Gómez-Méndez, Irving; Joly, Emilien Regression with missing data, a comparison study of techniques based on random forests. (English) Zbl 07739737 J. Stat. Comput. Simulation 93, No. 12, 1924-1949 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{I. Gómez-Méndez} and \textit{E. Joly}, J. Stat. Comput. Simulation 93, No. 12, 1924--1949 (2023; Zbl 07739737) Full Text: DOI arXiv
Ajantha, R. A Bayesian approach for estimation of parameters and missing values in factorial experimental designs. (English) Zbl 07727214 Far East J. Theor. Stat. 67, No. 2, 199-209 (2023). MSC: 62C99 PDF BibTeX XML Cite \textit{R. Ajantha}, Far East J. Theor. Stat. 67, No. 2, 199--209 (2023; Zbl 07727214) Full Text: DOI
Al-Marhoobi, Safia; Pepelyshev, Andrey Analysis of temperature and humidity in Oman using singular spectrum analysis. (English) Zbl 07713870 Commun. Stat., Simulation Comput. 52, No. 4, 1403-1416 (2023). MSC: 62M20 PDF BibTeX XML Cite \textit{S. Al-Marhoobi} and \textit{A. Pepelyshev}, Commun. Stat., Simulation Comput. 52, No. 4, 1403--1416 (2023; Zbl 07713870) Full Text: DOI
Cho, Kyungjin; Oh, Eunjin Linear-time approximation scheme for \(k\)-means clustering of axis-parallel affine subspaces. (English) Zbl 07701315 Comput. Geom. 112, Article ID 101981, 13 p. (2023). MSC: 68U05 68Q17 68W25 68T10 68Q25 PDF BibTeX XML Cite \textit{K. Cho} and \textit{E. Oh}, Comput. Geom. 112, Article ID 101981, 13 p. (2023; Zbl 07701315) Full Text: DOI arXiv
Aschenbruck, Rabea; Szepannek, Gero; Wilhelm, Adalbert F. X. Imputation strategies for clustering mixed-type data with missing values. (English) Zbl 07695283 J. Classif. 40, No. 1, 2-24 (2023). MSC: 62H30 PDF BibTeX XML Cite \textit{R. Aschenbruck} et al., J. Classif. 40, No. 1, 2--24 (2023; Zbl 07695283) Full Text: DOI
Leibrandt, Richard; Günnemann, Stephan Generalized density attractor clustering for incomplete data. (English) Zbl 1515.62064 Data Min. Knowl. Discov. 37, No. 2, 970-1009 (2023). MSC: 62H30 62D10 62G07 PDF BibTeX XML Cite \textit{R. Leibrandt} and \textit{S. Günnemann}, Data Min. Knowl. Discov. 37, No. 2, 970--1009 (2023; Zbl 1515.62064) Full Text: DOI
El Qate, Karima; Mohaoui, Souad; Hakim, Abdelilah; Raghay, Said Color image completion using tensor truncated nuclear norm with \(l_0\) total variation. (English) Zbl 07674996 An. Univ. Craiova, Ser. Mat. Inf. 49, No. 2, 250-259 (2022). MSC: 94A08 PDF BibTeX XML Cite \textit{K. El Qate} et al., An. Univ. Craiova, Ser. Mat. Inf. 49, No. 2, 250--259 (2022; Zbl 07674996) Full Text: DOI
Descloux, Pascaline; Boyer, Claire; Josse, Julie; Sportisse, Aude; Sardy, Sylvain Robust Lasso-Zero for sparse corruption and model selection with missing covariates. (English) Zbl 07674521 Scand. J. Stat. 49, No. 4, 1605-1635 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{P. Descloux} et al., Scand. J. Stat. 49, No. 4, 1605--1635 (2022; Zbl 07674521) Full Text: DOI arXiv
Saeed, Soobia; Haron, Habibollah; Jhanjhi, N. Z.; Naqvi, Mehmood; Alhumyani, Hesham A.; Masud, Mehedi Improve correlation matrix of discrete Fourier transformation technique for finding the missing values of MRI images. (English) Zbl 1508.92130 Math. Biosci. Eng. 19, No. 9, 9039-9059 (2022). MSC: 92C55 42A38 PDF BibTeX XML Cite \textit{S. Saeed} et al., Math. Biosci. Eng. 19, No. 9, 9039--9059 (2022; Zbl 1508.92130) Full Text: DOI
Gómez-Rubio, Virgilio; Cameletti, Michela; Blangiardo, Marta Missing data analysis and imputation via latent Gaussian Markov random fields. (English) Zbl 1503.62014 SORT 46, No. 2, 217-244 (2022). MSC: 62D10 62F15 62M30 PDF BibTeX XML Cite \textit{V. Gómez-Rubio} et al., SORT 46, No. 2, 217--244 (2022; Zbl 1503.62014) Full Text: DOI arXiv
Kim, Youngrae; Cho, Seonghun; Lim, Johan Monitoring multivariate data with high missing rate by pooling univariate statistics. (English) Zbl 07643160 J. Korean Stat. Soc. 51, No. 4, 1193-1215 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{Y. Kim} et al., J. Korean Stat. Soc. 51, No. 4, 1193--1215 (2022; Zbl 07643160) Full Text: DOI
Mcelroy, Tucker Casting vector time series: algorithms for forecasting, imputation, and signal extraction. (English) Zbl 07633920 Electron. J. Stat. 16, No. 2, 5534-5569 (2022). MSC: 62M10 PDF BibTeX XML Cite \textit{T. Mcelroy}, Electron. J. Stat. 16, No. 2, 5534--5569 (2022; Zbl 07633920) Full Text: DOI Link
Qu, Zhuo; Genton, Marc G. Sparse functional boxplots for multivariate curves. (English) Zbl 07633296 J. Comput. Graph. Stat. 31, No. 4, 976-989 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{Z. Qu} and \textit{M. G. Genton}, J. Comput. Graph. Stat. 31, No. 4, 976--989 (2022; Zbl 07633296) Full Text: DOI arXiv
