Results 21 to 30 of about 8,969 (257)
International Journal of Information Management Data Insights, 2022 One of the challenging tasks in text classification is to reduce the dimensional feature space. This paper discusses an enhanced text classification method using Bag-of-Words representation model with term frequency-inverse document frequency (tf-idf ...
Ksh. Nareshkumar Singh +3 more
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Categorization of Unorganized Text Corpora for better Domain-Specific Language Modeling
Advances in Electrical and Electronic Engineering, 2013 This paper describes the process of categorization of unorganized text data gathered from the Internet to the in-domain and out-of-domain data for better domain-specific language modeling and speech recognition.
Jan Stas +3 more
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A New Term Frequency with Gaussian Technique for Text Classification and Sentiment Analysis
Journal of ICT Research and Applications, 2021 This paper proposes a new term frequency with a Gaussian technique (TF-G) to classify the risk of suicide from Thai clinical notes and to perform sentiment analysis based on Thai customer reviews and English tweets of travelers that use US airline ...
Vuttichai Vichianchai +1 more
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Investigating sentence weighting components for automatic summarisation [PDF]
, 2006 The work described here initially formed part of a triangulation exercise to establish the effectiveness of the Query Term Order algorithm. The methodology produced subsequently proved to be a reliable indicator of quality for summarising English web ...
Tait, John +3 more
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Classification of Hadith According to Its Content Based on Supervised Learning Algorithms
IEEE Access, 2019 Given the importance of the Prophet’s Hadith for Muslims all over the world, where it is the second source of Islam after the Qur’an and the fundamental resource of legislation in the Islam community.
Hammam M. Abdelaal +2 more
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Optimizing Document Retrieval by Measurement Resemblance Between Semantic Word Methods
วารสารวิทยาการสารสนเทศและเทคโนโลยีประยุกต์, 2020 The aims of article to present the method for measuring semantic similarity between words. Data test are documents in the computer domain from ThaiLIS : Thai Library Integration System 50 documents and prepare a Dublin Core metadata for documentation ...
Kamonwan Ratchatawetchakul +3 more
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Term Weighting Using Term Dependence
International Journal of Computer Applications, 2010 Performance of an information retrieval system depends on its weighting scheme. Weighting of a term can be seen in two aspects, local and global. For each type of weighting scheme, generally, single terms are considered. Term dependency is quite natural in a document. Word pairs or phrases can better describe a document in place of single terms. In the
Raj Kishor Bisht +2 more
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Invariants, Patterns and Weights for Ordering Terms
Journal of Symbolic Computation, 2000 zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Ursula Martin, Duncan Shand
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Cluster Based Term Weighting Model for Web Document Clustering [PDF]
, 2014 The term weight is based on the frequency with which the term appears in that document. The term weighting scheme measures the importance of a term with respect to a document and a collection.
Mamatha, M. +5 more
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Long-term weight loss maintenance [PDF]
The American Journal of Clinical Nutrition, 2005 There is a general perception that almost no one succeeds in long-term maintenance of weight loss. However, research has shown that approximately 20% of overweight individuals are successful at long-term weight loss when defined as losing at least 10% of initial body weight and maintaining the loss for at least 1 y. The National Weight Control Registry
Rena R, Wing, Suzanne, Phelan
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