Oballe, Christopher; Cherne, Alan; Boothe, Dave; Kerick, Scott; Franaszczuk, Piotr J.; Maroulas, Vasileios Bayesian topological signal processing. (English) Zbl 07512203 Discrete Contin. Dyn. Syst., Ser. S 15, No. 4, 797-817 (2022). MSC: 55N31 68T07 PDF BibTeX XML Cite \textit{C. Oballe} et al., Discrete Contin. Dyn. Syst., Ser. S 15, No. 4, 797--817 (2022; Zbl 07512203) Full Text: DOI OpenURL
Campagner, Andrea; Ciucci, Davide; Denœux, Thierry Belief functions and rough sets: survey and new insights. (English) Zbl 07478971 Int. J. Approx. Reasoning 143, 192-215 (2022). MSC: 68T37 PDF BibTeX XML Cite \textit{A. Campagner} et al., Int. J. Approx. Reasoning 143, 192--215 (2022; Zbl 07478971) Full Text: DOI OpenURL
Li, Min; Wang, Yishui; Xu, Dachuan; Zhang, Dongmei The approximation algorithm based on seeding method for functional \(k\)-means problem. (English) Zbl 07475198 J. Ind. Manag. Optim. 18, No. 1, 411-426 (2022). MSC: 90C27 68W25 PDF BibTeX XML Cite \textit{M. Li} et al., J. Ind. Manag. Optim. 18, No. 1, 411--426 (2022; Zbl 07475198) Full Text: DOI OpenURL
Levantesi, Susanna; Nigri, Andrea; Piscopo, Gabriella Clustering-based simultaneous forecasting of life expectancy time series through Long-Short Term Memory Neural Networks. (English) Zbl 07460579 Int. J. Approx. Reasoning 140, 282-297 (2022). MSC: 68T37 PDF BibTeX XML Cite \textit{S. Levantesi} et al., Int. J. Approx. Reasoning 140, 282--297 (2022; Zbl 07460579) Full Text: DOI OpenURL
Dutang, Christophe; Guibert, Quentin An explicit split point procedure in model-based trees allowing for a quick fitting of GLM trees and GLM forests. (English) Zbl 1477.62004 Stat. Comput. 32, No. 1, Paper No. 6, 22 p. (2022). MSC: 62-08 62H30 68T05 PDF BibTeX XML Cite \textit{C. Dutang} and \textit{Q. Guibert}, Stat. Comput. 32, No. 1, Paper No. 6, 22 p. (2022; Zbl 1477.62004) Full Text: DOI OpenURL
Bittracher, Andreas; Schütte, Christof A probabilistic algorithm for aggregating vastly undersampled large Markov chains. (English) Zbl 07493971 Physica D 416, Article ID 132799, 19 p. (2021). MSC: 68-XX 90-XX PDF BibTeX XML Cite \textit{A. Bittracher} and \textit{C. Schütte}, Physica D 416, Article ID 132799, 19 p. (2021; Zbl 07493971) Full Text: DOI OpenURL
Nikolentzos, Giannis; Siglidis, Giannis; Vazirgiannis, Michalis Graph kernels: a survey. (English) Zbl 07470369 J. Artif. Intell. Res. (JAIR) 72, 943-1027 (2021). MSC: 68Txx PDF BibTeX XML Cite \textit{G. Nikolentzos} et al., J. Artif. Intell. Res. (JAIR) 72, 943--1027 (2021; Zbl 07470369) Full Text: DOI arXiv OpenURL
Vouros, Avgoustinos; Langdell, Stephen; Croucher, Mike; Vasilaki, Eleni An empirical comparison between stochastic and deterministic centroid initialisation for K-means variations. (English) Zbl 07465661 Mach. Learn. 110, No. 8, 1975-2003 (2021). MSC: 68T05 PDF BibTeX XML Cite \textit{A. Vouros} et al., Mach. Learn. 110, No. 8, 1975--2003 (2021; Zbl 07465661) Full Text: DOI arXiv OpenURL
Baesens, Bart; Höppner, Sebastiaan; Ortner, Irene; Verdonck, Tim RobROSE: a robust approach for dealing with imbalanced data in fraud detection. (English) Zbl 1480.62119 Stat. Methods Appl. 30, No. 3, 841-861 (2021). MSC: 62H30 62J12 68T10 PDF BibTeX XML Cite \textit{B. Baesens} et al., Stat. Methods Appl. 30, No. 3, 841--861 (2021; Zbl 1480.62119) Full Text: DOI arXiv OpenURL
Luo, Junjie; Molter, Hendrik; Suchý, Ondřej A parameterized complexity view on collapsing \(k\)-cores. (English) Zbl 07449502 Theory Comput. Syst. 65, No. 8, 1243-1282 (2021). MSC: 68R10 05C85 68Qxx 91D30 PDF BibTeX XML Cite \textit{J. Luo} et al., Theory Comput. Syst. 65, No. 8, 1243--1282 (2021; Zbl 07449502) Full Text: DOI OpenURL
De Luca, Giovanni; Zuccolotto, Paola Hierarchical time series clustering on tail dependence with linkage based on a multivariate copula approach. (English) Zbl 07443203 Int. J. Approx. Reasoning 139, 88-103 (2021). MSC: 68T37 PDF BibTeX XML Cite \textit{G. De Luca} and \textit{P. Zuccolotto}, Int. J. Approx. Reasoning 139, 88--103 (2021; Zbl 07443203) Full Text: DOI OpenURL
Bertsimas, Dimitris; Orfanoudaki, Agni; Wiberg, Holly Interpretable clustering: an optimization approach. (English) Zbl 07432799 Mach. Learn. 110, No. 1, 89-138 (2021). MSC: 68T05 PDF BibTeX XML Cite \textit{D. Bertsimas} et al., Mach. Learn. 110, No. 1, 89--138 (2021; Zbl 07432799) Full Text: DOI OpenURL