Chen, Ding-Geng; Lio, Yuhlong; Wilson, Jeffrey R. Bayesian approach for joint modeling longitudinal data and survival data simultaneously in public health studies. (English) Zbl 07619967 Lio, Yuhlong (ed.) et al., Bayesian inference and computation in reliability and survival analysis. Cham: Springer. Emerg. Top. Stat. Biostat., 343-355 (2022). MSC: 62P10 62F15 62N05 PDF BibTeX XML Cite \textit{D.-G. Chen} et al., in: Bayesian inference and computation in reliability and survival analysis. Cham: Springer. 343--355 (2022; Zbl 07619967) Full Text: DOI
Jana, Nabakumar; Gautam, Meenakshi Interval estimation of the common mean and difference of medians for a bivariate lognormal distribution. (English) Zbl 07602440 J. Stat. Comput. Simulation 92, No. 15, 3249-3274 (2022). MSC: 62-XX 62F25 62F40 62N05 PDF BibTeX XML Cite \textit{N. Jana} and \textit{M. Gautam}, J. Stat. Comput. Simulation 92, No. 15, 3249--3274 (2022; Zbl 07602440) Full Text: DOI
Boulin, Alexis; Di Bernardino, Elena; Laloë, Thomas; Toulemonde, Gwladys Non-parametric estimator of a multivariate madogram for missing-data and extreme value framework. (English) Zbl 07595170 J. Multivariate Anal. 192, Article ID 105059, 21 p. (2022). MSC: 62D10 62G05 62G20 62G32 62H10 62H12 PDF BibTeX XML Cite \textit{A. Boulin} et al., J. Multivariate Anal. 192, Article ID 105059, 21 p. (2022; Zbl 07595170) Full Text: DOI arXiv
Zeng, Guoping A graphic and tabular variable deduction method in logistic regression. (English) Zbl 07565499 Commun. Stat., Theory Methods 51, No. 16, 5412-5427 (2022). MSC: 62-07 62G08 PDF BibTeX XML Cite \textit{G. Zeng}, Commun. Stat., Theory Methods 51, No. 16, 5412--5427 (2022; Zbl 07565499) Full Text: DOI
Faisal, Shahla; Heumann, Christian Bootstrap inference for weighted nearest neighbors imputation. (English) Zbl 1489.62022 Commun. Stat., Simulation Comput. 51, No. 6, 2842-2857 (2022). MSC: 62D05 62G09 62J05 PDF BibTeX XML Cite \textit{S. Faisal} and \textit{C. Heumann}, Commun. Stat., Simulation Comput. 51, No. 6, 2842--2857 (2022; Zbl 1489.62022) Full Text: DOI
Xu, Hui; Davis, Richard; Samorodnitsky, Gennady Handling missing extremes in tail estimation. (English) Zbl 1493.62265 Extremes 25, No. 2, 199-227 (2022). MSC: 62G32 60G70 PDF BibTeX XML Cite \textit{H. Xu} et al., Extremes 25, No. 2, 199--227 (2022; Zbl 1493.62265) Full Text: DOI Link
Gu, Yu; Preisser, John S.; Zeng, Donglin; Shrestha, Poojan; Shah, Molina; Simancas-Pallares, Miguel A.; Ginnis, Jeannie; Divaris, Kimon Partitioning around medoids clustering and random forest classification for GIS-informed imputation of fluoride concentration data. (English) Zbl 1498.62008 Ann. Appl. Stat. 16, No. 1, 551-572 (2022). MSC: 62-08 62H30 62D10 62P10 68T05 PDF BibTeX XML Cite \textit{Y. Gu} et al., Ann. Appl. Stat. 16, No. 1, 551--572 (2022; Zbl 1498.62008) Full Text: DOI
Razie, Farzaneh; Bahrami Samani, Ehsan; Ganjali, Mojtaba Analysis of mixed longitudinal \((k,l)\)-inflated power series, ordinal and continuous responses with sensitivity analysis to non-ignorable missing mechanism. (English) Zbl 1497.62200 Commun. Stat., Simulation Comput. 50, No. 8, 2286-2312 (2021). MSC: 62J12 62F10 62P10 PDF BibTeX XML Cite \textit{F. Razie} et al., Commun. Stat., Simulation Comput. 50, No. 8, 2286--2312 (2021; Zbl 1497.62200) Full Text: DOI
Lenz, Oliver Urs; Peralta, Daniel; Cornelis, Chris Adapting fuzzy rough sets for classification with missing values. (English) Zbl 1495.68195 Ramanna, Sheela (ed.) et al., Rough sets. International joint conference, IJCRS 2021, Bratislava, Slovakia, September 19–24, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12872, 192-200 (2021). MSC: 68T05 68T37 PDF BibTeX XML Cite \textit{O. U. Lenz} et al., Lect. Notes Comput. Sci. 12872, 192--200 (2021; Zbl 1495.68195) Full Text: DOI Link
Wongoutong, Chantha Imputation methods in time series with a trend and a consecutive missing value pattern. (English) Zbl 1486.62024 Thail. Stat. 19, No. 4, 866-879 (2021). MSC: 62D05 62M10 PDF BibTeX XML Cite \textit{C. Wongoutong}, Thail. Stat. 19, No. 4, 866--879 (2021; Zbl 1486.62024) Full Text: Link
Roldán-Nofuentes, J. A. Computational methods to simultaneously compare the predictive values of two diagnostic tests with missing data: EM-SEM algorithms and multiple imputation. (English) Zbl 07497666 J. Stat. Comput. Simulation 91, No. 16, 3358-3384 (2021). MSC: 62P10 62-XX PDF BibTeX XML Cite \textit{J. A. Roldán-Nofuentes}, J. Stat. Comput. Simulation 91, No. 16, 3358--3384 (2021; Zbl 07497666) Full Text: DOI
Fernandes, Sofia; Antunes, Mário; Gomes, Diogo; Aguiar, Rui L. Misalignment problem in matrix decomposition with missing values. (English) Zbl 07465778 Mach. Learn. 110, No. 11-12, 3157-3175 (2021). MSC: 68T05 PDF BibTeX XML Cite \textit{S. Fernandes} et al., Mach. Learn. 110, No. 11--12, 3157--3175 (2021; Zbl 07465778) Full Text: DOI
