Chen, Longlong; Wang, Yulong; Liu, Youheng; Hu, Yutao; Wang, Libin; Luo, Huiwu; Tang, Yuan Yan Double graphs regularized multi-view subspace clustering. (English) Zbl 07776507 Int. J. Wavelets Multiresolut. Inf. Process. 22, No. 1, Article ID 2350032, 21 p. (2024). MSC: 68-XX 62-XX PDFBibTeX XMLCite \textit{L. Chen} et al., Int. J. Wavelets Multiresolut. Inf. Process. 22, No. 1, Article ID 2350032, 21 p. (2024; Zbl 07776507) Full Text: DOI arXiv
Tang, Jun; Chen, Wenhui; Wang, Ke; Zhang, Yan; Liang, Dong Probability-based label enhancement for multi-dimensional classification. (English) Zbl 07764391 Inf. Sci. 653, Article ID 119790, 13 p. (2024). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{J. Tang} et al., Inf. Sci. 653, Article ID 119790, 13 p. (2024; Zbl 07764391) Full Text: DOI
Wang, Yibin; Wang, Haifeng Distributionally robust unsupervised domain adaptation. (English) Zbl 07738635 J. Comput. Appl. Math. 436, Article ID 115369, 13 p. (2024). MSC: 68Txx 90Cxx 62Gxx PDFBibTeX XMLCite \textit{Y. Wang} and \textit{H. Wang}, J. Comput. Appl. Math. 436, Article ID 115369, 13 p. (2024; Zbl 07738635) Full Text: DOI
Ashfaq, Awais; Lingman, Markus; Sensoy, Murat; Nowaczyk, Sławomir DEED: deep evidential doctor. (English) Zbl 07777846 Artif. Intell. 325, Article ID 104019, 27 p. (2023). MSC: 68T07 62P10 92C50 PDFBibTeX XMLCite \textit{A. Ashfaq} et al., Artif. Intell. 325, Article ID 104019, 27 p. (2023; Zbl 07777846) Full Text: DOI
Golyadkin, Maksim; Pozdnyakov, Vitaliy; Zhukov, Leonid; Makarov, Ilya SensorSCAN: self-supervised learning and deep clustering for fault diagnosis in chemical processes. (English) Zbl 07766488 Artif. Intell. 324, Article ID 104012, 25 p. (2023). MSC: 68T09 68T07 62H30 94A12 PDFBibTeX XMLCite \textit{M. Golyadkin} et al., Artif. Intell. 324, Article ID 104012, 25 p. (2023; Zbl 07766488) Full Text: DOI arXiv
Rabiee, Sadegh; Biswas, Joydeep Introspective perception for mobile robots. (English) Zbl 07766484 Artif. Intell. 324, Article ID 103999, 24 p. (2023). MSC: 68T40 68T07 94A08 68U10 PDFBibTeX XMLCite \textit{S. Rabiee} and \textit{J. Biswas}, Artif. Intell. 324, Article ID 103999, 24 p. (2023; Zbl 07766484) Full Text: DOI arXiv
Sugiura, Taiki; Murata, Noboru Object embedding using an information geometrical perspective. (English) Zbl 07761158 Inf. Geom. 6, No. 2, 435-462 (2023). MSC: 68Txx 62Bxx 62Hxx PDFBibTeX XMLCite \textit{T. Sugiura} and \textit{N. Murata}, Inf. Geom. 6, No. 2, 435--462 (2023; Zbl 07761158) Full Text: DOI OA License
Yang, Yachao; Sun, Yanfeng; Ju, Fujiao; Wang, Shaofan; Gao, Junbin; Yin, Baocai Multi-graph fusion graph convolutional networks with pseudo-label supervision. (English) Zbl 07752016 Neural Netw. 158, 305-317 (2023). MSC: 68T05 PDFBibTeX XMLCite \textit{Y. Yang} et al., Neural Netw. 158, 305--317 (2023; Zbl 07752016) Full Text: DOI
