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Jurnal Institusi
KLASIFIKASI SENTIMEN MENGGUNAKAN BIDIRECTIONAL LSTM DAN INDOBERT DENGAN DATASET TERBATAS
ZONAsi: Jurnal Sistem Informasi; Vol. 7 No. 1 (2025): Publikasi artikel ZONAsi: Jurnal Sistem Informasi Periode Januari 2025; 74 - 84
Untuk mendapatkan informasi melalui media sosial mengenai popularitas termasuk juga sentimen masyarakat terhadap para tokoh politik, masalah waktu menjadi krusial. Oleh karena itu, menganalisis hal tersebut menggunakan komputer menjadi pilihan. Namun...
Jurnal Institusi
Kombinasi Sinkronisasi Jaringan Syaraf Tiruan dan Vigenere Cipher untuk Optimasi Keamanan Informasi
Digital Zone: Jurnal Teknologi Informasi dan Komunikasi; Vol. 11 No. 1 (2020): Digital Zone: Jurnal Teknologi Informasi dan Komunikasi; 81-95
Kriptografi pengubahan pesan asli menjadi disamarkan berguna menjaga kerahasiaan, integritas, keaslian, autentikasi pesan ketika proses komunikasi. Kriptografi klasik dengan subtitusi polialfabetik Vigenere memiliki tabel alphabet 26 baris yang relat...
Jurnal Institusi
PENGARUH RELIGIUSITAS KE-ISLAMAN TERHADAP PERTUMBUHAN EKONOMI DAERAH: BUKTI DATA PANEL KABUPATEN KOTA DI ACEH
Jurnal Ilmiah Ekonomi Dan Bisnis; Vol. 18 No. 1 (2021); 19-28
Penelitian ini menginvestigasi hubungan fungsional antara pertumbuhan ekonomi daerah dengan religiusitas ke-islaman. Pengukuran religiusitas keislaman diproxi dengan tiga dimensi yakni masjid, pesantren dan santri. Data yang dioperasionalkan adalah d...
Jurnal Institusi
IMPLEMENTASI BI-DIRECTIONAL LONG SHORT TERM MEMORY TERHADAP KLASIFIKASI SENTIMEN DI TWITTER PADA DATASET TERBATAS
ZONAsi: Jurnal Sistem Informasi; Vol. 7 No. 1 (2025): Publikasi artikel ZONAsi: Jurnal Sistem Informasi Periode Januari 2025; 11 - 25
Perkembangan teknologi informasi telah mengubah cara Masyarakat mengekspresikan pendapat, terutama melalui media sosial seperti Twitter. Di bidang politik, media sosial kerap dijadikan parameter untuk mengukur popularitas tokoh politik sampai kepada ...
Jurnal Institusi
PENINGKATAN KINERJA SUPPORT VECTOR MACHINE MENGGUNAKAN MODEL BAHASA BERT UNTUK KLASIFIKASI SENTIMEN DENGAN DATASET TERBATAS
ZONAsi: Jurnal Sistem Informasi; Vol. 7 No. 2 (2025): Publikasi artikel ZONAsi: Jurnal Sistem Informasi Periode Mei 2025; 422 - 432
Media sosial kini menjadi ruang penting bagi masyarakat untuk mengekspresikan opini secara terbuka terhadap berbagai isu terkini, salah satunya melalui platform X yang populer di kalangan pengguna internet. Platform ini sering digunakan sebagai sum...
Jurnal Institusi
Evaluating Contextual Embedding Models for Multi-Label PICO Classification in Heart Disease: Addressing the Intervention - Comparison Bottleneck
Digital Zone: Jurnal Teknologi Informasi dan Komunikasi; Vol. 16 No. 2 (2025): Digital Zone: Jurnal Teknologi Informasi dan Komunikasi ; 84-95
Accurate extraction of Population, Intervention, Comparison, and Outcome (PICO) elements from clinical texts is essential for supporting evidence-based medicine, particularly in cardiology where clinical data complexity presents significant challenge...
Jurnal Institusi
ERP System Integration Architecture with Artificial Intelligence Models for Supply Chain Management and Inventory Control Optimization
JAISEN: Journal of Advanced Information Systems and Engineering; Vol. 1 No. 2 (2026): JAISEN: Journal of Advanced Information Systems and Engineering ; 60-71
The increasing complexity of supply chain management (SCM) and the volatility of customer demand pose major challenges to traditional inventory control mechanisms embedded in Enterprise Resource Planning (ERP) systems, which are largely deterministic...