Ferreira, Helena; Martins, Ana Paula; da Graça Temido, Maria Extremal behaviour of a periodically controlled sequence with imputed values. (English) Zbl 1483.62085 Stat. Pap. 62, No. 6, 2991-3013 (2021). MSC: 62G32 62D10 60G70 PDF BibTeX XML Cite \textit{H. Ferreira} et al., Stat. Pap. 62, No. 6, 2991--3013 (2021; Zbl 1483.62085) Full Text: DOI arXiv
Zahmatkesh, Samira; Mohammadzadeh, Mohsen Bayesian prediction of spatial data with non-ignorable missingness. (English) Zbl 1482.62098 Stat. Pap. 62, No. 5, 2247-2268 (2021). MSC: 62M40 62D10 62F15 62P12 PDF BibTeX XML Cite \textit{S. Zahmatkesh} and \textit{M. Mohammadzadeh}, Stat. Pap. 62, No. 5, 2247--2268 (2021; Zbl 1482.62098) Full Text: DOI
Hamaz, Abdelghani; Arezki, Ouerdia; Achemine, Farida Impact of missing data on the prediction of random fields. (English) Zbl 07481407 J. Appl. Stat. 47, No. 1, 132-149 (2020). MSC: 62-XX PDF BibTeX XML Cite \textit{A. Hamaz} et al., J. Appl. Stat. 47, No. 1, 132--149 (2020; Zbl 07481407) Full Text: DOI
Wang, Wan-Lun; Lin, Tsung-I Automated learning of mixtures of factor analysis models with missing information. (English) Zbl 1474.62191 Test 29, No. 4, 1098-1124 (2020). MSC: 62H12 62H25 62H30 PDF BibTeX XML Cite \textit{W.-L. Wang} and \textit{T.-I Lin}, Test 29, No. 4, 1098--1124 (2020; Zbl 1474.62191) Full Text: DOI
Valsecchi, Cecile; Todeschini, Roberto Similarity/diversity indices on incidence matrices containing missing values. (English) Zbl 1479.62036 MATCH Commun. Math. Comput. Chem. 83, No. 2, 239-260 (2020). MSC: 62H12 62D10 PDF BibTeX XML Cite \textit{C. Valsecchi} and \textit{R. Todeschini}, MATCH Commun. Math. Comput. Chem. 83, No. 2, 239--260 (2020; Zbl 1479.62036) Full Text: Link
Olaso, Pablo; Rojas, Karina; Gómez, Daniel; Montero, Javier A generalization of stability for families of aggregation operators. (English) Zbl 1464.91037 Fuzzy Sets Syst. 378, 68-78 (2020). MSC: 91B06 91B86 PDF BibTeX XML Cite \textit{P. Olaso} et al., Fuzzy Sets Syst. 378, 68--78 (2020; Zbl 1464.91037) Full Text: DOI
Mariani, Paolo; Marletta, Andrea; Mussini, Mauro; Zenga, Mariangela; Grammatica, Erika A missing value approach to social network data: “Dislike” or “Nothing”? (English) Zbl 07360549 Comput. Manag. Sci. 17, No. 4, 569-583 (2020). MSC: 90Bxx PDF BibTeX XML Cite \textit{P. Mariani} et al., Comput. Manag. Sci. 17, No. 4, 569--583 (2020; Zbl 07360549) Full Text: DOI
Glavaš, Lenka; Mladenović, Pavle Extreme values of linear processes with heavy-tailed innovations and missing observations. (English) Zbl 1468.60063 Extremes 23, No. 4, 547-567 (2020). MSC: 60G70 60G10 PDF BibTeX XML Cite \textit{L. Glavaš} and \textit{P. Mladenović}, Extremes 23, No. 4, 547--567 (2020; Zbl 1468.60063) Full Text: DOI
Sakai, Hiroshi; Nakata, Michinori; Watada, Junzo NIS-apriori-based rule generation with three-way decisions and its application system in SQL. (English) Zbl 1456.68201 Inf. Sci. 507, 755-771 (2020). MSC: 68T37 68P15 PDF BibTeX XML Cite \textit{H. Sakai} et al., Inf. Sci. 507, 755--771 (2020; Zbl 1456.68201) Full Text: DOI
Som, Tanmoy; Shreevastava, Shivam; Tiwari, Anoop Kumar; Singh, Shivani Fuzzy rough set theory-based feature selection. (English) Zbl 07324116 Chakraverty, Snehashish (ed.), Mathematical methods in interdisciplinary sciences. Hoboken, NJ: John Wiley & Sons. 145-166 (2020). MSC: 74-XX 76-XX 80-XX PDF BibTeX XML Cite \textit{T. Som} et al., in: Mathematical methods in interdisciplinary sciences. Hoboken, NJ: John Wiley \& Sons. 145--166 (2020; Zbl 07324116) Full Text: DOI
Elkadry, Alaa; McDonald, Gary C. Hypothesis testing when data sources are uncertain. (English) Zbl 1458.62283 J. Stat. Theory Pract. 14, No. 4, Paper No. 66, 16 p. (2020). MSC: 62P20 62F03 62D05 62D10 62P25 PDF BibTeX XML Cite \textit{A. Elkadry} and \textit{G. C. McDonald}, J. Stat. Theory Pract. 14, No. 4, Paper No. 66, 16 p. (2020; Zbl 1458.62283) Full Text: DOI
Li, Li; Lee, Ji-Hyun; Sutton, Steven K.; Simmons, Vani N.; Brandon, Thomas H. A Bayesian transition model for missing longitudinal binary outcomes and an application to a smoking cessation study. (English) Zbl 07290036 Stat. Model. 20, No. 3, 310-338 (2020). MSC: 62-XX PDF BibTeX XML Cite \textit{L. Li} et al., Stat. Model. 20, No. 3, 310--338 (2020; Zbl 07290036) Full Text: DOI
Abramova, E. V.; Magaril-Il’yaev, G. G.; Sivkova, E. O. Best recovery of the solution of the Dirichlet problem in a half-space from inaccurate data. (English. Russian original) Zbl 1457.62054 Comput. Math. Math. Phys. 60, No. 10, 1656-1665 (2020); translation from Zh. Vychisl. Mat. Mat. Fiz. 60, No. 10, 1711-1720 (2020). MSC: 62D10 62G32 60J46 PDF BibTeX XML Cite \textit{E. V. Abramova} et al., Comput. Math. Math. Phys. 60, No. 10, 1656--1665 (2020; Zbl 1457.62054); translation from Zh. Vychisl. Mat. Mat. Fiz. 60, No. 10, 1711--1720 (2020) Full Text: DOI
