专题:Data Mining Algorithms and Applications

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.
最新文献
Feature Selection Using SHAP

article Full Text OpenAlex

An efficient stochastic process discovery framework based on optimization

article Full Text OpenAlex

AGIS: Fast Approximate Graph Pattern Mining with Structure-Informed Sampling

article Full Text OpenAlex

Alert-Driven Pattern Mining in Large-Scale Road Traffic Management

article Full Text OpenAlex

A Review of Query Optimization Techniques: From Traditional to Reinforcement Learning Approaches

article Full Text OpenAlex

A noise-robust feature selection using KNN and weighted fuzzy rough sets for imbalanced multi-scale data

article Full Text OpenAlex

Blackwell-Monotone Updating Rules

article Full Text OpenAlex

A flexible novel extended lomax model for capturing complex patterns in engineering data sets

article Full Text OpenAlex

SCALABLE DECENTRALIZED SYSTEMS BASED ON DISTRIBUTED DATA STORAGE

article Full Text OpenAlex

Multi-objective WOA based on dynamic multiple leader selection strategies for feature selection

article Full Text OpenAlex

近5年高被引文献
Random forests

dataset Full Text OpenAlex 2708 FWCI0

K-means clustering algorithms: A comprehensive review, variants analysis, and advances in the era of big data

article Full Text OpenAlex 1939 FWCI237.0875

IEEE Transactions on Knowledge and Data Engineering

paratext Full Text OpenAlex 1682 FWCI0

E-Commerce Promotional Products Selection Using SWARA and TOPSIS

article Full Text OpenAlex 1547 FWCI710.4861

Using clusterProfiler to characterize multiomics data

review Full Text OpenAlex 1065 FWCI771.4185

Spatial Data Science

book Full Text OpenAlex 980 FWCI419.521

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining

paratext Full Text OpenAlex 685 FWCI0

Proceedings of the 55th Annual ACM Symposium on Theory of Computing

paratext Full Text OpenAlex 590 FWCI0

Random Forest Algorithm Overview

article Full Text OpenAlex 506 FWCI367.2039

An improved random forest based on the classification accuracy and correlation measurement of decision trees

article Full Text OpenAlex 472 FWCI92.2596