# Data Mining Algorithms and Applications

**Type:** Topics  
**Canonical URL:** https://scholariq.org/topics/data-mining-algorithms-and-applications/

## Facts

| Field | Value |
| --- | --- |
| Description | This cluster of papers covers a wide range of topics in data mining, including frequent pattern mining, association rule mining, sequential pattern mining, machine learning, decision trees, interestingness measures, high utility itemsets, temporal data mining, and knowledge discovery. |
| Domain | Physical Sciences |
| Field | Computer Science |
| OpenAlex ID | t10538 |
| Works | 53 |

## Topic papers all

Showing 15 of 53.

- [The Elements of Statistical Learning: Data Mining, Inference, and Prediction](https://scholariq.org/papers/the-elements-of-statistical-learning-data-mining-inference-and-prediction/)
- [A Bayesian Method for the Induction of Probabilistic Networks from Data](https://scholariq.org/papers/a-bayesian-method-for-the-induction-of-probabilistic-networks-from-data/)
- [A global averaging method for dynamic time warping, with applications to clustering](https://scholariq.org/papers/a-global-averaging-method-for-dynamic-time-warping-with-applications-to/)
- [A reference model for learning analytics](https://scholariq.org/papers/a-reference-model-for-learning-analytics/)
- [Statistical Dependency Analysis with Support Vector Machines](https://scholariq.org/papers/statistical-dependency-analysis-with-support-vector-machines/)
- [Cubic splines to model relationships between continuous variables and outcomes: a guide for clinicians](https://scholariq.org/papers/cubic-splines-to-model-relationships-between-continuous-variables-and-outcomes-a/)
- [Learning to construct knowledge bases from the World Wide Web](https://scholariq.org/papers/learning-to-construct-knowledge-bases-from-the-world-wide-web/)
- [Machine Learning Methods to Predict Diabetes Complications](https://scholariq.org/papers/machine-learning-methods-to-predict-diabetes-complications/)
- [Optimization Based Data Mining: Theory and Applications](https://scholariq.org/papers/optimization-based-data-mining-theory-and-applications/)
- [A Taxonomy of Dirty Data](https://scholariq.org/papers/a-taxonomy-of-dirty-data/)
- [Data Mining of User Navigation Patterns](https://scholariq.org/papers/data-mining-of-user-navigation-patterns/)
- [Vertical bagging decision trees model for credit scoring](https://scholariq.org/papers/vertical-bagging-decision-trees-model-for-credit-scoring/)
- [An incident information management framework based on data integration, data mining, and multi-criteria decision making](https://scholariq.org/papers/an-incident-information-management-framework-based-on-data-integration-data/)
- [Thyroid Disease Prediction Using Machine Learning Approaches](https://scholariq.org/papers/thyroid-disease-prediction-using-machine-learning-approaches/)
- [Discovering Knowledge from Fuzzy Concept Lattice](https://scholariq.org/papers/discovering-knowledge-from-fuzzy-concept-lattice/)

## Topic primary papers

- [The Elements of Statistical Learning: Data Mining, Inference, and Prediction](https://scholariq.org/papers/the-elements-of-statistical-learning-data-mining-inference-and-prediction/)
- [An incident information management framework based on data integration, data mining, and multi-criteria decision making](https://scholariq.org/papers/an-incident-information-management-framework-based-on-data-integration-data/)
- [Discovering Knowledge from Fuzzy Concept Lattice](https://scholariq.org/papers/discovering-knowledge-from-fuzzy-concept-lattice/)
- [Frequent closed itemset based algorithms](https://scholariq.org/papers/frequent-closed-itemset-based-algorithms/)
- [Mining association rules in hypertext databases](https://scholariq.org/papers/mining-association-rules-in-hypertext-databases/)
- [Dynamic Association Rule Mining using Genetic Algorithms](https://scholariq.org/papers/dynamic-association-rule-mining-using-genetic-algorithms/)
- [Diagnosis of Breast Cancer Pathology on the Wisconsin Dataset with the Help of Data Mining Classification and Clustering Techniques](https://scholariq.org/papers/diagnosis-of-breast-cancer-pathology-on-the-wisconsin-dataset-with-the-help-of/)
- [Association rule mining using swarm intelligence and domain ontology](https://scholariq.org/papers/association-rule-mining-using-swarm-intelligence-and-domain-ontology/)
- [An algorithm of apriori based on medical big data and cloud computing](https://scholariq.org/papers/an-algorithm-of-apriori-based-on-medical-big-data-and-cloud-computing/)
- [WITHDRAWN: Implementation of Grafana as open source visualization and query processing platform for data scientists and researchers](https://scholariq.org/papers/withdrawn-implementation-of-grafana-as-open-source-visualization-and-query/)
- [A framework for distributed data mining heterogeneous classifier](https://scholariq.org/papers/a-framework-for-distributed-data-mining-heterogeneous-classifier/)
- [The Application of Data Mining for Direct Marketing](https://scholariq.org/papers/the-application-of-data-mining-for-direct-marketing/)
- [Using Machine Learning Algorithms to Suggest a Method for Predictive Analysis in Data Mining](https://scholariq.org/papers/using-machine-learning-algorithms-to-suggest-a-method-for-predictive-analysis-in/)
- [SQ-FMFO: A Novel Scalarized Multi-objective Q-Learning Approach for Fuzzy Membership Function Optimization](https://scholariq.org/papers/sq-fmfo-a-novel-scalarized-multi-objective-q-learning-approach-for-fuzzy/)
- [Introdução à Estatística no software R](https://scholariq.org/papers/introducao-a-estatistica-no-software-r/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.