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10161
Zenith Tropospheric Delay Forecasting in the European Region Using the Informer–Long Short-Term Memory Networks Hybrid Prediction Model
Published 2024-12-01“…This model employs a parallel ensemble learning strategy that combines the strengths of both the Informer and LSTM networks to extract features from ZTD data. …”
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10162
Rancang Bangun Alat Pengenal Finger Vein Menggunakan Raspberry Pi dengan Metode Convolutional Neural Network (CNN)
Published 2024-10-01“…This research uses a Raspberry Pi 4-based system with the help of IR LEDs and webcams for the acquisition process of finger blood vessel image data, which is expected to be able to carry out the Finger Vein recognition process faster, and the use of the proven Convolutional Neural Network method to produce better accuracy with the Deep Learning process. Of the 30 data used as system testers alongside embedded software and hardware, the accuracy reached 96.66%. …”
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10163
Perancangan Desain Antarmuka Pengguna Aplikasi Pertunjukan dan Pembelajaran Kesenian Tradisional Menggunakan Pendekatan Human-Centered Design
Published 2022-12-01“…The existence of the "Cultural Theater" application is expected to penetrate the boundaries of space and time for someone who wants to learn and enjoy the Topeng Malangan. …”
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10164
A comprehensive analysis of molecular characteristics of hot and cold tumor of gastric cancer
Published 2025-02-01“…Subsequently, 101 machine learning algorithm combinations were employed to construct a prognostic model based on the identified gene modules. …”
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10165
Synthetic Data Generation and Evaluation Techniques for Classifiers in Data Starved Medical Applications
Published 2025-01-01“…With their ability to find solutions among complex relationships of variables, machine learning (ML) techniques are becoming more applicable to various fields, including health risk prediction. …”
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10166
Participation in a pre-registration student interprofessional education (IPE) society: influence on subsequent professional practice
Published 2025-01-01“…Resulting themes were reviewed for relevance to the University of Birmingham (UK) IPE Framework, which uses the competency domains of the Canadian Interprofessional Health Collaborative Competency Framework as the required learning outcomes for IPE at Birmingham.ResultsEight interviews with former KASE members were conducted between November 2022 and March 2023. …”
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10167
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10168
A Mitochondria‐Related Signature in Diffuse Large B‐Cell Lymphoma: Prognosis, Immune and Therapeutic Features
Published 2025-01-01“…Conclusions We established a novel prognostic mitochondria‐related signature by machine learning algorithm, which also demonstrated outstanding predictive value in tumor microenvironment and responses to therapies.…”
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10169
Pengaruh Prediksi Missing Value pada Klasifikasi Decision Tree C4.5
Published 2022-08-01“…Abstract The supervised learning approach to data classification requires a complete dataset. …”
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10170
Analisis Sentimen Wacana Pemindahan Ibu Kota Indonesia Menggunakan Algoritma Support Vector Machine (SVM)
Published 2021-02-01“…Dalam penerapan analisis sentimen menggunakan metode machine learning terdapat beberapa metode yang sering digunakan. …”
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10171
Six Sigma Approach to Developing a Microgrid Station for Research and Teaching
Published 2025-01-01“…The conclusion of this paper highlights the benefits of using the DFSS conceptual methodology to develop a microgrid station for research and teaching, such as adaptation to educational needs; enhancement of the learning experience; refutation of experimental errors; cost-effective, flexible, and modular design; collaborative learning environment; data-driven teaching; and continuous improvement. …”
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10172
Annual change in the distribution and landscape health of mangrove ecosystems in China from 2016 to 2023 with Sentinel imagery
Published 2025-01-01“…The integration of remote sensing data and deep learning models enables precise identification of mangroves. …”
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10173
HyQ2: A Hybrid Quantum Neural Network for NextG Vulnerability Detection
Published 2024-01-01“…We address the limitations of classical machine learning models in processing the intrinsic linkage relationships of high-dimensional data. …”
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10174
Seleksi Fitur dengan Particle Swarm Optimization pada Klasifikasi Penyakit Parkinson Menggunakan XGBoost
Published 2023-10-01“…Saat ini diagnosa dapat dilakukan menggunakan machine learning dengan memanfaatkan rekaman suara pasien. …”
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10175
Hierarchical Recognition for Urban Villages Fusing Multiview Feature Information
Published 2025-01-01“…The spectral, textural, and structural features were extracted from Google RSI by machine-learning classifiers for each segmented block. The deep-learning method was applied to SVI to capture the architectural feature at each viewpoint. …”
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10176
Deteksi Objek menggunakan Dashboard Camera untuk Sistem Peringatan Pencegah Kecelakaan pada Mobil
Published 2020-02-01“…This application was developed using Object Detection Method in Tensorflow Open Source Machine Learning Library. The research stage was started from problem analysis, literature study to search comparison from previous research, also software development and finalized with testing to measure system performance. …”
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10177
Radiomics analysis of thoracic vertebral bone marrow microenvironment changes before bone metastasis of breast cancer based on chest CT
Published 2025-02-01“…Radiomic features were extracted from the bone marrow of thoracic vertebrae on non-contrast chest CT scans. Multiple machine learning algorithms were utilized to construct various radiomics models for predicting the risk of bone metastasis, and the model with optimal performance was integrated with clinical features to develop a nomogram. …”
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10178
AI-Driven Plant Health Assessment: A Comparative Analysis of Inception V3, ResNet-50 and ViT with SHAP for Accurate Disease Identification in Taro
Published 2024-12-01“…The novelty of this work lies in the first-ever integration of SHapley Additive exPlanations (SHAP) with deep learning architectures to enhance model interpretability while providing a comprehensive comparison of state-of-the-art methods for this underexplored crop. …”
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10179
Priority effects, nutrition and milk glycan-metabolic potential drive Bifidobacterium longum subspecies dynamics in the infant gut microbiome
Published 2025-01-01“…We further implemented machine learning tools to identify significant features associated with B. longum subspecies abundance. …”
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10180
Implementasi Self Organizing Maps untuk Pengelompokan Kabupaten/Kota Berdasarkan Indeks Pembangunan Manusia
Published 2023-12-01“…Hasil penelitian ini menunjukkan bahwa, dengan menggunakan learning rate 0.001, maksimum iterasi 1100, dihasilkan sejumlah 4 cluster dengan nilai Silhouette Coefficients sebesar 0.331611 untuk penambahan variabel kepadatan penduduk, 0.290092 untuk penambahan variabel jumlah guru dan murid, 0.298582 untuk penambahan variabel jumlah pengangguran , dan 0.273734 untuk adanya penambahan variabel kepadatan penduduk, jumlah guru dan murid, dan jumlah pengangguran. …”
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