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Menampilkan 1–10 dari 1227 artikel
Attention-Augmented GRU for Stock Forecasting: A Trade-Off Between Directional Accuracy and Price Prediction Error
R. Daniel Hartanto
; Guruh Fajar Shidik
; Farrikh Alzami
; Ahmad Zainul Fanani
; Aris Marjuni
; Abdul Syukur
Journal of Computing Theories and Applications
Vol 3
, No 4
(2026)
Attention mechanisms have been widely incorporated into recurrent neural network architectures for financial time series forecasting, with most prior work reporting improvements in price-level error metrics. This study revisits that claim through a controlled empirical comparison of four deep learning architectures on nearly two decades of Telkom Indonesia (TLKM) closing price data from the Indonesia Stock Exchange (IDX). The models evaluated are a three-layer Gated Recurrent Unit (GRU) baseline...
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Behavioral Malware Detection via API Call Sequences: A Comparative Study of LSTM and Transformer Architectures Using NLP-Inspired Representations
Journal of Computing Theories and Applications
Vol 3
, No 4
(2026)
The increasing sophistication of malware has rendered traditional signature-based detection methods insufficient, necessitating behavior-driven and adaptive analytical frameworks. This study presents a sequential deep learning framework that models system-level API call sequences as structured linguistic representations for behavioral malware detection. Unlike conventional comparative studies, this work systematically evaluates recurrent and attention-based architectures under controlled experim...
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Pelaksanaan GEMA (Gerakan Bersama Hapus Jentik & Edukasi 3M) dengan Pemberian Abate di Desa Sambung
Nyethrea Baby
; Yesita Ragil Kusuma Ningrum
; Dela Tri Mulyani
; Anandika Cahaya Putra Juliawan
; Silvia Sindi Mareta
; Revi Oktaviana
; Faradilla Putri Aulia
; Intan Lestari Widayanti
; Alfiyatunnadziroh
; Arkhanza Naufal Rosanto
Jurnal Suara Pengabdian 45
Vol 5
, No 1
(2026)
Lingkungan rumah yang memiliki tempat penampungan air tanpa pengelolaan yang baik berpotensi menjadi lokasi perkembangbiakan nyamuk vektor Demam Berdarah Dengue (DBD). Salah satu upaya pencegahan yang dapat dilakukan adalah pemberantasan sarang nyamuk (PSN) melalui penerapan perilaku 3M serta penggunaan larvasida abate pada wadah air yang sulit untuk dikuras. Kegiatan ini bertujuan untuk menggambarkan pelaksanaan Program GEMA (Gerakan Bersama Hapus Jentik) yang mengintegrasikan edukasi 3M dan pe...
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Beyond the Story: Evaluating Narrative Model Texts with SFL Transitivity and GBA for Teaching Writing in Secondary Education
ETERNAL: English Teaching Journal
Vol 17
, No 1
(2026)
This study evaluates the adequacy of the narrative model text “Sangkuriang” from a ninth-grade English textbook in supporting writing skill development under Indonesia’s Emancipated Curriculum. Narrative texts play a significant role in fostering students’ creativity, coherence, and communicative competence. Employing the Genre-Based Approach (GBA) and the Systemic Functional Linguistics (SFL) Transitivity framework, this qualitative study analyzes the text’s generic structure and linguistic fea...
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Unpacking Gentrification Attributes in Diverse Geographies: A Systematic Literature Review from Indonesia
Forum Geografi
Vol 40
, No 1
(2026)
Gentrification is identified as a transformative process, which involves major social and spatial transformations that take place either rapidly or gradually in various geographical contexts. Whereas many studies have elaborated on gentrification on a global basis, only a few have systematically analyzed its attributes with regard to specific geographic contexts. Consequently, this study aims to analyze the attributes of gentrification within urban, rural and transitional areas in Indonesia thro...
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NUTRITIONAL CONTENT OF CASSAVA OUTBOW IN FERMENTATION USING EM-4 AND MA-11 BIOACTIVATORS
Agrisaintifika : Jurnal Ilmu - Ilmu Pertanian
Vol 10
, No 1
(2026)
This study aimed to determine the effect of the use of EM-4 and MA-11 bioactivators on the nutritional content of fermented cassava cobs. The experiment was conducted in December 2025 at the FP Laboratory of Bantara University, using an experimental approach with a completely randomized design (CRD) featuring a one-way arrangement, which included three treatments and eight replications. The treatments applied were P0: cassava cobs combined with 5 cc molasses; P1: cassava cobs mixed with 5 cc mol...
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Dukungan Orang Tua Berbasis Lingkungan Bermain di Rumah dan Kesiapan Anak Masuk Sekolah Dasar
Adriani Rahma Pudyaningtyas
; Pudyaningtyas, Adriani Rahma
; Rahmawati, Anayanti
; Dewi, Nurul Kusuma
; Sholeha, Vera
; Palupi, Warananingtyas
; Sutapa, Panggung
Paudia
Vol 15
, No 1
(2026)
Studi ini dilakukan untuk menganalisis hubungan antara dukungan orang tua berbasis lingkungan bermain di rumah dengan kesiapan anak memasuki sekolah dasar (SD). Latar belakang penelitian ini berangkat dari pentingnya masa transisi anak dari pendidikan anak usia dini ke pendidikan dasar yang menuntut kesiapan sosial-emosional, kognitif, dan regulasi diri yang baik. Metode penelitian yang digunakan adalah kuantitatif dengan pendekatan deskriptif korelasional. Subjek penelitian berjumlah 102 orang...
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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 Latihan Imagery dan Shootlock Terhadap Akurasi Tendangan Sepak Bola di SSB Persisac U-14
Jendela Olahraga
Vol 11
, No 01
(2026)
Penelitian ini bertujuan untuk menganalisis pengaruh penerapan latihan imagery dan penggunaan alat bantu shootlock terhadap peningkatan akurasi tendangan pada pemain sepak bola. Permasalahan dalam penelitian ini adalah rendahnya akurasi tendangan yang menyebabkan banyak peluang emas terbuang, serta kejenuhan pemain terhadap metode latihan yang monoton. Penelitian menggunakan pendekatan kuantitatif dengan desain pretest dan posttest. Subjek penelitian berjumlah 22 pemain yang seluruhnya diberikan...
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PELATIHAN MICROSOFT EXCEL 2016 DI MIS AL-ISLAMIYAH BATU PUTIH DESA ALILA TIMUR, KABUPATEN ALOR-NTT
Klakik, Karel L.
; Samiun, Isnainin
; Maata, Kornelis
; Kupeilang, Menase
; Rais, Inang Aulia
; Molina, Jon Idrison
; Selly, Julminggu J.
Inovasi Teknologi Informasi Dan Komputer Untuk Masyarakat
Vol 6
, No 1
(2026)
Digital literacy development at the primary education level is essential in response to rapid advances in information technology. One fundamental skill required is data processing using Microsoft Excel 2016. This community service activity aimed to improve the knowledge and skills of students at MIS Al-Islamiyah Batu Putih, Alila Timur Village, Alor Regency–NTT, in using Microsoft Excel 2016. The training employed lecture sessions, demonstrations, hands-on practice, discussions, and evaluations...
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