A Complete Process of Text Classification System Using State-of-the-Art NLP Models

A Comparative Analysis of Machine Learning Models for Banking News Extraction by Multiclass Classification With Imbalanced Datasets of Financial News: Challenges and Solutions

(2022) Varun Dogra et al.   International Journal of Interactive Multimedia and Artificial Intelligence

Short-Text Classification Detector: A Bert-Based Mental Approach

(2022) Yongjun Hu et al.   Computational Intelligence and Neuroscience

Deep Learning--based Text Classification

(2021) Shervin Minaee et al.   ACM COMPUTING SURVEYS

IoT and Interpretable Machine Learning Based Framework for Disease Prediction in Pearl Millet

(2021) Nidhi Kundu et al.   SENSORS

Power Allocation in Massive MIMO-HWSN Based on the Water-Filling Algorithm

(2021) Zhe Li et al.   WIRELESS COMMUNICATIONS & MOBILE COMPUTING

Sentiment Classification for Financial Texts Based on Deep Learning

(2021) Shanshan Dong et al.   Computational Intelligence and Neuroscience

Text Classification Model Enhanced by Unlabeled Data for LaTeX Formula

(2021) Hua Cheng et al.   Applied Sciences-Basel

Improved Deep Convolutional Neural Network Based Malicious Node Detection and Energy-Efficient Data Transmission in Wireless Sensor Networks

(2021) Mohit Kumar et al.   IEEE Transactions on Network Science and Engineering

A Resource-Efficient Hybrid Proxy Mobile IPv6 Extension for Next-Generation IoT Networks

(2021) Anwar Hussain et al.   IEEE Internet of Things Journal

Distributed representation and one-hot representation fusion with gated network for clinical semantic textual similarity

(2020) Ying Xiong et al.   BMC Medical Informatics and Decision Making

Ask me anything

(2020) Tushna Commissariat   PHYSICS WORLD

Implicit dimension identification in user-generated text with LSTM networks

(2019) Victor Makarenkov et al.   INFORMATION PROCESSING & MANAGEMENT

Leveraging Contextual Sentences for Text Classification by Using a Neural Attention Model

(2019) DanFeng Yan et al.   Computational Intelligence and Neuroscience

A novel multivariate filter method for feature selection in text classification problems

(2018) Mahdieh Labani et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Benchmarking Relief-Based Feature Selection Methods for Bioinformatics Data Mining

(2018) Ryan J. Urbanowicz et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Relief-Based Feature Selection: Introduction and Review

(2018) Ryan J. Urbanowicz et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Fast Multi-Instance Multi-Label Learning

(2018)   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Review of classical dimensionality reduction and sample selection methods for large-scale data processing

(2018) Xinzheng Xu et al.   NEUROCOMPUTING

An analysis of hierarchical text classification using word embeddings

(2018) Roger Alan Stein et al.   INFORMATION SCIENCES

Text sentiment analysis based on CBOW model and deep learning in big data environment

(2018) Bing Liu   Journal of Ambient Intelligence and Humanized Computing

Multi-co-training for document classification using various document representations: TF–IDF, LDA, and Doc2Vec

(2018) Donghwa Kim et al.   INFORMATION SCIENCES

Three-way enhanced convolutional neural networks for sentence-level sentiment classification

(2018) Yuebing Zhang et al.   INFORMATION SCIENCES

Deep Learning-Based Document Modeling for Personality Detection from Text

(2017) Navonil Majumder et al.   IEEE INTELLIGENT SYSTEMS

Combining dissimilarity spaces for text categorization

(2017) Roberto H.W. Pinheiro et al.   INFORMATION SCIENCES

Model-driven deep-learning

(2017) Zongben Xu et al.   National Science Review

Survival analysis for high-dimensional, heterogeneous medical data: Exploring feature extraction as an alternative to feature selection

(2016) Sebastian Pölsterl et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Categorizing feature selection methods for multi-label classification

