Zhou, Ling; Sun, Shiquan; Fu, Haoda; Song, Peter X.-K. Subgroup-effects models for the analysis of personal treatment effects. (English) Zbl 07522926 Ann. Appl. Stat. 16, No. 1, 80-103 (2022). MSC: 62Pxx PDF BibTeX XML Cite \textit{L. Zhou} et al., Ann. Appl. Stat. 16, No. 1, 80--103 (2022; Zbl 07522926) Full Text: DOI OpenURL
Jones, Corinne; Roulet, Vincent; Harchaoui, Zaid Discriminative clustering with representation learning with any ratio of labeled to unlabeled data. (English) Zbl 1481.62003 Stat. Comput. 32, No. 1, Paper No. 17, 24 p. (2022). MSC: 62-08 62H30 PDF BibTeX XML Cite \textit{C. Jones} et al., Stat. Comput. 32, No. 1, Paper No. 17, 24 p. (2022; Zbl 1481.62003) Full Text: DOI OpenURL
Li, Zhouping; Wang, Hui Improving \(K\)-means method via shrinkage estimation and LVQ algorithm. (English) Zbl 07545716 Commun. Stat., Simulation Comput. 50, No. 11, 3166-3181 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{Z. Li} and \textit{H. Wang}, Commun. Stat., Simulation Comput. 50, No. 11, 3166--3181 (2021; Zbl 07545716) Full Text: DOI OpenURL
Chavent, Marie; Genuer, Robin; Saracco, Jérôme Combining clustering of variables and feature selection using random forests. (English) Zbl 07545559 Commun. Stat., Simulation Comput. 50, No. 2, 426-445 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{M. Chavent} et al., Commun. Stat., Simulation Comput. 50, No. 2, 426--445 (2021; Zbl 07545559) Full Text: DOI OpenURL
Zhou, Han; Yin, Hongpeng; Li, Yanxia; Chai, Yi Multiview clustering via exclusive non-negative subspace learning and constraint propagation. (English) Zbl 1484.62087 Inf. Sci. 552, 102-117 (2021). MSC: 62H30 68T05 PDF BibTeX XML Cite \textit{H. Zhou} et al., Inf. Sci. 552, 102--117 (2021; Zbl 1484.62087) Full Text: DOI OpenURL
Randel, Rodrigo; Aloise, Daniel; Blanchard, Simon J.; Hertz, Alain A Lagrangian-based score for assessing the quality of pairwise constraints in semi-supervised clustering. (English) Zbl 07457539 Data Min. Knowl. Discov. 35, No. 6, 2341-2368 (2021). MSC: 62H30 68T05 PDF BibTeX XML Cite \textit{R. Randel} et al., Data Min. Knowl. Discov. 35, No. 6, 2341--2368 (2021; Zbl 07457539) Full Text: DOI OpenURL
Salehi, Fariba; Keyvanpour, Mohammad Reza; Sharifi, Arash SMKFC-ER: semi-supervised multiple kernel fuzzy clustering based on entropy and relative entropy. (English) Zbl 1479.62051 Inf. Sci. 547, 667-688 (2021). MSC: 62H86 62H30 62B86 PDF BibTeX XML Cite \textit{F. Salehi} et al., Inf. Sci. 547, 667--688 (2021; Zbl 1479.62051) Full Text: DOI OpenURL
Liang, Jiye; Cui, Junbiao; Wang, Jie; Wei, Wei Graph-based semi-supervised learning via improving the quality of the graph dynamically. (English) Zbl 07432838 Mach. Learn. 110, No. 6, 1345-1388 (2021). MSC: 68T05 PDF BibTeX XML Cite \textit{J. Liang} et al., Mach. Learn. 110, No. 6, 1345--1388 (2021; Zbl 07432838) Full Text: DOI OpenURL
Iziumova, A. Yu.; Vshivkov, A. N.; Prokhorov, A. E.; Panteleev, I. A.; Mubassarova, V. A.; Plekhov, O. A.; Linderov, M. L.; Merson, D. L.; Vinogradov, A. Heat dissipation and acoustic emission features of titanium alloys in cyclic deformation mode. (English) Zbl 07410816 Acta Mech. 232, No. 5, 1853-1861 (2021). MSC: 74R10 74F05 74F10 74-05 PDF BibTeX XML Cite \textit{A. Yu. Iziumova} et al., Acta Mech. 232, No. 5, 1853--1861 (2021; Zbl 07410816) Full Text: DOI OpenURL
Kiermayer, Mark; Weiß, Christian Grouping of contracts in insurance using neural networks. (English) Zbl 1470.91231 Scand. Actuar. J. 2021, No. 4, 295-322 (2021). Reviewer: Emilia Di Lorenzo (Napoli) MSC: 91G05 68T07 PDF BibTeX XML Cite \textit{M. Kiermayer} and \textit{C. Weiß}, Scand. Actuar. J. 2021, No. 4, 295--322 (2021; Zbl 1470.91231) Full Text: DOI arXiv OpenURL
Yang, Ting; Zhu, Hengdong; Ma, Yingcang; Wang, Yirui; Yang, Xiaofei Semi-supervised spectral clustering algorithm based on \({L_{2,1}}\) norm and manifold regularization terms. (Chinese. English summary) Zbl 1474.68288 J. Shandong Univ., Nat. Sci. 56, No. 3, 67-76 (2021). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{T. Yang} et al., J. Shandong Univ., Nat. Sci. 56, No. 3, 67--76 (2021; Zbl 1474.68288) Full Text: DOI OpenURL
Singh, Jagrati; Singh, Anil Kumar NSLPCD: Topic based tweets clustering using node significance Based label propagation community detection algorithm. (English) Zbl 07363393 Ann. Math. Artif. Intell. 89, No. 3-4, 371-407 (2021). MSC: 68Txx PDF BibTeX XML Cite \textit{J. Singh} and \textit{A. K. Singh}, Ann. Math. Artif. Intell. 89, No. 3--4, 371--407 (2021; Zbl 07363393) Full Text: DOI OpenURL
Zhang, Hongjing; Zhan, Tianyang; Basu, Sugato; Davidson, Ian A framework for deep constrained clustering. (English) Zbl 1473.68182 Data Min. Knowl. Discov. 35, No. 2, 593-620 (2021). MSC: 68T07 62H30 PDF BibTeX XML Cite \textit{H. Zhang} et al., Data Min. Knowl. Discov. 35, No. 2, 593--620 (2021; Zbl 1473.68182) Full Text: DOI arXiv OpenURL
