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OpenAlex topic

Text and Document Classification Technologies

This page lists works and academicians tagged with an OpenAlex topic. It is not a YÖKSİS primary or secondary field.

OpenAlex 1,268 works 59 author topics

Works

1,268 works

  1. The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation 2020
    YÖKSİS SJR Q4 OpenAlex top 1% OpenAlex 100.0%

    Abstract Background To evaluate binary classifications and their confusion matrices, scientific researchers can employ several statistical rates, accordingly to the goal of the experiment they are investigating. Despite being a crucial issue in machine learning, no widespread consensus has been reached on a unified el…

  2. The impact of preprocessing on text classification 2014
    YÖKSİS SJR Q1 JCR Q2 OpenAlex top 1% OpenAlex 99.3%

    No abstract yet.

  3. Ensemble of keyword extraction methods and classifiers in text classification 2016
    YÖKSİS SJR Q1 JCR Q1 OpenAlex top 1% OpenAlex 99.8%

    No abstract yet.

  4. Ensemble of keyword extraction methods and classifiers in text classification 2016
    YÖKSİS SJR Q1 JCR Q1 OpenAlex top 1% OpenAlex 99.8%

    No abstract yet.

  5. A two stage feature selection method for text categorization by using information gain principal component analysis and genetic algorithm 2011
    YÖKSİS SJR Q1 JCR Q1 OpenAlex top 1% OpenAlex 99.7%

    No abstract yet.

  6. A feature selection model based on genetic rank aggregation for text sentiment classification 2017
    YÖKSİS SJR Q1 JCR Q2 OpenAlex top 1% OpenAlex 99.2%

    Sentiment analysis is an important research direction of natural language processing, text mining and web mining which aims to extract subjective information in source materials. The main challenge encountered in machine learning method-based sentiment classification is the abundant amount of data available. This amou…

  7. Learning on the border 2007
    OpenAlex top 10% OpenAlex 98.6%

    This paper is concerned with the class imbalance problem which has been known to hinder the learning performance of classification algorithms. The problem occurs when there are significantly less number of observations of the target concept. Various real-world classification tasks, such as medical diagnosis, text cate…

  8. A multiobjective weighted voting ensemble classifier based on differential evolution algorithm for text sentiment classification 2016
    YÖKSİS SJR Q1 JCR Q1 OpenAlex top 1% OpenAlex 99.7%

    No abstract yet.

  9. A multiobjective weighted voting ensemble classifier based on differential evolution algorithm for text sentiment classification 2016
    YÖKSİS SJR Q1 JCR Q1 OpenAlex top 1% OpenAlex 99.7%

    No abstract yet.

  10. A novel probabilistic feature selection method for text classification 2012
    YÖKSİS SJR Q1 JCR Q1 OpenAlex top 1% OpenAlex 99.1%

    No abstract yet.

  11. A novel probabilistic feature selection method for text classification 2012
    YÖKSİS SJR Q1 JCR Q1 OpenAlex top 1% OpenAlex 99.1%

    No abstract yet.

  12. A hybrid ensemble pruning approach based on consensus clustering and multi-objective evolutionary algorithm for sentiment classification 2017
    YÖKSİS SJR Q1 JCR Q1 OpenAlex top 10% OpenAlex 98.1%

    No abstract yet.

Academicians

59 academicians