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Optimization of Tracking Algorithm on Mouse Movement Monitoring Platform in Medical Testing
Ibrahim, Sutrisno
; Rohmani, Rahmat
; Hariyono, Joko
; Rahutomo, Faisal
; Wiyono, Nanang
; Yudhani, Ratih
Accurate monitoring of mouse behavior in the Elevated Plus Maze (EPM) is essential for anxiety-related biomedical research, yet manual observation is time-consuming, subjective, and prone to human error. This study proposes an optimized automated tracking framework that integrates YOLOv8 detection with tracking methods including an adaptive Kalman Filter and DeepSORT, and compares them with conventional trackers such as CSRT and GOTURN. System performance was evaluated using Intersection over Un...
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Hybrid XGBoost-LSTM Framework for Accurate SOC, SOH, DOD and Internal Resistance Estimation in Li-ion Cells
Accurate estimation of State of Charge (SOC), State of Health (SOH), Depth of Discharge (DOD), and internal resistance is critical for Battery Management Systems (BMS) in electric vehicles and energy storage. Conventional methods fail to capture the nonlinear and temporal dynamics of lithium-ion cells, while existing machine learning approaches lack systematic benchmarking for embedded deployment. This study evaluates three hybrid models XGBoost-LSTM, XGBoost-SVR, and Linear Regression-Random Fo...
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Mangrove Biodiversity for Coastal Resilience and Sustainability: A Dynamic Case Study from Indonesia
Martuti, Nana Kariada Tri
; Jabbar, Abdul
; Irsadi, Andin
; Sidiq, Wahid Akhsin Budi Nur
; Melati, Inaya Sari
; Eldin Khair, Amar Sharaf
; Mutiatari, Dhita Pracisca
Mangrove degradation and socio-economic vulnerability in the Kendal coast require an integrated approach. The study used ecological surveys (mangrove vegetation analysis, avifauna) and socio-economic (n=186 households). Integrated Coastal Management (ICM) analysis and model were developed using a dynamic approach, encompassing problem identification, conceptual model formulation, and validation preparation. 14 mangrove species (H' index = 1.58–1.80) and 61 bird species (H' = 3.50) were found. Co...
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Mural Tema Kearifan Lokal Di Sekolah Dasar Negeri Donoyudan Kalijambe Sragen: mural, program adiwiyata, media pembelajaran
Pembuatan mural Tema Kearifan lokal dilakukan di sekolah SD N Donoyudan Kalijambe Sragen adalah upaya penguatan program sekolah adiwiyata sekaligus sebagai media pembelajaran seni budaya dan prakarya. Pembuatan mural dilakukan karena (1) terdapat beberapa tempat yang kurang menarik sebagai pendukung program adiwiyata sekolah, (2) Memperkaya media pembelajaran seni budaya dan prakarya. Solusi yang dilakukan adalah menerapkan seni mural dengan menggambar tembok sekolah dengan tema kearifan local g...
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Immersive Interventions for Dementia: A Narrative Review of Virtual Reality's Role in Therapy, Well-Being, and Future Care Models
Journal of Computing Theories and Applications
Vol 3
, No 3
(2026)
Dementia is a progressive neurocognitive disorder often accompanied by behavioral and psychological symptoms such as agitation, anxiety, and depression. Pharmacological treatments provide only modest benefits while introducing significant risks, which highlights the need for safer, non-pharmacological alternatives. This literature review examines the role of virtual reality in dementia care, with a focus on its integration with therapies such as music, reminiscence, sensory stimulation, and cogn...
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Pengaruh Pembiasaan Doa Harian Terhadap Perkembangan Nilai Moral Dan Agama Pada Anak Usia 4-5 Tahun Di Tk Yamassa Surabaya
Early Childhood Research Journal
Vol 8
, No 2
(2025)
This study aims to determine the effect of daily prayer habituation on the development of religious and moral values in children aged 4–5 years at TK Yamassa Surabaya. The background of this research is the increasing use of digital technology, which has led to a decline in social interaction and children's understanding of religious and moral values. Preliminary observations indicated that some children had not yet developed the ability to recite daily prayers properly due to inappropriate beha...
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Menjaga Daya Ingat Lanjut Usia Di Wilayah Binaan Puskesmas Sekaran Deliksari Semarang
Jurnal Pengabdian Kepada Masyarakat Sisthana
Vol 7
, No 2
(2025)
Penurunan kognitif berkorelasi kuat dengan penurunan kualitas hidup secara keseluruhan, meningkatkan risiko isolasi sosial, depresi, dan ketergantungan sehingga perlu adanya Upaya pencegahan penurunan fungsi kognitif. Hasil wawancara dengan Kepala Puskesmas Sekaran menyampaikan bahwa dari 5 Kelurahan yang dibina oleh Puskesmas Sekaran, Kelurahan Sukorejo termasuk wilayah yang memiliki masalah kesehatan yang kompleks. Masalah kesehatan terkait lansia perlu mendapatkan perhatian yang tidak kalah p...
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Implementation of pancasila values on moral education and children's character in the COVID-19
Jurnal Global Citizen : Jurnal Ilmiah Kajian Pendidikan Kewarganegaraan
Vol 14
, No 2
(2025)
The purpose of writing this article is to find out and strengthen character and moral formation through the application of Pancasila values in children, where in this era of digital media development, the moral development of children whose daily lives are closely related to the digital world is greatly influenced. The method used in this research is qualitative, based on a literature study technique that collects a lot of information from previous research. The results of this study indicate th...
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The Influence of Financial Literacy, Financial Inclusion and Self-Control on Student Financial Management
International Journal of Management, Business and Social Sciences
Vol 4
, No 2
(2025)
Personal financial management must be carried out by every individual, including students. Students with increasing needs, lifestyles, and consumer attitudes need to make them smart in managing their finances. The purpose of this study was to determine whether financial literacy, financial inclusion and self-control have an effect on students' financial management. The sample collection method in this study used incidental sampling with a total of 70 respondents. The independent variables of thi...
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Pemberdayaan Tukang Bangunan Dan Pengrajin Batu Bata Menuju Desa Konstruksi Hijau Penggaron Kidul
Nana Patria, Agustinus Sungsang
; Tigo Mindiastiwi
; Puji Setya Sunarka
; Aristo Gilang Saputra
; Arjuna Muttho’an
; Riyan Adi Saputra
; Master Almoris Baene
; Ibnu Dwi Prasetiyo
Jurnal Suara Pengabdian 45
Vol 4
, No 4
(2025)
Bangunan gedung hijau merupakan salah satu pendekatan dalam sektor konstruksi yang menekankan efisiensi energi, konservasi sumber daya, dan pengurangan dampak lingkungan. Namun, pemahaman terhadap konsep bangunan hijau di kalangan masyarakat konstruksi masih relatif rendah. Program ini bertujuan untuk memberdayakan 25 tukang bangunan dan 25 pengrajin batu bata di Penggaron Kidul dari tiga aspek utama: aspek produksi, aspek manajemen, dan aspek pemasaran. Metode yang digunakan adalah deskriptif k...
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