On the public citation graph

Linear support vector regression with linear constraints

https://doi.org/10.1007/s10994-021-06018-2
0 signed · 66 inferred · view as graph

Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.

Is this your work? Sign in with ORCID and put your name on the claims that are yours.
Claim with ORCID
Reference health. See whether every reference in this work resolves to a known work and none has been retracted — and get a dated CiteStamped badge you can embed.
See reference health

What this work says

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

inferredcites →https://doi.org/10.1002/(sici)1099-128x(199709/10)11:5<393::aid-cem483>3.0.co;2-lopenalex-snapshot
A fast non-negativity-constrained least squares algorithm
inferredcites →https://doi.org/10.1007/bfb0026683openalex-snapshot
Text categorization with Support Vector Machines: Learning with many relevant features
inferredcites →https://doi.org/10.1007/s10107-015-0892-3openalex-snapshot
Coordinate descent algorithms
inferredcites →https://doi.org/10.1007/s10994-007-5035-5openalex-snapshot
Incorporating prior knowledge in support vector regression
inferredcites →https://doi.org/10.1016/s0898-1221(96)90463-0openalex-snapshot
Advances in neural information processing systems 7
inferredcites →https://doi.org/10.1023/a:1012431217818openalex-snapshot
Convergence of a Generalized SMO Algorithm for SVM Classifier Design
inferredcites →https://doi.org/10.1023/a:1017501703105openalex-snapshot
Convergence of a Block Coordinate Descent Method for Nondifferentiable Minimization
inferredcites →https://doi.org/10.1023/a:1018628609742openalex-snapshot
Least Squares Support Vector Machine Classifiers
inferredcites →https://doi.org/10.1023/b:stco.0000035301.49549.88openalex-snapshot
A tutorial on support vector regression
inferredcites →https://doi.org/10.1038/nmeth.3337openalex-snapshot
Robust enumeration of cell subsets from tissue expression profiles
inferredcites →https://doi.org/10.1080/00401706.1970.10488634openalex-snapshot
Ridge Regression: Biased Estimation for Nonorthogonal Problems
inferredcites →https://doi.org/10.1080/01621459.1972.10481216openalex-snapshot
The Isotonic Regression Problem and Its Dual
inferredcites →https://doi.org/10.1080/01621459.1976.10481560openalex-snapshot
Inequality Constrained Least-Squares Estimation
inferredcites →https://doi.org/10.1080/10618600.2018.1473777openalex-snapshot
Algorithms for Fitting the Constrained Lasso
inferredcites →https://doi.org/10.1093/bioinformatics/16.10.906openalex-snapshot
Support vector machine classification and validation of cancer tissue samples using microarray expression data
inferredcites →https://doi.org/10.1109/72.788646openalex-snapshot
Support vector machines for histogram-based image classification
inferredcites →https://doi.org/10.1109/72.935093openalex-snapshot
Financial time series prediction using least squares support vector machines within the evidence framework
inferredcites →https://doi.org/10.1109/cvpr.2009.5206862openalex-snapshot
Support Vector Machines in face recognition with occlusions
inferredcites →https://doi.org/10.1109/jproc.2016.2607121openalex-snapshot
A Critical Survey of Deconvolution Methods for Separating Cell Types in Complex Tissues
inferredcites →https://doi.org/10.1109/tits.2004.837813openalex-snapshot
Travel-Time Prediction With Support Vector Regression
inferredcites →https://doi.org/10.1109/tnnls.2012.2195198openalex-snapshot
Simple Proof of Convergence of the SMO Algorithm for Different SVM Variants
inferredcites →https://doi.org/10.1111/j.1467-9868.2005.00503.xopenalex-snapshot
Regularization and Variable Selection Via the Elastic Net
inferredcites →https://doi.org/10.1111/j.2517-6161.1996.tb02080.xopenalex-snapshot
Regression Shrinkage and Selection Via the Lasso
inferredcites →https://doi.org/10.1126/science.342.6165.1432openalex-snapshot
Cancer Immunotherapy
inferredcites →https://doi.org/10.1137/1.9781611971217openalex-snapshot
Solving Least Squares Problems
inferredcites →https://doi.org/10.1137/100802001openalex-snapshot
Efficiency of Coordinate Descent Methods on Huge-Scale Optimization Problems
inferredcites →https://doi.org/10.1145/1273496.1273567openalex-snapshot
Trust region Newton methods for large-scale logistic regression
inferredcites →https://doi.org/10.1145/130385.130401openalex-snapshot
A training algorithm for optimal margin classifiers
inferredcites →https://doi.org/10.1145/1390156.1390208openalex-snapshot
A dual coordinate descent method for large-scale linear SVM
inferredcites →https://doi.org/10.1145/1961189.1961199openalex-snapshot
LIBSVM
inferredcites →https://doi.org/10.1162/089976601300014493openalex-snapshot
Improvements to Platt's SMO Algorithm for SVM Classifier Design
inferredcites →https://doi.org/10.1162/089976602760128081openalex-snapshot
Training v-Support Vector Regression: Theory and Algorithms
inferredcites →https://doi.org/10.1371/journal.pcbi.1002548openalex-snapshot
Potassium Starvation in Yeast: Mechanisms of Homeostasis Revealed by Mathematical Modeling
inferredcites →https://doi.org/10.1371/journal.pcbi.1002838openalex-snapshot
PERT: A Method for Expression Deconvolution of Human Blood Samples from Varied Microenvironmental and Developmental Conditions
inferredcites →https://doi.org/10.1371/journal.pone.0006098openalex-snapshot
Deconvolution of Blood Microarray Data Identifies Cellular Activation Patterns in Systemic Lupus Erythematosus
inferredcites →https://doi.org/10.1371/journal.pone.0007887openalex-snapshot
Profiling Critical Cancer Gene Mutations in Clinical Tumor Samples
inferredcites →https://doi.org/10.1371/journal.pone.0027156openalex-snapshot
Optimal Deconvolution of Transcriptional Profiling Data Using Quadratic Programming with Application to Complex Clinical Blood Samples
inferredcites →https://doi.org/10.1371/journal.pone.0027485openalex-snapshot
Autophagy in Human Embryonic Stem Cells
inferredcites →https://doi.org/10.2307/1271436openalex-snapshot
Ridge Regression: Biased Estimation for Nonorthogonal Problems
inferredcites →https://doi.org/10.48550/arxiv.1201.0490openalex-snapshot
Scikit-learn: Machine Learning in Python
inferredcites →https://doi.org/10.48550/arxiv.1506.00552openalex-snapshot
Coordinate Descent Converges Faster with the Gauss-Southwell Rule Than Random Selection

