Yao, Hongliang; Shi, Zhenzhen; Wang, Hao Stock turning point prediction with variable data distribution. (Chinese. English summary) Zbl 07266796 J. Hefei Univ. Technol., Nat. Sci. 43, No. 1, 45-51 (2020). MSC: 62M20 68T05 62P20 PDF BibTeX XML Cite \textit{H. Yao} et al., J. Hefei Univ. Technol., Nat. Sci. 43, No. 1, 45--51 (2020; Zbl 07266796) Full Text: DOI
Kalainathan, Diviyan; Goudet, Olivier; Dutta, Ritik Causal discovery toolbox: uncovering causal relationships in Python. (English) Zbl 07255068 J. Mach. Learn. Res. 21, Paper No. 37, 5 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{D. Kalainathan} et al., J. Mach. Learn. Res. 21, Paper No. 37, 5 p. (2020; Zbl 07255068) Full Text: Link
Palacios, Ensor Rafael; Razi, Adeel; Parr, Thomas; Kirchhoff, Michael; Friston, Karl On Markov blankets and hierarchical self-organisation. (English) Zbl 1429.92037 J. Theor. Biol. 486, Article ID 110089, 14 p. (2020). MSC: 92C15 92C42 PDF BibTeX XML Cite \textit{E. R. Palacios} et al., J. Theor. Biol. 486, Article ID 110089, 14 p. (2020; Zbl 1429.92037) Full Text: DOI
Tabar, Vahid Rezaei; Zareifard, Hamid; Salimi, Selva; Plewczynski, Dariusz An empirical Bayes approach for learning directed acyclic graph using mcmc algorithm. (English) Zbl 07260645 Stat. Anal. Data Min. 12, No. 5, 394-403 (2019). MSC: 62 68 PDF BibTeX XML Cite \textit{V. R. Tabar} et al., Stat. Anal. Data Min. 12, No. 5, 394--403 (2019; Zbl 07260645) Full Text: DOI
Tabar, Vahid Rezaei; Zareifard, Hamid; Salimi, Selva; Plewczynski, Dariusz Learning directed acyclic graphs by determination of candidate causes for discrete variables. (English) Zbl 07193820 J. Stat. Comput. Simulation 89, No. 10, 1957-1970 (2019). MSC: 62 PDF BibTeX XML Cite \textit{V. R. Tabar} et al., J. Stat. Comput. Simulation 89, No. 10, 1957--1970 (2019; Zbl 07193820) Full Text: DOI
Borboudakis, Giorgos; Tsamardinos, Ioannis Forward-backward selection with early dropping. (English) Zbl 07049727 J. Mach. Learn. Res. 20, Paper No. 8, 39 p. (2019). MSC: 68T05 PDF BibTeX XML Cite \textit{G. Borboudakis} and \textit{I. Tsamardinos}, J. Mach. Learn. Res. 20, Paper No. 8, 39 p. (2019; Zbl 07049727) Full Text: Link
Liu, Xu-Qing; Liu, Xin-Sheng Markov blanket and Markov boundary of multiple variables. (English) Zbl 06982334 J. Mach. Learn. Res. 19, Paper No. 43, 50 p. (2018). MSC: 68T05 PDF BibTeX XML Cite \textit{X.-Q. Liu} and \textit{X.-S. Liu}, J. Mach. Learn. Res. 19, Paper No. 43, 50 p. (2018; Zbl 06982334) Full Text: Link
Candès, Emmanuel; Fan, Yingying; Janson, Lucas; Lv, Jinchi Panning for gold: ‘model-X’ knockoffs for high dimensional controlled variable selection. (English) Zbl 1398.62335 J. R. Stat. Soc., Ser. B, Stat. Methodol. 80, No. 3, 551-577 (2018). MSC: 62P10 62J12 PDF BibTeX XML Cite \textit{E. Candès} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 80, No. 3, 551--577 (2018; Zbl 1398.62335) Full Text: DOI arXiv
