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A comparative analysis on linear regression and support vector regression

https://doi.org/10.1109/get.2016.7916627

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/9780471722199openalex-snapshot

Linear Regression Analysis

inferredcites →https://doi.org/10.1007/978-3-540-36668-3_41openalex-snapshot

Using Locally Weighted Learning to Improve SMOreg for Regression

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Machine learning: An artificial intelligence approach

inferredcites →https://doi.org/10.1023/b:stco.0000035301.49549.88openalex-snapshot

A tutorial on support vector regression

inferredcites →https://doi.org/10.1039/b918972fopenalex-snapshot

Support Vector Machines for classification and regression

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Introduction to Linear Regression Analysis

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Big Data analytics

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Improved SVM regression using mixtures of kernels

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The WEKA data mining software

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An overview of business intelligence technology

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Analytics over large-scale multidimensional data

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Predictive Analytics in Information Systems Research

inferredcites →https://doi.org/10.2307/1266874openalex-snapshot

Multivariate Data Analysis

inferredcites →https://doi.org/10.2307/2290746openalex-snapshot

Introduction to Linear Regression Analysis.

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Retracted: Predicting Stock Prices Using Machine Learning Techniques

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Forecasting Number of Indian Startups using Supervised Learning Regression Models

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Predicting Stunting Prevalence in Indonesia Using XGBoost and Artificial Neural Networks

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Machine Learning Classification Methods for Stock Market Forecasting

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Regression Model of Approximation Errors of Voltage Curves for Measuring Magnetic Characteristics

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Prediction of growth in COVID-19 Cases in India based on Machine Learning Techniques

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Effect of Kernel in Support Vector Regression Method to Predict Surabaya Consumer Price Index Trend

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Short Term Load Forecasting using SVM based PUK kernel

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Face-to-camera distance estimation using machine learning

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AI-Driven Imputation and Correlation Analysis of Environmental Parameters for Understanding pH Variability in Acid Rain

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An Application of Backpropagation Neural Network for Sales Forecasting Rice Miling Unit

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Intelligent Methods for flood forecasting in Wadi al Wala, Jordan

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Stock Market Prediction using Machine Learning Algorithms: A Classification Study

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A Machine Learning Approach for Screening Individual’s Job Profile Using Convolutional Neural Network

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An Ensemble Learning Approach on Indonesian Wind Speed Regression

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Indoor Positioning Model Based on Support Vector Regression Optimized by the Sparrow Search Algorithm

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Analysis Comparison of Linear Interpolation and Quadratic Interpolation Methods for Forecasting a Growth Total of Electricity Customers in Kotawaringin Barat Regency at 2022-2025 Years

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Impact Analysis of wind Energy on Electricity Price using Deep Neural Network

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Network Quality Prediction with QoS and QoE Data for Digital Television Using WebGIS

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Detecting Human Attention States Exploiting an Intelligent Approach Combining Fuzzy Inference System and Support Vector Regression

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Optimization and Performance Improvement of Solenoid Systems with Artificial Intelligence and Machine Learning Algorithm

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Transforming RF Reflections Into Respiratory Intelligence Through Radar-ML Synergy

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A data-driven approach to evaluate the social media post and its influences on customers

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Employee Salaries Analysis and Prediction with Machine Learning

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Machine Learning Assisted Temperature Insensitive Microwave Photonic Sensor Based on Single Microring Resonance

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Prediction of Temperature in Indian Metropolitan Cities Using Linear Regression and Long Short Term Memory Models

inferred← citeshttps://doi.org/10.1109/npsc61626.2024.10987137openalex-snapshot

Performance Comparison of Machine Learning Algorithms for Chhattisgarh State

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Bio-Inspired Polarization Compass for Solar Azimuth Prediction

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Investigations on E-commerce Data for Forecasting the Efficient Promotional Platform Using Supervised Machine Learning

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Drivable Road Area Detection with Regression Output CNN

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HollerithProfitML: A Prototype to support the use and comprehensibility of AI for SMEs

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Short-term Weather Forecasting for Wind Energy Generation using A Deep Learning Technique

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SFN Gain Prediction by Neural Networks for Enhancing Layer 2 Coverage in LDM Systems

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A Novel Method for Staggered SAR Imaging in an Elevation Multichannel System

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IECL: An Intelligent Energy Consumption Model for Cloud Manufacturing

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Energy Status Recovery Using Recurrent SVR Framework With Data Loss Conditions

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Forecasting of COVID-19 Epidemic Process by Lasso Regression

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Energy Status Recovery using Recurrent SVR Framework for Solar BLE Beacons

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Early detection of coronary artery blockage using image processing: segmentation, quantification, identification of degree of blockage and risk factors of heart attack

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Machine Learning–Finite Element Mesh Optimization-Based Modeling and Prediction of Excavation-Induced Shield Tunnel Ground Settlement

inferred← citeshttps://doi.org/10.1155/2022/3336644openalex-snapshot

Stress Estimation Model for the Sustainable Health of Cancer Patients

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An LSTM-Autoencoder Architecture for Anomaly Detection Applied on Compressors Audio Data

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Cost estimation methods for internet infrastructure deployment in Rural Sarawak: a review

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Machine learning-driven prediction of medical expenses in triple-vessel PCI patients using feature selection

inferred← citeshttps://doi.org/10.1186/s13007-026-01500-1openalex-snapshot

MoEGP: an efficient crop genomic prediction approach based on the mixture of experts network

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Enhancing adaptive beamforming by enhanced MUSIC algorithm for urban environments in O-RAN architecture

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Modeling of concrete-filled PVC tube columns confined with CFRP strips under uniaxial eccentric compression: machine learning and finite element approaches

inferred← citeshttps://doi.org/10.1186/s40643-025-00979-1openalex-snapshot

Development of robust machine learning models to estimate hydrochar higher heating value and yield based upon biomass proximate analysis

inferred← citeshttps://doi.org/10.13052/jcsm2245-1439.922openalex-snapshot

Experiencing the Detection of Radicalized Criminals on Facebook Social Network and Data-related Issues

inferred← citeshttps://doi.org/10.14569/ijacsa.2019.0101154openalex-snapshot

Improving Long Short-Term Memory Predictions with Local Average of Nearest Neighbors

inferred← citeshttps://doi.org/10.14569/ijacsa.2019.0101290openalex-snapshot

Improving Gated Recurrent Unit Predictions with Univariate Time Series Imputation Techniques

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Age Estimation on Human Face Image Using Support Vector Regression and Texture-Based Features

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Passenger demand forecasting for railway systems

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Motion Analysis and Prediction Using Machine Learning Models and Fuzzy Logic

inferred← citeshttps://doi.org/10.17341/gazimmfd.1163079openalex-snapshot

Radyosonde rasatları ile makine öğrenmesi tabanlı hava durumu kestirimi

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Artigo - Implementação de um Sistema Inteligente para Previsão do Consumo de Energia Elétrica Residencial

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Estimation of Bali Cattle Body Weight Based on Morphological Measurements by Machine Learning Algorithms: Random Forest, Support Vector, K-Neighbors, and Extra Tree Regression

inferred← citeshttps://doi.org/10.18280/jesa.540511openalex-snapshot

Machine Learning for Monitoring of the Solenoid Valves Coil Resistance Based on Optical Fiber Squeezer

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