On the public citation graph
Technical note: Bias and the quantification of stability
0 signed · 121 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known work and none has been retracted — and get a dated CiteStamped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/bf00114117openalex-snapshot
A General Framework for Induction and a Study of Selective Induction
inferredcites →https://doi.org/10.1016/0004-3702(88)90002-1openalex-snapshot
Quantifying inductive bias: AI learning algorithms and Valiant's learning framework
inferredcites →https://doi.org/10.1017/s0890060400002602openalex-snapshot
Intelligently helping the human planner in industrial process planning
inferredcites →https://doi.org/10.1117/12.139960openalex-snapshot
Inductive learning using generalized distance measures
inferredcites →https://doi.org/10.1613/jair.41openalex-snapshot
Exploring the Decision Forest: An Empirical Investigation of Occam's Razor in Decision Tree Induction
inferredcites →https://doi.org/10.2307/1402549openalex-snapshot
Probability and Statistics: Theory and Applications
inferredcites →https://doi.org/10.2307/2019215openalex-snapshot
Meaning and Necessity. A Study in Semantics and Modal Logic
inferredcites →https://doi.org/10.2307/2104666openalex-snapshot
Meaning and Necessity, A Study in Semantics and Modal Logic.
inferredcites →https://doi.org/10.2307/2286492openalex-snapshot
Probability and Statistics: Theory and Applications.
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.1002/bimj.200410011openalex-snapshot
A Comparison of Nonparametric Error Rate Estimation Methods in Classification Problems
inferred← citeshttps://doi.org/10.1002/mas.20072openalex-snapshot
Processing and classification of protein mass spectra
inferred← citeshttps://doi.org/10.1002/waf2.70071openalex-snapshot
The Banality of Populism: Rethinking Governance in Indonesia, Latin America, and the West
inferred← citeshttps://doi.org/10.1007/11551188_11openalex-snapshot
Consolidated Trees: Classifiers with Stable Explanation. A Model to Achieve the Desired Stability in Explanation
inferred← citeshttps://doi.org/10.1007/11677437_4openalex-snapshot
Consolidated Trees: An Analysis of Structural Convergence
inferred← citeshttps://doi.org/10.1007/978-1-4471-0465-0_15openalex-snapshot
Applied Artificial Intelligence: A risk management problem in trade finance
inferred← citeshttps://doi.org/10.1007/978-1-4757-3359-4_16openalex-snapshot
Instance Sampling for Boosted and Standalone Nearest Neighbor Classifiers
inferred← citeshttps://doi.org/10.1007/978-3-030-85099-9_20openalex-snapshot
A Combined Approach for Enhancing the Stability of the Variable Selection Stage in Binary Classification Tasks
inferred← citeshttps://doi.org/10.1007/978-3-319-44188-7_27openalex-snapshot
Variable Selection for Efficient Design of Machine Learning-Based Models: Efficient Approaches for Industrial Applications
inferred← citeshttps://doi.org/10.1007/978-3-319-56904-8_17openalex-snapshot
A Hybrid Variable Selection Approach for NN-Based Classification in Industrial Context
inferred← citeshttps://doi.org/10.1007/978-3-319-95098-3_19openalex-snapshot
Improving the Stability of Variable Selection for Industrial Datasets
inferred← citeshttps://doi.org/10.1007/978-3-540-74958-5_15openalex-snapshot
Decision Tree Instability and Active Learning
inferred← citeshttps://doi.org/10.1007/978-3-540-74958-5_39openalex-snapshot
Seeing the Forest Through the Trees: Learning a Comprehensible Model from an Ensemble
inferred← citeshttps://doi.org/10.1007/978-3-540-75271-4_10openalex-snapshot
CTC: An Alternative to Extract Explanation from Bagging
inferred← citeshttps://doi.org/10.1007/978-90-481-9178-9_8openalex-snapshot
Web Genre Analysis: Use Cases, Retrieval Models, and Implementation Issues
inferred← citeshttps://doi.org/10.1007/978-981-19-6088-8_17openalex-snapshot
An Approach to Learn Structural Similarity Between Decision Trees Using Hungarian Algorithm
inferred← citeshttps://doi.org/10.1007/bf02948826openalex-snapshot
A reduction algorithm meeting users’ requirements
inferred← citeshttps://doi.org/10.1007/pl00011680openalex-snapshot
Multivariate Discretization for Set Mining
inferred← citeshttps://doi.org/10.1007/s00357-019-09350-4openalex-snapshot
C443: a Methodology to See a Forest for the Trees
inferred← citeshttps://doi.org/10.1007/s00607-010-0094-zopenalex-snapshot
Consolidated trees versus bagging when explanation is required
inferred← citeshttps://doi.org/10.1007/s10044-016-0542-2openalex-snapshot
A framework to induce more stable decision trees for pattern classification
inferred← citeshttps://doi.org/10.1007/s10115-006-0040-8openalex-snapshot
Stability of feature selection algorithms: a study on high-dimensional spaces
inferred← citeshttps://doi.org/10.1007/s10489-020-01731-2openalex-snapshot
A new hybrid stability measure for feature selection
inferred← citeshttps://doi.org/10.1007/s10579-020-09519-zopenalex-snapshot
Exploring the role of lexis and grammar for the stable identification of register in an unrestricted corpus of web documents
inferred← citeshttps://doi.org/10.1007/s10618-022-00861-0openalex-snapshot
An external stability audit framework to test the validity of personality prediction in AI hiring
inferred← citeshttps://doi.org/10.1007/s10618-023-00993-xopenalex-snapshot
Marginal effects for non-linear prediction functions
inferred← citeshttps://doi.org/10.1007/s10732-025-09550-9openalex-snapshot
Feature selection for high-dimensional data using a multivariate search space reduction strategy based scatter search
inferred← citeshttps://doi.org/10.1007/s10844-006-1626-zopenalex-snapshot
Bootstrapping rule induction to achieve rule stability and reduction
inferred← citeshttps://doi.org/10.1007/s10994-021-05981-0openalex-snapshot
Can metafeatures help improve explanations of prediction models when using behavioral and textual data?