Seo, Minsik; Min, Seungjae DL-MSTO+: a deep learning-based multi-scale topology optimization framework via positive definiteness ensured material representation network. (English) Zbl 07736356 Comput. Methods Appl. Mech. Eng. 415, Article ID 116276, 39 p. (2023). MSC: 74-XX 68-XX PDFBibTeX XMLCite \textit{M. Seo} and \textit{S. Min}, Comput. Methods Appl. Mech. Eng. 415, Article ID 116276, 39 p. (2023; Zbl 07736356) Full Text: DOI
Li, Bingshi; Li, Jin; Fu, Yang-Geng Relation-aware graph contrastive learning. (English) Zbl 1518.68305 Parallel Process. Lett. 33, No. 1-2, Article ID 2340007, 15 p. (2023). MSC: 68T05 62H35 68R10 PDFBibTeX XMLCite \textit{B. Li} et al., Parallel Process. Lett. 33, No. 1--2, Article ID 2340007, 15 p. (2023; Zbl 1518.68305) Full Text: DOI
Askari, Hossein; Latif, Yasir; Sun, Hongfu MapFlow: latent transition via normalizing flow for unsupervised domain adaptation. (English) Zbl 1518.68288 Mach. Learn. 112, No. 8, 2953-2974 (2023). MSC: 68T05 62H30 68T20 PDFBibTeX XMLCite \textit{H. Askari} et al., Mach. Learn. 112, No. 8, 2953--2974 (2023; Zbl 1518.68288) Full Text: DOI
Zhou, Lei; Liu, Yang; Zhang, Pengcheng; Bai, Xiao; Gu, Lin; Zhou, Jun; Yao, Yazhou; Harada, Tatsuya; Zheng, Jin; Hancock, Edwin Information bottleneck and selective noise supervision for zero-shot learning. (English) Zbl 1521.68178 Mach. Learn. 112, No. 7, 2239-2261 (2023). MSC: 68T05 68T45 PDFBibTeX XMLCite \textit{L. Zhou} et al., Mach. Learn. 112, No. 7, 2239--2261 (2023; Zbl 1521.68178) Full Text: DOI
Meidiana, Amyra; Hong, Seok-Hee; Eades, Peter Shape-faithful graph drawings. (English) Zbl 07727755 Angelini, Patrizio (ed.) et al., Graph drawing and network visualization. 30th international symposium, GD 2022, Tokyo, Japan, September 13–16, 2022. Revised selected papers. Cham: Springer. Lect. Notes Comput. Sci. 13764, 93-108 (2023). MSC: 68R10 68U05 PDFBibTeX XMLCite \textit{A. Meidiana} et al., Lect. Notes Comput. Sci. 13764, 93--108 (2023; Zbl 07727755) Full Text: DOI arXiv
Miller, Jacob; Huroyan, Vahan; Kobourov, Stephen Spherical graph drawing by multi-dimensional scaling. (English) Zbl 07727754 Angelini, Patrizio (ed.) et al., Graph drawing and network visualization. 30th international symposium, GD 2022, Tokyo, Japan, September 13–16, 2022. Revised selected papers. Cham: Springer. Lect. Notes Comput. Sci. 13764, 77-92 (2023). MSC: 68R10 68U05 PDFBibTeX XMLCite \textit{J. Miller} et al., Lect. Notes Comput. Sci. 13764, 77--92 (2023; Zbl 07727754) Full Text: DOI arXiv
Giovannangeli, Loann; Lalanne, Frederic; Giot, Romain; Bourqui, Romain FORBID: Fast Overlap Removal By stochastic gradIent Descent for graph drawing. (English) Zbl 07727753 Angelini, Patrizio (ed.) et al., Graph drawing and network visualization. 30th international symposium, GD 2022, Tokyo, Japan, September 13–16, 2022. Revised selected papers. Cham: Springer. Lect. Notes Comput. Sci. 13764, 61-76 (2023). MSC: 68R10 68U05 PDFBibTeX XMLCite \textit{L. Giovannangeli} et al., Lect. Notes Comput. Sci. 13764, 61--76 (2023; Zbl 07727753) Full Text: DOI arXiv