Ahn, Soohyun; Choi, Hyungwon; Lim, Johan; Lee, Kyeong Eun Self-semi-supervised clustering for large scale data with massive null group. (English) Zbl 1485.62076 J. Korean Stat. Soc. 49, No. 1, 161-176 (2020). MSC: 62H30 62P10 PDF BibTeX XML Cite \textit{S. Ahn} et al., J. Korean Stat. Soc. 49, No. 1, 161--176 (2020; Zbl 1485.62076) Full Text: DOI OpenURL
Zhang, Xiaobo; Zhai, Donghai; Yang, Yan; Zhang, Yiling; Wang, Chunlin A novel semi-supervised multi-view clustering framework for screening Parkinson’s disease. (English) Zbl 1467.92117 Math. Biosci. Eng. 17, No. 4, 3395-3411 (2020). MSC: 92C55 92C20 68T05 PDF BibTeX XML Cite \textit{X. Zhang} et al., Math. Biosci. Eng. 17, No. 4, 3395--3411 (2020; Zbl 1467.92117) Full Text: DOI arXiv OpenURL
Li, Yanchao; Xiao, Fu; Chen, Zhi; Li, Bo Adaptive active learning for semi-supervised learning. (Chinese. English summary) Zbl 1474.68263 J. Softw. 31, No. 12, 3808-3822 (2020). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{Y. Li} et al., J. Softw. 31, No. 12, 3808--3822 (2020; Zbl 1474.68263) Full Text: DOI OpenURL
Lepetyuk, Vadym; Maliar, Lilia; Maliar, Serguei When the U.S. catches a cold, Canada sneezes: a lower-bound tale told by deep learning. (English) Zbl 07331280 J. Econ. Dyn. Control 117, Article ID 103926, 37 p. (2020). MSC: 91-XX PDF BibTeX XML Cite \textit{V. Lepetyuk} et al., J. Econ. Dyn. Control 117, Article ID 103926, 37 p. (2020; Zbl 07331280) Full Text: DOI OpenURL
Melnykov, Igor; Melnykov, Volodymyr A note on the formal implementation of the \(K\)-means algorithm with hard positive and negative constraints. (English) Zbl 07300773 J. Classif. 37, No. 3, 789-809 (2020). MSC: 62H30 PDF BibTeX XML Cite \textit{I. Melnykov} and \textit{V. Melnykov}, J. Classif. 37, No. 3, 789--809 (2020; Zbl 07300773) Full Text: DOI OpenURL
Osojnik, Aljaž; Panov, Panče; Džeroski, Sašo Incremental predictive clustering trees for online semi-supervised multi-target regression. (English) Zbl 07289222 Mach. Learn. 109, No. 11, 2121-2139 (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{A. Osojnik} et al., Mach. Learn. 109, No. 11, 2121--2139 (2020; Zbl 07289222) Full Text: DOI OpenURL
Barbiero, Pietro; Ciravegna, Gabriele; Cirrincione, Giansalvo; Tonda, Alberto; Squillero, Giovanni Generating neural archetypes to instruct fast and interpretable decisions. (English) Zbl 1442.62766 Bucciarelli, Edgardo (ed.) et al., Decision economics: complexity of decisions and decisions for complexity. Papers based on the presentations at the international conference on decision economics, DECON 2019, Ávila, Spain, June 26–28, 2019. Cham: Springer. Adv. Intell. Syst. Comput. 1009, 45-52 (2020). MSC: 62R07 62H30 62M45 62M20 62C25 68T05 PDF BibTeX XML Cite \textit{P. Barbiero} et al., Adv. Intell. Syst. Comput. 1009, 45--52 (2020; Zbl 1442.62766) Full Text: DOI OpenURL
Gertrudes, Jadson Castro; Zimek, Arthur; Sander, Jörg; Campello, Ricardo J. G. B. A unified view of density-based methods for semi-supervised clustering and classification. (English) Zbl 1455.68166 Data Min. Knowl. Discov. 33, No. 6, 1894-1952 (2019). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{J. C. Gertrudes} et al., Data Min. Knowl. Discov. 33, No. 6, 1894--1952 (2019; Zbl 1455.68166) Full Text: DOI OpenURL
Xie, Jiarui; Antoine, Violaine On a new evidential C-means algorithm with instance-level constraints. (English) Zbl 1440.68303 Ben Amor, Nahla (ed.) et al., Scalable uncertainty management. 13th international conference, SUM 2019, Compiègne, France, December 16–18, 2019. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 11940, 66-78 (2019). MSC: 68T37 PDF BibTeX XML Cite \textit{J. Xie} and \textit{V. Antoine}, Lect. Notes Comput. Sci. 11940, 66--78 (2019; Zbl 1440.68303) Full Text: DOI OpenURL
Fordellone, Mario; Vichi, Maurizio Simultaneous supervised and unsupervised classification modeling for assessing cluster analysis and improving results interpretability. (English) Zbl 1436.62249 Greselin, Francesca (ed.) et al., Statistical learning of complex data. Selected papers of the 11th scientific meeting of the Classification and Data Analysis Group of the Italian Statistical Society (CLADAG 2017), Milan, Italy, September 13–15, 2017. Cham: Springer. Stud. Classification Data Anal. Knowl. Organ., 23-31 (2019). MSC: 62H30 62J12 PDF BibTeX XML Cite \textit{M. Fordellone} and \textit{M. Vichi}, in: Statistical learning of complex data. Selected papers of the 11th scientific meeting of the Classification and Data Analysis Group of the Italian Statistical Society (CLADAG 2017), Milan, Italy, September 13--15, 2017. Cham: Springer. 23--31 (2019; Zbl 1436.62249) Full Text: DOI Link OpenURL