inferred← citeshttps://doi.org/10.1007/s11121-021-01212-zopenalex-snapshot
Detecting Heterogeneity of Intervention Effects in Comparative Judgments
inferred← citeshttps://doi.org/10.1007/s12021-018-9371-3openalex-snapshot
Fast, Accurate, and Stable Feature Selection Using Neural Networks
inferred← citeshttps://doi.org/10.1016/j.artint.2020.103434openalex-snapshot
Spatial relation learning for explainable image classification and annotation in critical applications
inferred← citeshttps://doi.org/10.1016/j.asoc.2019.105936openalex-snapshot
A Bolasso based consistent feature selection enabled random forest classification algorithm: An application to credit risk assessment
inferred← citeshttps://doi.org/10.1016/j.cmpb.2023.107536openalex-snapshot
Symbolic knowledge extraction for explainable nutritional recommenders
inferred← citeshttps://doi.org/10.1016/j.cose.2019.01.006openalex-snapshot
Integrally private model selection for decision trees
inferred← citeshttps://doi.org/10.1016/j.csda.2017.05.009openalex-snapshot
Classification trees for poverty mapping
inferred← citeshttps://doi.org/10.1016/j.eswa.2018.03.036openalex-snapshot
Region compatibility based stability assessment for decision trees
inferred← citeshttps://doi.org/10.1016/j.eswa.2022.117107openalex-snapshot
Regression random machines: An ensemble support vector regression model with free kernel choice
inferred← citeshttps://doi.org/10.1016/j.ijmedinf.2021.104635openalex-snapshot
Comparison of time-to-event machine learning models in predicting oral cavity cancer prognosis
inferred← citeshttps://doi.org/10.1016/j.ins.2021.11.010openalex-snapshot
PCTBagging: From inner ensembles to ensembles. A trade-off between discriminating capacity and interpretability
inferred← citeshttps://doi.org/10.1016/j.insmatheco.2021.07.003openalex-snapshot
A random forest based approach for predicting spreads in the primary catastrophe bond market
inferred← citeshttps://doi.org/10.1016/j.iot.2025.101500openalex-snapshot
Creating interpretable synthetic time series for enhancing the design and implementation of Internet of Things (IoT) solutions
inferred← citeshttps://doi.org/10.1016/j.knosys.2014.12.023openalex-snapshot
Coverage-based resampling: Building robust consolidated decision trees
inferred← citeshttps://doi.org/10.1016/j.knosys.2015.10.011openalex-snapshot
Windowing improvements towards more comprehensible models
inferred← citeshttps://doi.org/10.1016/j.nlp.2023.100047openalex-snapshot
Gender bias in transformers: A comprehensive review of detection and mitigation strategies
inferred← citeshttps://doi.org/10.1016/j.stueduc.2020.100875openalex-snapshot
Educational Data Mining: Identification of factors associated with school effectiveness in PISA assessment
inferred← citeshttps://doi.org/10.1016/s0165-0114(03)00089-7openalex-snapshot
A complete fuzzy decision tree technique
inferred← citeshttps://doi.org/10.1016/s0933-3657(98)00064-5openalex-snapshot
Two-Stage Machine Learning model for guideline development
inferred← citeshttps://doi.org/10.1016/s1088-467x(98)00023-7openalex-snapshot
Knowledge Discovery Via Multiple Models
inferred← citeshttps://doi.org/10.1021/acs.jpcb.1c02081openalex-snapshot
UMAP as a Dimensionality Reduction Tool for Molecular Dynamics Simulations of Biomacromolecules: A Comparison Study
inferred← citeshttps://doi.org/10.1038/s41380-022-01635-2openalex-snapshot
Predicting the future of neuroimaging predictive models in mental health
inferred← citeshttps://doi.org/10.1080/03610918.2013.788705openalex-snapshot
Investigating the Effect of Randomly Selected Feature Subsets on Bagging and Boosting
inferred← citeshttps://doi.org/10.1080/10106049.2022.2025921openalex-snapshot
Advanced utilization of multi-learning algorithm: ensemble super learner to map groundwater potential for potable mineral water
inferred← citeshttps://doi.org/10.1080/10618600.2018.1473779openalex-snapshot
Measuring the Stability of Results From Supervised Statistical Learning
inferred← citeshttps://doi.org/10.1089/cmb.2013.0018openalex-snapshot
