On the public citation graph
Regression Conformal Prediction with Nearest Neighbours
0 signed · 178 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.
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known work and none has been retracted — and get a dated CiteStamped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.
What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1007/3-540-36755-1_29openalex-snapshot
Inductive Confidence Machines for Regression
inferredcites →https://doi.org/10.1007/3-540-36755-1_32openalex-snapshot
Transductive Confidence Machines for Pattern Recognition
inferredcites →https://doi.org/10.1007/3-540-40992-0_25openalex-snapshot
Computationally Efficient Transductive Machines
inferredcites →https://doi.org/10.1007/3-540-44581-1_22openalex-snapshot
Pattern Recognition and Density Estimation under the General i.i.d. Assumption
inferredcites →https://doi.org/10.1007/3-540-44795-4_31openalex-snapshot
Comparing the Bayes and Typicalness Frameworks
inferredcites →https://doi.org/10.1007/978-1-4419-0221-4_22openalex-snapshot
Confidence Predictions for the Diagnosis of Acute Abdominal Pain
inferredcites →https://doi.org/10.1007/b106715openalex-snapshot
Algorithmic Learning in a Random World
inferredcites →https://doi.org/10.1017/cbo9780511801389openalex-snapshot
An Introduction to Support Vector Machines and Other Kernel-based Learning Methods
inferredcites →https://doi.org/10.1046/j.1365-2281.1998.00087.xopenalex-snapshot
Intelligent computer reporting `lack of experience': a confidence measure for decision support systems
inferredcites →https://doi.org/10.1093/comjnl/bxl065openalex-snapshot
Hedging Predictions in Machine Learning
inferredcites →https://doi.org/10.1093/comjnl/bxn021openalex-snapshot
Serum Proteomic Abnormality Predating Screen Detection of Ovarian Cancer
inferredcites →https://doi.org/10.1093/nar/gki247openalex-snapshot
Plant promoter prediction with confidence estimation
inferredcites →https://doi.org/10.1109/glocom.2008.ecp.284openalex-snapshot
Network Traffic Demand Prediction with Confidence
inferredcites →https://doi.org/10.1109/ictai.2007.47openalex-snapshot
Conformal Prediction with Neural Networks
inferredcites →https://doi.org/10.1109/ictai.2007.77openalex-snapshot
The Ramification Problem in Temporal Databases: Concurrent Execution with Conflicting Constraints
inferredcites →https://doi.org/10.1109/ijcnn.2008.4634221openalex-snapshot
Recognition of hypoxia EEG with a preset confidence level based on EEG analysis
inferredcites →https://doi.org/10.1142/s012906570500027xopenalex-snapshot
QUALIFIED PREDICTIONS FOR MICROARRAY AND PROTEOMICS PATTERN DIAGNOSTICS WITH CONFIDENCE MACHINES
inferredcites →https://doi.org/10.1201/9781003245759-9openalex-snapshot
Tools for Artificial Intelligence
inferredcites →https://doi.org/10.1613/jair.3198openalex-snapshot
Regression Conformal Prediction with Nearest Neighbours
inferredcites →https://doi.org/10.5772/6078openalex-snapshot
Inductive Conformal Prediction: Theory and Application to Neural Networks
inferredcites →https://doi.org/10.7551/mitpress/3206.001.0001openalex-snapshot
Gaussian Processes for Machine Learning
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.4729599openalex-extracted
Regression Trees for Fast and Adaptive Prediction Intervals
inferred← citeshttps://doi.org/10.1002/sta4.261openalex-snapshot
A comparison of some conformal quantile regression methods
inferred← citeshttps://doi.org/10.1007/978-1-0716-0150-1_12openalex-snapshot
Conformal Prediction for Ecotoxicology and Implications for Regulatory Decision-Making
inferred← citeshttps://doi.org/10.1007/978-3-030-43364-2_13openalex-snapshot
Lung Cancer Patient’s Survival Prediction Using GRNN-CP
inferred← citeshttps://doi.org/10.1007/978-3-030-47358-7_10openalex-snapshot
Empirical Confidence Models for Supervised Machine Learning