Ramasubramanian, Karthik; Singh, Abhishek Machine learning using R. With time series and industry-based use cases in R. 2nd edition. (English) Zbl 1423.68007 New York, NY: Apress (ISBN 978-1-4842-4214-8/pbk; 978-1-4842-4215-5/ebook). xxiv, 700 p. (2019). Reviewer: Irina Ioana Mohorianu (Oxford) MSC: 68-01 68-02 68T05 PDF BibTeX XML Cite \textit{K. Ramasubramanian} and \textit{A. Singh}, Machine learning using R. With time series and industry-based use cases in R. 2nd edition. New York, NY: Apress (2019; Zbl 1423.68007) Full Text: DOI OpenURL
Agerri, Rodrigo; Rigau, German Language independent sequence labelling for opinion target extraction. (English) Zbl 1478.68276 Artif. Intell. 268, 85-95 (2019). MSC: 68T05 68T50 PDF BibTeX XML Cite \textit{R. Agerri} and \textit{G. Rigau}, Artif. Intell. 268, 85--95 (2019; Zbl 1478.68276) Full Text: DOI arXiv OpenURL
Hapfelmeier, Alexander; Ulm, Kurt; Haller, Bernhard Subgroup identification by recursive segmentation. (English) Zbl 07479838 J. Appl. Stat. 45, No. 15, 2864-2887 (2018). MSC: 62Pxx PDF BibTeX XML Cite \textit{A. Hapfelmeier} et al., J. Appl. Stat. 45, No. 15, 2864--2887 (2018; Zbl 07479838) Full Text: DOI OpenURL
Gamlath, Buddhima; Huang, Sangxia; Svensson, Ola Semi-supervised algorithms for approximately optimal and accurate clustering. (English) Zbl 07375984 Chatzigiannakis, Ioannis (ed.) et al., 45th international colloquium on automata, languages, and programming. ICALP 2018, Prague, Czech Republic, July 9–13, 2018. Proceedings. Wadern: Schloss Dagstuhl – Leibniz Zentrum für Informatik. LIPIcs – Leibniz Int. Proc. Inform. 107, Article 57, 14 p. (2018). MSC: 68Nxx 68Qxx PDF BibTeX XML Cite \textit{B. Gamlath} et al., LIPIcs -- Leibniz Int. Proc. Inform. 107, Article 57, 14 p. (2018; Zbl 07375984) Full Text: DOI arXiv OpenURL
Ilev, A. V.; Il’ev, V. P. On a semi-superwized graph clustering problem. (Russian. English summary) Zbl 07311640 Prikl. Diskretn. Mat. 2018, No. 42, 66-75 (2018). MSC: 68-XX 90-XX PDF BibTeX XML Cite \textit{A. V. Ilev} and \textit{V. P. Il'ev}, Prikl. Diskretn. Mat. 2018, No. 42, 66--75 (2018; Zbl 07311640) Full Text: DOI MNR OpenURL
Wei, Dennis; Ramamurthy, Karthikeyan Natesan; Varshney, Kush R. Distribution-preserving \(k\)-anonymity. (English) Zbl 07260743 Stat. Anal. Data Min. 11, No. 6, 253-270 (2018). MSC: 62-XX 68-XX PDF BibTeX XML Cite \textit{D. Wei} et al., Stat. Anal. Data Min. 11, No. 6, 253--270 (2018; Zbl 07260743) Full Text: DOI arXiv OpenURL
Gan, Haitao; Huang, Rui; Luo, Zhizeng; Xi, Xugang; Gao, Yunyuan On using supervised clustering analysis to improve classification performance. (English) Zbl 1440.68209 Inf. Sci. 454-455, 216-228 (2018). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{H. Gan} et al., Inf. Sci. 454--455, 216--228 (2018; Zbl 1440.68209) Full Text: DOI OpenURL
Fan, Jicong; Tian, Zhaoyang; Zhao, Mingbo; Chow, Tommy W. S. Accelerated low-rank representation for subspace clustering and semi-supervised classification on large-scale data. (English) Zbl 1434.68406 Neural Netw. 100, 39-48 (2018). MSC: 68T05 15A18 15A23 62H30 PDF BibTeX XML Cite \textit{J. Fan} et al., Neural Netw. 100, 39--48 (2018; Zbl 1434.68406) Full Text: DOI OpenURL
Grbatinić, Ivan; Milošević, Nebojša; Krstonošić, Bojana The neuromorphological caudate-putaminal clustering of neostriate interneurons: Kohonen self-organizing maps and supervised artificial neural networks with multivariate analysis. (English) Zbl 1394.92023 J. Theor. Biol. 438, 96-115 (2018). MSC: 92C20 92B20 PDF BibTeX XML Cite \textit{I. Grbatinić} et al., J. Theor. Biol. 438, 96--115 (2018; Zbl 1394.92023) Full Text: DOI OpenURL
Maximov, Yury; Amini, Massih-Reza; Harchaoui, Zaid Rademacher complexity bounds for a penalized multi-class semi-supervised algorithm. (English) Zbl 1443.68150 J. Artif. Intell. Res. (JAIR) 61, 761-786 (2018). MSC: 68T05 62H30 68T10 PDF BibTeX XML Cite \textit{Y. Maximov} et al., J. Artif. Intell. Res. (JAIR) 61, 761--786 (2018; Zbl 1443.68150) Full Text: DOI arXiv OpenURL
Yin, Ke; Tai, Xue-Cheng An effective region force for some variational models for learning and clustering. (English) Zbl 1419.62159 J. Sci. Comput. 74, No. 1, 175-196 (2018). MSC: 62H30 62H99 68T05 68T10 PDF BibTeX XML Cite \textit{K. Yin} and \textit{X.-C. Tai}, J. Sci. Comput. 74, No. 1, 175--196 (2018; Zbl 1419.62159) Full Text: DOI OpenURL
Śmieja, Marek; Geiger, Bernhard C. Semi-supervised cross-entropy clustering with information bottleneck constraint. (English) Zbl 1436.62286 Inf. Sci. 421, 254-271 (2017). MSC: 62H30 PDF BibTeX XML Cite \textit{M. Śmieja} and \textit{B. C. Geiger}, Inf. Sci. 421, 254--271 (2017; Zbl 1436.62286) Full Text: DOI arXiv OpenURL