Balancing the Robustness and Predictive Performance of Biomarkers
inferred← citeshttps://doi.org/10.1093/acprof:oso/9780199216093.003.0009openalex-snapshot
Bayesian brains and cognitive mechanisms:
inferred← citeshttps://doi.org/10.1093/bib/bbaf116openalex-snapshot
Benchmarking ensemble machine learning algorithms for multi-class, multi-omics data integration in clinical outcome prediction
inferred← citeshttps://doi.org/10.1109/34.709601openalex-snapshot
The random subspace method for constructing decision forests
inferred← citeshttps://doi.org/10.1109/access.2022.3210347openalex-snapshot
Machine Learning Model for Hepatitis C Diagnosis Customized to Each Patient
inferred← citeshttps://doi.org/10.1109/access.2024.3419228openalex-snapshot
Assessing Decision Tree Stability: A Comprehensive Method for Generating a Stable Decision Tree
inferred← citeshttps://doi.org/10.1109/cidue.2011.5948488openalex-snapshot
Theoretical and empirical analysis of diversity in non-stationary learning
inferred← citeshttps://doi.org/10.1109/iccke.2015.7365834openalex-snapshot
Cross Split Decision Trees for pattern classification
inferred← citeshttps://doi.org/10.1109/icdm.2005.135openalex-snapshot
Stability of Feature Selection Algorithms
inferred← citeshttps://doi.org/10.1109/icmlc.2003.1264499openalex-snapshot
The stability of a restricted Bayesian network: an empirical investigation
inferred← citeshttps://doi.org/10.1109/ijcnn.2019.8852158openalex-snapshot
On The Stability of Interpretable Models
inferred← citeshttps://doi.org/10.1109/isda.2015.7489258openalex-snapshot
Improving the stability of Sequential Forward variables selection
inferred← citeshttps://doi.org/10.1109/jstars.2014.2321432openalex-snapshot
Pan-European Grassland Mapping Using Seasonal Statistics From Multisensor Image Time Series
inferred← citeshttps://doi.org/10.1109/kdex.1997.629850openalex-snapshot
Generating models of mental retardation from data with machine learning
inferred← citeshttps://doi.org/10.1109/tai.1999.809802openalex-snapshot
Controlled flux results in stable decision trees
inferred← citeshttps://doi.org/10.1109/ticps.2023.3323600openalex-snapshot
A Survey and Perspective on Industrial Cyber-Physical Systems (ICPS): From ICPS to AI-Augmented ICPS
inferred← citeshttps://doi.org/10.1111/exsy.12212openalex-snapshot
CT <DT>: Extending the application of the consolidation methodology even further
inferred← citeshttps://doi.org/10.1111/tgis.12602openalex-snapshot
Categories are in flux, but their computational representations are fixed: That's a problem
inferred← citeshttps://doi.org/10.1137/1.9781611972788.73openalex-snapshot
A general framework for estimating similarity of datasets and decision trees: exploring semantic similarity of decision trees
inferred← citeshttps://doi.org/10.1142/s0218001402001599openalex-snapshot
IMPROVING STABILITY OF DECISION TREES
inferred← citeshttps://doi.org/10.1142/s0218213000000070openalex-snapshot
STABLE DECISION TREES: USING LOCAL ANARCHY FOR EFFICIENT INCREMENTAL LEARNING
inferred← citeshttps://doi.org/10.1145/1864708.1864722openalex-snapshot
On the stability of recommendation algorithms
inferred← citeshttps://doi.org/10.1145/2382438.2382442openalex-snapshot
Stability of Recommendation Algorithms
inferred← citeshttps://doi.org/10.1145/2830772.2830780openalex-snapshot
Cross-architecture performance prediction (XAPP) using CPU code to predict GPU performance
inferred← citeshttps://doi.org/10.1145/2954002openalex-snapshot
The Stability and Usability of Statistical Topic Models
inferred← citeshttps://doi.org/10.1145/3385412.3385975openalex-snapshot
Proving data-poisoning robustness in decision trees
inferred← citeshttps://doi.org/10.1145/3394486.3403200openalex-snapshot
Leveraging Model Inherent Variable Importance for Stable Online Feature Selection
inferred← citeshttps://doi.org/10.1145/347090.347159openalex-snapshot
Multivariate discretization of continuous variables for set mining
inferred← citeshttps://doi.org/10.1145/3514094.3534189openalex-snapshot
