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02/05/2020
Forecasting Industrial Aging Processes with Machine Learning Methods
By accurately predicting industrial aging processes (IAPs), it is possib...
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01/22/2019
The autofeat Python Library for Automatic Feature Engineering and Selection
This paper describes the autofeat Python library, which provides a sciki...
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01/10/2019
Automating the search for a patent's prior art with a full text similarity search
More than ever, technical inventions are the symbol of our society's adv...
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08/16/2018
The DALPHI annotation framework & how its pre-annotations can improve annotator efficiency
Producing the required amounts of training data for machine learning and...
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07/18/2017
Discovering topics in text datasets by visualizing relevant words
When dealing with large collections of documents, it is imperative to qu...
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07/17/2017
Exploring text datasets by visualizing relevant words
When working with a new dataset, it is important to first explore and fa...
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06/08/2017
Context encoders as a simple but powerful extension of word2vec
With a simple architecture and the ability to learn meaningful word embe...
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02/06/2017
Learning similarity preserving representations with neural similarity encoders
Many dimensionality reduction or manifold learning algorithms optimize f...
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12/23/2016
"What is Relevant in a Text Document?": An Interpretable Machine Learning Approach
Text documents can be described by a number of abstract concepts such as...
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06/23/2016