Yoder, Jordan; Priebe, Carey E. Semi-supervised k-means++. (English) Zbl 07192083 J. Stat. Comput. Simulation 87, No. 13, 2597-2608 (2017). MSC: 68W20 68W25 68U05 62H30 PDF BibTeX XML Cite \textit{J. Yoder} and \textit{C. E. Priebe}, J. Stat. Comput. Simulation 87, No. 13, 2597--2608 (2017; Zbl 07192083) Full Text: DOI arXiv OpenURL
Kanzawa, Yuchi Semi-supervised fuzzy \(c\)-means algorithms by revising dissimilarity/kernel matrices. (English) Zbl 1429.62250 Torra, Vicenç (ed.) et al., Fuzzy sets, rough sets, multisets and clustering. Cham: Springer. Stud. Comput. Intell. 671, 45-61 (2017). MSC: 62H30 62H86 62-08 PDF BibTeX XML Cite \textit{Y. Kanzawa}, Stud. Comput. Intell. 671, 45--61 (2017; Zbl 1429.62250) Full Text: DOI OpenURL
Śmieja, Marek; Wiercioch, Magdalena Constrained clustering with a complex cluster structure. (English) Zbl 1414.62273 Adv. Data Anal. Classif., ADAC 11, No. 3, 493-518 (2017). MSC: 62H30 PDF BibTeX XML Cite \textit{M. Śmieja} and \textit{M. Wiercioch}, Adv. Data Anal. Classif., ADAC 11, No. 3, 493--518 (2017; Zbl 1414.62273) Full Text: DOI OpenURL
Spinelli, Vincenzo Supervised box clustering. (English) Zbl 1414.62275 Adv. Data Anal. Classif., ADAC 11, No. 1, 179-204 (2017). MSC: 62H30 90C27 90C59 PDF BibTeX XML Cite \textit{V. Spinelli}, Adv. Data Anal. Classif., ADAC 11, No. 1, 179--204 (2017; Zbl 1414.62275) Full Text: DOI OpenURL
Doove, Lisa L.; Wilderjans, Tom F.; Calcagnì, Antonio; Van Mechelen, Iven Deriving optimal data-analytic regimes from benchmarking studies. (English) Zbl 1466.62060 Comput. Stat. Data Anal. 107, 81-91 (2017). MSC: 62-08 62H30 68T05 PDF BibTeX XML Cite \textit{L. L. Doove} et al., Comput. Stat. Data Anal. 107, 81--91 (2017; Zbl 1466.62060) Full Text: DOI Link OpenURL
Mai, Xiaodong Semi-supervised discriminative fuzzy maximum entropy clustering algorithm with pairwise constraints. (Chinese. English summary) Zbl 1399.62104 J. Inn. Mong. Norm. Univ., Nat. Sci. 46, No. 5, 763-766 (2017). MSC: 62H30 03E72 94A17 PDF BibTeX XML Cite \textit{X. Mai}, J. Inn. Mong. Norm. Univ., Nat. Sci. 46, No. 5, 763--766 (2017; Zbl 1399.62104) OpenURL
Choi, Yerim; Park, Jonghun; Shin, Dongmin A semi-supervised inattention detection method using biological signal. (English) Zbl 1383.92040 Ann. Oper. Res. 258, No. 1, 59-78 (2017). MSC: 92C55 68W40 94A12 PDF BibTeX XML Cite \textit{Y. Choi} et al., Ann. Oper. Res. 258, No. 1, 59--78 (2017; Zbl 1383.92040) Full Text: DOI OpenURL
Karasuyama, Masayuki; Mamitsuka, Hiroshi Adaptive edge weighting for graph-based learning algorithms. (English) Zbl 1453.68152 Mach. Learn. 106, No. 2, 307-335 (2017). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{M. Karasuyama} and \textit{H. Mamitsuka}, Mach. Learn. 106, No. 2, 307--335 (2017; Zbl 1453.68152) Full Text: DOI OpenURL
Igual, Laura; Seguí, Santi [Vitrià, Jordi; Petia Radeva, Eloi Puertas; Pujol, Oriol; Escalera, Sergio; Dantí, Francesc; Garrido, Lluís] Introduction to data science. A Python approach to concepts, techniques and applications. With contributions from Jordi Vitrià, Eloi Puertas Petia Radeva, Oriol Pujol, Sergio Escalera, Francesc Dantí and Lluís Garrido. (English) Zbl 1365.62003 Undergraduate Topics in Computer Science. Cham: Springer (ISBN 978-3-319-50016-4/pbk; 978-3-319-50017-1/ebook). xiv, 218 p. (2017). Reviewer: Irina Ioana Mohorianu (Norwich) MSC: 62-01 62-07 65C60 68T05 62H30 62-04 62J05 62J12 68T35 68T50 68W10 68W15 PDF BibTeX XML Cite \textit{L. Igual} and \textit{S. Seguí}, Introduction to data science. A Python approach to concepts, techniques and applications. With contributions from Jordi Vitrià, Eloi Puertas Petia Radeva, Oriol Pujol, Sergio Escalera, Francesc Dantí and Lluís Garrido. Cham: Springer (2017; Zbl 1365.62003) Full Text: DOI OpenURL
Melnykov, Volodymyr; Melnykov, Igor; Michael, Semhar Semi-supervised model-based clustering with positive and negative constraints. (English) Zbl 1414.62255 Adv. Data Anal. Classif., ADAC 10, No. 3, 327-349 (2016). MSC: 62H30 PDF BibTeX XML Cite \textit{V. Melnykov} et al., Adv. Data Anal. Classif., ADAC 10, No. 3, 327--349 (2016; Zbl 1414.62255) Full Text: DOI OpenURL
Rizoiu, Marian-Andrei; Velcin, Julien; Bonnevay, Stéphane; Lallich, Stéphane ClusPath: a temporal-driven clustering to infer typical evolution paths. (English) Zbl 1416.62356 Data Min. Knowl. Discov. 30, No. 5, 1324-1349 (2016). MSC: 62H30 62M10 62P20 91B84 PDF BibTeX XML Cite \textit{M.-A. Rizoiu} et al., Data Min. Knowl. Discov. 30, No. 5, 1324--1349 (2016; Zbl 1416.62356) Full Text: DOI arXiv OpenURL
Lu, Mei; Zhao, Xiang-Jun; Zhang, Li; Li, Fan-Zhang Semi-supervised concept factorization for document clustering. (English) Zbl 06871178 Inf. Sci. 331, 86-98 (2016). MSC: 62H30 PDF BibTeX XML Cite \textit{M. Lu} et al., Inf. Sci. 331, 86--98 (2016; Zbl 06871178) Full Text: DOI OpenURL