inferred← citeshttps://doi.org/10.1007/978-3-030-58285-2_25openalex-snapshot
Conformal Rule-Based Multi-label Classification
inferred← citeshttps://doi.org/10.1007/978-3-030-63591-6_65openalex-snapshot
Prediction Intervals of Machine Learning Models for Taxi Trip Length
inferred← citeshttps://doi.org/10.1007/978-3-031-44267-4_26openalex-snapshot
Learning-Based Approaches to Predictive Monitoring with Conformal Statistical Guarantees
inferred← citeshttps://doi.org/10.1007/978-3-031-44267-4_3openalex-snapshot
Scalable Stochastic Parametric Verification with Stochastic Variational Smoothed Model Checking
inferred← citeshttps://doi.org/10.1007/978-3-031-64350-7_92openalex-snapshot
Conformal Inference for Cell Type Prediction with Graph-Structured Constraints
inferred← citeshttps://doi.org/10.1007/978-3-031-84782-0_14openalex-snapshot
Improved Estimation of Implied Volatility with Stacking-Blending Ensemble Model
inferred← citeshttps://doi.org/10.1007/978-3-032-10081-8_2openalex-snapshot
Outliers and the Applicability Domain of QSAR Models
inferred← citeshttps://doi.org/10.1007/978-3-032-15120-9_17openalex-snapshot
Reliable Train Delay Forecasting with Conformal Prediction
inferred← citeshttps://doi.org/10.1007/978-3-032-15120-9_20openalex-snapshot
GPyConform: Conformal Prediction with Gaussian Process Regression in Python
inferred← citeshttps://doi.org/10.1007/978-3-032-15455-2_10openalex-snapshot
Enhancing Salesforce AI Predictions with Adaptive Conformal Uncertainty Quantification
inferred← citeshttps://doi.org/10.1007/978-3-032-23833-7_11openalex-snapshot
Counterfactual Explanations for Conformal Regression Intervals
inferred← citeshttps://doi.org/10.1007/978-3-319-06608-0_19openalex-snapshot
Signed-Error Conformal Regression
inferred← citeshttps://doi.org/10.1007/978-3-319-17091-6_21openalex-snapshot
Cross-Conformal Prediction with Ridge Regression
inferred← citeshttps://doi.org/10.1007/978-3-319-33395-3_6openalex-snapshot
Evaluation of a Variance-Based Nonconformity Measure for Regression Forests
inferred← citeshttps://doi.org/10.1007/978-3-319-33395-3_7openalex-snapshot
Binary Relevance Multi-label Conformal Predictor
inferred← citeshttps://doi.org/10.1007/978-3-642-23960-1_32openalex-snapshot
Reliable Probabilistic Prediction for Medical Decision Support
inferred← citeshttps://doi.org/10.1007/978-3-642-33412-2_17openalex-snapshot
Application of Conformal Prediction in QSAR
inferred← citeshttps://doi.org/10.1007/978-3-642-33412-2_26openalex-snapshot
Distance Metric Learning-Based Conformal Predictor
inferred← citeshttps://doi.org/10.1007/978-3-642-41142-7_39openalex-snapshot
Defensive Forecast for Conformal Bounded Regression
inferred← citeshttps://doi.org/10.1007/978-3-642-41142-7_43openalex-snapshot
Local Clustering Conformal Predictor for Imbalanced Data Classification
inferred← citeshttps://doi.org/10.1007/978-3-642-41142-7_44openalex-snapshot
Osteoporosis Risk Assessment with Well-Calibrated Probabilistic Outputs
inferred← citeshttps://doi.org/10.1007/978-981-95-3125-7_7openalex-snapshot
Deep Probabilistic Forecasting for Market Risks
inferred← citeshttps://doi.org/10.1007/s10462-022-10178-5openalex-snapshot
Valid prediction intervals for regression problems
inferred← citeshttps://doi.org/10.1007/s10462-023-10698-8openalex-snapshot
A review of predictive uncertainty estimation with machine learning
inferred← citeshttps://doi.org/10.1007/s10472-013-9378-2openalex-snapshot
The application of conformal prediction to the drug discovery process
inferred← citeshttps://doi.org/10.1007/s10472-013-9392-4openalex-snapshot
Conformal predictions for information fusion
inferred← citeshttps://doi.org/10.1007/s10472-014-9399-5openalex-snapshot
Preliminary numerical investigations of conformal predictors based on fuzzy logic classifiers
inferred← citeshttps://doi.org/10.1007/s10472-014-9402-1openalex-snapshot