Sportisse, Aude; Boyer, Claire; Josse, Julie Imputation and low-rank estimation with missing not at random data. (English) Zbl 1452.62174 Stat. Comput. 30, No. 6, 1629-1643 (2020). MSC: 62D10 62H12 62P10 PDF BibTeX XML Cite \textit{A. Sportisse} et al., Stat. Comput. 30, No. 6, 1629--1643 (2020; Zbl 1452.62174) Full Text: DOI arXiv
Robin, Geneviève; Klopp, Olga; Josse, Julie; Moulines, Éric; Tibshirani, Robert Main effects and interactions in mixed and incomplete data frames. (English) Zbl 1441.62145 J. Am. Stat. Assoc. 115, No. 531, 1292-1303 (2020). MSC: 62H12 62R07 PDF BibTeX XML Cite \textit{G. Robin} et al., J. Am. Stat. Assoc. 115, No. 531, 1292--1303 (2020; Zbl 1441.62145) Full Text: DOI arXiv HAL
Struski, Lukasz; Śmieja, Marek; Tabor, Jacek Pointed subspace approach to incomplete data. (English) Zbl 07223588 J. Classif. 37, No. 1, 42-57 (2020). MSC: 62H30 PDF BibTeX XML Cite \textit{L. Struski} et al., J. Classif. 37, No. 1, 42--57 (2020; Zbl 07223588) Full Text: DOI arXiv
Zou, Jingjing; Davis, Richard A.; Samorodnitsky, Gennady Extreme value analysis without the largest values: what can be done? (English) Zbl 1440.62174 Probab. Eng. Inf. Sci. 34, No. 2, 200-220 (2020). MSC: 62G32 62D10 60G70 60F17 62P12 62P35 86A15 60G15 PDF BibTeX XML Cite \textit{J. Zou} et al., Probab. Eng. Inf. Sci. 34, No. 2, 200--220 (2020; Zbl 1440.62174) Full Text: DOI arXiv
Rachdi, Mustapha; Laksaci, Ali; Almanjahie, Ibrahim M.; Chikr-Elmezouar, Zouaoui FDA: theoretical and practical efficiency of the local linear estimation based on the \(k\)NN smoothing of the conditional distribution when there are missing data. (English) Zbl 1495.62122 J. Stat. Comput. Simulation 90, No. 8, 1479-1495 (2020). MSC: 62R10 62E20 62G07 62G08 62G20 62G30 62G32 62G35 PDF BibTeX XML Cite \textit{M. Rachdi} et al., J. Stat. Comput. Simulation 90, No. 8, 1479--1495 (2020; Zbl 1495.62122) Full Text: DOI
Haghighi, Firoozeh; Castagliola, Philippe Control chart for monitoring the Weibull shape parameter under two competing risks. (English) Zbl 07551943 Commun. Stat., Simulation Comput. 48, No. 7, 2125-2137 (2019). MSC: 62N10 62N05 PDF BibTeX XML Cite \textit{F. Haghighi} and \textit{P. Castagliola}, Commun. Stat., Simulation Comput. 48, No. 7, 2125--2137 (2019; Zbl 07551943) Full Text: DOI
García, Eunice Campirán; Gutiérrez-Peña, Eduardo Nonparametric product partition models for multiple change-points analysis. (English) Zbl 07551928 Commun. Stat., Simulation Comput. 48, No. 7, 1922-1947 (2019). MSC: 62F15 62G99 62C99 PDF BibTeX XML Cite \textit{E. C. García} and \textit{E. Gutiérrez-Peña}, Commun. Stat., Simulation Comput. 48, No. 7, 1922--1947 (2019; Zbl 07551928) Full Text: DOI
Husson, François; Josse, Julie; Narasimhan, Balasubramanian; Robin, Geneviève Imputation of mixed data with multilevel singular value decomposition. (English) Zbl 07499076 J. Comput. Graph. Stat. 28, No. 3, 552-566 (2019). MSC: 62-XX PDF BibTeX XML Cite \textit{F. Husson} et al., J. Comput. Graph. Stat. 28, No. 3, 552--566 (2019; Zbl 07499076) Full Text: DOI arXiv
Sohail, Muhammad Umair; Shabbir, Javid; Kadilar, Cem Homogeneous imputation under two phase probability proportional to size sampling. (English) Zbl 1488.62011 Hacet. J. Math. Stat. 48, No. 5, 1522-1546 (2019). MSC: 62D05 PDF BibTeX XML Cite \textit{M. U. Sohail} et al., Hacet. J. Math. Stat. 48, No. 5, 1522--1546 (2019; Zbl 1488.62011) Full Text: DOI
Bentkowska, Urszula; Bazan, Jan G.; Rząsa, Wojciech; Zarȩba, Lech Application of interval-valued aggregation to optimization problem of \(k\)-NN classifiers for missing values case. (English) Zbl 1454.62192 Inf. Sci. 486, 434-449 (2019). MSC: 62H30 62D10 62C25 PDF BibTeX XML Cite \textit{U. Bentkowska} et al., Inf. Sci. 486, 434--449 (2019; Zbl 1454.62192) Full Text: DOI
Štěpnička, Martin; Cao, Nhung; Běhounek, Libor; Burda, Michal; Dolný, Aleš Missing values and dragonfly operations in fuzzy relational compositions. (English) Zbl 1476.68259 Int. J. Approx. Reasoning 113, 149-170 (2019). Reviewer: Esko Turunen (Wien) MSC: 68T37 03B52 03E72 03G25 68P15 PDF BibTeX XML Cite \textit{M. Štěpnička} et al., Int. J. Approx. Reasoning 113, 149--170 (2019; Zbl 1476.68259) Full Text: DOI
Guinness, Joseph Spectral density estimation for random fields via periodic embeddings. (English) Zbl 1435.62122 Biometrika 106, No. 2, 267-286 (2019). Reviewer: Claudia Simionescu-Badea (Wien) MSC: 62G05 62L12 60G15 62M15 62D10 85A04 PDF BibTeX XML Cite \textit{J. Guinness}, Biometrika 106, No. 2, 267--286 (2019; Zbl 1435.62122) Full Text: DOI arXiv Link
Cui, Ruifei; Bucur, Ioan Gabriel; Groot, Perry; Heskes, Tom A novel Bayesian approach for latent variable modeling from mixed data with missing values. (English) Zbl 1430.62098 Stat. Comput. 29, No. 5, 977-993 (2019). MSC: 62H05 62D10 PDF BibTeX XML Cite \textit{R. Cui} et al., Stat. Comput. 29, No. 5, 977--993 (2019; Zbl 1430.62098) Full Text: DOI arXiv