Deng, Chaoyang; Yang, Xiyang; Li, Zhiwei; Huang, Donglan Partial supervised fuzzy clustering based on label propagation and variable weights. (Chinese. English summary) Zbl 1374.68371 J. Fujian Norm. Univ., Nat. Sci. 32, No. 6, 25-33 (2016). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{C. Deng} et al., J. Fujian Norm. Univ., Nat. Sci. 32, No. 6, 25--33 (2016; Zbl 1374.68371) OpenURL
Pavlidis, Nicos G.; Hofmeyr, David P.; Tasoulis, Sotiris K. Minimum density hyperplanes. (English) Zbl 1392.68362 J. Mach. Learn. Res. 17, Paper No. 156, 33 p. (2016). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{N. G. Pavlidis} et al., J. Mach. Learn. Res. 17, Paper No. 156, 33 p. (2016; Zbl 1392.68362) Full Text: arXiv Link OpenURL
Lu, Qiyi; Qiao, Xingye Significance analysis of high-dimensional, low-sample size partially labeled data. (English) Zbl 1341.62184 J. Stat. Plann. Inference 176, 78-94 (2016). MSC: 62H30 62H15 68T05 62E20 PDF BibTeX XML Cite \textit{Q. Lu} and \textit{X. Qiao}, J. Stat. Plann. Inference 176, 78--94 (2016; Zbl 1341.62184) Full Text: DOI arXiv OpenURL
Sugiyama, Masashi Introduction to statistical machine learning. (English) Zbl 1333.68002 Amsterdam: Elsevier/Morgan Kaufmann (ISBN 978-0-12-802121-7/pbk; 978-0-12-802350-1/ebook). xxxiii, 497 p. (2016). Reviewer: Ruxandra Stoean (Craiova) MSC: 68-01 68T05 68T10 PDF BibTeX XML Cite \textit{M. Sugiyama}, Introduction to statistical machine learning. Amsterdam: Elsevier/Morgan Kaufmann (2016; Zbl 1333.68002) Full Text: Link OpenURL
Fu, Zhenyong Pairwise constraint propagation via low-rank matrix recovery. (English) Zbl 1428.68237 Comput. Vis. Media 1, No. 3, 211-220 (2015). MSC: 68T05 68U10 PDF BibTeX XML Cite \textit{Z. Fu}, Comput. Vis. Media 1, No. 3, 211--220 (2015; Zbl 1428.68237) Full Text: DOI OpenURL
Choo, Jaegul; Lee, Changhyun; Reddy, Chandan K.; Park, Haesun Weakly supervised nonnegative matrix factorization for user-driven clustering. (English) Zbl 1405.62075 Data Min. Knowl. Discov. 29, No. 6, 1598-1621 (2015). MSC: 62H30 15A23 PDF BibTeX XML Cite \textit{J. Choo} et al., Data Min. Knowl. Discov. 29, No. 6, 1598--1621 (2015; Zbl 1405.62075) Full Text: DOI OpenURL
Mehrkanoon, Siamak; Agudelo, Oscar Mauricio; Suykens, Johan A. K. Incremental multi-class semi-supervised clustering regularized by Kalman filtering. (English) Zbl 1394.68304 Neural Netw. 71, 88-104 (2015). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{S. Mehrkanoon} et al., Neural Netw. 71, 88--104 (2015; Zbl 1394.68304) Full Text: DOI OpenURL
Guo, Xinchen; Xi, Xiantian; Fan, Xiuling; Han, Xiao Fuzzy C-means clustering algorithm based on semi-supervised learning. (Chinese. English summary) Zbl 1349.68146 J. Jilin Univ., Sci. 53, No. 4, 705-709 (2015). MSC: 68T05 68T10 PDF BibTeX XML Cite \textit{X. Guo} et al., J. Jilin Univ., Sci. 53, No. 4, 705--709 (2015; Zbl 1349.68146) Full Text: DOI OpenURL
Vrbik, Irene; McNicholas, Paul D. Fractionally-supervised classification. (English) Zbl 1331.62319 J. Classif. 32, No. 3, 359-381 (2015). MSC: 62H30 PDF BibTeX XML Cite \textit{I. Vrbik} and \textit{P. D. McNicholas}, J. Classif. 32, No. 3, 359--381 (2015; Zbl 1331.62319) Full Text: DOI arXiv OpenURL
Zhou, Chenxi; Liang, Xun; Qi, Jinshan A semi-supervised agglomerative hierarchical clustering method based on dynamically updating constraints. (Chinese. English summary) Zbl 1340.68092 Acta Autom. Sin. 41, No. 7, 1253-1263 (2015). MSC: 68T05 68T10 PDF BibTeX XML Cite \textit{C. Zhou} et al., Acta Autom. Sin. 41, No. 7, 1253--1263 (2015; Zbl 1340.68092) Full Text: DOI OpenURL
Chang, Chin-Chun; Lin, Po-Yi Active learning for semi-supervised clustering based on locally linear propagation reconstruction. (English) Zbl 1325.68184 Neural Netw. 63, 170-184 (2015). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{C.-C. Chang} and \textit{P.-Y. Lin}, Neural Netw. 63, 170--184 (2015; Zbl 1325.68184) Full Text: DOI OpenURL
Jang, Woncheol; Lim, Johan; Lazar, Nicole A.; Loh, Ji Meng; Yu, Donghyeon Some properties of generalized fused Lasso and its applications to high dimensional data. (English) Zbl 1485.62093 J. Korean Stat. Soc. 44, No. 3, 352-365 (2015). MSC: 62J07 62H30 PDF BibTeX XML Cite \textit{W. Jang} et al., J. Korean Stat. Soc. 44, No. 3, 352--365 (2015; Zbl 1485.62093) Full Text: DOI Link OpenURL
Abderrahim, Elmoataz; Xavier, Desquesnes; Zakaria, Lakhdari; Olivier, Lézoray Nonlocal infinity Laplacian equation on graphs with applications in image processing and machine learning. (English) Zbl 07312621 Math. Comput. Simul. 102, 153-163 (2014). MSC: 68-XX 94-XX PDF BibTeX XML Cite \textit{E. Abderrahim} et al., Math. Comput. Simul. 102, 153--163 (2014; Zbl 07312621) Full Text: DOI OpenURL
