Who Cited It

Supervised Machine Learning: A Review of Classification Techniques

2007 · 4,149 citations · 4 from inside this corpus

Sotiris Kotsiantis

The source holds an abstract for this work, but its best open-access copy is under no open licence, which does not permit us to republish the text. Read it at the source below.

Supervised Machine Learning: A Review of Classification Techniques (2007)Supervised Machine Learning: …The Nature of Statistical Learning Theory (1995)The Nature of Statistical Lea…C4.5: Programs for Machine Learning (1992)C4.5: Programs for Machine Le…Bagging Predictors (1996)Bagging PredictorsA Tutorial on Support Vector Machines for Pattern Recognition (1998)A Tutorial on Support Vector …Learning Internal Representations by Error Propagation (1985)Learning Internal Representat…Data clustering (1999)Data clusteringIntroduction to Reinforcement Learning (1998)Introduction to Reinforcement…Bayesian Network Classifiers (1997)Bayesian Network ClassifiersFast Effective Rule Induction (1995)Fast Effective Rule InductionApproximate Statistical Tests for Comparing Supervised Classification Learning Algorithms (1998)Approximate Statistical Tests…A Survey of Outlier Detection Methodologies (2004)A Survey of Outlier Detection…On the Optimality of the Simple Bayesian Classifier under Zero-One Loss (1997)On the Optimality of the Simp…An Experimental Comparison of Three Methods for Constructing Ensembles of Decision Trees:… (2000)An Experimental Comparison of…Introduction to Bayesian Networks (2019)Introduction to Bayesian Netw…Learning in Graphical Models (1998)Learning in Graphical ModelsKNN Model-Based Approach in Classification (2003)KNN Model-Based Approach in C…The Weighted Majority Algorithm (1994)The Weighted Majority Algorit…Neural networks for classification: a survey (2000)Neural networks for classific…Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Langu… (2022)Pre-train, Prompt, and Predic…Classification Based on Decision Tree Algorithm for Machine Learning (2021)Classification Based on Decis…CatBoost for big data: an interdisciplinary review (2020)CatBoost for big data: an int…Introduction to Machine Learning (2019)Introduction to Machine Learn…
22 of 22 neighbouring works in this corpus. Blue is what this paper cites; orange is what cites it, and a dashed line is one neighbour citing another. Only the largest labels are drawn — every node carries its full title on hover.
this paper works it cites works citing it node size = global citations · hover for the full title

What this paper cites, inside the corpus

PaperYearCited
The Nature of Statistical Learning Theory199539,409
C4.5: Programs for Machine Learning199223,704
Bagging Predictors199617,191
A Tutorial on Support Vector Machines for Pattern Recognition199816,488
Learning Internal Representations by Error Propagation198516,273
Data clustering199913,263
Introduction to Reinforcement Learning19986,917
Bayesian Network Classifiers19974,754
Fast Effective Rule Induction19953,810
Approximate Statistical Tests for Comparing Supervised Classification Learning Algorithms19983,759
A Survey of Outlier Detection Methodologies20043,382
On the Optimality of the Simple Bayesian Classifier under Zero-One Loss19973,099
An Experimental Comparison of Three Methods for Constructing Ensembles of Decision Trees:…20002,962
Introduction to Bayesian Networks20192,594
Learning in Graphical Models19982,437
KNN Model-Based Approach in Classification20032,110
The Weighted Majority Algorithm19942,034
Neural networks for classification: a survey20001,672

What cites it, inside the corpus

PaperYearCited
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Langu…20223,836
Classification Based on Decision Tree Algorithm for Machine Learning20211,870
CatBoost for big data: an interdisciplinary review20201,776
Introduction to Machine Learning20191,620

Links

OpenAlex record

Topics

Machine Learning and Data ClassificationComputer Science
Imbalanced Data Classification TechniquesComputer Science
Face and Expression RecognitionComputer Science

Is this record sound?

complete

Nothing in this record contradicts itself and no field we check is missing.

  • supports1 author record(s) attached.
  • supports111 reference(s) recorded.
  • neutralThe DOI carries no year to check against.
  • supportsA title is present.

Provenance

Everything above was read from one stored OpenAlex payload, fetched 2026-09-04T03:58:46+00:00.

sha256 bba2969b3567609a…