rough-sets

There are 0 repository under rough-sets topic.

• awojna / Rseslib

  Rough set and machine learning data structures, algorithms and tools, including algorithms for discernibility matrix, reducts, decision rules, classification (RoughSet, KNN, RIONIDA, AQ15, C4.5, SVM, NeuralNetwork and many others), discretization (1R, Entropy Minimization, ChiMerge, MD), and tool for interactive and explainable machine learning.

  rough-setsdecision-reductsdiscernibility-matrixknninteractive-machine-learningexplainable-mlimbalanced-datamachine-learning
  Language:Java 15

• soumenca / An-Efficient-Gaussian-Kernel-Based-Fuzzy-Rough-Set-Approach-for-Feature-Selection

  An Efficient Gaussian Kernel Based Fuzzy-Rough Set Approach for Feature Selection

  rough-setsfeature-selectionreductfuzzy-setsfuzzy-rough-setdimensionality-reductiondimension-reductionmachine-learningdata-sciencedata-analyticsgaussian-kernelhybrid-decision-systems
  Language:R 10

• Keycatowo / rough-set

  Rough Set Python Package is a Python library that provides a set of tools to calculate rough sets and obtain reduct rules.

  data-sciencefeature-selectionpythonrough-setsrough-sets-theoryroughsets
  Language:Python 9

• wschella / python-fuzzy-roughsets

  A small demo Python implementation of some (fuzzy) roughset algorithms such as LEM2

  fuzzyrough-setsfuzzy-rough-setrule-inductionlem2fuzzy-lemclassifier
  Language:Python 7

• nrough / framework

  NRough - Rough Sets and Machine Learning Framework in .NET

  rough-setsc-sharpdot-netmachine-learningdecision-treesdecision-reductsalgorithm
  Language:Scilab 3

• dstarrago / meta-learning

  Meta learning framework based on rough set measures

  data-complexitymachine-learningmeta-learningrough-sets
  Language:Java 2

• Taarak9 / Rough-Computing

  Implementation of Rough Computing concepts

  rough-setsapproximationdiscernibility-matrixreductcore
  Language:Python 2

• zeinebchelly / Sp-RST

  Distributed Rough Set Theory for Feature Selection

  feature-selectionuncertainty-analysisrough-setssparkscala
  Language:Scala 2

• aminzadenoori / hybrid-fuzzy-rough-rule-induction-and-feature-selection

  Implementation of Hybrid fuzzy-rough Rule induction and feature selection paper 2009 by Richard Jensen

  fuzzy-logicrough-setsclassificationpaperwine-dataset
  Language:Java 1

• dstarrago / data-sculptor

  Artificial data set generator for machine learning purpose

  delphimachine-learningdata-miningdata-analysisdataset-generationrough-setsinformation-theorydata-metrics
  Language:Pascal 1

• dstarrago / fuzzy_rough_classifiers

  Framework for developing fuzzy and fuzzy-rough classification models for multiple instance data

  class-imbalanceclassification-algorithmfuzzy-setsmachine-learningmultiple-instance-learningrough-setsweka
  Language:Java 1

• dstarrago / rough-sets

  Rough set class library for machine learning

  data-complexitymachine-learningmeta-learningrough-sets
  Language:Java 1

• m-mehedihasan / Transaction-accountant

  An accountant for transactional data

  accountingrough-setstransaction
  Language:JavaScript 1

• volkanpaksoy / VP.MachineLearning.RoughSets

  machine-learning-algorithmsrough-sets
  Language:Java 1

• 7asim / Skin-cancer-diagnosis-using-AI

  A skin cancer diagnosis system using CNN and LSTM analyzes sequential images of skin lesions. This combines image analysis with temporal data, aiding in early detection and monitoring of skin conditions.

  aicnnimage-classificationimage-processinglstm-neural-networksmachine-learningrough-sets
  Language:Python 0

• goz1985 / RST-ARM-GLM_-Research

  Work on combining Logit model with an information granulation method for better interpretability

  bagging-ensembleboosting-ensembleglminterpretability-and-explainabilityrough-sets
  Language:R 0

• LAPIS-UDESC / latinScience

  Implementation of "Applying FOSS Support Vector Machine and Rough Sets on COVID-19 Cases Triage"

  covid-19rough-setsscikit-learnsvm-classifier
  Language:Jupyter Notebook 0

• nrough / nrough.github.io

  NRough - Rough Sets and Machine Learning Framework in .NET

  rough-setsdot-netmachine-learning
  Language:CSS 0

• OMElzeki / WHSE

  The need for missing value imputation is of extreme importance in big data applications as data volumes tend to grow exponentially and their data structures change rapidly.

  missing-valuesclassificationinformation-gainrough-setsimputation-algorithm
  Language:Python 0

• JeffreySarnoff / RemarkableFloats.jl

  Floats may be unmarked, marked or remarked without slowing computations.

  enhancedfloating-pointjuliamultistaterough-sets
  Language:Julia

• lucianowayand / sci-kit

  Implementação da biblioteca Scikit-Learn para uso de aprendizado de máquina

  python3rough-setssci-kit-learn
  Language:Jupyter Notebook