Early classification of time series using multi-objective optimization techniques
暂无分享,去创建一个
Alexander Mendiburu | José Antonio Lozano | Usue Mori | J. A. Lozano | Isabel Marta Miranda | A. Mendiburu | U. Mori | I. M. Miranda
[1] Olaf Mersmann. Multiple Criteria Optimization Algorithms and Related Functions , 2014 .
[2] Yong Hu,et al. Application of evolutionary computation for rule discovery in stock algorithmic trading: A literature review , 2015, Appl. Soft Comput..
[3] Mark A. Girolami,et al. vbmp: Variational Bayesian Multinomial Probit Regression for multi-class classification in R , 2008, Bioinform..
[4] An-Pin Chen,et al. Using intelligent computing and data stream mining for behavioral finance associated with market profile and financial physics , 2018, Appl. Soft Comput..
[5] G. G. Stokes. "J." , 1890, The New Yale Book of Quotations.
[6] Bin Weng,et al. Application of machine learning techniques for stock market prediction , 2017 .
[7] Romain Tavenard,et al. Cost-Aware Early Classification of Time Series , 2016, ECML/PKDD.
[8] Ömer Kaan Baykan,et al. Predicting direction of stock price index movement using artificial neural networks and support vector machines: The sample of the Istanbul Stock Exchange , 2011, Expert Syst. Appl..
[9] Carlos Agón,et al. Time-series data mining , 2012, CSUR.
[10] B. Malkiel. The Efficient Market Hypothesis and Its Critics , 2003 .
[11] Mohamed F. Ghalwash,et al. Early classification of multivariate time series using a hybrid HMM/SVM model , 2012, 2012 IEEE International Conference on Bioinformatics and Biomedicine.
[12] Yong Duan,et al. Early classification on multivariate time series , 2015, Neurocomputing.
[14] Philip S. Yu,et al. Early classification on time series , 2012, Knowledge and Information Systems.
[15] E. Fama. EFFICIENT CAPITAL MARKETS: A REVIEW OF THEORY AND EMPIRICAL WORK* , 1970 .
[16] Eamonn J. Keogh,et al. Reliable early classification of time series based on discriminating the classes over time , 2016, Data Mining and Knowledge Discovery.
[17] Hyrum S. Anderson,et al. Classifying with confidence from incomplete information , 2013, J. Mach. Learn. Res..
[18] Zhe George Zhang,et al. Forecasting stock indices with back propagation neural network , 2011, Expert Syst. Appl..
[19] Tak-Chung Fu,et al. A review on time series data mining , 2011, Eng. Appl. Artif. Intell..
[20] Sanjoy Dasgupta,et al. Early Classification of Time Series by Simultaneously Optimizing the Accuracy and Earliness , 2018, IEEE Transactions on Neural Networks and Learning Systems.
[21] Chih-Chou Chiu,et al. A hybrid approach by integrating wavelet-based feature extraction with MARS and SVR for stock index forecasting , 2013, Decis. Support Syst..
[22] Allan Timmermann,et al. Elusive Return Predictability , 2008 .
[23] Juan José Rodríguez Diez,et al. Early Fault Classification in Dynamic Systems Using Case-Based Reasoning , 2005, CAEPIA.
[24] Mohamed F. Ghalwash,et al. Utilizing temporal patterns for estimating uncertainty in interpretable early decision making , 2014, KDD.
[25] Camelia Chira,et al. Classifiers with a reject option for early time-series classification , 2013, 2013 IEEE Symposium on Computational Intelligence and Ensemble Learning (CIEL).
[26] Eamonn J. Keogh,et al. The great time series classification bake off: a review and experimental evaluation of recent algorithmic advances , 2016, Data Mining and Knowledge Discovery.
[27] Rohit J. Kate. Using dynamic time warping distances as features for improved time series classification , 2016, Data Mining and Knowledge Discovery.
[28] Johan Bollen,et al. Twitter mood predicts the stock market , 2010, J. Comput. Sci..
[29] Luca Scrucca,et al. GA: A Package for Genetic Algorithms in R , 2013 .
[30] Kalyanmoy Deb,et al. A fast and elitist multiobjective genetic algorithm: NSGA-II , 2002, IEEE Trans. Evol. Comput..
[31] Tongda Zhang,et al. Stock Market Forecasting Using Machine Learning Algorithms , 2012 .
[32] Antoine Cornuéjols,et al. Early Classification of Time Series as a Non Myopic Sequential Decision Making Problem , 2015, ECML/PKDD.
[33] Philip S. Yu,et al. Extracting Interpretable Features for Early Classification on Time Series , 2011, SDM.
[34] R. Scott Evans,et al. Automated detection of physiologic deterioration in hospitalized patients , 2015, J. Am. Medical Informatics Assoc..
[35] Eamonn J. Keogh,et al. Time series shapelets: a new primitive for data mining , 2009, KDD.