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Menampilkan 1–10 dari 126 artikel
LDWFOX Optimization for Hyperparameter Tuning of Inception CNN in UAV-Based Vegetation Density Mapping
Pramunendar, Ricardus Anggi
; Alomoush, Ashraf
; Prabowo, Dwi Puji
; Megantara, Rama Aria
; Alzami, Farrikh
; Winarsih, Nurul Anisa Sri
; Pergiwati, Dewi
; Shidik, Guruh Fajar
Vegetation density classification from UAV imagery is a practical necessity in fire-prone landscapes, since fuel load on the ground directly informs risk management decisions. Convolutional neural networks handle this classification reasonably well, but good performance requires careful hyperparameter tuning, and manual trial and error produces results that are unstable and hard to reproduce. This study proposes LDW-FOX, a modified FOX metaheuristic using a Linearly Decreasing Weight mechanism t...
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Application of LSTM and MODIS Satellite Imagery for Forecasting Oceanographic Dynamics and Identifying Potential Fishing Zones in the Sunda Strait
Khalifa, Muta Ali
; Yudono, Muchtar Ali Setyo
; Prabowo, Nico Wantona
; Santoso, Prakas
; Rachmanto, Farhan
; Prasetia, Aditya Teguh
This study integrates AQUA-MODIS satellite imagery with the Long Short-Term Memory (LSTM) model to forecast oceanographic dynamics and identify Potential Fishing Zones (PFZ) in the Sunda Strait. The dataset spanning from January 2014 to December 2024 was used for model training, while forecasts for January–August 2025 were validated using in-situ observations from six sampling stations. The model predicted sea surface temperature (SST), chlorophyll-a concentration, and ocean current speed, with...
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Creative Marketing Strategy Assistance for Awung Gading Bamboo Products in an Effort to Support the Development of MSMEs in Wukirsari Village, Bantul, Special Region of Yogyakarta
Awuung Gading Bamboo Crafts is one of the traditional craft MSMEs in Wukirsari Village. This village has the potential for bamboo crafts that have economic value. However, sales turnover remains far below expectations. Subsequently, the community service team provided marketing strategy training. The activity involved in-depth observation and counselling on marketing strategies, particularly a digital approach. The results demonstrated increased knowledge and understanding of optimal marketing i...
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Flexible Work Arrangements and Employee Outcomes: Evidence from a Systematic Literature Review
Proceeding. of The International Conference on Business and Economics
Vol 4
, No 1
(2026)
Flexible work arrangements (FWAs) have gained increasing attention in contemporary organizations as a strategy to enhance employee-related outcomes in dynamic work environments. This study aims to synthesize empirical evidence on the relationship between flexible work arrangements and employee outcomes through a Systematic Literature Review (SLR) guided by the PRISMA framework. A structured literature search initially identified 200 records, of which 117 peer-reviewed journal articles were retai...
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Discourse Analysis of Students’ Writing: The Interplay Between Critical Thinking and Academic Vocabulary Use in Two Indonesian EFL Universities
ETERNAL: English Teaching Journal
Vol 17
, No 1
(2026)
This study examines how critical thinking and academic vocabulary (breadth and depth) influence the discourse features of undergraduate essays at Universitas PGRI Semarang and Universitas PGRI Madiun. Using a comparative qualitative design with quantitative indicators, the research analyzed student texts, vocabulary assessments, and interviews to evaluate coherence, cohesion, and argumentative clarity. Findings indicate that higher critical engagement correlates with more stable rhetorical seque...
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Digital Storytelling with Scratch as a Pedagogical Tool to Enhance Reading Comprehension
ETERNAL: English Teaching Journal
Vol 17
, No 1
(2026)
Reading comprehension is a foundational skill underpinning students’ success in language learning, critical thinking, and academic achievement. However, many EFL learners experience difficulties engaging with extended and complex texts when reading instruction lacks creative and multimodal elements. This classroom-based study explores undergraduate English Literature students’ perceptions of using Scratch-based digital storytelling in a reading course at the English Literature Department of the...
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Roblox as Media for Students’ Language Output in Daily Conversation
International Journal of Research in Education
Vol 6
, No 1
(2026)
This study investigates the use of Roblox as a medium to enhance students’ language output in daily conversation classes. The research was conducted at BBC Semarang with six students from the Dynamic Conversation class who had no prior experience using Roblox. Employing a mixed-methods design, the study combined quantitative assessment of speaking performance—covering content, pronunciation, vocabulary, and grammar—with qualitative insights from classroom observations, questionnaires, and interv...
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Prediksi Aritmia pada Lansia mengunakan Linear Regression berdasarkan Data Ekg
Dinamik
Vol 31
, No 1
(2026)
This study aims to develop a predictive model using linear regression to identify potential arrhythmias in the elderly based on electrocardiogram (ECG) data. Data were collected through observations at healthcare facilities from elderly patients with indications of arrhythmia, then preprocessed such as cleaning, normalization, feature selection, and outlier checking were carried out. The features used include PR interval, QRS duration, QT interval, and heart rate. The dataset was divided into tr...
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Tinjauan Sistematis Teknologi Radar Mimo dan Kecerdasan Buatan untuk Deteksi Nyeri Non-Invasif Lintas Populasi
Dinamik
Vol 31
, No 1
(2026)
Deteksi nyeri secara objektif merupakan tantangan penting dalam dunia medis, terutama bagi pasien yang tidak mampu menyampaikan rasa sakitnya secara verbal, seperti bayi, lansia, atau penderita gangguan komunikasi. Teknologi non- invasif berbasis sensor menjadi solusi potensial untuk mengatasi keterbatasan metode subjektif. Penelitian ini bertujuan meninjau secara sistematis literatur terkini mengenai penerapan Radar MIMO dan algoritma kecerdasan buatan dalam deteksi nyeri non-invasif.
Metode ya...
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FROM JOB TITLES TO SKILL PROFILES: EFFECTS OF SKILLS BASED HIRING ON ORGANIZATIONAL AGILITY AND DIVERSITY
Prabowo, Catur
; Harminingtyas, Rudika
; Pelupessy, Ig. Henri
; Widowati, Maduretno
; Fahlefi, Diva Riza
Fokus Ekonomi : Jurnal Ilmiah Ekonomi
Vol 20
, No 2
(2025)
To examine the causal relationship between Skills Based Hiring (SBH), Organizational Agility (OA), and Workforce Diversity (WD). The study population included all 168 managerial and non-managerial employees, using a census sampling technique. Data were collected through questionnaires, then analyzed using quantitative methods through Partial Least Square (PLS). SBH has a positive and significant effect on OA, which means that skills-based recruitment improves the organization's ability to respon...
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