Resume Format, LinkedIn URLs and Other Unexpected Influences on AI Personality Prediction in Hiring: Results of an Audit
inferred← citeshttps://doi.org/10.1145/3576894openalex-snapshot
Proving Data-Poisoning Robustness in Decision Trees
inferred← citeshttps://doi.org/10.1162/coli_a_00052openalex-snapshot
Stable Classification of Text Genres
inferred← citeshttps://doi.org/10.1186/1471-2105-14-s7-s12openalex-snapshot
Logic Learning Machine creates explicit and stable rules stratifying neuroblastoma patients
inferred← citeshttps://doi.org/10.13016/m2zmls-0dbkopenalex-snapshot
Improving Topic Model Stability for Effective Document Exploration
inferred← citeshttps://doi.org/10.1371/journal.pcbi.1009168openalex-snapshot
Dimeric allostery mechanism of the plant circadian clock photoreceptor ZEITLUPE
inferred← citeshttps://doi.org/10.1613/jair.120openalex-snapshot
Cost-Sensitive Classification: Empirical Evaluation of a Hybrid Genetic Decision Tree Induction Algorithm
inferred← citeshttps://doi.org/10.18653/v1/2021.clpsych-1openalex-snapshot
Proceedings of the Seventh Workshop on Computational Linguistics and Clinical Psychology: Improving Access
inferred← citeshttps://doi.org/10.18653/v1/2021.clpsych-1.20openalex-snapshot
Safeguarding against spurious AI-based predictions: The case of automated verbal memory assessment
inferred← citeshttps://doi.org/10.2298/csis170115043sopenalex-snapshot
HMC-ReliefF: Feature ranking for hierarchical multi-label classification
inferred← citeshttps://doi.org/10.32614/rj-2023-062openalex-snapshot
C443: An R-package to see a forest for the trees
inferred← citeshttps://doi.org/10.32657/10356/48641openalex-snapshot
Robust feature selection for high-dimensional and small-sized gene expression data
inferred← citeshttps://doi.org/10.3389/fpsyg.2019.02583openalex-snapshot
Identification of Factors Associated With School Effectiveness With Data Mining Techniques: Testing a New Approach
inferred← citeshttps://doi.org/10.3390/a14010011openalex-snapshot
A Bayesian Nonparametric Learning Approach to Ensemble Models Using the Proper Bayesian Bootstrap
inferred← citeshttps://doi.org/10.3390/make1010016openalex-snapshot
The Winning Solution to the IEEE CIG 2017 Game Data Mining Competition
inferred← citeshttps://doi.org/10.3390/make3040038openalex-snapshot
A Critical Study on Stability Measures of Feature Selection with a Novel Extension of Lustgarten Index
inferred← citeshttps://doi.org/10.35378/gujs.993763openalex-snapshot
A Comprehensive Review of Feature Selection and Feature Selection Stability in Machine Learning
inferred← citeshttps://doi.org/10.35378/gujs.998964openalex-snapshot
An Empirical Evaluation of Feature Selection Stability and Classification Accuracy
inferred← citeshttps://doi.org/10.3758/s13428-023-02253-8openalex-snapshot
Detecting heterogeneity in the causal direction of dependence: A model-based recursive partitioning approach
inferred← citeshttps://doi.org/10.48550/arxiv.2110.04363openalex-snapshot
Certifying Robustness to Programmable Data Bias in Decision Trees
inferred← citeshttps://doi.org/10.48550/arxiv.cs/0212034openalex-snapshot
Types of Cost in Inductive Concept Learning
inferred← citeshttps://doi.org/10.53846/goediss-6922openalex-snapshot
Developer-Centric Software Assessment
inferred← citeshttps://doi.org/10.5821/dissertation-2117-96063openalex-snapshot
Multivariate methods for interpretable analysis of magnetic resonance spectroscopy data in brain tumour diagnosis
inferred← citeshttps://doi.org/10.7717/peerj-cs.1630openalex-snapshot
A step toward building a unified framework for managing AI bias
inferred← citeshttps://doi.org/10.7717/peerj-cs.2084openalex-snapshot
A systematic literature review on meta-heuristic based feature selection techniques for text classification
inferred← citeshttps://doi.org/10.7717/peerj.18405openalex-snapshot
Importance of feature selection stability in the classifier evaluation on high-dimensional genetic data
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.