Sparse conformal prediction for dissimilarity data
inferred← citeshttps://doi.org/10.1007/s10472-014-9429-3openalex-snapshot
Guest editors’ preface to the special issue on conformal prediction and its applications
inferred← citeshttps://doi.org/10.1007/s10472-016-9534-6openalex-snapshot
Reliable region predictions for automated valuation models
inferred← citeshttps://doi.org/10.1007/s10472-017-9539-9openalex-snapshot
Accelerating difficulty estimation for conformal regression forests
inferred← citeshttps://doi.org/10.1007/s10472-023-09849-yopenalex-snapshot
A novel deep learning approach for one-step conformal prediction approximation
inferred← citeshttps://doi.org/10.1007/s10687-026-00536-9openalex-snapshot
Extreme conformal prediction: Reliable intervals for high-impact events
inferred← citeshttps://doi.org/10.1007/s10994-014-5453-0openalex-snapshot
Regression conformal prediction with random forests
inferred← citeshttps://doi.org/10.1007/s10994-024-06615-xopenalex-snapshot
Conformal prediction for regression models with asymmetrically distributed errors: application to aircraft navigation during landing maneuver
inferred← citeshttps://doi.org/10.1007/s10994-024-06713-wopenalex-snapshot
Conformal load prediction with transductive graph autoencoders
inferred← citeshttps://doi.org/10.1016/j.asoc.2018.12.002openalex-snapshot
Modelling of a surface marine vehicle with kernel ridge regression confidence machine
inferred← citeshttps://doi.org/10.1016/j.bspc.2024.106962openalex-snapshot
Enhancing skin aging parameter assessment in clinical trials: AI-Driven analysis of ultrasound images
inferred← citeshttps://doi.org/10.1016/j.compchemeng.2020.107203openalex-snapshot
Generation of linear-based surrogate models from non-linear functional relationships for use in scheduling formulation
inferred← citeshttps://doi.org/10.1016/j.compchemeng.2025.109136openalex-snapshot
Capturing uncertainty in black-box chromatography modelling using conformal prediction and Gaussian processes
inferred← citeshttps://doi.org/10.1016/j.comtox.2024.100300openalex-snapshot
Developing and validating read-across workflows that enable decision making for toxicity and potency: Case studies with N-nitrosamines
inferred← citeshttps://doi.org/10.1016/j.epsr.2012.11.007openalex-snapshot
A neural network-GARCH-based method for construction of Prediction Intervals
inferred← citeshttps://doi.org/10.1016/j.eswa.2015.08.034openalex-snapshot
Mathematical programming for piecewise linear regression analysis
inferred← citeshttps://doi.org/10.1016/j.eswa.2017.12.041openalex-snapshot
Interpretable regression trees using conformal prediction
inferred← citeshttps://doi.org/10.1016/j.eswa.2021.115165openalex-snapshot
Normalized nonconformity measures for automated valuation models
inferred← citeshttps://doi.org/10.1016/j.eswa.2021.116483openalex-snapshot
Conformal isotonic separation for binary classification
inferred← citeshttps://doi.org/10.1016/j.foodchem.2025.145387openalex-snapshot
Conformal predictors in chemometric study of mid-infrared food adulteration: quantification of prediction uncertainty
inferred← citeshttps://doi.org/10.1016/j.indic.2026.101387openalex-snapshot
Using conformal prediction to quantify uncertainty in machine learning models for monitoring animal communities
inferred← citeshttps://doi.org/10.1016/j.ins.2018.04.004openalex-snapshot
Conformal matrix factorization based recommender system
inferred← citeshttps://doi.org/10.1016/j.ins.2024.121369openalex-snapshot
Regression trees for fast and adaptive prediction intervals
inferred← citeshttps://doi.org/10.1016/j.istruc.2025.110907openalex-snapshot
Uncertainty-aware prediction of shear strength in reinforced concrete deep beams using quantile machine learning and explainable artificial intelligence
