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A survey on text classification and its applications

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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DXplain
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DXplain. An evolving diagnostic decision-support system
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Indexing by latent semantic analysis
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The Nature of Statistical Learning Theory
inferredcites →https://doi.org/10.1007/978-3-319-49586-6_59openalex-snapshot
Sentiment Analysis for Depression Detection on Social Networks
inferredcites →https://doi.org/10.1007/978-3-540-24752-4_14openalex-snapshot
Complex Linguistic Features for Text Classification: A Comprehensive Study
inferredcites →https://doi.org/10.1007/978-3-540-48061-7_16openalex-snapshot
A Rough Set-Based Approach to Text Classification
inferredcites →https://doi.org/10.1007/978-3-642-20841-6_30openalex-snapshot
Pattern Mining for a Two-Stage Information Filtering System
inferredcites →https://doi.org/10.1007/bfb0026683openalex-snapshot
Text categorization with Support Vector Machines: Learning with many relevant features
inferredcites →https://doi.org/10.1016/0306-4573(88)90021-0openalex-snapshot
Term-weighting approaches in automatic text retrieval
inferredcites →https://doi.org/10.1016/j.eswa.2008.06.054openalex-snapshot
Feature selection for text classification with Naïve Bayes
inferredcites →https://doi.org/10.1016/j.jbi.2015.08.013openalex-snapshot
Identifying adverse drug event information in clinical notes with distributional semantic representations of context
inferredcites →https://doi.org/10.1016/j.knosys.2016.04.022openalex-snapshot
Decision support systems for adoption in dental clinics: A survey
inferredcites →https://doi.org/10.1016/j.knosys.2016.10.003openalex-snapshot
A survey of the applications of text mining in financial domain
inferredcites →https://doi.org/10.1016/j.patrec.2010.05.005openalex-snapshot
Text classification with the support of pruned dependency patterns
inferredcites →https://doi.org/10.1023/a:1007649029923openalex-snapshot
BoosTexter: A Boosting-based System for Text Categorization
inferredcites →https://doi.org/10.1023/a:1009982220290openalex-snapshot
An Evaluation of Statistical Approaches to Text Categorization
inferredcites →https://doi.org/10.1023/a:1025554732352openalex-snapshot
A Comparison of Word- and Sense-Based Text Categorization Using Several Classification Algorithms
inferredcites →https://doi.org/10.1038/nature14539openalex-snapshot
Deep learning
inferredcites →https://doi.org/10.1093/bioinformatics/btm115openalex-snapshot
SherLoc: high-accuracy prediction of protein subcellular localization by integrating text and protein sequence data
inferredcites →https://doi.org/10.1109/5.726791openalex-snapshot
Gradient-based learning applied to document recognition
inferredcites →https://doi.org/10.1109/cscwd.2013.6581022openalex-snapshot
Sentiment analysis on tweets for social events
inferredcites →https://doi.org/10.1109/cscwd.2016.7565984openalex-snapshot
NSSSD: A new semantic hierarchical storage for sensor data
inferredcites →https://doi.org/10.1109/dexa.2004.1333442openalex-snapshot
A comparative evaluation of term weighting methods for information filtering
inferredcites →https://doi.org/10.1109/dsaa.2014.7058104openalex-snapshot
Centroid Training to achieve effective text classification
inferredcites →https://doi.org/10.1109/hicss.2007.570openalex-snapshot
Towards Context-Sensitive Domain Ontology Extraction
inferredcites →https://doi.org/10.1109/icde.2006.158openalex-snapshot
Text Classification Improved through Automatically Extracted Sequences
inferredcites →https://doi.org/10.1109/icdm.2003.1250918openalex-snapshot
Building text classifiers using positive and unlabeled examples
inferredcites →https://doi.org/10.1109/icdm.2006.50openalex-snapshot
Deploying Approaches for Pattern Refinement in Text Mining
inferredcites →https://doi.org/10.1109/icdm.2007.18openalex-snapshot
Document Transformation for Multi-label Feature Selection in Text Categorization
inferredcites →https://doi.org/10.1109/tkde.2006.16openalex-snapshot
Text classification without negative examples revisit
inferredcites →https://doi.org/10.1109/tkde.2008.166openalex-snapshot
Distributional Features for Text Categorization
inferredcites →https://doi.org/10.1109/tkde.2013.39openalex-snapshot
A Review on Multi-Label Learning Algorithms
inferredcites →https://doi.org/10.1109/tkde.2014.2384497openalex-snapshot
Pattern-based Topics for Document Modelling in Information Filtering
inferredcites →https://doi.org/10.1109/tkde.2017.2681671openalex-snapshot
Enhancing Binary Classification by Modeling Uncertain Boundary in Three-Way Decisions
inferredcites →https://doi.org/10.1109/tpami.2008.110openalex-snapshot
Supervised and Traditional Term Weighting Methods for Automatic Text Categorization
inferredcites →https://doi.org/10.1109/wi-iat.2013.190openalex-snapshot
Rough Set Based Approach to Text Classification
inferredcites →https://doi.org/10.1142/9789812776136_0058openalex-snapshot
EPILOC: A (WORKING) TEXT-BASED SYSTEM FOR PREDICTING PROTEIN SUBCELLULAR LOCATION
inferredcites →https://doi.org/10.1145/1102351.1102445openalex-snapshot
Learning hierarchical multi-category text classification models
inferredcites →https://doi.org/10.1145/125187.125189openalex-snapshot
A probabilistic learning approach for document indexing
inferredcites →https://doi.org/10.1145/133160.133172openalex-snapshot
An evaluation of phrasal and clustered representations on a text categorization task
inferredcites →https://doi.org/10.1145/1401890.1401958openalex-snapshot
Classification with partial labels
inferredcites →https://doi.org/10.1145/1458082.1458218openalex-snapshot
A two-stage text mining model for information filtering
inferredcites →https://doi.org/10.1145/183422.183424openalex-snapshot
An example-based mapping method for text categorization and retrieval
