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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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Bottleneck Analysis and Improvement in Apparel Manufacturing Production Processes Using Integration Design of Experiments and Discrete Event Simulation
Bottlenecks in apparel manufacturing often cause unbalanced production flows, increased waiting times, and reduced system performance. This study aims to analyze and eliminate bottlenecks by integrating Design of Experiments (DOE) and Discrete Event Simulation (DES). Four workstations (X1–X4) were selected as experimental factors, while system performance was evaluated using bottleneck indicators across six production stages (Y1–Y6). DOE was used to design capacity scenarios, and DES assessed sy...
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Design of a Web-Based CRM Information System for Customer Management and Transaction History at Sumber Rejeki Store, Gubug District, Grobogan Regency
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 17
, No 1
(2026)
The development of information and communication technology encourages Micro, Small, and Medium Enterprises (MSMEs) to manage data more effectively, efficiently, and integratively to create consumer loyalty. Efforts can be made using a web-based Customer Relationship Management (CRM) Information system to manage customer data and transaction history in an integrated, effective, and efficient manner. The many complaints from several stores in Grobogan Regency, especially Toko Sumber Rezeki, regar...
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MORPHOLOGICAL CHARACTERIZATION OF BRAIN TUMOR TISSUE IN MRI IMAGES USING CNN AND TRANSFER LEARNING
Hilmi, Dafa Fadhilah
; Wibawa, Aji Prasetya
; Agustavada, Ardha Ardhana Putra
; Sholum, Abdullah
; Dwiyanto, Felix Andika
This study evaluates the role of computational pattern recognition as an observational method for analyzing morphological characteristics of brain tumor tissue in MRI data. A total of 6,056 labeled MRI images, including glioma, meningioma, and pituitary tumor cases, were examined. The images were standardized to maintain uniform structural representation and processed using three convolutional-based architectures: a baseline CNN, MobileNetV2, and EfficientNet-B0. Model performance was assessed u...
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Optimalisasi Program Simpan Pinjam pada Badan Usaha Milik Desa (BUMDes) untuk Mewujudkan Kemandirian Ekonomi Masyarakat Desa Kalimanah Kulon
DHARMA EKONOMI
(2026)
The presence of BUMDes is an important factor in improving the economy and community independence, such as through the village savings and loan program. However, the lack of socialization and inaccurate targeting of program recipients are problems that have implications for BUMDes capital turnover. This study aims to explain the optimization of the savings and loan program in BUMDes in realizing the economic independence of the community of Kalimanah Kulon Village, Kalimanah District, Purbalingg...
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Komodifikasi Pekerja Media dalam Industri Rumah Produksi: Studi pada Skyrock Entertainment Jakarta
Jurnal Audience: Jurnal Ilmu Komunikasi
Vol 9
, No 1
(2026)
Penelitian ini mengkaji praktik komodifikasi pekerja media dalam industri rumah produksi dengan studi pada Skyrock Entertainment di Jakarta. Penelitian ini berangkat dari pertanyaan mengenai bagaimana praktik komodifikasi pekerja media terjadi dalam proses produksi konten hiburan serta bagaimana kondisi tersebut memengaruhi pengalaman kerja pekerja media di lingkungan rumah produksi. Penelitian menggunakan pendekatan kualitatif dengan desain studi kasus melalui wawancara mendalam dengan informan...
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The Utilization of Artificial Intelligence in the Educational Communication Process at Bandung 2 Senior High School
Solihin, Olih
; Yasundari, Yasundari
; Mogot, Yuni
; Syawalani , Dessy Angelia
; Hardiansyah, Mohammad
Jurnal Audience: Jurnal Ilmu Komunikasi
Vol 9
, No 1
(2026)
The rapid development of artificial intelligence (AI) has significantly influenced educational practices, particularly in shaping communication processes between teachers and students. This study aims to examine the utilization of AI in learning activities and its impact on educational communication at SMA Negeri 2 Bandung. Specifically, it focuses on how AI affects teacher–student interaction, communication patterns, and the pedagogical role of AI in the classroom. This study employed a converg...
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THE ROLE OF ESG AND DIGITAL TRANSFORMATION IN MARKET REACTIONS EVIDENCE FROM EARNINGS MANAGEMENT AND ERC
Jurnal Akuntansi, Keuangan dan Auditing
Vol 7
, No 1
(2026)
ABSTRACT
This study aims to analyze the effect of Earnings Management, Environmental, Social, and Governance (ESG), and Digital Transformation on the Earnings Response Coefficient (ERC) in telecommunications companies listed on the Indonesia Stock Exchange for the period 2020–2024. Using a quantitative method with Partial Least Squares (PLS) analysis, this study consists of 51 companies selected purposively. The results show that Earnings Management has a significant negative effect on ERC, whi...
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Komunikasi CSR sebagai Upaya Membangun Kepedulian Lingkungan: Studi pada Perusahaan PT. Minyak dan Gas Bumi (Perseroda) BUMD Bekasi
Jurnal Audience: Jurnal Ilmu Komunikasi
Vol 9
, No 1
(2026)
Penelitian ini dilatarbelakangi oleh masih rendahnya kepedulian masyarakat terhadap lingkungan di wilayah operasional perusahaan, meskipun program Corporate Social Responsibility (CSR) telah dijalankan. Oleh karena itu, penelitian ini bertujuan untuk menganalisis strategi komunikasi CSR yang dilakukan oleh Humas PT. Minyak dan Gas Bumi (Perseroda) BUMD Bekasi dalam membangun kepedulian lingkungan masyarakat di Kelurahan Jatiraden. Penelitian ini menggunakan pendekatan kualitatif dengan metode de...
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Personal Branding Akun TikTok Dosen Milenial @hendi.motivasi
Jurnal Audience: Jurnal Ilmu Komunikasi
Vol 9
, No 1
(2026)
Seiring kemajuan teknologi yang semakin pesat, berbagai kemudahan hadir dalam kehidupan manusia, terutama dalam hal komunikasi. Fenomena ini mendorong para konten kreator untuk berlomba-lomba mengekspresikan ide-ide kreatif mereka dalam pembuatan konten, sehingga dapat memperkuat personal branding mereka. Penelitian ini bertujuan untuk memberikan deskripsi mendalam mengenai analisis personal branding dosen milenial @hendi.motivasi di platform media sosial TikTok. Metode yang digunakan dalam pene...
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