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Survei Penelitian Metode Kecerdasan Buatan untuk Mendeteksi Ancaman Teknologi Serangan Siber
Published 2023-12-01“…Selain teknik baru, berbagai jenis dataset baru terkait serangan siber juga turut berkembang. …”
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Analisis Klasifikasi Sentimen Ulasan pada E-Commerce Shopee Berbasis Word Cloud dengan Metode Naive Bayes dan K-Nearest Neighbor
Published 2022-02-01“…Therefore the need for sentiment analysis to classify such a large dataset so that you can easily find out what customer sentiments are. …”
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Strategi Penanganan Imbalance Class Pada Model Klasifikasi Penerima Kartu Indonesia Pintar Kuliah Berbasis Neural Network Menggunakan Kombinasi SMOTE dan ENN
Published 2023-04-01“…Metode SMOTE dan ENN diterapkan secara bersamaan menggunakan rasio sampling tertentu pada dataset yang berasal dari kelas minoritas dan sub kelas mayoritas yang merupakan tetangga terdekat kelas minoritas tersebut. …”
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Microworm Culture for Use in Freshwater Ornamental Aquaculture
Published 2019-04-01Get full text
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Blood molecular subtypes to guide precision treatment strategies in systemic juvenile idiopathic arthritis
Published 2025-02-01“…Methods A blood transcriptomic dataset was collected from patients with systemic JIA (sJIA) (n = 168), polyarticular JIA (n = 254), oligoarticular JIA (n = 96), enthesitis-related arthritis (n = 40), and healthy controls (n = 220). …”
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Individualized drug therapy and survival prediction in ICU patients with acute kidney injury: construction and validation of a nomogram
Published 2025-02-01“…The predictive model demonstrated diagnostic accuracy, with AUC values for 1-year, 3-year, and 5-year survival among AKI patients of 0.827, 0.799, and 0.777 in the training dataset, and 0.760, 0.743, and 0.740 in the internal validation dataset, respectively. …”
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Mapping global annual urban land cover fractions (2001–2020) derived with multi-objective deep learning
Published 2025-02-01“…This study addresses this issue by developing a Global Annual Urban Land Cover Fraction (GAULCF) dataset, which encompasses six ULC categories (Non-crop Vegetation-Cropland-Building-Non-build Impervious-Surface-Soil-Water, V-C-B-I-S-W) in global urban areas and measures their dynamics from 2001 to 2020. …”
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Rapid estimation method of lithium battery state of health based on novel health feature
Published 2025-01-01“…The training set divided by two datasets is used to establish a multiple linear regression model, and the validation set divided by two datasets is used to verify the method. …”
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The influence of macroscopic pedestrian structures on train boarding efficiency
Published 2025-01-01“…We investigate how waiting boarders form a deboarding channel (a corridor where deboarders exit the train) and how this channel in turn influences the efficiency of deboarding. Analyzing a dataset with 3278 boarding events at Utrecht Centraal Station in the Netherlands from 2017 to 2020 (subset of a trajectory dataset capturing 100,000 trajectories per day), we found that higher numbers of boarders and a higher ratio of boarders to deboarders, reduced the width of the deboarding channel, and a lower width was associated with lower deboarding efficiency. …”
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High-speed video recordings of metal powder pneumatic conveying in thin capillary pipes
Published 2025-02-01“…This work presents a dataset of high-speed video recordings capturing the horizontal pneumatic conveying of metallic powders in thin capillary pipes. …”
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237
Comparison of Language Models for English-Latvian Semantic Search
Published 2025-01-01“…Currently, no similar research has been done regarding the Latvian language. A dataset of 77736 pairs of articles from Latvian and English Wikipedia was created, transformed into embedding vectors, and used for retrieval experiments with brute force search, Hierarchical Navigable Small World method, and Inverted File Indexing method. …”
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Correlation between surface air temperature and lightning events in Colombia
Published 2024-07-01“…Despite differences in sampling rates and dataset sizes, the findings show a positive correlation between surface air temperature and lightning activity, suggesting a possible relationship between warmer conditions and increased lightning activity. …”
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NLO in the large charge sector of the critical O(N) model at large N
Published 2025-02-01Get full text
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