Carlsson, Gunnar; Mémoli, Facundo; Segarra, Santiago Robust hierarchical clustering for directed networks: an axiomatic approach. (English) Zbl 07430673 SIAM J. Appl. Algebra Geom. 5, No. 4, 675-700 (2021). MSC: 68R10 68R12 62H30 91C20 PDF BibTeX XML Cite \textit{G. Carlsson} et al., SIAM J. Appl. Algebra Geom. 5, No. 4, 675--700 (2021; Zbl 07430673) Full Text: DOI arXiv OpenURL
Vovan, Tai; Phamtoan, Dinh; Tuan, Le Hoang; Nguyentrang, Thao An automatic clustering for interval data using the genetic algorithm. (English) Zbl 1477.62164 Ann. Oper. Res. 303, No. 1-2, 359-380 (2021). MSC: 62H30 62-08 68W50 PDF BibTeX XML Cite \textit{T. Vovan} et al., Ann. Oper. Res. 303, No. 1--2, 359--380 (2021; Zbl 1477.62164) Full Text: DOI OpenURL
Alonso, Andrés M.; D’Urso, Pierpaolo; Gamboa, Carolina; Guerrero, Vanesa Cophenetic-based fuzzy clustering of time series by linear dependency. (English) Zbl 07415312 Int. J. Approx. Reasoning 137, 114-136 (2021). MSC: 68T37 PDF BibTeX XML Cite \textit{A. M. Alonso} et al., Int. J. Approx. Reasoning 137, 114--136 (2021; Zbl 07415312) Full Text: DOI OpenURL
La Rocca, Michele; Giordano, Francesco; Perna, Cira Clustering nonlinear time series with neural network bootstrap forecast distributions. (English) Zbl 07415304 Int. J. Approx. Reasoning 137, 1-15 (2021). MSC: 68T37 PDF BibTeX XML Cite \textit{M. La Rocca} et al., Int. J. Approx. Reasoning 137, 1--15 (2021; Zbl 07415304) Full Text: DOI OpenURL
D’Urso, Pierpaolo; García-Escudero, Luis A.; De Giovanni, Livia; Vitale, Vincenzina; Mayo-Iscar, Agustín Robust fuzzy clustering of time series based on B-splines. (English) Zbl 07415297 Int. J. Approx. Reasoning 136, 223-246 (2021). MSC: 68T37 PDF BibTeX XML Cite \textit{P. D'Urso} et al., Int. J. Approx. Reasoning 136, 223--246 (2021; Zbl 07415297) Full Text: DOI OpenURL
Guo, Jing; Lu, Wei; Yang, Jianhua; Liu, Xiaodong A rule-based granular model development for interval-valued time series. (English) Zbl 07415296 Int. J. Approx. Reasoning 136, 201-222 (2021). MSC: 68T37 PDF BibTeX XML Cite \textit{J. Guo} et al., Int. J. Approx. Reasoning 136, 201--222 (2021; Zbl 07415296) Full Text: DOI OpenURL
Campagner, Andrea; Ciucci, Davide; Hüllermeier, Eyke Rough set-based feature selection for weakly labeled data. (English) Zbl 07415294 Int. J. Approx. Reasoning 136, 150-167 (2021). MSC: 68T37 PDF BibTeX XML Cite \textit{A. Campagner} et al., Int. J. Approx. Reasoning 136, 150--167 (2021; Zbl 07415294) Full Text: DOI OpenURL
Gallo, Giampiero M.; Lacava, Demetrio; Otranto, Edoardo On classifying the effects of policy announcements on volatility. (English) Zbl 07414899 Int. J. Approx. Reasoning 134, 23-33 (2021). MSC: 68T37 PDF BibTeX XML Cite \textit{G. M. Gallo} et al., Int. J. Approx. Reasoning 134, 23--33 (2021; Zbl 07414899) Full Text: DOI arXiv OpenURL
Tang, Jiayi; Wan, Zhong Orthogonal dual graph-regularized nonnegative matrix factorization for co-clustering. (English) Zbl 1466.62359 J. Sci. Comput. 87, No. 3, Paper No. 66, 37 p. (2021). MSC: 62H30 62H22 15A23 68T05 PDF BibTeX XML Cite \textit{J. Tang} and \textit{Z. Wan}, J. Sci. Comput. 87, No. 3, Paper No. 66, 37 p. (2021; Zbl 1466.62359) Full Text: DOI OpenURL
Ogasawara, Yu; Kon, Masamichi Two clustering methods based on the Ward’s method and dendrograms with interval-valued dissimilarities for interval-valued data. (English) Zbl 07325903 Int. J. Approx. Reasoning 129, 103-121 (2021). MSC: 68T37 PDF BibTeX XML Cite \textit{Y. Ogasawara} and \textit{M. Kon}, Int. J. Approx. Reasoning 129, 103--121 (2021; Zbl 07325903) Full Text: DOI OpenURL
Chapel, Marie-Neige; Bouwmans, Thierry Moving objects detection with a moving camera: a comprehensive review. (English) Zbl 07456648 Comput. Sci. Rev. 38, Article ID 100310, 31 p. (2020). MSC: 68T45 68-02 PDF BibTeX XML Cite \textit{M.-N. Chapel} and \textit{T. Bouwmans}, Comput. Sci. Rev. 38, Article ID 100310, 31 p. (2020; Zbl 07456648) Full Text: DOI OpenURL
Zhao, Chenyue; Alizadeh, Hosein; Minaei, Behrouz; Mohamadpoor, Majid; Parvin, Hamid; Mahmoudi, Mohammad Reza Social network optimization for cluster ensemble selection. (English) Zbl 07350044 Fundam. Inform. 176, No. 1, 79-102 (2020). MSC: 68-XX PDF BibTeX XML Cite \textit{C. Zhao} et al., Fundam. Inform. 176, No. 1, 79--102 (2020; Zbl 07350044) Full Text: DOI OpenURL
Lausser, Ludwig; Szekely, Robin; Kestler, Hans A. Chained correlations for feature selection. (English) Zbl 1474.62233 Adv. Data Anal. Classif., ADAC 14, No. 4, 871-884 (2020). MSC: 62H30 62H20 68T10 62P10 PDF BibTeX XML Cite \textit{L. Lausser} et al., Adv. Data Anal. Classif., ADAC 14, No. 4, 871--884 (2020; Zbl 1474.62233) Full Text: DOI OpenURL
