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2561
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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2562
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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2563
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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2564
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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2565
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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2566
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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2567
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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2568
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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2569
Pengembangan Sistem Pemantauan Sentimen Berita Berbahasa Indonesia Berdasarkan Konten dengan Long-Short-Term Memory
Published 2021-10-01“…Sistem pengklasifikasi secara otomatis berbasis machine learning dilakukan dengan membangun model pembelajaran dari korpus berita yang berasal dari situs berita daring. …”
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2570
Enhancing stock index prediction: A hybrid LSTM-PSO model for improved forecasting accuracy.
Published 2025-01-01“…Comparative analysis with seven other machine learning algorithms confirms the superior performance of PSO-LSTM. …”
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2571
SOCIOLOGY OF KNOWLEDGE SECURITY IN THE DIGITAL EDUCATIONAL SPACE
Published 2020-05-01“…Artificial intelligence and machine learning technologies, big data analysis, robotics and virtualization have taken their place in the educational process, and traditional offline teaching methods require revision. …”
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2572
Neutrosophic Clustering Algorithm Based on Sparse Regular Term Constraint
Published 2021-01-01“…Clustering algorithm is one of the important research topics in the field of machine learning. Neutrosophic clustering is the generalization of fuzzy clustering and has been applied to many fields. …”
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2573
Diversity Perceptions in the UK Retail Industry: A Case of Tesco
Published 2023-03-01“…It can be argued that with exponential technological changes like the emergence of artificial intelligence, machine learning, the internet of things (IoT), etc. retailers around the world are facing continuous challenges in keeping their business model updated and relevant for sustainable business growth and profitability. …”
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2574
Data Lakehouse: Benefits in small and medium enterprises
Published 2023-04-01“…It is based on open data formats with direct access and has excellent support for machine learning and data science. To the enterprises that currently process only structured data, so they are technologically behind the competition, Data Lakehouse can help to solve big challenges based on Data Warehouses and Data Lakes, including data obsolescence, unmanageable data, and misplaced data. …”
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2575
Crypto Currency Price Forecast: Neural Network Perspectives
Published 2022-12-01“…The study examines the problem of modeling and forecasting the price dynamics of crypto currencies. We use machine learning techniques to forecast the price of crypto currencies. …”
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2576
Image classification with rotation-invariant variational quantum circuits
Published 2025-01-01“…Adding geometric inductive bias to the quantum models has been proposed as a potential solution to mitigate this problem, leading to a new field called geometric quantum machine learning. In this work, an equivariant architecture for variational quantum classifiers is introduced to create a label-invariant model for image classification with C_{4} rotational label symmetry. …”
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2577
Inside the Black Box: Detecting and Mitigating Algorithmic Bias Across Racialized Groups in College Student-Success Prediction
Published 2024-06-01“…Using nationally representative data from the Education Longitudinal Study of 2002 and various machine learning modeling approaches, we demonstrate how models incorporating commonly used features to predict college-student success are less accurate when predicting success for racially minoritized students. …”
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2578
Unbiased Isotonic Regression Tree for Discovering Hidden Heterogeneity in Monotonicity Constraints
Published 2025-01-01“…Integrating domain knowledge is increasingly recognized as vital for improving the relevance and reliability of machine learning models. This integration is often implemented through specific types of constraints that reflect real-world conditions or theoretical insights. …”
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2579
PREDICTING STOCK PRICE DIRECTION OF EUROZONE BANKS: CAN DEEP LEARNING TECHNIQUES OUTPERFORM TRADITIONAL MODELS?
Published 2024-12-01“…The findings suggest that traditional machine learning models are more effective than advanced deep learning models for predicting stock price direction in the Eurozone banking sector. …”
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2580
Smart health-care systems for rheumatology
Published 2022-01-01“…Wireless sensors, radio-frequency identification technology, Internet of things, and machine learning (ML) algorithms are the underlying technology to implement smart health care. …”
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