Predicting stock price trends based on financial news articles and using a novel twin support vector machine with fuzzy hyperplane

An integrated framework of deep learning and knowledge graph for prediction of stock price trend: An application in Chinese stock exchange market

(2020) Jiawei Long et al.   APPLIED SOFT COMPUTING

Prediction research of financial time series based on deep learning

(2020) Zhaoyi Xu et al.   SOFT COMPUTING

Multiobjective Evolution of Fuzzy Rough Neural Network via Distributed Parallelism for Stock Prediction

(2020) Bin Cao et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Intuitionistic Fuzzy Proximal Support Vector Machines for Pattern Classification

(2020) Scindhiya Laxmi et al.   NEURAL PROCESSING LETTERS

Automatic detection and classification of EEG artifacts using fuzzy kernel SVM and wavelet ICA (WICA)

(2020) K. Yasoda et al.   SOFT COMPUTING

A novel classification algorithm based on kernelized fuzzy rough sets

(2020) Linlin Chen et al.   International Journal of Machine Learning and Cybernetics

Fuzzy quasi-linear SVM classifier: Design and analysis

(2020) Cheng Yang et al.   FUZZY SETS AND SYSTEMS

Stock returns prediction using kernel adaptive filtering within a stock market interdependence approach

(2020) Sergio Garcia-Vega et al.   EXPERT SYSTEMS WITH APPLICATIONS

CoMHisP: A Novel Feature Extractor for Histopathological Image Classification Based on Fuzzy SVM With Within-Class Relative Density

(2020) Abhinav Kumar et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Stock price prediction based on deep neural networks

(2019) Pengfei Yu et al.   NEURAL COMPUTING & APPLICATIONS

Entropy-Based Fuzzy Least Squares Twin Support Vector Machine for Pattern Classification

(2019) Sugen Chen et al.   NEURAL PROCESSING LETTERS

Digital currency forecasting with chaotic meta-heuristic bio-inspired signal processing techniques

(2019) Aytaç Altan et al.   CHAOS SOLITONS & FRACTALS

Centered kernel alignment inspired fuzzy support vector machine

(2019) Tinghua Wang et al.   FUZZY SETS AND SYSTEMS

Study on the prediction of stock price based on the associated network model of LSTM

(2019) Guangyu Ding et al.   International Journal of Machine Learning and Cybernetics

Affinity and class probability-based fuzzy support vector machine for imbalanced data sets

(2019) Xinmin Tao et al.   NEURAL NETWORKS

IOWA-SVM: A Density-Based Weighting Strategy for SVM Classification via OWA Operators

(2019) Sebastian Maldonado et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Entropy based fuzzy least squares twin support vector machine for class imbalance learning

(2018) Deepak Gupta et al.   APPLIED INTELLIGENCE

A robust fuzzy least squares twin support vector machine for class imbalance learning

(2018) B. Richhariya et al.   APPLIED SOFT COMPUTING

Algorithmic financial trading with deep convolutional neural networks: Time series to image conversion approach

(2018) Omer Berat Sezer et al.   APPLIED SOFT COMPUTING

Deep learning with long short-term memory networks for financial market predictions

(2018) Thomas Fischer et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Stock Price Prediction by Deep Neural Generative Model of News Articles

(2018) Takashi MATSUBARA et al.   IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS

Redefining support vector machines with the ordered weighted average

(2018) Sebastián Maldonado et al.   KNOWLEDGE-BASED SYSTEMS

Stock Price Prediction by Deep Neural Generative Model of News Articles

(2018) Takashi MATSUBARA et al.   IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS

Deep Learning Approach for Short-Term Stock Trends Prediction based on Two-stream Gated Recurrent Unit Network

(2018) L. Minh Dang et al.   IEEE Access

Generalized Pinball Loss SVMs

(2018) Reshma Rastogi (nee. Khemchandani) et al.   NEUROCOMPUTING

Deep learning networks for stock market analysis and prediction: Methodology, data representations, and case studies

(2017) Eunsuk Chong et al.   EXPERT SYSTEMS WITH APPLICATIONS

Entropy-based fuzzy support vector machine for imbalanced datasets

(2017) Qi Fan et al.   KNOWLEDGE-BASED SYSTEMS

A new fuzzy twin support vector machine for pattern classification

(2017) Su-Gen Chen et al.   International Journal of Machine Learning and Cybernetics

Support vector classification with fuzzy hyperplane

(2016) Pei-Yi Hao   JOURNAL OF INTELLIGENT & FUZZY SYSTEMS

Pharmacovigilance from social media: mining adverse drug reaction mentions using sequence labeling with word embedding cluster features

(2015) A. Nikfarjam et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

A survey on opinion mining and sentiment analysis: Tasks, approaches and applications

(2015) Kumar Ravi et al.   KNOWLEDGE-BASED SYSTEMS

News impact on stock price return via sentiment analysis

(2014) Xiaodong Li et al.   KNOWLEDGE-BASED SYSTEMS

Representation Learning: A Review and New Perspectives

(2013) Y. Bengio et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Using a contextual entropy model to expand emotion words and their intensity for the sentiment classification of stock market news

(2013) Liang-Chih Yu et al.   KNOWLEDGE-BASED SYSTEMS

Fuzzy support vector machine based on within-class scatter for classification problems with outliers or noises

(2013) Wenjuan An et al.   NEUROCOMPUTING

Textual analysis of stock market prediction using breaking financial news

(2009) Robert P. Schumaker et al.   ACM TRANSACTIONS ON INFORMATION SYSTEMS

Frankenstein's PSO: A Composite Particle Swarm Optimization Algorithm

(2009) M.A. Montes de Oca et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION