Questions tagged [fuzzy-classification]

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Fuzzy Classification in NLP

Is it possible to use use fuzzy classification models such as fknn, fsvm in nlp? I mean I've seen people use K-nn, SVM over textual feature datas extracted from twitter/reddit api to detect emotions ...
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How to use Fuzzy Topic Model as a Classification Model Input

I have fuzzy clustering for Topic modelling and got this . There are all total 50 topics[0 to 49] and each topic consists 30 words with a probability multiplicative factor. Now how do I make it as a ...
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Line items matching with PO

How can I match two products from an unstructured invoice (in .pdf format) with the PO (purchase order)? How to deal with the cases when there are differences between what's in the invoice and what's ...
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Classification with Fuzzy Class Labels

I am currently involved in a project involving fuzzy class labels. To be clear, whereas classes are discrete and mutually exclusive in a typical binary classification task, the classes I am working ...
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How to process word similarity and categorize a group of words to a single word

Am new in this area and have been searching for some time only to find multiple different possible approaches but nothing concrete. If I have a wordlist of say; ...
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Fuzzy C-means clustering on line graph data

Hi I'm trying to do a fuzzy c-means clustering on data that can be represented as line graphs(hourly electrical load profiles). I understand that I will cluster on each hour and to the next hour and ...
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Measure of Separation for fuzzy clustering

Is there a measure of separation such as the Sillohete score for fuzzy clustering? I understand the logic for Hard-clustering algorithms but not sure about fuzzy. Is there a Python package for that ...
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29 views

How can I cluster 3-dimensional data?

For a project in my data mining class, I am to perform fuzzy-c means clustering on a data set, where each data point has 3 axes.I'm not exactly sure how I would do so, especially given the clustering ...
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1 answer
25 views

partial numerical array - pattern matching

I have a linear numerical array source and I want to find/match test array as pattern : ...
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2 answers
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What's the difference between multi label classification and fuzzy classification?

Is it just the between academics and practitioners in term usage? Or is theoretical difference of how we consider each sample: as belonging to multiple classes at once or to one fuzzy class? Or ...
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FUZZY ARTMAP for continuous data [closed]

I was going through an IEEE research paper which has used Fuzzy ARTMAP for predicting the price of electricity given some highly correlated data. As per my basic understanding about Fuzzy ARTMAP, it ...