inferred← citeshttps://doi.org/10.1016/j.neucom.2012.07.034openalex-snapshot
Reliable probabilistic classification with neural networks
inferred← citeshttps://doi.org/10.1016/j.neucom.2018.04.012openalex-snapshot
A fast and efficient conformal regressor with regularized extreme learning machine
inferred← citeshttps://doi.org/10.1016/j.neucom.2019.07.113openalex-snapshot
Efficient conformal predictor ensembles
inferred← citeshttps://doi.org/10.1016/j.neucom.2019.07.114openalex-snapshot
Multi-level conformal clustering: A distribution-free technique for clustering and anomaly detection
inferred← citeshttps://doi.org/10.1016/j.neucom.2020.07.074openalex-snapshot
Asymptotic analysis of locally weighted jackknife prediction
inferred← citeshttps://doi.org/10.1016/j.neunet.2011.05.008openalex-snapshot
Reliable prediction intervals with regression neural networks
inferred← citeshttps://doi.org/10.1016/j.neunet.2023.09.008openalex-snapshot
Reliable prediction intervals with directly optimized inductive conformal regression for deep learning
inferred← citeshttps://doi.org/10.1016/j.patcog.2021.108101openalex-snapshot
Copula-based conformal prediction for multi-target regression
inferred← citeshttps://doi.org/10.1016/j.patcog.2021.108271openalex-snapshot
Well-calibrated confidence measures for multi-label text classification with a large number of labels
inferred← citeshttps://doi.org/10.1016/j.patcog.2022.108554openalex-snapshot
Rule extraction with guarantees from regression models
inferred← citeshttps://doi.org/10.1016/j.patcog.2023.109734openalex-snapshot
Efficient probability intervals for classification using inductive venn predictors
inferred← citeshttps://doi.org/10.1016/j.patcog.2026.114113openalex-snapshot
Calibrated Mondrian conformal prediction for uncertainty quantification in spatial modeling
inferred← citeshttps://doi.org/10.1016/j.ress.2026.112763openalex-snapshot
A novel uncertainty-aware framework for remaining useful life prediction integrating uncertainty quantification and calibration
inferred← citeshttps://doi.org/10.1016/j.rse.2025.114758openalex-snapshot
Uncertainty quantification for forest attribute maps with conformal prediction and k -nearest neighbor method
inferred← citeshttps://doi.org/10.1016/j.scient.2011.11.018openalex-snapshot
Reliable pavement backcalculation with confidence estimation
inferred← citeshttps://doi.org/10.1017/s089006042100010xopenalex-snapshot
Assurance monitoring of learning-enabled cyber-physical systems using inductive conformal prediction based on distance learning
inferred← citeshttps://doi.org/10.1021/acs.chemrev.0c00004openalex-snapshot
Big-Data Science in Porous Materials: Materials Genomics and Machine Learning
inferred← citeshttps://doi.org/10.1021/acs.jcim.8b00054openalex-snapshot
Conformal Regression for Quantitative Structure–Activity Relationship Modeling—Quantifying Prediction Uncertainty
inferred← citeshttps://doi.org/10.1021/acsomega.4c02017openalex-snapshot
Development and Evaluation of Conformal Prediction Methods for Quantitative Structure–Activity Relationship
inferred← citeshttps://doi.org/10.1021/acsomega.5c11875openalex-snapshot
Explicit Applicability Domain Calculations Can Help Determine When Uncertainty Estimates Are Less Reliable
inferred← citeshttps://doi.org/10.1038/s42256-025-01151-2openalex-snapshot
Multimodal out-of-distribution individual uncertainty quantification enhances binding affinity prediction for polypharmacology
inferred← citeshttps://doi.org/10.1049/cps2.12034openalex-snapshot
Real‐time out‐of‐distribution detection in cyber‐physical systems with learning‐enabled components
inferred← citeshttps://doi.org/10.1080/00207721.2025.2490618openalex-snapshot
Scalable and reliable stochastic parametric verification with stochastic variational smoothed model checking
inferred← citeshttps://doi.org/10.1080/01621459.2026.2687844openalex-snapshot