Sohn, Insuk; Shim, Jooyong; Hwang, Changha; Kim, Sujong; Lee, Jae Won Transcription factor-binding site identification and gene classification via fusion of the supervised-weighted discrete kernel clustering and support vector machine. (English) Zbl 07267742 J. Appl. Stat. 41, No. 3, 573-581 (2014). MSC: 62-XX PDF BibTeX XML Cite \textit{I. Sohn} et al., J. Appl. Stat. 41, No. 3, 573--581 (2014; Zbl 07267742) Full Text: DOI OpenURL
Borisova, I. A.; Zagoruiko, N. G. Algorithm FRiS-TDR for generalized classification of the labeled, semi-labeled and unlabeled datasets. (English) Zbl 1365.68368 Aleskerov, Fuad (ed.) et al., Clusters, orders, and trees: methods and applications. In honor of Boris Mirkin’s 70th birthday. Collected papers based on the presentations at the international workshop, Moscow, Russia, December 12–13, 2012. New York, NY: Springer (ISBN 978-1-4939-0741-0/hbk; 978-1-4939-0742-7/ebook). Springer Optimization and Its Applications 92, 151-165 (2014). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{I. A. Borisova} and \textit{N. G. Zagoruiko}, Springer Optim. Appl. 92, 151--165 (2014; Zbl 1365.68368) Full Text: DOI OpenURL
Kersten, Jens Simultaneous feature selection and Gaussian mixture model estimation for supervised classification problems. (English) Zbl 1339.68223 Pattern Recognition 47, No. 8, 2582-2595 (2014). MSC: 68T05 62H12 62H30 PDF BibTeX XML Cite \textit{J. Kersten}, Pattern Recognition 47, No. 8, 2582--2595 (2014; Zbl 1339.68223) Full Text: DOI OpenURL
Zhan, Xianyuan; Ukkusuri, Satish V.; Zhu, Feng Inferring urban land use using large-scale social media check-in data. (English) Zbl 1338.91118 Netw. Spat. Econ. 14, No. 3-4, 647-667 (2014). MSC: 91D30 86A32 PDF BibTeX XML Cite \textit{X. Zhan} et al., Netw. Spat. Econ. 14, No. 3--4, 647--667 (2014; Zbl 1338.91118) Full Text: DOI OpenURL
He, Ping; Xu, Xiaohua; Hu, Kongfa; Chen, Ling Semi-supervised clustering via multi-level random walk. (English) Zbl 1326.68224 Pattern Recognition 47, No. 2, 820-832 (2014). MSC: 68T05 05C81 62H30 PDF BibTeX XML Cite \textit{P. He} et al., Pattern Recognition 47, No. 2, 820--832 (2014; Zbl 1326.68224) Full Text: DOI OpenURL
Calandriello, Daniele; Niu, Gang; Sugiyama, Masashi Semi-supervised information-maximization clustering. (English) Zbl 1325.68207 Neural Netw. 57, 103-111 (2014). MSC: 68T10 68T05 62H30 PDF BibTeX XML Cite \textit{D. Calandriello} et al., Neural Netw. 57, 103--111 (2014; Zbl 1325.68207) Full Text: DOI arXiv OpenURL
Chen, Xinquan; Su, Jindian A \(k\)-means clustering framework based on semi-supervised learning. (Chinese. English summary) Zbl 1324.68078 J. Guangxi Univ., Nat. Sci. 39, No. 5, 1074-1082 (2014). MSC: 68T05 68T10 PDF BibTeX XML Cite \textit{X. Chen} and \textit{J. Su}, J. Guangxi Univ., Nat. Sci. 39, No. 5, 1074--1082 (2014; Zbl 1324.68078) OpenURL
Shi, Ziye; Liang, Heng; Bai, Fengshan Molecular dynamic algorithms for data partition. (Chinese. English summary) Zbl 1324.68115 Math. Numer. Sin. 36, No. 3, 325-334 (2014). MSC: 68T05 62H30 65C35 PDF BibTeX XML Cite \textit{Z. Shi} et al., Math. Numer. Sin. 36, No. 3, 325--334 (2014; Zbl 1324.68115) OpenURL
Hansen, Toke J.; Mahoney, Michael W. Semi-supervised eigenvectors for large-scale locally-biased learning. (English) Zbl 1311.68136 J. Mach. Learn. Res. 15, 3871-3914 (2014). MSC: 68T05 PDF BibTeX XML Cite \textit{T. J. Hansen} and \textit{M. W. Mahoney}, J. Mach. Learn. Res. 15, 3871--3914 (2014; Zbl 1311.68136) Full Text: arXiv Link OpenURL
Ailon, Nir; Begleiter, Ron; Ezra, Esther Active learning using smooth relative regret approximations with applications. (English) Zbl 1317.68140 J. Mach. Learn. Res. 15, 885-920 (2014). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{N. Ailon} et al., J. Mach. Learn. Res. 15, 885--920 (2014; Zbl 1317.68140) Full Text: arXiv Link OpenURL
Guerra, Luis; Bielza, Concha; Robles, Víctor; Larrañaga, Pedro Semi-supervised projected model-based clustering. (English) Zbl 1298.68220 Data Min. Knowl. Discov. 28, No. 4, 882-917 (2014). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{L. Guerra} et al., Data Min. Knowl. Discov. 28, No. 4, 882--917 (2014; Zbl 1298.68220) Full Text: DOI OpenURL
Huang, Wei; Tao, Juncai A medical image segmentation algorithm based on \(k\)-means clustering and semi-supervised learning. (Chinese. English summary) Zbl 1313.92028 J. Nanchang Univ., Nat. Sci. 38, No. 1, 31-35 (2014). MSC: 92C55 68T05 68T45 68U10 PDF BibTeX XML Cite \textit{W. Huang} and \textit{J. Tao}, J. Nanchang Univ., Nat. Sci. 38, No. 1, 31--35 (2014; Zbl 1313.92028) OpenURL