Wang, Yintong; Wang, Jiandong; Liao, Hao; Chen, Haiyan An efficient semi-supervised representatives feature selection algorithm based on information theory. (English) Zbl 1428.68262 Pattern Recognition 61, 511-523 (2017). MSC: 68T05 68P30 PDF BibTeX XML Cite \textit{Y. Wang} et al., Pattern Recognition 61, 511--523 (2017; Zbl 1428.68262) Full Text: DOI
Gao, Tian; Ji, Qiang Efficient score-based Markov blanket discovery. (English) Zbl 1401.68263 Int. J. Approx. Reasoning 80, 277-293 (2017). MSC: 68T05 PDF BibTeX XML Cite \textit{T. Gao} and \textit{Q. Ji}, Int. J. Approx. Reasoning 80, 277--293 (2017; Zbl 1401.68263) Full Text: DOI
Liu, Xuqing; Liu, Xinsheng Swamping and masking in Markov boundary discovery. (English) Zbl 06825501 Mach. Learn. 104, No. 1, 25-54 (2016). MSC: 68T05 62H22 PDF BibTeX XML Cite \textit{X. Liu} and \textit{X. Liu}, Mach. Learn. 104, No. 1, 25--54 (2016; Zbl 06825501) Full Text: DOI
Li, Xiaomao; Yin, Jianxin Sparse sufficient dimension reduction for Markov blanket discovery. (English) Zbl 1360.62275 Commun. Stat., Simulation Comput. 45, No. 4, 1355-1364 (2016). MSC: 62H12 PDF BibTeX XML Cite \textit{X. Li} and \textit{J. Yin}, Commun. Stat., Simulation Comput. 45, No. 4, 1355--1364 (2016; Zbl 1360.62275) Full Text: DOI
Yang, Jianjun; Tong, Yunhai; Wang, Zitian; Tan, Shaohua Efficient and effective Bayesian network local structure learning. (English) Zbl 1336.68226 Front. Comput. Sci. 8, No. 4, 527-536 (2014). MSC: 68T05 68T37 PDF BibTeX XML Cite \textit{J. Yang} et al., Front. Comput. Sci. 8, No. 4, 527--536 (2014; Zbl 1336.68226) Full Text: DOI
Bielza, Concha; Larrañaga, Pedro Discrete Bayesian network classifiers: a survey. (English) Zbl 1322.68147 ACM Comput. Surv. 47, No. 1, Paper No. 5, 43 p. (2014). MSC: 68T05 68T37 68-02 PDF BibTeX XML Cite \textit{C. Bielza} and \textit{P. Larrañaga}, ACM Comput. Surv. 47, No. 1, Paper No. 5, 43 p. (2014; Zbl 1322.68147) Full Text: DOI
Scutari, Marco; Mackay, Ian; Balding, David Improving the efficiency of genomic selection. (English) Zbl 1311.92126 Stat. Appl. Genet. Mol. Biol. 12, No. 4, 517-527 (2013). MSC: 92D10 PDF BibTeX XML Cite \textit{M. Scutari} et al., Stat. Appl. Genet. Mol. Biol. 12, No. 4, 517--527 (2013; Zbl 1311.92126) Full Text: DOI
Van Dijck, Gert; Van Hulle, Marc M. Joint Markov blankets in feature sets extracted from wavelet packet decompositions. (English) Zbl 1302.94022 Entropy 13, No. 7, 1403-1424 (2011). MSC: 94A15 62H30 62P10 PDF BibTeX XML Cite \textit{G. Van Dijck} and \textit{M. M. Van Hulle}, Entropy 13, No. 7, 1403--1424 (2011; Zbl 1302.94022) Full Text: DOI
Cai, Ruichu; Zhang, Zhenjie; Hao, Zhifeng BASSUM: a Bayesian semi-supervised method for classification feature selection. (English) Zbl 1213.68517 Pattern Recognition 44, No. 4, 811-820 (2011). MSC: 68T10 62H30 PDF BibTeX XML Cite \textit{R. Cai} et al., Pattern Recognition 44, No. 4, 811--820 (2011; Zbl 1213.68517) Full Text: DOI
Korb, Kevin B.; Nicholson, Ann E. Bayesian artificial intelligence. 2nd ed. (English) Zbl 1208.68214 Chapman & Hall/CRC Computer Science & Data Analysis Series. Boca Raton, FL: CRC Press (ISBN 978-1-4398-1591-5/hbk; 978-1-4398-1592-2/ebook). xxvii, 463 p. (2011). MSC: 68T35 68-02 68T05 60K99 PDF BibTeX XML Cite \textit{K. B. Korb} and \textit{A. E. Nicholson}, Bayesian artificial intelligence. 2nd ed. Boca Raton, FL: CRC Press (2011; Zbl 1208.68214) Full Text: DOI