Enhanced Localized Conformal Prediction with Imperfect Auxiliary Information
inferred← citeshttps://doi.org/10.1080/03610918.2022.2057538openalex-snapshot
Applying regression conformal prediction with nearest neighbors to time series data
inferred← citeshttps://doi.org/10.1080/09599916.2020.1807587openalex-snapshot
Uncertainty in automated valuation models: Error-based versus model-based approaches
inferred← citeshttps://doi.org/10.1093/bioinformatics/btad465openalex-snapshot
Dynamic applicability domain (dAD): compound–target binding affinity estimates with local conformal prediction
inferred← citeshttps://doi.org/10.1093/jssam/smae010openalex-snapshot
Optimal Conformal Prediction for Small Areas
inferred← citeshttps://doi.org/10.1101/2022.08.22.504786openalex-snapshot
Dynamic applicability domain ( d AD) for compound-target binding affinity prediction task with confidence guarantees
inferred← citeshttps://doi.org/10.1101/2024.07.18.24310609openalex-snapshot
Evidence-based XAI of clinical decision support systems for differential diagnosis: Design, implementation, and evaluation
inferred← citeshttps://doi.org/10.1109/access.2024.3492348openalex-snapshot
Addressing Uncertainty in Online Alarm Flood Classification Using Conformal Prediction
inferred← citeshttps://doi.org/10.1109/bibe.2012.6399676openalex-snapshot
Calibrated probabilistic predictions for biomedical applications
inferred← citeshttps://doi.org/10.1109/coins51742.2021.9524144openalex-snapshot
Reliable Probability Intervals For Classification Using Inductive Venn Predictors Based on Distance Learning
inferred← citeshttps://doi.org/10.1109/csce60160.2023.00263openalex-snapshot
Empirical Investigation of Different Residual Models in Conformal Prediction
inferred← citeshttps://doi.org/10.1109/fg47880.2020.00045openalex-snapshot
Simple and Effective Approaches for Uncertainty Prediction in Facial Action Unit Intensity Regression
inferred← citeshttps://doi.org/10.1109/fuzz-ieee60900.2024.10611797openalex-snapshot
Zadeh's Type-2 Fuzzy Logic Systems: Precision and High-Quality Prediction Intervals
inferred← citeshttps://doi.org/10.1109/fuzz52849.2023.10309730openalex-snapshot
Towards Reliable Uncertainty Quantification and High Precision with General Type-2 Fuzzy Systems
inferred← citeshttps://doi.org/10.1109/icassp49660.2025.10888839openalex-snapshot
Conformal Prediction for Manifold-based Source Localization with Gaussian Processes
inferred← citeshttps://doi.org/10.1109/icde53745.2022.00274openalex-snapshot
Prediction Intervals for Learned Cardinality Estimation: An Experimental Evaluation
inferred← citeshttps://doi.org/10.1109/icdmw69685.2025.00238openalex-snapshot
Uncertainty-Aware Solar Flare Regression
inferred← citeshttps://doi.org/10.1109/icmla51294.2020.00152openalex-snapshot
Valid Prediction Intervals for Course Grades with Conformal Prediction
inferred← citeshttps://doi.org/10.1109/icsrs59833.2023.10381131openalex-snapshot
A General Data-Driven Framework for Remaining Useful Life Estimation with Uncertainty Quantification Using Split Conformal Prediction
inferred← citeshttps://doi.org/10.1109/ijcnn.2015.7280763openalex-snapshot
Efficient conformal regressors using bagged neural nets
inferred← citeshttps://doi.org/10.1109/jbhi.2025.3530156openalex-snapshot
Automated Ensemble Multimodal Machine Learning for Healthcare
inferred← citeshttps://doi.org/10.1109/lra.2024.3445635openalex-snapshot
How Generalizable is My Behavior Cloning Policy? A Statistical Approach to Trustworthy Performance Evaluation
inferred← citeshttps://doi.org/10.1109/mlsp62443.2025.11204224openalex-snapshot
Model-Agnostic Uncertainty Calibration for Noisy Constraint Modeling in Bainitic Steel Optimization
inferred← citeshttps://doi.org/10.1109/mra.2020.2981114openalex-snapshot
Assured Runtime Monitoring and Planning: Toward Verification of Neural Networks for Safe Autonomous Operations
