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Harnessing Artificial Intelligence for Early Disease Detection: Opportunities and Challenges in Modern Healthcare
Journal of Computing Theories and Applications
Vol 3
, No 3
(2026)
Artificial Intelligence (AI) is increasingly recognized as a transformative enabler of early disease detection, with the potential to improve diagnostic accuracy, support predictive risk stratification, and advance preventive healthcare. Despite rapid methodological progress, many existing reviews remain performance-centric, offering limited insight into generalizability, ethical governance, and real-world implementation constraints. This paper presents a narrative and integrative review with an...
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Penutupan Kampung Kumuh di India pada Pelaksanaan KTT G20 Tahun 2023: Spektakel Kota, Pencitraan Negara, dan Eksklusi Sosial
Sosio Dialektika : Jurnal Ilmu Sosial Humaniora
Vol 10
, No 2
(2026)
Penyelenggaraan Konferensi Tingkat Tinggi (KTT) G20 Tahun 2023 di India menjadi momentum strategis bagi negara tersebut untuk menegaskan posisinya sebagai kekuatan global baru, khususnya sebagai representasi Global South. Namun, di balik upaya pencitraan internasional tersebut, muncul kebijakan kontroversial berupa penutupan dan penggusuran kampung kumuh di New Delhi. Penelitian ini bertujuan untuk menganalisis kebijakan tersebut sebagai bagian dari strategi pencitraan negara dan pengelolaan rua...
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USB Breakout-Controlled Modular CNC System for Affordable Smart Manufacturing Solutions
Artono, Budi
; (Google Scholar ID: Hef9Vq0AAAAJ, Politeknik Negeri Madiun)
; Winarno, Basuki
; State Polytechnic of Madiun
; Kusbandono, Hendrik
; State Polytechnic of Madiun
; Anata, Frian Adi
; Gupta, Shashi Kant
Telematika
Vol 19
, No 1
(2026)
The primary objective of this study is to design, develop, and experimentally validate a low-cost modular CNC system controlled via a USB Breakout Controller as an affordable machining solution for small-scale wood manufacturing. The research employed an experimental approach involving the fabrication of an 18 mm plywood test specimen under three feed-rate settings (40%, 50%, and 70%) to evaluate dimensional accuracy, machining time, and surface quality. The CNC prototype was constructed using s...
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A Clustering-Popularity-based Model for Cold-Start Recommendations using User Attributes and Item Ratings
Ifada, Noor
; University of Trunojoyo Madura
; Nikmat, Moh
; Universitas Trunojoyo Madura
; Suristiar, Weni Pratiwi
; Universitas Trunojoyo Madura
; Sophan, Mochammad Kautsar
; Universitas Trunojoyo Madura
Telematika
Vol 19
, No 1
(2026)
Recommendation systems face a major challenge known as the cold-start problem, which occurs when the system lacks sufficient user interaction data. Thus, there is no basis for a recommendation. Existing approaches, such as co-clustering methods and non-personalized popularity models, often struggle to effectively combine heterogeneous user and item data (categorical user attributes and numerical item ratings) or to capture latent group-level preferences. To bridge this gap, we propose a new clus...
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Performance Analysis of Ensemble Learning Models in Heart Failure Prediction: Random Forest, AdaBoost, and XGBoost
Beny, Beny
; Dinamika Bangsa University
; Yani, Herti
; Satya Wacana Christian University
; Yupu, Gangga Ramadhan Putra
; Dinamika Bangsa University
Telematika
Vol 19
, No 1
(2026)
Heart failure remains a major global health challenge, and early prediction is essential for improving patient outcomes. This study evaluates three ensemble learning methods, namely Random Forest, AdaBoost, and XGBoost, using the Heart Failure Prediction dataset containing 918 patient records from Kaggle. A quantitative experimental design was applied, including preprocessing with KNN imputation, model development, and evaluation using 10-Fold Cross Validation. Performance was assessed through a...
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The Influence of Product Quality on Customer Satisfaction in Conventional Clothing Markets: A Case Study of Economic Geography in Bedoro Village, Sambungmacan
Journal of Geography Science and Education
Vol 7
, No 2
(2026)
In the current era of globalization, development and competition in the business world are increasingly fierce. One business that has very tight competition is the convection business. A convection business is a business that produces clothing in large quantities, according to consumer demand. This research aims to find out how product quality influences the KDC Konveksi company. Product quality greatly influences customer satisfaction. The progress of a company is influenced by the presence of...
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Pelatihan Mengendalikan dan Mengontrol Emosi Bagi Terapis Profesional
Jurnal Pengabdian Kepada Masyarakat
Vol 3
, No 1
(2026)
The success of therapy and spa services is greatly influenced by the therapist's ability to manage and control their emotions while providing services. Emotions that are not managed properly can lead to a decline in service quality, client complaints, and psychological fatigue for therapists. This community service activity was carried out by lecturers from the Ibu Kartini Social Welfare Academy in Semarang at PGOT Mardi Utomo Semarang. The community service activity took the form of training in...
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Penguatan Profesionalisme Layanan Massage dan Refleksi Panggilan melalui Pelatihan Standarisasi Berbasis Etika dan Kenyamanan Konsumen
Jurnal Pengabdian Kepada Masyarakat
Vol 3
, No 1
(2026)
This Community Service activity aims to strengthen the professionalism of mobile massage and reflexology services through service standardization training based on ethics and consumer comfort. The activity was conducted at the PGOT Mardi Utomo Social Service Institution in Semarang as part of a social rehabilitation program to enhance the skills and work readiness of the beneficiaries. The implementation methods included lectures, interactive discussions, and practical demonstrations focusing on...
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Hilirisasi Hasil Penelitian Melalui Pemanfaatan Aplikasi Android dalam Pendampingan Gelar Karya Berbasis Pengetahuan Tekstil
Jurnal Pengabdian Kepada Masyarakat
Vol 3
, No 1
(2026)
The downstreaming of research outputs was implemented through the use of an Android-based application integrating textile knowledge as a mentoring medium for student exhibitions at SMK Yasemi. This community service program aimed to improve students’ understanding and practical skills in applying textile knowledge to the development of high-quality and sustainable fashion products. A learning-by-doing approach was adopted, encompassing practical simulations, hands-on mentoring, and performance e...
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Climate Change and Flooding: Bibliometric Analysis to Identify Future Research
Allayorov, Davronjon
; Rakhimov, Kudrat
; Umarov, Uchqun
; Atakulov, Dinislam
; Allayorova, Dilbar
; Shaymardonov, Samandar
Forum Geografi
Vol 40
, No 1
(2026)
Among the various hydroclimatic phenomena, floods occupy a special place due to their environmental and socio-economic impact. However, identifying the main focus of research related to climate change and floods requires the examination of a large number of publications. This article presents a bibliometric analysis of publications on climate change and floods from the Web of Science database during the period 2015 to 2024. The analysis indicates that climate change-induced flood research is a r...
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