(2016) Rafael B. Pereira et al.   ARTIFICIAL INTELLIGENCE REVIEW

Text classification based filters for a domain-specific search engine

(2016) Sebastian Schmidt et al.   COMPUTERS IN INDUSTRY

Text analytics in industry: Challenges, desiderata and trends

(2016) Ashwin Ittoo et al.   COMPUTERS IN INDUSTRY

Affective Computing and Sentiment Analysis

(2016) Erik Cambria   IEEE INTELLIGENT SYSTEMS

Local Feature Selection for Data Classification

(2016) Narges Armanfard et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Availability of Mental Health Services Prior to Health Care Reform Insurance Expansions

(2016) Joyce C. West et al.   PSYCHIATRIC SERVICES

Creating a Fine-Grained Corpus for Chinese Sentiment Analysis

(2015) Yanyan Zhao et al.   IEEE INTELLIGENT SYSTEMS

Efficient and sparse feature selection for biomedical text classification via the elastic net: Application to ICU risk stratification from nursing notes

(2015) Ben J. Marafino et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Deep learning

(2015) Yann LeCun et al.   NATURE

Principal Feature Analysis: A Multivariate Feature Selection Method for fMRI Data

(2013) Lijun Wang et al.   Computational and Mathematical Methods in Medicine

Feature Ensemble Plus Sample Selection: Domain Adaptation for Sentiment Classification

(2013) Rui Xia et al.   IEEE INTELLIGENT SYSTEMS

Developing Corpora for Sentiment Analysis: The Case of Irony and Senti-TUT

(2013) Cristina Bosco et al.   IEEE INTELLIGENT SYSTEMS

A Heuristic Feature Selection Approach for Text Categorization by Using Chaos Optimization and Genetic Algorithm

(2013) Hao Chen et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Predicting e-commerce company success by mining the text of its publicly-accessible website

(2012) Dirk Thorleuchter et al.   EXPERT SYSTEMS WITH APPLICATIONS

A new feature selection based on comprehensive measurement both in inter-category and intra-category for text categorization

(2012) Jieming Yang et al.   INFORMATION PROCESSING & MANAGEMENT

A novel probabilistic feature selection method for text classification

(2012) Alper Kursat Uysal et al.   KNOWLEDGE-BASED SYSTEMS

Effective detection of sophisticated online banking fraud on extremely imbalanced data

(2012) Wei Wei et al.   WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS

PCA document reconstruction for email classification

(2011) Juan Carlos Gomez et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Learning the “Whys”: Discovering design rationale using text mining — An algorithm perspective

(2011) Yan Liang et al.   COMPUTER-AIDED DESIGN

The Influence of Feature Selection Methods on Accuracy, Stability and Interpretability of Molecular Signatures

(2011) Anne-Claire Haury et al.   PLoS One

Support vector-based feature selection using Fisher’s linear discriminant and Support Vector Machine

(2010) Eunseog Youn et al.   EXPERT SYSTEMS WITH APPLICATIONS

Using chi-square statistics to measure similarities for text categorization

(2010) Yao-Tsung Chen et al.   EXPERT SYSTEMS WITH APPLICATIONS

Understanding bag-of-words model: a statistical framework

(2010) Yin Zhang et al.   International Journal of Machine Learning and Cybernetics

Automatic online news monitoring and classification for syndromic surveillance

(2009) Yulei Zhang et al.   DECISION SUPPORT SYSTEMS

A quantitative stock prediction system based on financial news

(2009) Robert P. Schumaker et al.   INFORMATION PROCESSING & MANAGEMENT

CLASSIFICATION OF IMBALANCED DATA: A REVIEW

(2009) YANMIN SUN et al.   INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE

A machine learning approach for Arabic text classification using N-gram frequency statistics

(2009) Laila Khreisat   Journal of Informetrics

Feature selection for text classification with Naïve Bayes

(2008) Jingnian Chen et al.   EXPERT SYSTEMS WITH APPLICATIONS

Sentiment classification of online reviews to travel destinations by supervised machine learning approaches

(2008) Qiang Ye et al.   EXPERT SYSTEMS WITH APPLICATIONS