Telikani, Akbar; Gandomi, Amir H.; Shahbahrami, Asadollah A survey of evolutionary computation for association rule mining. (English) Zbl 1458.68204 Inf. Sci. 524, 318-352 (2020). MSC: 68T20 68T05 68W50 PDF BibTeX XML Cite \textit{A. Telikani} et al., Inf. Sci. 524, 318--352 (2020; Zbl 1458.68204) Full Text: DOI OpenURL
Wang, Jieting; Qian, Yuhua; Li, Feijiang Learning with mitigating random consistency from the accuracy measure. (English) Zbl 07289228 Mach. Learn. 109, No. 12, 2247-2281 (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{J. Wang} et al., Mach. Learn. 109, No. 12, 2247--2281 (2020; Zbl 07289228) Full Text: DOI OpenURL
Kapoor, Sarang; Saxena, Dhish Kumar; van Leeuwen, Matthijs Discovering subjectively interesting multigraph patterns. (English) Zbl 07255762 Mach. Learn. 109, No. 8, 1669-1696 (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{S. Kapoor} et al., Mach. Learn. 109, No. 8, 1669--1696 (2020; Zbl 07255762) Full Text: DOI OpenURL
Lecué, Guillaume; Lerasle, Matthieu; Mathieu, Timlothée Robust classification via MOM minimization. (English) Zbl 07255760 Mach. Learn. 109, No. 8, 1635-1665 (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{G. Lecué} et al., Mach. Learn. 109, No. 8, 1635--1665 (2020; Zbl 07255760) Full Text: DOI arXiv OpenURL
Cappozzo, Andrea; Greselin, Francesca; Murphy, Thomas Brendan A robust approach to model-based classification based on trimming and constraints. Semi-supervised learning in presence of outliers and label noise. (English) Zbl 1474.62215 Adv. Data Anal. Classif., ADAC 14, No. 2, 327-354 (2020). MSC: 62H30 62F35 62C25 68T05 PDF BibTeX XML Cite \textit{A. Cappozzo} et al., Adv. Data Anal. Classif., ADAC 14, No. 2, 327--354 (2020; Zbl 1474.62215) Full Text: DOI arXiv OpenURL
Min, Yufang; Zhang, Yaonan Exact \(k\)-component graph learning for image clustering. (English) Zbl 1459.68172 Math. Probl. Eng. 2020, Article ID 5175210, 10 p. (2020). MSC: 68T05 62H30 62H35 68U10 PDF BibTeX XML Cite \textit{Y. Min} and \textit{Y. Zhang}, Math. Probl. Eng. 2020, Article ID 5175210, 10 p. (2020; Zbl 1459.68172) Full Text: DOI OpenURL
Burkhardt, Paul; Faber, Vance; Harris, David G. Bounds and algorithms for graph trusses. (English) Zbl 1447.05193 J. Graph Algorithms Appl. 24, No. 3, 191-214 (2020). MSC: 05C85 68R10 PDF BibTeX XML Cite \textit{P. Burkhardt} et al., J. Graph Algorithms Appl. 24, No. 3, 191--214 (2020; Zbl 1447.05193) Full Text: DOI arXiv OpenURL
Berry, Eric; Chen, Yen-Chi; Cisewski-Kehe, Jessi; Fasy, Brittany Terese Functional summaries of persistence diagrams. (English) Zbl 1452.62999 J. Appl. Comput. Topol. 4, No. 2, 211-262 (2020). Reviewer: Henri Riihimäki (Aberdeen) MSC: 62R40 62R10 62H30 62G15 55N31 68T05 62P10 PDF BibTeX XML Cite \textit{E. Berry} et al., J. Appl. Comput. Topol. 4, No. 2, 211--262 (2020; Zbl 1452.62999) Full Text: DOI arXiv OpenURL
Sheng, Baohuai; Liu, Huanxiang; Wang, Huimin Learning rates for the kernel regularized regression with a differentiable strongly convex loss. (English) Zbl 1445.68193 Commun. Pure Appl. Anal. 19, No. 8, 3973-4005 (2020). MSC: 68T05 46E22 62J02 90C25 PDF BibTeX XML Cite \textit{B. Sheng} et al., Commun. Pure Appl. Anal. 19, No. 8, 3973--4005 (2020; Zbl 1445.68193) Full Text: DOI OpenURL
Dumpert, Florian Quantitative robustness of localized support vector machines. (English) Zbl 1442.62767 Commun. Pure Appl. Anal. 19, No. 8, 3947-3956 (2020). MSC: 62R07 62G35 68Q32 68T05 PDF BibTeX XML Cite \textit{F. Dumpert}, Commun. Pure Appl. Anal. 19, No. 8, 3947--3956 (2020; Zbl 1442.62767) Full Text: DOI arXiv OpenURL
Blanco, Víctor; Japón, Alberto; Puerto, Justo Optimal arrangements of hyperplanes for SVM-based multiclass classification. (English) Zbl 1474.62213 Adv. Data Anal. Classif., ADAC 14, No. 1, 175-199 (2020). MSC: 62H30 90C11 68T05 32S22 PDF BibTeX XML Cite \textit{V. Blanco} et al., Adv. Data Anal. Classif., ADAC 14, No. 1, 175--199 (2020; Zbl 1474.62213) Full Text: DOI arXiv OpenURL
Khan, Zardad; Gul, Asma; Perperoglou, Aris; Miftahuddin, Miftahuddin; Mahmoud, Osama; Adler, Werner; Lausen, Berthold Ensemble of optimal trees, random forest and random projection ensemble classification. (English) Zbl 1459.62115 Adv. Data Anal. Classif., ADAC 14, No. 1, 97-116 (2020). MSC: 62H30 68T05 PDF BibTeX XML Cite \textit{Z. Khan} et al., Adv. Data Anal. Classif., ADAC 14, No. 1, 97--116 (2020; Zbl 1459.62115) Full Text: DOI OpenURL