He, Ping; Xu, Xiaohua; Lu, Lin; Chen, Ling Semi-supervised clustering via two-level random walk. (Chinese. English summary) Zbl 1313.68097 J. Softw. 25, No. 5, 997-1013 (2014). MSC: 68T05 68T10 PDF BibTeX XML Cite \textit{P. He} et al., J. Softw. 25, No. 5, 997--1013 (2014; Zbl 1313.68097) Full Text: DOI OpenURL
Bade, Korinna; Nürnberger, Andreas Hierarchical constraints. (English) Zbl 1319.68167 Mach. Learn. 94, No. 3, 371-399 (2014). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{K. Bade} and \textit{A. Nürnberger}, Mach. Learn. 94, No. 3, 371--399 (2014; Zbl 1319.68167) Full Text: DOI OpenURL
Wang, Yu; Xiang, Yang; Zhang, Jun; Zhou, Wanlei; Xie, Bailin Internet traffic clustering with side information. (English) Zbl 1310.68035 J. Comput. Syst. Sci. 80, No. 5, 1021-1036 (2014). MSC: 68M11 68M12 68T05 PDF BibTeX XML Cite \textit{Y. Wang} et al., J. Comput. Syst. Sci. 80, No. 5, 1021--1036 (2014; Zbl 1310.68035) Full Text: DOI OpenURL
Guillaume, Serge; Charnomordic, Brigitte; Loisel, Patrice Fuzzy partitions: a way to integrate expert knowledge into distance calculations. (English) Zbl 1321.62072 Inf. Sci. 245, 76-95 (2013). MSC: 62H30 62H86 PDF BibTeX XML Cite \textit{S. Guillaume} et al., Inf. Sci. 245, 76--95 (2013; Zbl 1321.62072) Full Text: DOI HAL OpenURL
Li, Yu-Feng; Tsang, Ivor W.; Kwok, James T.; Zhou, Zhi-Hua Convex and scalable weakly labeled SVMs. (English) Zbl 1317.68169 J. Mach. Learn. Res. 14, 2151-2188 (2013). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{Y.-F. Li} et al., J. Mach. Learn. Res. 14, 2151--2188 (2013; Zbl 1317.68169) Full Text: arXiv Link OpenURL
Grbovic, Mihajlo; Djuric, Nemanja; Guo, Shengbo; Vucetic, Slobodan Supervised clustering of label ranking data using label preference information. (English) Zbl 1300.68041 Mach. Learn. 93, No. 2-3, 191-225 (2013). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{M. Grbovic} et al., Mach. Learn. 93, No. 2--3, 191--225 (2013; Zbl 1300.68041) Full Text: DOI OpenURL
Liu, Chien-Liang; Chang, Tao-Hsing; Li, Hsuan-Hsun Clustering documents with labeled and unlabeled documents using fuzzy semi-Kmeans. (English) Zbl 1284.68502 Fuzzy Sets Syst. 221, 48-64 (2013). MSC: 68T05 PDF BibTeX XML Cite \textit{C.-L. Liu} et al., Fuzzy Sets Syst. 221, 48--64 (2013; Zbl 1284.68502) Full Text: DOI OpenURL
Jiang, Weijin; Xu, Yuhui; Wang, Xin Active learning of pair-wise constraints in semi-supervised clustering. (Chinese. English summary) Zbl 1299.68059 J. Syst. Sci. Math. Sci. 33, No. 6, 708-723 (2013). MSC: 68T05 68T10 PDF BibTeX XML Cite \textit{W. Jiang} et al., J. Syst. Sci. Math. Sci. 33, No. 6, 708--723 (2013; Zbl 1299.68059) OpenURL
Lu, Zhiwu; Peng, Yuxin Exhaustive and efficient constraint propagation: a graph-based learning approach and its applications. (English) Zbl 1270.68351 Int. J. Comput. Vis. 103, No. 3, 306-325 (2013). MSC: 68T45 68T05 68R10 PDF BibTeX XML Cite \textit{Z. Lu} and \textit{Y. Peng}, Int. J. Comput. Vis. 103, No. 3, 306--325 (2013; Zbl 1270.68351) Full Text: DOI arXiv OpenURL
Mei, Jian-Ping; Chen, Lihui LinkFCM: relation integrated fuzzy \(c\)-means. (English) Zbl 1248.68439 Pattern Recognition 46, No. 1, 272-283 (2013). MSC: 68T10 68T37 68P05 PDF BibTeX XML Cite \textit{J.-P. Mei} and \textit{L. Chen}, Pattern Recognition 46, No. 1, 272--283 (2013; Zbl 1248.68439) Full Text: DOI OpenURL
Ping, Yuan; Zhou, Yajian; Yang, Yixian A novel scheme for accelerating support vector clustering. (English) Zbl 1399.62106 Comput. Inform. 31, No. 3, 613-638 (2012). MSC: 62H30 65C60 PDF BibTeX XML Cite \textit{Y. Ping} et al., Comput. Inform. 31, No. 3, 613--638 (2012; Zbl 1399.62106) OpenURL
Chen, Xiaoyun; Huo, Mengmeng; Liu, Yangyang MST-based semi-supervised clustering using M-labeled objects. (English) Zbl 1413.68082 Comput. Inform. 31, No. 6+, 1557-1574 (2012). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{X. Chen} et al., Comput. Inform. 31, No. 6+, 1557--1574 (2012; Zbl 1413.68082) OpenURL
Wang, Jinlong; Wu, Shunyao; Wen, Can; Li, Gang An effective semi-supervised clustering framework integrating pairwise constraints and attribute preferences. (English) Zbl 1399.62109 Comput. Inform. 31, No. 3, 597-612 (2012). MSC: 62H30 68T30 PDF BibTeX XML Cite \textit{J. Wang} et al., Comput. Inform. 31, No. 3, 597--612 (2012; Zbl 1399.62109) OpenURL
Chang, Yu; Liang, Jiye; Gao, Jiawei; Yang, Jing A semi-supervised clustering algorithm based on seeds and pair-wise constraints. (Chinese. English summary) Zbl 1274.68299 J. Nanjing Univ., Nat. Sci. 48, No. 4, 405-411 (2012). MSC: 68T05 68T10 PDF BibTeX XML Cite \textit{Y. Chang} et al., J. Nanjing Univ., Nat. Sci. 48, No. 4, 405--411 (2012; Zbl 1274.68299) OpenURL