Cui, Ruifei; Groot, Perry; Heskes, Tom Learning causal structure from mixed data with missing values using Gaussian copula models. (English) Zbl 1430.62099 Stat. Comput. 29, No. 2, 311-333 (2019). MSC: 62H05 62D10 68T05 PDF BibTeX XML Cite \textit{R. Cui} et al., Stat. Comput. 29, No. 2, 311--333 (2019; Zbl 1430.62099) Full Text: DOI
Parrella, Maria Lucia; Albano, Giuseppina; La Rocca, Michele; Perna, Cira Reconstructing missing data sequences in multivariate time series: an application to environmental data. (English) Zbl 1427.62105 Stat. Methods Appl. 28, No. 2, 359-383 (2019). MSC: 62M10 62D10 62H11 62P12 62H20 PDF BibTeX XML Cite \textit{M. L. Parrella} et al., Stat. Methods Appl. 28, No. 2, 359--383 (2019; Zbl 1427.62105) Full Text: DOI
Shih, Yu-Shan; Liu, Kuang-Hsun Regression trees for detecting preference patterns from rank data. (English) Zbl 1459.62232 Adv. Data Anal. Classif., ADAC 13, No. 3, 683-702 (2019). MSC: 62R07 62G08 62J15 62H30 62-08 PDF BibTeX XML Cite \textit{Y.-S. Shih} and \textit{K.-H. Liu}, Adv. Data Anal. Classif., ADAC 13, No. 3, 683--702 (2019; Zbl 1459.62232) Full Text: DOI
Tsukada, Shin-ichi Unbiased estimator for a covariance matrix in a three-step monotone incomplete sample. (English) Zbl 1429.62191 Linear Algebra Appl. 579, 169-205 (2019). MSC: 62H12 62F12 62E20 62D10 PDF BibTeX XML Cite \textit{S.-i. Tsukada}, Linear Algebra Appl. 579, 169--205 (2019; Zbl 1429.62191) Full Text: DOI
Meyer, Patrick; Olteanu, Alexandru-Liviu Handling imprecise and missing evaluations in multi-criteria majority-rule sorting. (English) Zbl 1458.90396 Comput. Oper. Res. 110, 135-147 (2019). MSC: 90B50 PDF BibTeX XML Cite \textit{P. Meyer} and \textit{A.-L. Olteanu}, Comput. Oper. Res. 110, 135--147 (2019; Zbl 1458.90396) Full Text: DOI
Ilić, Ivana; Veličković, Vladica M. Simple tail index estimation for dependent and heterogeneous data with missing values. (English) Zbl 1414.62420 Braz. J. Probab. Stat. 33, No. 1, 192-203 (2019). MSC: 62P05 62G32 PDF BibTeX XML Cite \textit{I. Ilić} and \textit{V. M. Veličković}, Braz. J. Probab. Stat. 33, No. 1, 192--203 (2019; Zbl 1414.62420) Full Text: DOI Euclid
Dinh, Duy-Tai; Huynh, Van-Nam \(k\)-CCM: a center-based algorithm for clustering categorical data with missing values. (English) Zbl 1517.62068 Torra, Vicenç (ed.) et al., Modeling decisions for artificial intelligence. 15th international conference, MDAI 2018, Mallorca, Spain, October 15–18, 2018. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 11144, 267-279 (2018). MSC: 62H30 62D10 68T05 PDF BibTeX XML Cite \textit{D.-T. Dinh} and \textit{V.-N. Huynh}, Lect. Notes Comput. Sci. 11144, 267--279 (2018; Zbl 1517.62068) Full Text: DOI
Murinová, Petra; Pavliska, Viktor; Burda, Michal Association analysis on interval-valued fuzzy sets. (English) Zbl 1517.68384 Torra, Vicenç (ed.) et al., Modeling decisions for artificial intelligence. 15th international conference, MDAI 2018, Mallorca, Spain, October 15–18, 2018. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 11144, 89-100 (2018). MSC: 68T37 03E72 PDF BibTeX XML Cite \textit{P. Murinová} et al., Lect. Notes Comput. Sci. 11144, 89--100 (2018; Zbl 1517.68384) Full Text: DOI
Lin, Tsung-I; Wang, Wan-Lun; Mclachlan, Geoffrey J.; Lee, Sharon X. Robust mixtures of factor analysis models using the restricted multivariate skew-\(t\) distribution. (English) Zbl 07289498 Stat. Model. 18, No. 1, 50-72 (2018). MSC: 62-XX PDF BibTeX XML Cite \textit{T.-I Lin} et al., Stat. Model. 18, No. 1, 50--72 (2018; Zbl 07289498) Full Text: DOI
Sohail, Muhammad Umair; Shabbir, Javid; Ahmed, Shakeel A class of ratio type estimators for imputing the missing values under rank set sampling. (English) Zbl 1426.62045 J. Stat. Theory Pract. 12, No. 4, 704-717 (2018). MSC: 62D05 PDF BibTeX XML Cite \textit{M. U. Sohail} et al., J. Stat. Theory Pract. 12, No. 4, 704--717 (2018; Zbl 1426.62045) Full Text: DOI
de Rooij, Mark Transitional modeling of experimental longitudinal data with missing values. (English) Zbl 1414.62013 Adv. Data Anal. Classif., ADAC 12, No. 1, 107-130 (2018). MSC: 62-07 62P25 62H30 PDF BibTeX XML Cite \textit{M. de Rooij}, Adv. Data Anal. Classif., ADAC 12, No. 1, 107--130 (2018; Zbl 1414.62013) Full Text: DOI
Zhou, Xinyi; Hu, Yong; Deng, Yong; Chan, Felix T. S.; Ishizaka, Alessio A DEMATEL-based completion method for incomplete pairwise comparison matrix in AHP. (English) Zbl 1434.90075 Ann. Oper. Res. 271, No. 2, 1045-1066 (2018). MSC: 90B50 90C08 PDF BibTeX XML Cite \textit{X. Zhou} et al., Ann. Oper. Res. 271, No. 2, 1045--1066 (2018; Zbl 1434.90075) Full Text: DOI arXiv