Ortner, Irene; Filzmoser, Peter; Croux, Christophe Robust and sparse multigroup classification by the optimal scoring approach. (English) Zbl 1433.68372 Data Min. Knowl. Discov. 34, No. 3, 723-741 (2020). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{I. Ortner} et al., Data Min. Knowl. Discov. 34, No. 3, 723--741 (2020; Zbl 1433.68372) Full Text: DOI OpenURL
Laclau, Charlotte; Brault, Vincent Noise-free latent block model for high dimensional data. (English) Zbl 1458.68171 Data Min. Knowl. Discov. 33, No. 2, 446-473 (2019). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{C. Laclau} and \textit{V. Brault}, Data Min. Knowl. Discov. 33, No. 2, 446--473 (2019; Zbl 1458.68171) Full Text: DOI HAL OpenURL
Hussain, Owais A.; Zaidi, Faraz; Rozenblat, Céline Analyzing diversity, strength and centrality of cities using networks of multinational firms. (English) Zbl 07258022 Netw. Spat. Econ. 19, No. 3, 791-817 (2019). MSC: 91-XX 68-XX PDF BibTeX XML Cite \textit{O. A. Hussain} et al., Netw. Spat. Econ. 19, No. 3, 791--817 (2019; Zbl 07258022) Full Text: DOI Link OpenURL
Ünlü, Ramazan; Xanthopoulos, Petros A weighted framework for unsupervised ensemble learning based on internal quality measures. (English) Zbl 07119450 Ann. Oper. Res. 276, No. 1-2, 229-247 (2019). MSC: 68Txx 94-XX PDF BibTeX XML Cite \textit{R. Ünlü} and \textit{P. Xanthopoulos}, Ann. Oper. Res. 276, No. 1--2, 229--247 (2019; Zbl 07119450) Full Text: DOI OpenURL
Vovan, Tai; Tranphuoc, Loc; Chengoc, Ha Classifying two populations by Bayesian method and applications. (English) Zbl 1420.62277 Commun. Math. Stat. 7, No. 2, 141-161 (2019). MSC: 62H30 68T10 62P10 62P20 PDF BibTeX XML Cite \textit{T. Vovan} et al., Commun. Math. Stat. 7, No. 2, 141--161 (2019; Zbl 1420.62277) Full Text: DOI OpenURL
Chacón, José E. Mixture model modal clustering. (English) Zbl 1474.62218 Adv. Data Anal. Classif., ADAC 13, No. 2, 379-404 (2019). MSC: 62H30 68T10 91C20 PDF BibTeX XML Cite \textit{J. E. Chacón}, Adv. Data Anal. Classif., ADAC 13, No. 2, 379--404 (2019; Zbl 1474.62218) Full Text: DOI arXiv OpenURL
Rivera-García, Diego; García-Escudero, Luis A.; Mayo-Iscar, Agustín; Ortega, Joaquín Robust clustering for functional data based on trimming and constraints. (English) Zbl 1474.62166 Adv. Data Anal. Classif., ADAC 13, No. 1, 201-225 (2019). MSC: 62G35 62H25 62H30 62R10 68T10 PDF BibTeX XML Cite \textit{D. Rivera-García} et al., Adv. Data Anal. Classif., ADAC 13, No. 1, 201--225 (2019; Zbl 1474.62166) Full Text: DOI arXiv OpenURL
Badih, Ghattas; Pierre, Michel; Laurent, Boyer Assessing variable importance in clustering: a new method based on unsupervised binary decision trees. (English) Zbl 1417.62168 Comput. Stat. 34, No. 1, 301-321 (2019). MSC: 62H30 65C60 68T05 PDF BibTeX XML Cite \textit{G. Badih} et al., Comput. Stat. 34, No. 1, 301--321 (2019; Zbl 1417.62168) Full Text: DOI Link OpenURL
Lovaglio, Pietro Giorgio; Cesarini, Mirko; Mercorio, Fabio; Mezzanzanica, Mario Skills in demand for ICT and statistical occupations: evidence from web-based job vacancies. (English) Zbl 07260732 Stat. Anal. Data Min. 11, No. 2, 78-91 (2018). MSC: 62-XX 68-XX PDF BibTeX XML Cite \textit{P. G. Lovaglio} et al., Stat. Anal. Data Min. 11, No. 2, 78--91 (2018; Zbl 07260732) Full Text: DOI OpenURL
Boukezzoula, Reda; Galichet, Sylvie; Coquin, Didier From fuzzy regression to gradual regression: interval-based analysis and extensions. (English) Zbl 1440.62292 Inf. Sci. 441, 18-40 (2018). MSC: 62J86 68T37 PDF BibTeX XML Cite \textit{R. Boukezzoula} et al., Inf. Sci. 441, 18--40 (2018; Zbl 1440.62292) Full Text: DOI OpenURL
Le Thi, Hoai An; Le, Hoai Minh; Phan, Duy Nhat; Tran, Bach Stochastic DCA for sparse multiclass logistic regression. (English) Zbl 1429.68226 Le, Nguyen-Thinh (ed.) et al., Advanced computational methods for knowledge engineering. Proceedings of the 5th international conference on computer science, applied mathematics and applications, ICCSAMA 2017, Berlin, Germany, June 30 – July 1, 2017. Cham: Springer. Adv. Intell. Syst. Comput. 629, 1-12 (2018). MSC: 68T05 62H30 62J12 PDF BibTeX XML Cite \textit{H. A. Le Thi} et al., Adv. Intell. Syst. Comput. 629, 1--12 (2018; Zbl 1429.68226) Full Text: DOI OpenURL
