Sampling scheme-based classification rule mining method using decision tree in big data environment

Multi-GPU approach to global induction of classification trees for large-scale data mining

(2021) Krzysztof Jurczuk et al.   APPLIED INTELLIGENCE

Chi-MFlexDT:Chi-square-based multi flexible fuzzy decision tree for data stream classification

(2021) Farnaz Mahan et al.   APPLIED SOFT COMPUTING

Evolutionary algorithms and decision trees for predicting poor outcome after endovascular treatment for acute ischemic stroke

(2021) N. Kappelhof et al.   COMPUTERS IN BIOLOGY AND MEDICINE

A hybrid scheme-based one-vs-all decision trees for multi-class classification tasks

(2020) Jianjian Yan et al.   KNOWLEDGE-BASED SYSTEMS

Decision tree-based classification of multiple operating conditions for power system voltage stability assessment

(2020) Luigi Vanfretti et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Rule-based knowledge discovery of satellite imagery using evolutionary classification tree

(2020) Li-Chuan Lien et al.   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

On the computational complexity of Dempster’s Rule of combination, a parallel computing approach

(2020) Mohammed Benalla et al.   Journal of Computational Science

Improved flood susceptibility mapping using a best first decision tree integrated with ensemble learning techniques

(2020) Binh Thai Pham et al.   Geoscience Frontiers

An improved Id3 algorithm for medical data classification

(2018) Shuo Yang et al.   COMPUTERS & ELECTRICAL ENGINEERING

A system for hardware aided decision tree ensemble evolution

(2018) R. Struharik et al.   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

A ranking-based feature selection approach for handwritten character recognition

(2018) Nicole Dalia Cilia et al.   PATTERN RECOGNITION LETTERS

Splitting criteria for classification problems with multi-valued attributes and large number of classes

(2018) Eduardo Sany Laber et al.   PATTERN RECOGNITION LETTERS

An effective feature selection method for web spam detection

(2018) Faeze Asdaghi et al.   KNOWLEDGE-BASED SYSTEMS

MapReduce-based adaptive random forest algorithm for multi-label classification

(2018) Qinghua Wu et al.   NEURAL COMPUTING & APPLICATIONS

A Cross-Domain Recommender System With Kernel-Induced Knowledge Transfer for Overlapping Entities

(2018) Qian Zhang et al.   IEEE Transactions on Neural Networks and Learning Systems

Spare parts classification in industrial manufacturing using the dominance-based rough set approach

(2017) Qiwei Hu et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

A boosted decision tree approach using Bayesian hyper-parameter optimization for credit scoring

(2017) Yufei Xia et al.   EXPERT SYSTEMS WITH APPLICATIONS

Extraction and optimization of classification rules for temporal sequences: Application to hospital data

(2017) M. Vandromme et al.   KNOWLEDGE-BASED SYSTEMS

A computational intelligence technique for the effective diagnosis of diabetic patients using principal component analysis (PCA) and modified fuzzy SLIQ decision tree approach

(2016) V.S.R.P. Varma Kamadi et al.   APPLIED SOFT COMPUTING

A MapReduce solution for associative classification of big data

(2016) Alessio Bechini et al.   INFORMATION SCIENCES

A MapReduce Approach to Address Big Data Classification Problems Based on the Fusion of Linguistic Fuzzy Rules

(2015) Sara del Río et al.   International Journal of Computational Intelligence Systems

Mining unexpected patterns using decision trees and interestingness measures: a case study of endometriosis

(2015) Ming-Yang Chang et al.   SOFT COMPUTING

A MapReduce Approach to Address Big Data Classification Problems Based on the Fusion of Linguistic Fuzzy Rules

(2015) Sara del Río et al.   International Journal of Computational Intelligence Systems

An interpretable classification rule mining algorithm

(2013) Alberto Cano et al.   INFORMATION SCIENCES

Evolving decision trees with beam search-based initialization and lexicographic multi-objective evaluation

(2013) Márcio P. Basgalupp et al.   INFORMATION SCIENCES

A Survey of Evolutionary Algorithms for Decision-Tree Induction

(2011) Rodrigo Coelho Barros et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND RE

Accelerating data mining workloads: current approaches and future challenges in system architecture design

(2011) Alok N. Choudhary et al.   Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery

Two decades of Ripple Down Rules research

(2009) Debbie Richards   KNOWLEDGE ENGINEERING REVIEW