Gómez-Rubio, Virgilio; Rue, Håvard Markov chain Monte Carlo with the integrated nested Laplace approximation. (English) Zbl 1405.62078 Stat. Comput. 28, No. 5, 1033-1051 (2018). MSC: 62H30 62F15 62J07 PDF BibTeX XML Cite \textit{V. Gómez-Rubio} and \textit{H. Rue}, Stat. Comput. 28, No. 5, 1033--1051 (2018; Zbl 1405.62078) Full Text: DOI arXiv
Audigier, Vincent; White, Ian R.; Jolani, Shahab; Debray, Thomas P. A.; Quartagno, Matteo; Carpenter, James; van Buuren, Stef; Resche-Rigon, Matthieu Multiple imputation for multilevel data with continuous and binary variables. (English) Zbl 1397.62265 Stat. Sci. 33, No. 2, 160-183 (2018). MSC: 62J15 62H30 PDF BibTeX XML Cite \textit{V. Audigier} et al., Stat. Sci. 33, No. 2, 160--183 (2018; Zbl 1397.62265) Full Text: DOI arXiv Euclid
Asfha, Huruy Debessay; Kilinc, Betul Kan Appraisal of performance of three tree-based classification methods. (English) Zbl 1397.62215 Tez, Müjgan (ed.) et al., Trends and perspectives in linear statistical inference. Proceedings of the LINSTAT2016 meeting held 22–25 August 2016 in Istanbul, Turkey. Cham: Springer (ISBN 978-3-319-73240-4/hbk; 978-3-319-73241-1/ebook). Contributions to Statistics, 41-55 (2018). MSC: 62H30 62P30 PDF BibTeX XML Cite \textit{H. D. Asfha} and \textit{B. K. Kilinc}, in: Trends and perspectives in linear statistical inference. Proceedings of the LINSTAT2016 meeting held 22--25 August 2016 in Istanbul, Turkey. Cham: Springer. 41--55 (2018; Zbl 1397.62215) Full Text: DOI
Jung, Byoung Cheol; Cheon, Sooyoung; Lim, Hwa Kyung Mixtures of regression models with incomplete and noisy data. (English) Zbl 1392.62154 Commun. Stat., Simulation Comput. 47, No. 2, 444-463 (2018). MSC: 62H12 62J05 62F35 62H10 62H30 49N30 PDF BibTeX XML Cite \textit{B. C. Jung} et al., Commun. Stat., Simulation Comput. 47, No. 2, 444--463 (2018; Zbl 1392.62154) Full Text: DOI
Johnson, Charles R.; Zhang, Yulin Multiplicity lists for symmetric matrices whose graphs have few missing edges. (English) Zbl 1380.15009 Linear Algebra Appl. 540, 221-233 (2018). MSC: 15A18 15B57 05C50 PDF BibTeX XML Cite \textit{C. R. Johnson} and \textit{Y. Zhang}, Linear Algebra Appl. 540, 221--233 (2018; Zbl 1380.15009) Full Text: DOI Link
Szeląg, Marcin; Błaszczyński, Jerzy; Słowiński, Roman Rough set analysis of classification data with missing values. (English) Zbl 1489.68304 Polkowski, Lech (ed.) et al., Rough sets. International joint conference, IJCRS 2017, Olsztyn, Poland, July 3–7, 2017. Proceedings. Part I. Cham: Springer. Lect. Notes Comput. Sci. 10313, 552-565 (2017). MSC: 68T37 62H30 PDF BibTeX XML Cite \textit{M. Szeląg} et al., Lect. Notes Comput. Sci. 10313, 552--565 (2017; Zbl 1489.68304) Full Text: DOI
Amro, Lubna; Pauly, Markus Permuting incomplete paired data: a novel exact and asymptotic correct randomization test. (English) Zbl 07191993 J. Stat. Comput. Simulation 87, No. 6, 1148-1159 (2017). MSC: 62G09 62G10 PDF BibTeX XML Cite \textit{L. Amro} and \textit{M. Pauly}, J. Stat. Comput. Simulation 87, No. 6, 1148--1159 (2017; Zbl 07191993) Full Text: DOI arXiv
Petroff, David A simple correction to completer analyses and improvement on baseline observation carried forward. (English) Zbl 1405.62198 Biometrics 73, No. 4, 1366-1378 (2017). MSC: 62P10 62D05 PDF BibTeX XML Cite \textit{D. Petroff}, Biometrics 73, No. 4, 1366--1378 (2017; Zbl 1405.62198) Full Text: DOI
Sundarmurthy, Bruhathi; Koutris, Paraschos; Lang, Willis; Naughton, Jeffrey; Tannen, Val \(m\)-tables: representing missing data. (English) Zbl 1402.68053 Benedikt, Michael (ed.) et al., 20th international conference on database theory, ICDT 2017, Venice, Italy, March 21–24, 2017. Proceedings. Wadern: Schloss Dagstuhl – Leibniz Zentrum für Informatik (ISBN 978-3-95977-024-8). LIPIcs – Leibniz International Proceedings in Informatics 68, Article 21, 20 p. (2017). MSC: 68P15 PDF BibTeX XML Cite \textit{B. Sundarmurthy} et al., LIPIcs -- Leibniz Int. Proc. Inform. 68, Article 21, 20 p. (2017; Zbl 1402.68053) Full Text: DOI
Holland, Matthew J.; Ikeda, Kazushi Robust regression using biased objectives. (English) Zbl 1460.62105 Mach. Learn. 106, No. 9-10, 1643-1679 (2017). MSC: 62J02 62G08 62G35 62G32 62D10 PDF BibTeX XML Cite \textit{M. J. Holland} and \textit{K. Ikeda}, Mach. Learn. 106, No. 9--10, 1643--1679 (2017; Zbl 1460.62105) Full Text: DOI
Glavaš, Lenka; Mladenović, Pavle; Samorodnitsky, Gennady Extreme values of the uniform order 1 autoregressive processes and missing observations. (English) Zbl 1387.60085 Extremes 20, No. 3, 671-690 (2017). MSC: 60G70 60G10 PDF BibTeX XML Cite \textit{L. Glavaš} et al., Extremes 20, No. 3, 671--690 (2017; Zbl 1387.60085) Full Text: DOI
Giraldo, Ramón; Pacheco, Óscar; Orozco, Astrid Geostatistics applied to autorregresive time series: a simulation study. (Spanish. English summary) Zbl 1378.86011 Rev. Integr. 35, No. 1, 83-102 (2017). MSC: 86A32 62M10 62M20 62M30 PDF BibTeX XML Cite \textit{R. Giraldo} et al., Rev. Integr. 35, No. 1, 83--102 (2017; Zbl 1378.86011) Full Text: DOI