Nguyen, Hien D.; Jones, Andrew T.; McLachlan, Geoffrey J. Stream-suitable optimization algorithms for some soft-margin support vector machine variants. (English) Zbl 1430.62272 Jpn. J. Stat. Data Sci. 1, No. 1, 81-108 (2018). MSC: 62R07 62H30 68T05 PDF BibTeX XML Cite \textit{H. D. Nguyen} et al., Jpn. J. Stat. Data Sci. 1, No. 1, 81--108 (2018; Zbl 1430.62272) Full Text: DOI OpenURL
Banerjee, Niranka; Chakraborty, Sankardeep; Raman, Venkatesh; Satti, Srinivasa Rao Space efficient linear time algorithms for BFS, DFS and applications. (English) Zbl 1430.68173 Theory Comput. Syst. 62, No. 8, 1736-1762 (2018). MSC: 68R10 05C85 68Q25 PDF BibTeX XML Cite \textit{N. Banerjee} et al., Theory Comput. Syst. 62, No. 8, 1736--1762 (2018; Zbl 1430.68173) Full Text: DOI OpenURL
Bellaouar, Slimane; Cherroun, Hadda; Ziadi, Djelloul Efficient geometric-based computation of the string subsequence kernel. (English) Zbl 1411.68094 Data Min. Knowl. Discov. 32, No. 2, 532-559 (2018). MSC: 68T05 68U05 68W32 PDF BibTeX XML Cite \textit{S. Bellaouar} et al., Data Min. Knowl. Discov. 32, No. 2, 532--559 (2018; Zbl 1411.68094) Full Text: DOI arXiv OpenURL
Lausser, Ludwig; Schmid, Florian; Schirra, Lyn-Rouven; Wilhelm, Adalbert F. X.; Kestler, Hans A. Rank-based classifiers for extremely high-dimensional gene expression data. (English) Zbl 1416.62608 Adv. Data Anal. Classif., ADAC 12, No. 4, 917-936 (2018). MSC: 62P10 62H30 68T05 PDF BibTeX XML Cite \textit{L. Lausser} et al., Adv. Data Anal. Classif., ADAC 12, No. 4, 917--936 (2018; Zbl 1416.62608) Full Text: DOI OpenURL
Spinelli, Vincenzo Extended box clustering for classification problems. (English) Zbl 1392.68429 J. Classif. 35, No. 1, 100-123 (2018). MSC: 68U05 05C65 62H30 PDF BibTeX XML Cite \textit{V. Spinelli}, J. Classif. 35, No. 1, 100--123 (2018; Zbl 1392.68429) Full Text: DOI OpenURL
Klus, Stefan; Nüske, Feliks; Koltai, Péter; Wu, Hao; Kevrekidis, Ioannis; Schütte, Christof; Noé, Frank Data-driven model reduction and transfer operator approximation. (English) Zbl 1396.37083 J. Nonlinear Sci. 28, No. 3, 985-1010 (2018). Reviewer: T. C. Mohan (Chennai) MSC: 37M10 37M25 37L65 34L16 68P99 37C30 PDF BibTeX XML Cite \textit{S. Klus} et al., J. Nonlinear Sci. 28, No. 3, 985--1010 (2018; Zbl 1396.37083) Full Text: DOI arXiv OpenURL
Boongoen, Tossapon; Iam-On, Natthakan Cluster ensembles: a survey of approaches with recent extensions and applications. (English) Zbl 1387.68195 Comput. Sci. Rev. 28, 1-25 (2018). MSC: 68T05 62H30 68T20 68-02 PDF BibTeX XML Cite \textit{T. Boongoen} and \textit{N. Iam-On}, Comput. Sci. Rev. 28, 1--25 (2018; Zbl 1387.68195) Full Text: DOI OpenURL
Ahmadi, Amir Ali; Hall, Georgina DC decomposition of nonconvex polynomials with algebraic techniques. (English) Zbl 1390.90418 Math. Program. 169, No. 1 (B), 69-94 (2018). MSC: 90C22 90C26 90C60 68Q25 PDF BibTeX XML Cite \textit{A. A. Ahmadi} and \textit{G. Hall}, Math. Program. 169, No. 1 (B), 69--94 (2018; Zbl 1390.90418) Full Text: DOI arXiv OpenURL
García-Escudero, Luis Angel; Greselin, Francesca; Iscar, Agustin Mayo Robust, fuzzy, and parsimonious clustering, based on mixtures of factor analyzers. (English) Zbl 1450.62075 Int. J. Approx. Reasoning 94, 60-75 (2018). MSC: 62H30 62H25 62H86 62G32 68T05 PDF BibTeX XML Cite \textit{L. A. García-Escudero} et al., Int. J. Approx. Reasoning 94, 60--75 (2018; Zbl 1450.62075) Full Text: DOI Link OpenURL
Vo-Van, Tai; Nguyen-Thoi, Trung; Vo-Duy, Trung; Ho-Huu, Vinh; Nguyen-Trang, Thao Modified genetic algorithm-based clustering for probability density functions. (English) Zbl 07192043 J. Stat. Comput. Simulation 87, No. 10, 1964-1979 (2017). MSC: 62H30 68T10 PDF BibTeX XML Cite \textit{T. Vo-Van} et al., J. Stat. Comput. Simulation 87, No. 10, 1964--1979 (2017; Zbl 07192043) Full Text: DOI OpenURL
Emary, E.; Zawbaa, Hossam M.; Hassanien, Aboul Ella; Parv, B. Multi-objective retinal vessel localization using flower pollination search algorithm with pattern search. (English) Zbl 1414.68104 Adv. Data Anal. Classif., ADAC 11, No. 3, 611-627 (2017). MSC: 68T20 PDF BibTeX XML Cite \textit{E. Emary} et al., Adv. Data Anal. Classif., ADAC 11, No. 3, 611--627 (2017; Zbl 1414.68104) Full Text: DOI OpenURL
Tzirakis, Panagiotis; Tjortjis, Christos T3C: improving a decision tree classification algorithm’s interval splits on continuous attributes. (English) Zbl 1414.68081 Adv. Data Anal. Classif., ADAC 11, No. 2, 353-370 (2017). MSC: 68T05 PDF BibTeX XML Cite \textit{P. Tzirakis} and \textit{C. Tjortjis}, Adv. Data Anal. Classif., ADAC 11, No. 2, 353--370 (2017; Zbl 1414.68081) Full Text: DOI OpenURL