inferredcites →https://doi.org/10.1145/1835804.1835900openalex-snapshot
Mining positive and negative patterns for relevance feature discovery
inferredcites →https://doi.org/10.1145/1835804.1835950openalex-snapshot
Unsupervised transfer classification
inferredcites →https://doi.org/10.1145/1871437.1871639openalex-snapshot
Rough sets based reasoning and pattern mining for a two-stage information filtering system
inferredcites →https://doi.org/10.1145/2020408.2020449openalex-snapshot
High-precision phrase-based document classification on a modern scale
inferredcites →https://doi.org/10.1145/215206.215365openalex-snapshot
A comparison of classifiers and document representations for the routing problem
inferredcites →https://doi.org/10.1145/219717.219748openalex-snapshot
WordNet
inferredcites →https://doi.org/10.1145/243199.243277openalex-snapshot
Training algorithms for linear text classifiers
inferredcites →https://doi.org/10.1145/243199.243278openalex-snapshot
Context-sensitive learning methods for text categorization
inferredcites →https://doi.org/10.1145/2487575.2487644openalex-snapshot
Recursive regularization for large-scale classification with hierarchical and graphical dependencies
inferredcites →https://doi.org/10.1145/258525.258537openalex-snapshot
Feature selection, perception learning, and a usability case study for text categorization
inferredcites →https://doi.org/10.1145/2629585openalex-snapshot
Hierarchical Bayesian Inference and Recursive Regularization for Large-Scale Classification
inferredcites →https://doi.org/10.1145/306686.306688openalex-snapshot
Context-sensitive learning methods for text categorization
inferredcites →https://doi.org/10.1145/3077136.3080834openalex-snapshot
Deep Learning for Extreme Multi-label Text Classification
inferredcites →https://doi.org/10.1145/3106426.3106459openalex-snapshot
Coupling topic modelling in opinion mining for social media analysis
inferredcites →https://doi.org/10.1145/3178876.3186005openalex-snapshot
Large-Scale Hierarchical Text Classification with Recursively Regularized Deep Graph-CNN
inferredcites →https://doi.org/10.1145/383952.384012openalex-snapshot
Maximum likelihood estimation for filtering thresholds
inferredcites →https://doi.org/10.1145/505282.505283openalex-snapshot
Machine learning in automated text categorization
inferredcites →https://doi.org/10.1145/57167.57214openalex-snapshot
Using latent semantic analysis to improve access to textual information
inferredcites →https://doi.org/10.1162/neco.1989.1.4.541openalex-snapshot
Backpropagation Applied to Handwritten Zip Code Recognition
inferredcites →https://doi.org/10.1186/1471-2105-10-129openalex-snapshot
Improving classification in protein structure databases using text mining
inferredcites →https://doi.org/10.1186/gb-2004-5-6-r43openalex-snapshot
TXTGate: profiling gene groups with text-based information
inferredcites →https://doi.org/10.1609/aaai.v29i1.9513openalex-snapshot
Recurrent Convolutional Neural Networks for Text Classification
inferredcites →https://doi.org/10.1609/aaai.v33i01.33016826openalex-snapshot
Weakly-Supervised Hierarchical Text Classification
inferredcites →https://doi.org/10.18653/v1/d15-1167openalex-snapshot
Document Modeling with Gated Recurrent Neural Network for Sentiment Classification
inferredcites →https://doi.org/10.18653/v1/d15-1278openalex-snapshot
When Are Tree Structures Necessary for Deep Learning of Representations?
inferredcites →https://doi.org/10.18653/v1/n16-1174openalex-snapshot
Hierarchical Attention Networks for Document Classification
inferredcites →https://doi.org/10.3115/1118693.1118704openalex-snapshot
Thumbs up?
inferredcites →https://doi.org/10.3115/1609067.1609131openalex-snapshot
Syntactic and semantic kernels for short text pair categorization
inferredcites →https://doi.org/10.3115/v1/d14-1181openalex-snapshot
Convolutional Neural Networks for Sentence Classification
inferredcites →https://doi.org/10.3233/wia-2010-0189openalex-snapshot
A knowledge-based model using ontologies for personalized web information gathering
inferredcites →https://doi.org/10.4018/jdwm.2007070101openalex-snapshot
Multi-Label Classification
inferredcites →https://doi.org/10.4249/scholarpedia.4242openalex-snapshot
Text categorization
inferredcites →https://doi.org/10.5555/944919.944966openalex-snapshot
A neural probabilistic language model

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Incoming claims: where this work appears in other papers’ reference lists and arguments.

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An Interpretable Hybrid Method for Uzbek News Classification with Named Entity Recognition
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NewsNet: A Comprehensive Neural Network Hybrid Model for Efficient Bangla News Categorization
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A Study on Text Feature Selection Using Ant Colony and Grey Wolf Optimization
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Short Text Classification of Chinese with Label Information Assisting
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Feature selection based on chi-square and ant colony optimization for multi-label classification
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JSON document clustering based on schema embeddings
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Real-Time Discussion Transition and Main Theme Analyses for Teacher Support
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Comparison analysis of Bangla news articles classification using support vector machine and logistic regression
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Automated Categorization of Research Papers with MONO Supervised Term Weighting in RECApp
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Bag-of-Words vs. Graph vs. Sequence in Text Classification: Questioning the Necessity of Text-Graphs and the Surprising Strength of a Wide MLP
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