Zhang, Xiaoqin; Cheng, Yuying Imputation of missing values for compositional data based on random forest. (Chinese. English summary) Zbl 1389.62071 Chin. J. Appl. Probab. Stat. 33, No. 1, 102-110 (2017). MSC: 62G05 PDF BibTeX XML Cite \textit{X. Zhang} and \textit{Y. Cheng}, Chin. J. Appl. Probab. Stat. 33, No. 1, 102--110 (2017; Zbl 1389.62071) Full Text: DOI
Faisal, Shahla; Tutz, Gerhard Missing value imputation for gene expression data by tailored nearest neighbors. (English) Zbl 1371.92048 Stat. Appl. Genet. Mol. Biol. 16, No. 2, 95-106 (2017). MSC: 92C40 92B15 62P10 PDF BibTeX XML Cite \textit{S. Faisal} and \textit{G. Tutz}, Stat. Appl. Genet. Mol. Biol. 16, No. 2, 95--106 (2017; Zbl 1371.92048) Full Text: DOI
Marín-Jiménez, Ana Eugenia; Roldán-Nofuentes, José Antonio Comparison of the predictive values of multiple binary diagnostic tests in the presence of ignorable missing data. (English) Zbl 1369.62300 REVSTAT 15, No. 1, 45-64 (2017). MSC: 62P10 62H15 PDF BibTeX XML Cite \textit{A. E. Marín-Jiménez} and \textit{J. A. Roldán-Nofuentes}, REVSTAT 15, No. 1, 45--64 (2017; Zbl 1369.62300) Full Text: Link
Bhadra, Sahely; Kaski, Samuel; Rousu, Juho Multi-view kernel completion. (English) Zbl 1460.62040 Mach. Learn. 106, No. 5, 713-739 (2017). MSC: 62G05 62D10 68T05 PDF BibTeX XML Cite \textit{S. Bhadra} et al., Mach. Learn. 106, No. 5, 713--739 (2017; Zbl 1460.62040) Full Text: DOI arXiv
Tian, Ying; Li, Shunyong; Zhang, Xiaoqin A new modified EM algorithm based on MCLasso in compositional data. (Chinese. English summary) Zbl 1374.62074 J. Yunnan Minzu Univ., Nat. Sci. 26, No. 1, 50-54 (2017). MSC: 62H25 PDF BibTeX XML Cite \textit{Y. Tian} et al., J. Yunnan Minzu Univ., Nat. Sci. 26, No. 1, 50--54 (2017; Zbl 1374.62074)
Audigier, Vincent; Husson, François; Josse, Julie MIMCA: multiple imputation for categorical variables with multiple correspondence analysis. (English) Zbl 1505.62485 Stat. Comput. 27, No. 2, 501-518 (2017). MSC: 62H25 62-08 PDF BibTeX XML Cite \textit{V. Audigier} et al., Stat. Comput. 27, No. 2, 501--518 (2017; Zbl 1505.62485) Full Text: DOI arXiv
Ma, Xiaofei; Zhong, Qiuyan Missing value imputation method for disaster decision-making using \(K\) nearest neighbor. (English) Zbl 1514.62750 J. Appl. Stat. 43, No. 4, 767-781 (2016). MSC: 62-XX PDF BibTeX XML Cite \textit{X. Ma} and \textit{Q. Zhong}, J. Appl. Stat. 43, No. 4, 767--781 (2016; Zbl 1514.62750) Full Text: DOI
Himmelspach, Ludmila; Conrad, Stefan Fuzzy \(c\)-means clustering of incomplete data using dimension-wise fuzzy variances of clusters. (English) Zbl 1457.62199 Carvalho, Joao Paulo (ed.) et al., Information processing and management of uncertainty in knowledge-based systems. 16th international conference, IPMU 2016, Eindhoven, The Netherlands, June 20–24, 2016. Proceedings. Part I. Cham: Springer. Commun. Comput. Inf. Sci. 610, 699-710 (2016). MSC: 62H30 62H86 62D10 PDF BibTeX XML Cite \textit{L. Himmelspach} and \textit{S. Conrad}, Commun. Comput. Inf. Sci. 610, 699--710 (2016; Zbl 1457.62199) Full Text: DOI
Audigier, Vincent; Husson, François; Josse, Julie Multiple imputation for continuous variables using a Bayesian principal component analysis. (English) Zbl 1510.62262 J. Stat. Comput. Simulation 86, No. 11, 2140-2156 (2016). MSC: 62H25 62F15 62-08 PDF BibTeX XML Cite \textit{V. Audigier} et al., J. Stat. Comput. Simulation 86, No. 11, 2140--2156 (2016; Zbl 1510.62262) Full Text: DOI arXiv
Audigier, Vincent; Husson, François; Josse, Julie A principal component method to impute missing values for mixed data. (English) Zbl 1414.62206 Adv. Data Anal. Classif., ADAC 10, No. 1, 5-26 (2016). MSC: 62H25 PDF BibTeX XML Cite \textit{V. Audigier} et al., Adv. Data Anal. Classif., ADAC 10, No. 1, 5--26 (2016; Zbl 1414.62206) Full Text: DOI arXiv
Lucas, André; Opschoor, Anne; Schaumburg, Julia Accounting for missing values in score-driven time-varying parameter models. (English) Zbl 1400.62191 Econ. Lett. 148, 96-98 (2016). MSC: 62M10 62P20 PDF BibTeX XML Cite \textit{A. Lucas} et al., Econ. Lett. 148, 96--98 (2016; Zbl 1400.62191) Full Text: DOI
Zhang, Qiaoya; She, Yiyuan Sparse generalized principal component analysis for large-scale applications beyond Gaussianity. (English) Zbl 1405.62072 Stat. Interface 9, No. 4, 521-533 (2016). MSC: 62H25 62J12 62H12 PDF BibTeX XML Cite \textit{Q. Zhang} and \textit{Y. She}, Stat. Interface 9, No. 4, 521--533 (2016; Zbl 1405.62072) Full Text: DOI arXiv
Raghunathan, Trivellore Missing data analysis in practice. (English) Zbl 1377.62006 Chapman & Hall/CRC Interdisciplinary Statistics Series. Boca Raton, FL: CRC Press (ISBN 978-1-4822-1192-4/hbk; 978-1-4822-1193-1/ebook). xix, 210 p. (2016). Reviewer: Apostolos Batsidis (Ioannina) MSC: 62-01 62D05 62Jxx 62N05 62P10 PDF BibTeX XML Cite \textit{T. Raghunathan}, Missing data analysis in practice. Boca Raton, FL: CRC Press (2016; Zbl 1377.62006) Full Text: DOI