Salah, Aghiles; Nadif, Mohamed Social regularized von Mises-Fisher mixture model for item recommendation. (English) Zbl 1411.68153 Data Min. Knowl. Discov. 31, No. 5, 1218-1241 (2017). MSC: 68T35 62H11 91D30 PDF BibTeX XML Cite \textit{A. Salah} and \textit{M. Nadif}, Data Min. Knowl. Discov. 31, No. 5, 1218--1241 (2017; Zbl 1411.68153) Full Text: DOI OpenURL
Sgouralis, Ioannis; Nebenführ, Andreas; Maroulas, Vasileios A Bayesian topological framework for the identification and reconstruction of subcellular motion. (English) Zbl 1400.92310 SIAM J. Imaging Sci. 10, No. 2, 871-899 (2017). MSC: 92C55 92C37 68U10 PDF BibTeX XML Cite \textit{I. Sgouralis} et al., SIAM J. Imaging Sci. 10, No. 2, 871--899 (2017; Zbl 1400.92310) Full Text: DOI OpenURL
Hämäläinen, Joonas; Jauhiainen, Susanne; Kärkkäinen, Tommi Comparison of internal clustering validation indices for prototype-based clustering. (English) Zbl 1436.62257 Algorithms (Basel) 10, No. 3, Paper No. 105, 14 p. (2017). MSC: 62H30 62G35 68T05 PDF BibTeX XML Cite \textit{J. Hämäläinen} et al., Algorithms (Basel) 10, No. 3, Paper No. 105, 14 p. (2017; Zbl 1436.62257) Full Text: DOI OpenURL
Rota Bulò, Samuel; Pelillo, Marcello Dominant-set clustering: a review. (English) Zbl 1403.68174 Eur. J. Oper. Res. 262, No. 1, 1-13 (2017). MSC: 68R10 05C69 91A80 68-02 PDF BibTeX XML Cite \textit{S. Rota Bulò} and \textit{M. Pelillo}, Eur. J. Oper. Res. 262, No. 1, 1--13 (2017; Zbl 1403.68174) Full Text: DOI OpenURL
Lin, Lin; Li, Jia Clustering with hidden Markov model on variable blocks. (English) Zbl 1441.62169 J. Mach. Learn. Res. 18(2017-2018), Paper No. 110, 49 p. (2017). MSC: 62H30 62M05 62P10 68T05 PDF BibTeX XML Cite \textit{L. Lin} and \textit{J. Li}, J. Mach. Learn. Res. 18, Paper No. 110, 49 p. (2017; Zbl 1441.62169) Full Text: Link OpenURL
Gates, Alexander J.; Ahn, Yong-Yeol The impact of random models on clustering similarity. (English) Zbl 1441.62167 J. Mach. Learn. Res. 18(2017-2018), Paper No. 87, 28 p. (2017). MSC: 62H30 68T05 62B10 PDF BibTeX XML Cite \textit{A. J. Gates} and \textit{Y.-Y. Ahn}, J. Mach. Learn. Res. 18, Paper No. 87, 28 p. (2017; Zbl 1441.62167) Full Text: arXiv Link OpenURL
Ahmed, Mehreen; Afzal, Hammad; Majeed, Awais; Khan, Behram A survey of evolution in predictive models and impacting factors in customer churn. (English) Zbl 1373.62030 Adv. Data Sci. Adapt. Anal. 9, No. 3, Article ID 1750007, 35 p. (2017). MSC: 62B10 68T05 62P30 PDF BibTeX XML Cite \textit{M. Ahmed} et al., Adv. Data Sci. Adapt. Anal. 9, No. 3, Article ID 1750007, 35 p. (2017; Zbl 1373.62030) Full Text: DOI OpenURL
Mans, Bernard; Mathieson, Luke Incremental problems in the parameterized complexity setting. (English) Zbl 1362.68111 Theory Comput. Syst. 60, No. 1, 3-19 (2017). MSC: 68Q25 68Q10 68R10 PDF BibTeX XML Cite \textit{B. Mans} and \textit{L. Mathieson}, Theory Comput. Syst. 60, No. 1, 3--19 (2017; Zbl 1362.68111) Full Text: DOI OpenURL
Le Thi, Hoai An; Nguyen, Manh Cuong DCA based algorithms for feature selection in multi-class support vector machine. (English) Zbl 1404.68111 Ann. Oper. Res. 249, No. 1-2, 273-300 (2017). MSC: 68T05 90C26 PDF BibTeX XML Cite \textit{H. A. Le Thi} and \textit{M. C. Nguyen}, Ann. Oper. Res. 249, No. 1--2, 273--300 (2017; Zbl 1404.68111) Full Text: DOI OpenURL
Bagarello, Fabio; Cinà, Marco; Gargano, Francesco Projector operators in clustering. (English) Zbl 1353.62068 Math. Methods Appl. Sci. 40, No. 1, 49-59 (2017). MSC: 62H30 68T10 42C15 PDF BibTeX XML Cite \textit{F. Bagarello} et al., Math. Methods Appl. Sci. 40, No. 1, 49--59 (2017; Zbl 1353.62068) Full Text: DOI arXiv OpenURL
Adcock, Aaron B.; Sullivan, Blair D.; Mahoney, Michael W. Tree decompositions and social graphs. (English) Zbl 1461.68139 Internet Math. 12, No. 5, 315-361 (2016). MSC: 68R10 05C05 05C70 68T20 91D30 PDF BibTeX XML Cite \textit{A. B. Adcock} et al., Internet Math. 12, No. 5, 315--361 (2016; Zbl 1461.68139) Full Text: DOI arXiv OpenURL
Makosso-kallyth, Sun Principal axes analysis of symbolic histogram variables. (English) Zbl 07260589 Stat. Anal. Data Min. 9, No. 3, 188-200 (2016). MSC: 62-XX 68-XX PDF BibTeX XML Cite \textit{S. Makosso-kallyth}, Stat. Anal. Data Min. 9, No. 3, 188--200 (2016; Zbl 07260589) Full Text: DOI OpenURL
Le Thi, Hoai An; Vo, Xuan Thanh; Dinh, Tao Pham Efficient nonnegative matrix factorization by DC programming and DCA. (English) Zbl 1472.65070 Neural Comput. 28, No. 6, 1163-1216 (2016). MSC: 65K05 68W40 90C26 90C90 15A23 PDF BibTeX XML Cite \textit{H. A. Le Thi} et al., Neural Comput. 28, No. 6, 1163--1216 (2016; Zbl 1472.65070) Full Text: DOI OpenURL
