Related Words
This tool helps you find words that are related to a specific word or phrase. Also check out ReverseDictionary.org and DescribingWords.io.
Words Related to dimensionality reduction
Below is a list of words related to dimensionality reduction. You can click words for definitions. Sorry if there's a few unusual suggestions! The algorithm isn't perfect, but it does a pretty good job for common-ish words. Here's the list of words that are related to dimensionality reduction:
- curse of dimensionality
- feature selection
- feature extraction
- principal component analysis
- bioinformatics
- non-negative matrix factorization
- isomap
- neuroinformatics
- tensor
- intrinsic dimension
- sparse matrix
- covariance
- signal processing
- matrix
- speech recognition
- noise reduction
- data visualization
- cluster analysis
- information gain in decision trees
- data analysis
- regression analysis
- statistical classification
- high-dimensional space
- nonlinear dimensionality reduction
- multilinear subspace learning
- correlation and dependence
- eigenvalue, eigenvector and eigenspace
- digital image processing
- autoencoder
- methods of detecting exoplanets
- circumstellar disks
- kernel trick
- backpropagation
- kernel pca
- manifold learning
- feature
- embedding
- neuroscience
- locally linear embedding
- semidefinite programming
- maximum variance unfolding
- multidimensional scaling
- diffusion map
- t-distributed stochastic neighbor embedding
- neural network
- restricted boltzmann machine
- support vector machine
- uniform manifold approximation and projection
- locally connected
- riemannian manifold
- riemannian metric
- k-nearest neighbors algorithm
- linear discriminant analysis
- canonical correlation analysis
- machine learning
- time series
- locality sensitive hashing
- random projection
- vldb conference
- maximally informative dimensions
- mutual information
Popular Searches
Words Related to dimensionality reduction
As you've probably noticed, words related to "dimensionality reduction" are listed above. Hopefully the generated list of term related words above suit your needs.
P.S. There are some problems that I'm aware of, but can't currently fix (because they are out of the scope of this project). The main one is that individual words can have many different senses (meanings), so when you search for a word like mean, the engine doesn't know which definition you're referring to ("bullies are mean" vs. "what do you mean?", etc.), so consider that your search query for words like term may be a bit ambiguous to the engine in that sense, and the related terms that are returned may reflect this. You might also be wondering: What type of word is ~term~?
Also check out dimensionality reduction words on relatedwords.io for another source of associations.
Related Words
Related Words runs on several different algorithms which compete to get their results higher in the list. One such algorithm uses word embedding to convert words into many dimensional vectors which represent their meanings. The vectors of the words in your query are compared to a huge database of of pre-computed vectors to find similar words. Another algorithm crawls through Concept Net to find words which have some meaningful relationship with your query. These algorithms, and several more, are what allows Related Words to give you... related words - rather than just direct synonyms.
As well as finding words related to other words, you can enter phrases and it should give you related words and phrases, so long as the phrase/sentence you entered isn't too long. You will probably get some weird results every now and then - that's just the nature of the engine in its current state.
Special thanks to the contributors of the open-source code that was used to bring you this list of dimensionality reduction themed words: @Planeshifter, @HubSpot, Concept Net, WordNet, and @mongodb.
There is still lots of work to be done to get this to give consistently good results, but I think it's at the stage where it could be useful to people, which is why I released it.
Please note that Related Words uses third party scripts (such as Google Analytics and advertisements) which use cookies. To learn more, see the privacy policy.