Liu, Hairong; Yang, Xingwei; Latecki, Longin Jan; Yan, Shuicheng Dense neighborhoods on affinity graph. (English) Zbl 1254.68212 Int. J. Comput. Vis. 98, No. 1, 65-82 (2012). MSC: 68T05 68T10 68R10 PDF BibTeX XML Cite \textit{H. Liu} et al., Int. J. Comput. Vis. 98, No. 1, 65--82 (2012; Zbl 1254.68212) Full Text: DOI OpenURL
Chang, Chin-Chun; Chen, Hsin-Yi Semi-supervised clustering with discriminative random fields. (English) Zbl 1248.68399 Pattern Recognition 45, No. 12, 4402-4413 (2012). MSC: 68T05 68T10 PDF BibTeX XML Cite \textit{C.-C. Chang} and \textit{H.-Y. Chen}, Pattern Recognition 45, No. 12, 4402--4413 (2012; Zbl 1248.68399) Full Text: DOI OpenURL
Jiao, L. C.; Shang, Fanhua; Wang, Fei; Liu, Yuanyuan Fast semi-supervised clustering with enhanced spectral embedding. (English) Zbl 1248.68407 Pattern Recognition 45, No. 12, 4358-4369 (2012). MSC: 68T05 PDF BibTeX XML Cite \textit{L. C. Jiao} et al., Pattern Recognition 45, No. 12, 4358--4369 (2012; Zbl 1248.68407) Full Text: DOI OpenURL
Antoine, V.; Quost, B.; Masson, M.-H.; Denœux, T. CECM: constrained evidential \(C\)-means algorithm. (English) Zbl 1243.62086 Comput. Stat. Data Anal. 56, No. 4, 894-914 (2012). MSC: 62H30 68T37 65C60 92C55 PDF BibTeX XML Cite \textit{V. Antoine} et al., Comput. Stat. Data Anal. 56, No. 4, 894--914 (2012; Zbl 1243.62086) Full Text: DOI OpenURL
Guillaumin, Matthieu; Mensink, Thomas; Verbeek, Jakob; Schmid, Cordelia Face recognition from caption-based supervision. (English) Zbl 1235.68266 Int. J. Comput. Vis. 96, No. 1, 64-82 (2012). MSC: 68T45 68T05 PDF BibTeX XML Cite \textit{M. Guillaumin} et al., Int. J. Comput. Vis. 96, No. 1, 64--82 (2012; Zbl 1235.68266) Full Text: DOI Link OpenURL
Shiga, Motoki; Mamitsuka, Hiroshi Efficient semi-supervised learning on locally informative multiple graphs. (English) Zbl 1227.68093 Pattern Recognition 45, No. 3, 1035-1049 (2012). MSC: 68T05 68R10 PDF BibTeX XML Cite \textit{M. Shiga} and \textit{H. Mamitsuka}, Pattern Recognition 45, No. 3, 1035--1049 (2012; Zbl 1227.68093) Full Text: DOI Link OpenURL
Maraziotis, Ioannis A. A semi-supervised fuzzy clustering algorithm applied to gene expression data. (English) Zbl 1225.68200 Pattern Recognition 45, No. 1, 637-648 (2012). MSC: 68T05 68T10 92D10 PDF BibTeX XML Cite \textit{I. A. Maraziotis}, Pattern Recognition 45, No. 1, 637--648 (2012; Zbl 1225.68200) Full Text: DOI OpenURL
Yang, Yang; Wang, Lihong; Liu, Qicheng Active semi-supervised nearest neighbour learning. (Chinese. English summary) Zbl 1249.68180 J. Shandong Univ., Nat. Sci. 46, No. 5, 110-115 (2011). MSC: 68T05 PDF BibTeX XML Cite \textit{Y. Yang} et al., J. Shandong Univ., Nat. Sci. 46, No. 5, 110--115 (2011; Zbl 1249.68180) OpenURL
Pan, Jun; Kong, Fansheng; Wang, Ruiqin Semi-supervised clustering with weighted pairwise constraints projection. (Chinese. English summary) Zbl 1249.68163 J. Zhejiang Univ., Eng. Sci. 45, No. 5, 934-940 (2011). MSC: 68T05 90C27 PDF BibTeX XML Cite \textit{J. Pan} et al., J. Zhejiang Univ., Eng. Sci. 45, No. 5, 934--940 (2011; Zbl 1249.68163) Full Text: DOI OpenURL
Shen, Yan; Song, Shunlin; Zhu, Yuquan A clustering algorithm for scalable datasets based on the semi-supervision technology. (Chinese. English summary) Zbl 1249.68056 J. Nanjing Univ., Nat. Sci. 47, No. 4, 372-382 (2011). MSC: 68P15 68T10 PDF BibTeX XML Cite \textit{Y. Shen} et al., J. Nanjing Univ., Nat. Sci. 47, No. 4, 372--382 (2011; Zbl 1249.68056) OpenURL
Shiga, Motoki; Takigawa, Ichigaku; Mamitsuka, Hiroshi A spectral approach to clustering numerical vectors as nodes in a network. (English) Zbl 1211.68363 Pattern Recognition 44, No. 2, 236-251 (2011). MSC: 68T10 PDF BibTeX XML Cite \textit{M. Shiga} et al., Pattern Recognition 44, No. 2, 236--251 (2011; Zbl 1211.68363) Full Text: DOI OpenURL
Pensa, Ruggero G.; Boulicaut, Jean-francois; Cordero, Francesca; Atzori, Maurizio Co-clustering numerical data under user-defined constraints. (English) Zbl 07260232 Stat. Anal. Data Min. 3, No. 1, 38-55 (2010). MSC: 62-XX 68-XX PDF BibTeX XML Cite \textit{R. G. Pensa} et al., Stat. Anal. Data Min. 3, No. 1, 38--55 (2010; Zbl 07260232) Full Text: DOI OpenURL
Shen, Xiaotong; Huang, Hsin-Cheng Grouping pursuit through a regularization solution surface. (English) Zbl 1392.62192 J. Am. Stat. Assoc. 105, No. 490, 727-739 (2010). MSC: 62H30 62J07 62-04 62J99 PDF BibTeX XML Cite \textit{X. Shen} and \textit{H.-C. Huang}, J. Am. Stat. Assoc. 105, No. 490, 727--739 (2010; Zbl 1392.62192) Full Text: DOI Link OpenURL
Radovanović, Miloš; Nanopoulos, Alexandros; Ivanović, Mirjana Hubs in space: popular nearest neighbors in high-dimensional data. (English) Zbl 1242.62056 J. Mach. Learn. Res. 11, 2487-2531 (2010). MSC: 62H30 68T05 PDF BibTeX XML Cite \textit{M. Radovanović} et al., J. Mach. Learn. Res. 11, 2487--2531 (2010; Zbl 1242.62056) Full Text: Link OpenURL