A hybrid medical text classification framework: integrating attentive rule construction and neural network
The main objective of this work is to improve the quality and transparency of the medical text classification solutions. Conventional text classification methods provide users with only a restricted mechanism (based on frequency) for selecting features. In this paper, a three-stage hybrid method com...
| Main Authors: | Li, Xiang, Cui, Menglin, Li, Jingpeng, Bai, Ruibin, Lu, Zheng, Aickelin, Uwe |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
2021
|
| Subjects: | |
| Online Access: | https://eprints.nottingham.ac.uk/65138/ |
Similar Items
Stylistic atructures: a computational approach to text classification
by: Forsyth, Richard
Published: (1996)
by: Forsyth, Richard
Published: (1996)
Optimising rule-based classification in temporal data
by: Fattah, Polla, et al.
Published: (2016)
by: Fattah, Polla, et al.
Published: (2016)
Deep neural networks for spam classification
by: Kasmani, Mohamed Khizer
Published: (2013)
by: Kasmani, Mohamed Khizer
Published: (2013)
Hybrid texts and historical fiction
by: Nichols, Ian
Published: (2011)
by: Nichols, Ian
Published: (2011)
Computational Approaches for Emotion Detection in Text
by: Binali, Haji, et al.
Published: (2010)
by: Binali, Haji, et al.
Published: (2010)
Polychotomiser for case-based reasoning beyond the traditional Bayesian classification approach
by: Isa, Dino, et al.
Published: (2008)
by: Isa, Dino, et al.
Published: (2008)
Arousal mechanisms, attention and sports performance
by: Kerr, John H.
Published: (1988)
by: Kerr, John H.
Published: (1988)
New Learning Models for Generating Classification Rules Based on Rough Set Approach
by: Al Shalabi, Luai Abdel Lateef
Published: (2000)
by: Al Shalabi, Luai Abdel Lateef
Published: (2000)
Text Categorization Using an Automatically Generated Labelled Dataset: An Evaluation Study
by: Zhu, Dengya, et al.
Published: (2014)
by: Zhu, Dengya, et al.
Published: (2014)
Behavioural and neural correlates of auditory attention
by: Roberts, Katherine Leonie
Published: (2005)
by: Roberts, Katherine Leonie
Published: (2005)
Determining and satisfying search users real needs via socially constructed search concept classification
by: Zhu, Dengya, et al.
Published: (2007)
by: Zhu, Dengya, et al.
Published: (2007)
Mechanisms of multisensory integration and attention
by: Gama, Nuno
Published: (2017)
by: Gama, Nuno
Published: (2017)
Multi-source data fusion for land use classification using deep learning
by: Cao, Rui
Published: (2021)
by: Cao, Rui
Published: (2021)
Multitasking deep neural network models for Arabic dialect sentiment analysis
by: Alali, Muath Mohammad Oqlah
Published: (2022)
by: Alali, Muath Mohammad Oqlah
Published: (2022)
State-of-the-art in techniques of text digital watermarking: challenges and limitations
by: Al-Maweri, Nasr Addin Ahmed Salem, et al.
Published: (2016)
by: Al-Maweri, Nasr Addin Ahmed Salem, et al.
Published: (2016)
Developing and improving methods for robust ensemble classification: an aggregation operator and clustering-classification approach
by: Agrawal, Utkarsh
Published: (2019)
by: Agrawal, Utkarsh
Published: (2019)
Literacy challenges faced by students using scientific texts
by: Thompson, Marilyn Joy
Published: (2011)
by: Thompson, Marilyn Joy
Published: (2011)
Developmental Differences in Endogenous Control & Attentional Capture
by: Hayre, R.K.
Published: (2021)
by: Hayre, R.K.
Published: (2021)
On the genetic classification and tectonic implications of the Early Yanshanian granitoids in the Nanling Range, South China
by: Li, X., et al.
Published: (2007)
by: Li, X., et al.
Published: (2007)
A cross-cultural comparison of drivers’ visual attention
by: Miller, Karl. A.
Published: (2024)
by: Miller, Karl. A.