PubMed
Searching for bidirectional promoters in Arabidopsis thaliana
BMC Bioinformatics
BACKGROUND: A "bidirectional gene pair" is defined as two adjacent genes which are located on opposite strands of DNA with transcription start sites (TSSs) not more than 1000 base pairs apart and the intergenic region between two TSSs is co...
PubMed
Quantitative assessment of fixation strength in combined thread lifting: Comparative analysis of bidirectional-multidirectional versus double bidirectional thread combinations
JPRAS Open
BACKGROUND: The efficacy of thread lifting procedures for facial rejuvenation is significantly influenced by thread fixation strength and tissue stabilization capabilities. This study presents a quantitative biomechanical comparison between bidirecti...
PubMed
Isolation and Functional Characterization of Bidirectional Promoters in Rice
Front Plant Sci
Bidirectional promoters, which show great application potential in genetic improvement of plants, have aroused great research interest recently. However, most bidirectional promoters were cloned individually in the studies of single genes. Here, we i...
PubMed
Identification and functional characterization of bidirectional gene pairs and their intergenic regions in cotton
BMC Plant Biol
BACKGROUND: In research to improve the quality of transgenic crops, it is often necessary to introduce multiple functionally related genes into recipient plants simultaneously to improve crop genetic traits effectively. Compared with unidirectional p...
PubMed
Characterization of bidirectional gene pairs in The Cancer Genome Atlas (TCGA) dataset
PeerJ
The “bidirectional gene pair” indicates a particular head-to-head gene organization in which transcription start sites of two genes are located on opposite strands of genomic DNA within a region of one kb. Despite bidirectional gene pairs are wel...
PubMed
Laser pulse bidirectional reflectance from CALIPSO mission
Atmos Meas Tech
This paper presents an innovative retrieval method that translate the CALIOP land surface laser pulse returns into the surface bidirectional reflectance. To better analyze the surface returns, the CALIOP receiver impulse response and the downlinked s...
PubMed
Adverse events associated with bidirectional endoscopy with midazolam and pethidine
J Clin Biochem Nutr
Same-day bidirectional endoscopy has been reported to reduce recovery time, and procedure-related cost. The safety of bidirectional endoscopy vs colonoscopy only, while using midazolam and pethidine, has never been evaluated. We reviewed 1,202 consec...
PubMed
The preservation of bidirectional promoter architecture in eukaryotes: what is the driving force?
BMC Syst Biol
BACKGROUND: The bidirectional gene architecture has been studied in many organisms, and the conservation of bidirectional arrangement has received considerable attention. However, the explanation for the evolutionary conservation about this genomic s...
PubMed
Bidirectional promoters of insects: genome-wide comparison, evolutionary implication and influence on gene expression
J Mol Biol
Bidirectional promoters are widespread in insect genomes. By analyzing 23 insect species, we show that the frequency of bidirectional gene pairs varies according to genome compactness and density of genes among the genomes. The expected density of bi...
PubMed
Bidirectional promoters exhibit characteristic chromatin modification signature associated with transcription elongation in both sense and antisense directions
BMC Genomics
BACKGROUND: In contrast to unidirectional promoters wherein antisense transcription results in short transcripts which are rapidly degraded, bidirectional promoters produce mature transcripts in both sense and antisense orientation. To understand the...
PubMed
Ensemble deep learning models for protein secondary structure prediction using bidirectional temporal convolution and bidirectional long short-term memory
Front Bioeng Biotechnol
Protein secondary structure prediction (PSSP) is a challenging task in computational biology. However, existing models with deep architectures are not sufficient and comprehensive for deep long-range feature extraction of long sequences. This paper p...
PubMed
Genetic variability of the activity of bidirectional promoters: a pilot study in bovine muscle
DNA Res
Bidirectional promoters are regulatory regions co-regulating the expression of two neighbouring genes organized in a head-to-head orientation. In recent years, these regulatory regions have been studied in many organisms; however, no investigation to...
PubMed
Towards Better Diagnosis Prediction Using Bidirectional Recurrent Neural Networks
Stud Health Technol Inform
Bidirectional recurrent neural networks (RNN) improved performance of various natural language processing tasks and recently have been adopted for diagnosis prediction. Advantages of commonly used bidirectional RNN frameworks, however, are not readil...