Hamm, Keaton; Henscheid, Nick; Kang, Shujie Wassmap: Wasserstein isometric mapping for image manifold learning. (English) Zbl 07726190 SIAM J. Math. Data Sci. 5, No. 2, 475-501 (2023). MSC: 68T10 49Q22 PDFBibTeX XMLCite \textit{K. Hamm} et al., SIAM J. Math. Data Sci. 5, No. 2, 475--501 (2023; Zbl 07726190) Full Text: DOI arXiv
Shtykov, P. D.; D’yakonov, A. G. A generalized dialogue graph construction and visualization based on a corpus of dialogues. (Russian. English summary) Zbl 07724173 Prikl. Diskretn. Mat. 2023, No. 59, 111-127 (2023). MSC: 68-XX 90-XX PDFBibTeX XMLCite \textit{P. D. Shtykov} and \textit{A. G. D'yakonov}, Prikl. Diskretn. Mat. 2023, No. 59, 111--127 (2023; Zbl 07724173) Full Text: DOI MNR
Świetlicka, Aleksandra; Kolanowski, Krzysztof Homogeneous ensemble model built from artificial neural networks for fault detection in navigation systems. (English) Zbl 07715651 J. Comput. Appl. Math. 432, Article ID 115279, 11 p. (2023). MSC: 68Txx 15Bxx 15Axx PDFBibTeX XMLCite \textit{A. Świetlicka} and \textit{K. Kolanowski}, J. Comput. Appl. Math. 432, Article ID 115279, 11 p. (2023; Zbl 07715651) Full Text: DOI
Hwang, Yoontae; Lee, Yongjae; Fabozzi, Frank J. Identifying household finance heterogeneity via deep clustering. (English) Zbl 1520.91444 Ann. Oper. Res. 325, No. 2, 1255-1289 (2023). MSC: 91G99 62H30 68T07 PDFBibTeX XMLCite \textit{Y. Hwang} et al., Ann. Oper. Res. 325, No. 2, 1255--1289 (2023; Zbl 1520.91444) Full Text: DOI
Wei, Yantao; Yu, Shujian; Giraldo, Luis Sanchez; Príncipe, José C. Multiscale principle of relevant information for hyperspectral image classification. (English) Zbl 07702701 Mach. Learn. 112, No. 4, 1227-1252 (2023). MSC: 68T05 PDFBibTeX XMLCite \textit{Y. Wei} et al., Mach. Learn. 112, No. 4, 1227--1252 (2023; Zbl 07702701) Full Text: DOI arXiv
Poličar, Pavlin G.; Stražar, Martin; Zupan, Blaž Embedding to reference t-SNE space addresses batch effects in single-cell classification. (English) Zbl 07694500 Mach. Learn. 112, No. 2, 721-740 (2023). MSC: 68T05 PDFBibTeX XMLCite \textit{P. G. Poličar} et al., Mach. Learn. 112, No. 2, 721--740 (2023; Zbl 07694500) Full Text: DOI
Björklund, Anton; Mäkelä, Jarmo; Puolamäki, Kai SLISEMAP: supervised dimensionality reduction through local explanations. (English) Zbl 07694478 Mach. Learn. 112, No. 1, 1-43 (2023). MSC: 68T05 PDFBibTeX XMLCite \textit{A. Björklund} et al., Mach. Learn. 112, No. 1, 1--43 (2023; Zbl 07694478) Full Text: DOI arXiv