Cheng, Yuying; Zhang, Xiaoqin An imputation method for missing data based on sigmoid kernel in composition data. (Chinese. English summary) Zbl 1374.62120 J. Yunnan Minzu Univ., Nat. Sci. 25, No. 6, 531-535 (2016). MSC: 62N01 62D05 PDF BibTeX XML Cite \textit{Y. Cheng} and \textit{X. Zhang}, J. Yunnan Minzu Univ., Nat. Sci. 25, No. 6, 531--535 (2016; Zbl 1374.62120)
Stanford, Tyman E. Statistical analysis of proteomic mass spectrometry data for the identification of biomarkers and disease diagnosis. (Abstract of thesis). (English) Zbl 1362.62196 Bull. Aust. Math. Soc. 94, No. 2, 345-346 (2016). MSC: 62P10 62H30 62H35 62J12 PDF BibTeX XML Cite \textit{T. E. Stanford}, Bull. Aust. Math. Soc. 94, No. 2, 345--346 (2016; Zbl 1362.62196) Full Text: DOI
El-Sayed, Sayed Mesheal; El-Sheikh, Ahmed Amin; Abdelwahab, Mahmoud Mohamed Estimation of AR(1) models with missing values. (English) Zbl 1359.62366 Adv. Appl. Stat. 49, No. 6, 485-492 (2016). MSC: 62M10 60G10 62F35 PDF BibTeX XML Cite \textit{S. M. El-Sayed} et al., Adv. Appl. Stat. 49, No. 6, 485--492 (2016; Zbl 1359.62366) Full Text: DOI Link
Abdallah, Loai; Shimshoni, Ilan Lookahead selective sampling for incomplete data. (English) Zbl 1355.93107 Int. J. Appl. Math. Comput. Sci. 26, No. 4, 871-884 (2016). MSC: 93C57 93C41 PDF BibTeX XML Cite \textit{L. Abdallah} and \textit{I. Shimshoni}, Int. J. Appl. Math. Comput. Sci. 26, No. 4, 871--884 (2016; Zbl 1355.93107) Full Text: DOI
Gillard, J. W.; Zhigljavsky, A. A. Weighted norms in subspace-based methods for time series analysis. (English) Zbl 1413.62139 Numer. Linear Algebra Appl. 23, No. 5, 947-967 (2016). MSC: 62M10 62M20 65F15 PDF BibTeX XML Cite \textit{J. W. Gillard} and \textit{A. A. Zhigljavsky}, Numer. Linear Algebra Appl. 23, No. 5, 947--967 (2016; Zbl 1413.62139) Full Text: DOI Link
Zhang, Xiaoqin; Wang, Min Imputation of missing values for compositional data based on principal component analysis. (Chinese. English summary) Zbl 1363.62056 Chin. J. Appl. Probab. Stat. 32, No. 1, 101-110 (2016). MSC: 62H25 62H12 62G05 PDF BibTeX XML Cite \textit{X. Zhang} and \textit{M. Wang}, Chin. J. Appl. Probab. Stat. 32, No. 1, 101--110 (2016; Zbl 1363.62056) Full Text: DOI
Manisera, Marica; Zuccolotto, Paola Treatment of ‘don’t know’ responses in a mixture model for rating data. (English) Zbl 1394.62086 Metron 74, No. 1, 99-115 (2016). MSC: 62H30 62P25 PDF BibTeX XML Cite \textit{M. Manisera} and \textit{P. Zuccolotto}, Metron 74, No. 1, 99--115 (2016; Zbl 1394.62086) Full Text: DOI
Den Boogaart, Karl Gerald van; Tolosana-Delgado, Raimon; Templ, Matthias Regression with compositional response having unobserved components or below detection limit values. (English) Zbl 07258985 Stat. Model. 15, No. 2, 191-213 (2015). MSC: 62-XX PDF BibTeX XML Cite \textit{K. G. van Den Boogaart} et al., Stat. Model. 15, No. 2, 191--213 (2015; Zbl 07258985) Full Text: DOI
Ubukata, Seiki; Miyazaki, Taro; Notsu, Akira; Honda, Katsuhiro; Inuiguchi, Masahiro An ensemble learning approach based on missing-valued tables. (English) Zbl 1444.68164 Yao, Yiyu (ed.) et al., Rough sets, fuzzy sets, data mining, and granular computing. 15th international conference, RSFDGrC 2015, Tianjin, China, November 20–23, 2015. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 9437, 310-321 (2015). MSC: 68T05 68T37 PDF BibTeX XML Cite \textit{S. Ubukata} et al., Lect. Notes Comput. Sci. 9437, 310--321 (2015; Zbl 1444.68164) Full Text: DOI
Liu, Juxin; Liu, Wei; Wu, Lang; Yan, Guohua A flexible approach for multivariate mixed-effects models with non-ignorable missing values. (English) Zbl 1510.62060 J. Stat. Comput. Simulation 85, No. 18, 3727-3743 (2015). MSC: 62-08 62D10 62C10 62G99 PDF BibTeX XML Cite \textit{J. Liu} et al., J. Stat. Comput. Simulation 85, No. 18, 3727--3743 (2015; Zbl 1510.62060) Full Text: DOI
Simiński, Krzysztof Rough subspace neuro-fuzzy system. (English) Zbl 1360.68847 Fuzzy Sets Syst. 269, 30-46 (2015). MSC: 68T37 PDF BibTeX XML Cite \textit{K. Simiński}, Fuzzy Sets Syst. 269, 30--46 (2015; Zbl 1360.68847) Full Text: DOI
Kelleher, John D.; Mac Namee, Brian; D’Arcy, Aoife Fundamentals of machine learning for predictive data analytics. Algorithms, worked examples, and case studies. (English) Zbl 1393.68007 Cambridge, MA: MIT Press (ISBN 978-0-262-02944-5/hbk; 978-0-262-33172-2/ebook). xxii, 595 p. (2015). Reviewer: Irina Ioana Mohorianu (Oxford) MSC: 68-02 68T05 PDF BibTeX XML Cite \textit{J. D. Kelleher} et al., Fundamentals of machine learning for predictive data analytics. Algorithms, worked examples, and case studies. Cambridge, MA: MIT Press (2015; Zbl 1393.68007)