Machine Learning Techniques for Geophysical Data by unknown

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Machine Learning Techniques for Geophysical Data by unknown

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Oversampling techniques for imbalanced data in regression by Samir Brahim Belhaouari (9427347)

“…<p>Our study addresses the challenge of imbalanced regression data in Machine Learning (ML) by introducing tailored methods for different data structures. …”

KNNOR: An oversampling technique for imbalanced datasets by Ashhadul Islam (16869981)

“…<p>Predictive performance of Machine Learning (ML) models rely on the quality of data used for training the models. …”

Navigating the Stock Market: The Role of State-of-the-Art Deep Learning Techniques by Anika Kanwal (18905377)

Predict Student Success and Performance factors by analyzing educational data using data mining techniques by ATIF, MUHAMMAD

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The automation of the development of classification models and improvement of model quality using feature engineering techniques by Sjoerd Boeschoten (17347045)

“…We demonstrated the applicability of feature engineering techniques such as data imputation, transformation (e.g., scaling, centering, etc.), and data balancing using several case studies and the proposed semi-automated framework. …”

A Survey of Data Clustering Techniques by Sobeh, Salma

“…Clustering, an unsupervised learning technique, aims to identify a specific number of clusters to effectively categorize the data through data grouping. …”
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Smart Grid Big Data Analytics: Survey of Technologies, Techniques, and Applications by Dabeeruddin Syed (16864260)

Empowering IoT Resilience: Hybrid Deep Learning Techniques for Enhanced Security by Muhammad Maaz (5600600)

“…We evaluated and cross validated the proposed techniques with current benchmarks. Consequently, the proposed hybrid deep learning anomaly detection approaches not only enhance IoT security but also provide a robust control system for addressing emerging multivariate cyber threats.…”

Genetic biomarkers and machine learning techniques for predicting diabetes: systematic review by Sulaiman Khan (12585349)

“…Most studies focused on classical machine learning models, with SNPs being the most used data type, followed by gene expression profiles, while lipidomic and metabolomic data were the least utilized. …”

Using XAI Techniques to Detect Targeted Data Poisoning Attacks on Healthcare Applications of Machine Learning Systems by Eyad Dhaher Megdadi

“…This research study explores the application of Explainable Artificial Intelligence (XAI) methods for detecting targeted data poisoning attacks in healthcare machine learning systems. …”
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Methodology for Analyzing the Traditional Algorithms Performance of User Reviews Using Machine Learning Techniques by Abdul Karim (417009)

Intelligent Energy Consumption for Smart Homes using Fused Machine Learning Technique by ALZAABI, HANADI OBAID

“…Data fusion has recently attracted much attention for energy efficiency in buildings, where numerous types of information may be processed. …”
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Multimodal Learning Techniques for Time Series Forecasting in Renewable Energy Systems: A Comprehensive Survey by Majdi Mansouri (16869885)

“…The growing availability of heterogeneous and complementary data modalities including meteorological forecasts, satellite imagery, numerical sensor streams, and grid interaction logs has motivated the application of multimodal learning techniques to improve time series forecasting accuracy. …”

Enhancing e-learning through AI: advanced techniques for optimizing student performance by Rund Mahafdah (21399854)

Ensemble-Based Spam Detection in Smart Home IoT Devices Time Series Data Using Machine Learning Techniques by Ameema Zainab (16864263)

Developing a framework for network security behavior integrated with the organization data management system to predict the threats by ISMAIL, HANI ABDELHADI ABDULLAH

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SMC: Alternative Smart Media Compression Techniques for Edge Storage Offloading by Ali E. Elgazar (23276620)

Addressing Binary Classification over Class Imbalanced Clinical Datasets Using Computationally Intelligent Techniques by Vinod Kumar (48743)

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