Notsu, Akifumi; Eguchi, Shinto Robust clustering method in the presence of scattered observations. (English) Zbl 1472.62101 Neural Comput. 28, No. 6, 1141-1162 (2016). MSC: 62H30 68T10 PDF BibTeX XML Cite \textit{A. Notsu} and \textit{S. Eguchi}, Neural Comput. 28, No. 6, 1141--1162 (2016; Zbl 1472.62101) Full Text: DOI OpenURL
McParland, Damien; Gormley, Isobel Claire Model based clustering for mixed data: clustMD. (English) Zbl 1414.62254 Adv. Data Anal. Classif., ADAC 10, No. 2, 155-169 (2016). MSC: 62H30 68T10 91C20 62P10 PDF BibTeX XML Cite \textit{D. McParland} and \textit{I. C. Gormley}, Adv. Data Anal. Classif., ADAC 10, No. 2, 155--169 (2016; Zbl 1414.62254) Full Text: DOI arXiv OpenURL
Lagraa, Sofiane; Seba, Hamida An efficient exact algorithm for triangle listing in large graphs. (English) Zbl 1411.68086 Data Min. Knowl. Discov. 30, No. 5, 1350-1369 (2016). MSC: 68R10 05C82 05C85 68W40 PDF BibTeX XML Cite \textit{S. Lagraa} and \textit{H. Seba}, Data Min. Knowl. Discov. 30, No. 5, 1350--1369 (2016; Zbl 1411.68086) Full Text: DOI HAL OpenURL
Ingrassia, Salvatore; Punzo, Antonio Decision boundaries for mixtures of regressions. (English) Zbl 1341.62181 J. Korean Stat. Soc. 45, No. 2, 295-306 (2016). MSC: 62H30 68T10 PDF BibTeX XML Cite \textit{S. Ingrassia} and \textit{A. Punzo}, J. Korean Stat. Soc. 45, No. 2, 295--306 (2016; Zbl 1341.62181) Full Text: DOI OpenURL
Dias, Sónia; Brito, Paula Linear regression model with histogram-valued variables. (English) Zbl 07260426 Stat. Anal. Data Min. 8, No. 2, 75-113 (2015). MSC: 62-XX 68-XX PDF BibTeX XML Cite \textit{S. Dias} and \textit{P. Brito}, Stat. Anal. Data Min. 8, No. 2, 75--113 (2015; Zbl 07260426) Full Text: DOI arXiv Link OpenURL
Yu, Chi-wai; Clarke, Bertrand Regular, median and Huber cross-validation: a computational comparison. (English) Zbl 07260421 Stat. Anal. Data Min. 8, No. 1, 14-33 (2015). MSC: 62-XX 68-XX PDF BibTeX XML Cite \textit{C.-w. Yu} and \textit{B. Clarke}, Stat. Anal. Data Min. 8, No. 1, 14--33 (2015; Zbl 07260421) Full Text: DOI OpenURL
Chen, Jen-Hao; Hung, Wen-Liang An automatic clustering algorithm for probability density functions. (English) Zbl 1457.62197 J. Stat. Comput. Simulation 85, No. 15, 3047-3063 (2015). MSC: 62H30 62G07 68T05 PDF BibTeX XML Cite \textit{J.-H. Chen} and \textit{W.-L. Hung}, J. Stat. Comput. Simulation 85, No. 15, 3047--3063 (2015; Zbl 1457.62197) Full Text: DOI OpenURL
Schleif, Frank-Michael; Tino, Peter Indefinite proximity learning: a review. (English) Zbl 1472.68155 Neural Comput. 27, No. 10, 2039-2096 (2015). MSC: 68T05 PDF BibTeX XML Cite \textit{F.-M. Schleif} and \textit{P. Tino}, Neural Comput. 27, No. 10, 2039--2096 (2015; Zbl 1472.68155) Full Text: DOI OpenURL
Barbieri, Nicola; Bonchi, Francesco; Galimberti, Edoardo; Gullo, Francesco Efficient and effective community search. (English) Zbl 1405.68235 Data Min. Knowl. Discov. 29, No. 5, 1406-1433 (2015). MSC: 68R10 68Q17 68Q25 PDF BibTeX XML Cite \textit{N. Barbieri} et al., Data Min. Knowl. Discov. 29, No. 5, 1406--1433 (2015; Zbl 1405.68235) Full Text: DOI OpenURL
Xu, Shuhua; Gao, Fei Weighted two-phase supervised sparse representation based on Gaussian for face recognition. (English) Zbl 1370.94048 Discrete Contin. Dyn. Syst., Ser. S 8, No. 6, 1385-1400 (2015). MSC: 94A08 68T45 PDF BibTeX XML Cite \textit{S. Xu} and \textit{F. Gao}, Discrete Contin. Dyn. Syst., Ser. S 8, No. 6, 1385--1400 (2015; Zbl 1370.94048) Full Text: DOI OpenURL
Le Thi, Hoai An; Le, Hoai Minh; Pham Dinh, Tao Feature selection in machine learning: an exact penalty approach using a difference of convex function algorithm. (English) Zbl 1343.68201 Mach. Learn. 101, No. 1-3, 163-186 (2015). MSC: 68T05 62J07 90C25 PDF BibTeX XML Cite \textit{H. A. Le Thi} et al., Mach. Learn. 101, No. 1--3, 163--186 (2015; Zbl 1343.68201) Full Text: DOI OpenURL
Cerinšek, Monika; Batagelj, Vladimir Network analysis of Zentralblatt MATH data. (English) Zbl 1305.01052 Scientometrics 102, No. 1, 977-1001 (2015). MSC: 01A90 91D30 68R10 PDF BibTeX XML Cite \textit{M. Cerinšek} and \textit{V. Batagelj}, Scientometrics 102, No. 1, 977--1001 (2015; Zbl 1305.01052) Full Text: DOI arXiv OpenURL