Published: (2024)
Dissociating variations in attention with schizotypy and anxiety
by: Granger, Kiri Tegan
Published: (2017)
by: Granger, Kiri Tegan
Published: (2017)
A faster learning neural network classifier using selective backpropagation
by: Craven, Michael P.
Published: (1997)
by: Craven, Michael P.
Published: (1997)
A driving simulator study to explore the effects of text size on the visual demand of in-vehicle displays
by: Crundall, Elizabeth, et al.
Published: (2016)
by: Crundall, Elizabeth, et al.
Published: (2016)
Visualization of extracted grammatical role of words using parse tree conversion to improve understanding of English texts
by: Mirzabeiki, Erfan
Published: (2014)
by: Mirzabeiki, Erfan
Published: (2014)
A regularized attribute weighting framework for naive bayes
by: Wang, Shihe, et al.
Published: (2020)
by: Wang, Shihe, et al.
Published: (2020)
Peripheral hearing loss reduces the ability of children to direct selective attention during multi-talker listening
by: Holmes, Emma, et al.
Published: (2017)
by: Holmes, Emma, et al.
Published: (2017)
An Estimation of Distribution Algorithm with Intelligent Local Search for Rule-based Nurse Rostering
by: Aickelin, Uwe, et al.
Published: (2007)
by: Aickelin, Uwe, et al.
Published: (2007)
An Estimation of Distribution Algorithm with Intelligent Local Search for Rule-based Nurse Rostering
by: Aickelin, Uwe, et al.
Published: (2007)
by: Aickelin, Uwe, et al.
Published: (2007)
Prolonging the response movement inhibits the feed-forward motor program in the sustained attention to response task
by: Wilson, Kyle M., et al.
Published: (2018)
by: Wilson, Kyle M., et al.
Published: (2018)
Data classification using the Dempster-Shafer method
by: Chen, Qi, et al.
Published: (2014)
by: Chen, Qi, et al.
Published: (2014)
A hybrid combinatorial approach to a two-stage stochastic portfolio optimization model with uncertain asset prices
by: Cui, Tianxiang, et al.
Published: (2020)
by: Cui, Tianxiang, et al.
Published: (2020)
Boundaries for use in wheat variety classification use in Australia
by: Williams, Richard Malcolm
Published: (2006)
by: Williams, Richard Malcolm
Published: (2006)
The (re)production of climbing space: bodies, gestures, texts
by: Rickly, J.M.
Published: (2016)
by: Rickly, J.M.
Published: (2016)
Mechanisms of spatial and non-spatial auditory selective attention
by: Paltoglou, Aspasia Eleni
Published: (2009)
by: Paltoglou, Aspasia Eleni
Published: (2009)
Multisite replication in SLA research: attention to form during listening and reading comprehension
by: Morgan-Short, Kara, et al.
Published: (2018)
by: Morgan-Short, Kara, et al.
Published: (2018)
Classification of supply chain knowledge: A morphological approach
by: Sudhindra, S., et al.
Published: (2014)
by: Sudhindra, S., et al.
Published: (2014)
The application of classification methods to the gross error detection problem
by: Gerber, E., et al.
Published: (2014)
by: Gerber, E., et al.
Published: (2014)
Attention fine-tunes auditory-motor processing of speech sounds
by: Möttönen, Riikka, et al.
Published: (2014)
by: Möttönen, Riikka, et al.
Published: (2014)
An experimental investigation of biased attention in non-suicidal self-injury: The effects of perfectionism and emotional valence on attentional engagement and disengagement
by: Tonta, Kate, et al.
Published: (2023)
by: Tonta, Kate, et al.
Published: (2023)
The application of data and text analysis in understanding and improving the service:
A case study based on Operational Research conference
by: Feng, Yue
Published: (2019)
by: Feng, Yue
Published: (2019)
Similar Items
-
Stylistic atructures: a computational approach to text classification
by: Forsyth, Richard
Published: (1996) -
Optimising rule-based classification in temporal data
by: Fattah, Polla, et al.
Published: (2016) -
Deep neural networks for spam classification
by: Kasmani, Mohamed Khizer
Published: (2013) -
Hybrid texts and historical fiction
by: Nichols, Ian
Published: (2011) -
Computational Approaches for Emotion Detection in Text
by: Binali, Haji, et al.
Published: (2010)