inferred← citeshttps://doi.org/10.1109/pesgm58988.2026.11693578openalex-snapshot
A Mean Variance Estimation Model for Predicting Total Load Shedding and Assessing Uncertainty in Cascading Power System Failures
inferred← citeshttps://doi.org/10.1109/southeastcon63549.2026.11476285openalex-snapshot
A Probabilistic Multi-Signal Framework for Directional Movement Forecasting in Financial Time Series: A Statistical Learning Perspective
inferred← citeshttps://doi.org/10.1109/tetci.2025.3577486openalex-snapshot
Towards a Comprehensive Taxonomy of Pointwise Reliability Assessment Techniques for Machine Learning Models
inferred← citeshttps://doi.org/10.1109/tfuzz.2024.3426363openalex-snapshot
Exploring Zadeh's General Type-2 Fuzzy Logic Systems for Uncertainty Quantification
inferred← citeshttps://doi.org/10.1109/tim.2021.3134321openalex-snapshot
CPSC: Conformal Prediction With Shrunken Centroids for Efficient Prediction Reliability Quantification and Data Augmentation, a Case in Alternative Herbal Medicine Classification With Electronic Nose
inferred← citeshttps://doi.org/10.1109/tnnls.2015.2396933openalex-snapshot
An Interval-Valued Neural Network Approach for Uncertainty Quantification in Short-Term Wind Speed Prediction
inferred← citeshttps://doi.org/10.1109/tnnls.2023.3342138openalex-snapshot
Improving Uncertainty Quantification of Variance Networks by Tree-Structured Learning
inferred← citeshttps://doi.org/10.1109/tpami.2023.3288028openalex-snapshot
Ensemble Multi-Quantiles: Adaptively Flexible Distribution Prediction for Uncertainty Quantification
inferred← citeshttps://doi.org/10.1109/tpami.2024.3418214openalex-snapshot
Guaranteed Coverage Prediction Intervals With Gaussian Process Regression
inferred← citeshttps://doi.org/10.1109/tr.2025.3641587openalex-snapshot
Uncertainty-Aware Remaining Useful Life Estimation for Aluminium Electrolytic Capacitors Using Spectral Mixture Kernels and Hybrid Uncertainty Calibration
inferred← citeshttps://doi.org/10.1109/tsmcb.2012.2198882openalex-snapshot
Joint Prediction of Continuous and Discrete States in Time-Series Based on Belief Functions
inferred← citeshttps://doi.org/10.1142/s0218213012400167openalex-snapshot
EVALUATION OF THE RISK OF STROKE WITH CONFIDENCE PREDICTIONS BASED ON ULTRASOUND CAROTID IMAGE ANALYSIS
inferred← citeshttps://doi.org/10.1145/2330163.2330315openalex-snapshot
Surrogate modeling in the evolutionary optimization of catalytic materials
inferred← citeshttps://doi.org/10.1145/2641758openalex-snapshot
Probabilistic Reframing for Cost-Sensitive Regression
inferred← citeshttps://doi.org/10.1145/3302509.3313332openalex-snapshot
A CPS toolchain for learning-based systems
inferred← citeshttps://doi.org/10.1145/3313151.3313166openalex-snapshot
Model-based design for CPS with learning-enabled components
inferred← citeshttps://doi.org/10.1162/tacl_a_00711openalex-snapshot
Conformalizing Machine Translation Evaluation
inferred← citeshttps://doi.org/10.1177/0003702819831017openalex-snapshot
Conformal Prediction Based on Raman Spectra for the Classification of Chinese Liquors
inferred← citeshttps://doi.org/10.1186/s13321-020-00422-xopenalex-snapshot
KnowTox: pipeline and case study for confident prediction of potential toxic effects of compounds in early phases of development
inferred← citeshttps://doi.org/10.1186/s13321-021-00571-7openalex-snapshot
The effect of noise on the predictive limit of QSAR models
inferred← citeshttps://doi.org/10.1214/21-ejs1910openalex-snapshot
Distribution-free conditional median inference
inferred← citeshttps://doi.org/10.14778/3772181.3772184openalex-snapshot
ConANN: Conformal Approximate Nearest Neighbor Search
inferred← citeshttps://doi.org/10.1609/aaai.v37i6.25814openalex-snapshot
Approximating Full Conformal Prediction at Scale via Influence Functions
