed when the motorbike is moving, although very simple, this spare part is part of the braking system and has a very important role, without braking it will endanger the driver and other road users. To determine the hardness of the motorcycle brake disc on two original brake discs and variation brake discs on the Yamaha Vision sport motorbike by conducting Rockwell hardness tests on the original and variation...
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Implementasi Sistem Informasi Eksekutif untuk Evaluasi Kinerja Penjualan Tiket Kapal Menggunakan Metode Visualisasi Data dan Drill-Down (Studi Kasus: Seapass)
Mars: Jurnal Teknik Mesin, Industri, Elektro Dan Ilmu Komputer
Vol 3
, No 6
(2025)
The rapid development of the sea transportation industry produces a massive and complex volume of transaction data, requiring strategic management to support managerial decision-making. This research aims to implement the Executive Information System on SeaPass in order to evaluate the performance of ship ticket sales. The research method uses data visualization with a two-level drill-down mechanism, which allows the presentation of information hierarchically from general summaries to specific d...
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DOI
Machine Learning-Based Spatiotemporal Modeling for Detecting Disease Hotspots in Primary Care Data
Journal of Information Technology and Computer Science
Vol 1
, No 4
(2025)
Diseases in primary health services exhibit complex spatial-temporal dynamics due to urbanization and population mobility. Conventional surveillance approaches are difficult to capture these patterns adaptively. Machine learning (ML) based on spatio-temporal modeling offers a solution with the ability to detect disease clusters automatically and with high precision. Research Objectives: This research aims to develop a machine learning model to detect disease hotspots from primary service data in...
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Edukasi Nasionalisme dalam Peringatan Hari Pahlawan : Pendampingan Kegiatan Kebangsaan di Desa Lebani Suko Kedamean Gresik
Nanang Abdillah
; Ria Resti Fauziah
; Ary Rachman
; Naungi Atkin Insan Agamis
; Moch Yogie Firmansah
; Nurul Hafidho
; Nina Nathania
; Anin Naimatus Naini
; Nina Nathania
; Siti Mustikawati
; Qomairoh Qomairoh
Kolaborasi : Jurnal Hasil Kegiatan Kolaborasi Pengabdian Masyarakat
Vol 3
, No 4
(2025)
This research examines the mentoring of nationalistic activities by students from the Al-Azhar Menganti Gresik Institute and field supervisors at MI Darunnajah Lebani Suko, Wringinanom District, Gresik Regency, in commemoration of Heroes' Day. Thru a descriptive qualitative approach, this program involves four main activities: the red and white parade, patriotic love songs, little warrior strokes (coloring and writing hero stories), and a colossal drama of patriotic fervor. These activities are...
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Peningkatan Pengetahuan Dan Penerapan Komunikasi Verbal Dan Non Verbal Pada Kelompok Remaja Usia 12-15 Tahun
Jurnal Pengabdian Kepada Masyarakat Sisthana
Vol 7
, No 2
(2025)
Latar Belakang: Remaja merupakan masa peralihan dari anak-anak ke masa menuju dewasa dan selama perubahan tersebut akan ada terjadi perubahan baik secara hormonal, fisik, perilaku serta hubungan sosial. Kekerasan verbal dapat terjadi dimana saja, baik di lingkungan kerja, lingkungan rumah, sesama teman, maupun kedua orangtua terhadap anaknya. Kekerasan verbal tentu bukanlah hal yang dapat dinormalisasi dalam kehidupan. Kekerasan verbal merupakan kekerasan yang dilakukan dengan kata-kata kasar, h...
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Perancangan Konten Sosial Media Untuk Meningkatkan Brand awareness Kamala Kopi
JURNAL ILMIAH KOMPUTER GRAFIS
Vol 18
, No 2
(2025)
The coffee industry in Indonesia is growing rapidly and encouraging coffee shops, including MSMEs, to strengthen their branding strategies through digital media. This study aims to design and evaluate Instagram social media content to increase brand awareness of Kamala Kopi, a local coffee shop in Gunungpati, Semarang. The method used is the Multimedia Development Life Cycle (MDLC) with stages of concept, design, material collection, assembly, testing, and distribution. The content produced cons...
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