Le Thi, Hoai An; Nguyen, Manh Cuong; Dinh, Tao Pham A DC programming approach for finding communities in networks. (English) Zbl 1415.68168 Neural Comput. 26, No. 12, 2827-2854 (2014). MSC: 68T05 05C82 PDF BibTeX XML Cite \textit{H. A. Le Thi} et al., Neural Comput. 26, No. 12, 2827--2854 (2014; Zbl 1415.68168) Full Text: DOI OpenURL
Sang, Yu; Qi, Heng; Li, Keqiu; Jin, Yingwei; Yan, Deqin; Gao, Shusheng An effective discretization method for disposing high-dimensional data. (English) Zbl 1341.68167 Inf. Sci. 270, 73-91 (2014). MSC: 68T05 PDF BibTeX XML Cite \textit{Y. Sang} et al., Inf. Sci. 270, 73--91 (2014; Zbl 1341.68167) Full Text: DOI OpenURL
Hoai An, Le Thi; Hoai Minh, Le; Tao, Pham Dinh New and efficient DCA based algorithms for minimum sum-of-squares clustering. (English) Zbl 1326.68225 Pattern Recognition 47, No. 1, 388-401 (2014). MSC: 68T05 90C90 PDF BibTeX XML Cite \textit{L. T. Hoai An} et al., Pattern Recognition 47, No. 1, 388--401 (2014; Zbl 1326.68225) Full Text: DOI OpenURL
Le Thi, Hoai An; Vo, Xuan Thanh; Pham Dinh, Tao Feature selection for linear SVMs under uncertain data: robust optimization based on difference of convex functions algorithms. (English) Zbl 1327.90236 Neural Netw. 59, 36-50 (2014). MSC: 90C26 68T05 PDF BibTeX XML Cite \textit{H. A. Le Thi} et al., Neural Netw. 59, 36--50 (2014; Zbl 1327.90236) Full Text: DOI OpenURL
Guan, Wei; Gray, Alexander Sparse high-dimensional fractional-norm support vector machine via DC programming. (English) Zbl 1471.62080 Comput. Stat. Data Anal. 67, 136-148 (2013). MSC: 62-08 68T05 90C26 PDF BibTeX XML Cite \textit{W. Guan} and \textit{A. Gray}, Comput. Stat. Data Anal. 67, 136--148 (2013; Zbl 1471.62080) Full Text: DOI OpenURL
Liu, Sijia; Matzavinos, Anastasios; Sethuraman, Sunder Random walk distances in data clustering and applications. (English) Zbl 1261.62059 Adv. Data Anal. Classif., ADAC 7, No. 1, 83-108 (2013). MSC: 62H30 60G50 68T10 65C60 PDF BibTeX XML Cite \textit{S. Liu} et al., Adv. Data Anal. Classif., ADAC 7, No. 1, 83--108 (2013; Zbl 1261.62059) Full Text: DOI OpenURL
Anagnostopoulos, Christoforos; Tasoulis, Dimitris K.; Adams, Niall M.; Pavlidis, Nicos G.; Hand, David J. Online linear and quadratic discriminant analysis with adaptive forgetting for streaming classification. (English) Zbl 07260320 Stat. Anal. Data Min. 5, No. 2, 139-166 (2012). MSC: 62-XX 68-XX PDF BibTeX XML Cite \textit{C. Anagnostopoulos} et al., Stat. Anal. Data Min. 5, No. 2, 139--166 (2012; Zbl 07260320) Full Text: DOI OpenURL
Frühwirth-Schnatter, Sylvia Panel data analysis: a survey on model-based clustering of time series. (English) Zbl 1274.62591 Adv. Data Anal. Classif., ADAC 5, No. 4, 251-280 (2011). MSC: 62M10 62H30 62-02 68T10 91C20 PDF BibTeX XML Cite \textit{S. Frühwirth-Schnatter}, Adv. Data Anal. Classif., ADAC 5, No. 4, 251--280 (2011; Zbl 1274.62591) Full Text: DOI OpenURL
Guénoche, Alain Consensus of partitions: a constructive approach. (English) Zbl 1253.68258 Adv. Data Anal. Classif., ADAC 5, No. 3, 215-229 (2011). MSC: 68R05 90C27 68W25 PDF BibTeX XML Cite \textit{A. Guénoche}, Adv. Data Anal. Classif., ADAC 5, No. 3, 215--229 (2011; Zbl 1253.68258) Full Text: DOI OpenURL
Porumbel, Daniel Cosmin; Hao, Jin Kao; Kuntz, Pascale An efficient algorithm for computing the distance between close partitions. (English) Zbl 1209.68352 Discrete Appl. Math. 159, No. 1, 53-59 (2011). MSC: 68R05 05A05 PDF BibTeX XML Cite \textit{D. C. Porumbel} et al., Discrete Appl. Math. 159, No. 1, 53--59 (2011; Zbl 1209.68352) Full Text: DOI OpenURL
García-Escudero, Luis Angel; Gordaliza, Alfonso; Matrán, Carlos; Mayo-Iscar, Agustín A review of robust clustering methods. (English) Zbl 1284.62375 Adv. Data Anal. Classif., ADAC 4, No. 2-3, 89-109 (2010). MSC: 62H30 62G35 68T05 PDF BibTeX XML Cite \textit{L. A. García-Escudero} et al., Adv. Data Anal. Classif., ADAC 4, No. 2--3, 89--109 (2010; Zbl 1284.62375) Full Text: DOI OpenURL
Fletcher, Roger; Zanghirati, Gaetano Binary separation and training support vector machines. (English) Zbl 1238.68123 Acta Numerica 19, 121-158 (2010). MSC: 68T05 68T10 65Y99 PDF BibTeX XML Cite \textit{R. Fletcher} and \textit{G. Zanghirati}, Acta Numerica 19, 121--158 (2010; Zbl 1238.68123) Full Text: DOI OpenURL
Corander, Jukka; Marttinen, Pekka Bayesian model learning based on predictive entropy. (English) Zbl 1100.62031 J. Logic Lang. Inf. 15, No. 1-2, 5-20 (2006). MSC: 62F15 62B10 68T05 PDF BibTeX XML Cite \textit{J. Corander} and \textit{P. Marttinen}, J. Logic Lang. Inf. 15, No. 1--2, 5--20 (2006; Zbl 1100.62031) Full Text: DOI OpenURL