inferred← citeshttps://doi.org/10.1615/jmachlearnmodelcomput.2025054687openalex-snapshot
CONFORMAL APPROACH TO GAUSSIAN PROCESS SURROGATE EVALUATIONWITH MARGINAL COVERAGE GUARANTEES
inferred← citeshttps://doi.org/10.21203/rs.3.rs-4494063/v1openalex-snapshot
A novel approach for calculating prediction uncertainty when using acoustic indices and machine learning algorithms to monitor animal communities
inferred← citeshttps://doi.org/10.3150/21-bej1447openalex-snapshot
Conformal prediction: A unified review of theory and new challenges
inferred← citeshttps://doi.org/10.3233/ida-150786openalex-snapshot
Bias reduction through conditional conformal prediction
inferred← citeshttps://doi.org/10.3389/frai.2022.938641openalex-snapshot
Integration of machine learning with complex industrial mining systems for reduced energy consumption
inferred← citeshttps://doi.org/10.3390/electronics14204072openalex-snapshot
Exploring Uncertainty in Medical Federated Learning: A Survey
inferred← citeshttps://doi.org/10.3390/electronics9020232openalex-snapshot
System Log Detection Model Based on Conformal Prediction
inferred← citeshttps://doi.org/10.3390/en19143446openalex-snapshot
Out-of-Distribution-Aware Time Series Conformal Prediction with Adaptive Retraining for Solar Power Forecasting
inferred← citeshttps://doi.org/10.3390/molecules29010019openalex-snapshot
Extreme Gradient Boosting Combined with Conformal Predictors for Informative Solubility Estimation
inferred← citeshttps://doi.org/10.3390/s26010284openalex-snapshot
Robust Indoor Positioning with Hybrid WiFi RTT-RSS Signals
inferred← citeshttps://doi.org/10.3929/ethz-b-000494739openalex-snapshot
Nearest Neighbor Classifiers over Incomplete Information: From Certain Answers to Certain Predictions
inferred← citeshttps://doi.org/10.47813/2782-5280-2026-5-2-2050-2061openalex-snapshot
Stabilized adaptive robust conformal inference for small-sample regression under contamination and heavy-tailed errors
inferred← citeshttps://doi.org/10.48550/arxiv.1211.1043openalex-snapshot
Soft (Gaussian CDE) regression models and loss functions
inferred← citeshttps://doi.org/10.48550/arxiv.1905.03222openalex-snapshot
Conformalized Quantile Regression
inferred← citeshttps://doi.org/10.48550/arxiv.1908.03569openalex-snapshot
Concepts and Applications of Conformal Prediction in Computational Drug Discovery
inferred← citeshttps://doi.org/10.48550/arxiv.2001.05014openalex-snapshot
Assurance Monitoring of Cyber-Physical Systems with Machine Learning Components
inferred← citeshttps://doi.org/10.48550/arxiv.2003.06613openalex-snapshot
ML-AQP: Query-Driven Approximate Query Processing based on Machine Learning
inferred← citeshttps://doi.org/10.48550/arxiv.2006.03167openalex-snapshot
Inject Machine Learning into Significance Test for Misspecified Linear Models
inferred← citeshttps://doi.org/10.48550/arxiv.2102.03236openalex-snapshot
Exact Optimization of Conformal Predictors via Incremental and Decremental Learning
inferred← citeshttps://doi.org/10.5194/gmd-16-5825-2023openalex-snapshot
Ensemble of optimised machine learning algorithms for predicting surface soil moisture content at a global scale
inferred← citeshttps://doi.org/10.6084/m9.figshare.12127560openalex-snapshot
Additional file 1 of KnowTox: pipeline and case study for confident prediction of potential toxic effects of compounds in early phases of development
inferred← citeshttps://doi.org/10.64898/2026.06.07.730687openalex-snapshot
GeroQubit: a lightweight, honesty-first de-novo design platform for geroscience-native small molecules with calibrated uncertainty
inferred← citeshttps://doi.org/10.70675/15155540z557cz4086zb267z2eb2948b957eopenalex-snapshot
Conformal prediction methods for complex data : application to real estate management
showing the first 154 of 155 · page through all 155
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.