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4631115openalex-extracted
Outlet Temperature Assessment of Parabolic Trough Collector: A Machine Learning Approach
inferred← citeshttps://doi.org/10.1002/cphc.202100829openalex-snapshot
Improved Battery Cycle Life Prediction Using a Hybrid Data‐Driven Model Incorporating Linear Support Vector Regression and Gaussian
inferred← citeshttps://doi.org/10.1002/sd.71468openalex-snapshot
Predicting Life Expectancy in Upper‐Middle‐Income Countries Using Machine Learning: A Comparative Analysis
inferred← citeshttps://doi.org/10.1007/978-3-031-94862-6_8openalex-snapshot
BLDAR: A Blending Ensemble Learning Approach for Primary Energy Consumption Analysis
inferred← citeshttps://doi.org/10.1007/s00228-025-03874-yopenalex-snapshot
Dosing prediction of valproic acid in pediatric patients with epilepsy: population pharmacokinetic model or machine learning model?
inferred← citeshttps://doi.org/10.1007/s10589-025-00683-yopenalex-snapshot
Convergence rate of inexact augmented Lagrangian method with practical relative error criterion for composite convex programming
inferred← citeshttps://doi.org/10.1007/s10915-021-01541-9openalex-snapshot
An Efficient Hessian Based Algorithm for Singly Linearly and Box Constrained Least Squares Regression
inferred← citeshttps://doi.org/10.1007/s11119-024-10134-zopenalex-snapshot
Quantifying corn LAI using machine learning and UAV multispectral imaging
inferred← citeshttps://doi.org/10.1007/s41748-026-01281-6openalex-snapshot
Performance and Limitations of Machine Learning Models for Groundwater Level Prediction Using Hydro-Climatic Variables
inferred← citeshttps://doi.org/10.1016/j.bir.2025.11.004openalex-snapshot
Exploring the impact of financial literacy and financial inclusion on financial stability: An analysis using machine learning approaches
inferred← citeshttps://doi.org/10.1016/j.corsci.2023.111222openalex-snapshot
Machine learning-assisted discovery of Cr, Al-containing high-entropy alloys for high oxidation resistance
inferred← citeshttps://doi.org/10.1016/j.dsp.2022.103576openalex-snapshot
Sparsity-enabled radio tomographic imaging using quantized received signal strength observations
inferred← citeshttps://doi.org/10.1016/j.jallcom.2025.185599openalex-snapshot
Research on the microstructure evolution and degradation behavior of biomedical Mg-Al-Mn-La alloys assisted by machine learning
inferred← citeshttps://doi.org/10.1021/acsomega.5c11891openalex-snapshot
IRIS: A Machine Learning-Based Pose Reranking Tool for RNA-Ligand Docking
inferred← citeshttps://doi.org/10.1038/s41598-024-70341-6openalex-snapshot
A comparison between machine and deep learning models on high stationarity data
inferred← citeshttps://doi.org/10.1038/s41598-025-16002-8openalex-snapshot
Label-free estimation of regulatory T cell activation markers using Raman spectroscopy with machine learning
inferred← citeshttps://doi.org/10.1061/jcrgei.creng-1028openalex-snapshot
Estimating the Volumetric Heat Capacity of Soils Using Machine-Learning Models
inferred← citeshttps://doi.org/10.1080/09540091.2022.2086217openalex-snapshot
Predicting algorithm of attC site based on combination optimization strategy
inferred← citeshttps://doi.org/10.1080/14697688.2020.1781237openalex-snapshot
A Cost-effective Approach to Portfolio Construction with Range-based Risk Measures
inferred← citeshttps://doi.org/10.1109/cdc49753.2023.10384126openalex-snapshot
Leveraging the Physics of AC Power Flow in Support Vector Regression to Identify Power System Topology
inferred← citeshttps://doi.org/10.1109/iceitsa54226.2021.00038openalex-snapshot
Traffic Flow Prediction Based on Traffic and Meteorological Data Fusion in Non-stationary Environments
inferred← citeshttps://doi.org/10.21203/rs.3.rs-6754917/v1openalex-snapshot
A hybrid regression framework for estimating urban residential community drainage infrastructure: Model optimization and recursive prediction
inferred← citeshttps://doi.org/10.3390/agriculture12081267openalex-snapshot
Estimation of Maize LAI Using Ensemble Learning and UAV Multispectral Imagery under Different Water and Fertilizer Treatments
inferred← citeshttps://doi.org/10.3390/j7040025openalex-snapshot
Energy Performance Analysis and Output Prediction Pipeline for East-West Solar Microgrids
inferred← citeshttps://doi.org/10.46632/tfe/3/2/3openalex-snapshot
Algorithmic Trading with AI That Redefines Market Strategy Using GBR and SVR and RFR Regressions
Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.