Brogini, Adriana; Slanzi, Debora On using Bayesian networks for complexity reduction in decision trees. (English) Zbl 1332.62029 Stat. Methods Appl. 19, No. 1, 127-139 (2010). MSC: 62C10 62H20 62F15 68T35 PDF BibTeX XML Cite \textit{A. Brogini} and \textit{D. Slanzi}, Stat. Methods Appl. 19, No. 1, 127--139 (2010; Zbl 1332.62029) Full Text: DOI
Visweswaran, Shyam; Cooper, Gregory F. Learning instance-specific predictive models. (English) Zbl 1242.68257 J. Mach. Learn. Res. 11, 3333-3369 (2010). MSC: 68T05 62-09 PDF BibTeX XML Cite \textit{S. Visweswaran} and \textit{G. F. Cooper}, J. Mach. Learn. Res. 11, 3333--3369 (2010; Zbl 1242.68257) Full Text: Link
Aliferis, Constantin F.; Statnikov, Alexander; Tsamardinos, Ioannis; Mani, Subramani; Koutsoukos, Xenofon D. Local causal and Markov blanket induction for causal discovery and feature selection for classification. Part II: Analysis and extensions. (English) Zbl 1242.68198 J. Mach. Learn. Res. 11, 235-284 (2010). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{C. F. Aliferis} et al., J. Mach. Learn. Res. 11, 235--284 (2010; Zbl 1242.68198) Full Text: Link
Aliferis, Constantin F.; Statnikov, Alexander; Tsamardinos, Ioannis; Mani, Subramani; Koutsoukos, Xenofon D. Local causal and Markov blanket induction for causal discovery and feature selection for classification. Part I: Algorithms and empirical evaluation. (English) Zbl 1242.68197 J. Mach. Learn. Res. 11, 171-234 (2010). MSC: 68T05 62H30 62C10 PDF BibTeX XML Cite \textit{C. F. Aliferis} et al., J. Mach. Learn. Res. 11, 171--234 (2010; Zbl 1242.68197) Full Text: Link
Bai, Xue; Padman, Rema; Ramsey, Joseph; Spirtes, Peter Tabu search-enhanced graphical models for classification in high dimensions. (English) Zbl 1243.90074 INFORMS J. Comput. 20, No. 3, 423-437 (2008). MSC: 90B40 62H30 62P10 68T10 PDF BibTeX XML Cite \textit{X. Bai} et al., INFORMS J. Comput. 20, No. 3, 423--437 (2008; Zbl 1243.90074) Full Text: DOI
Pellet, Jean-Philippe; Elisseeff, André Using Markov blankets for causal structure learning. (English) Zbl 1225.68205 J. Mach. Learn. Res. 9, 1295-1342 (2008). MSC: 68T05 PDF BibTeX XML Cite \textit{J.-P. Pellet} and \textit{A. Elisseeff}, J. Mach. Learn. Res. 9, 1295--1342 (2008; Zbl 1225.68205) Full Text: Link
Nilsson, Roland; Peña, José M.; Björkegren, Johan; Tegnér, Jesper Consistent feature selection for pattern recognition in polynomial time. (English) Zbl 1222.68353 J. Mach. Learn. Res. 8, 589-612 (2007). MSC: 68T10 68T05 PDF BibTeX XML Cite \textit{R. Nilsson} et al., J. Mach. Learn. Res. 8, 589--612 (2007; Zbl 1222.68353) Full Text: Link
Zhu, Zexuan; Ong, Yew-Soon; Dash, Manoranjan Markov blanket-embedded genetic algorithm for gene selection. (English) Zbl 1123.68116 Pattern Recognition 40, No. 11, 3236-3248 (2007). MSC: 68T10 68T05 68W05 PDF BibTeX XML Cite \textit{Z. Zhu} et al., Pattern Recognition 40, No. 11, 3236--3248 (2007; Zbl 1123.68116) Full Text: DOI