Khan, Shahroz; Goucher-Lambert, Kosa; Kostas, Konstantinos; Kaklis, Panagiotis ShipHullGAN: a generic parametric modeller for ship hull design using deep convolutional generative model. (English) Zbl 07692953 Comput. Methods Appl. Mech. Eng. 411, Article ID 116051, 28 p. (2023). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{S. Khan} et al., Comput. Methods Appl. Mech. Eng. 411, Article ID 116051, 28 p. (2023; Zbl 07692953) Full Text: DOI arXiv
Kiva, Pavel; Grafeeva, Natalia; Mikhailova, Elena A machine learning approach to calculating the non-equilibrium diffusion coefficients in the state-to-state solution of the Navier-Stokes equations. (English) Zbl 07688802 Lobachevskii J. Math. 44, No. 1, 170-177 (2023). MSC: 68Txx 85-XX 35Kxx PDFBibTeX XMLCite \textit{P. Kiva} et al., Lobachevskii J. Math. 44, No. 1, 170--177 (2023; Zbl 07688802) Full Text: DOI
Dyballa, Luciano; Zucker, Steven W. IAN: iterated adaptive neighborhoods for manifold learning and dimensionality estimation. (English) Zbl 07671584 Neural Comput. 35, No. 3, 453-524 (2023). MSC: 68-XX PDFBibTeX XMLCite \textit{L. Dyballa} and \textit{S. W. Zucker}, Neural Comput. 35, No. 3, 453--524 (2023; Zbl 07671584) Full Text: DOI arXiv
Courtois, Adrien; Morel, Jean-Michel; Arias, Pablo Can neural networks extrapolate? Discussion of a theorem by Pedro Domingos. (English) Zbl 1507.68242 Rev. R. Acad. Cienc. Exactas Fís. Nat., Ser. A Mat., RACSAM 117, No. 2, Paper No. 79, 26 p. (2023). MSC: 68T05 68T07 PDFBibTeX XMLCite \textit{A. Courtois} et al., Rev. R. Acad. Cienc. Exactas Fís. Nat., Ser. A Mat., RACSAM 117, No. 2, Paper No. 79, 26 p. (2023; Zbl 1507.68242) Full Text: DOI arXiv
Bao, Jiakang; He, Yang-Hui; Hirst, Edward Neurons on amoebae. (English) Zbl 1519.14063 J. Symb. Comput. 116, 1-38 (2023). Reviewer: Michele Cirafici (Trieste) MSC: 14T90 32A27 68T07 81T30 PDFBibTeX XMLCite \textit{J. Bao} et al., J. Symb. Comput. 116, 1--38 (2023; Zbl 1519.14063) Full Text: DOI arXiv
Sarang, Poornachandra Thinking data science. A data science practitioner’s guidebook. (English) Zbl 07566650 The Springer Series in Applied Machine Learning. Cham: Springer (ISBN 978-3-031-02362-0/hbk; 978-3-031-02365-1/pbk; 978-3-031-02363-7/ebook). xx, 358 p. (2023). Reviewer: Irina Ioana Mohorianu (Oxford) MSC: 68-01 62-01 62H30 62R07 68T05 68T07 68T09 68T50 PDFBibTeX XMLCite \textit{P. Sarang}, Thinking data science. A data science practitioner's guidebook. Cham: Springer (2023; Zbl 07566650) Full Text: DOI
Duan, Ziheng; Xu, Haoyan; Wang, Yueyang; Huang, Yida; Ren, Anni; Xu, Zhongbin; Sun, Yizhou; Wang, Wei Multivariate time-series classification with hierarchical variational graph pooling. (English) Zbl 1522.62053 Neural Netw. 154, 481-490 (2022). MSC: 62H30 62M10 68T05 PDFBibTeX XMLCite \textit{Z. Duan} et al., Neural Netw. 154, 481--490 (2022; Zbl 1522.62053) Full Text: DOI arXiv
Velasco-Forero, Santiago; Angulo, Jesús MorphoActivation: generalizing ReLU activation function by mathematical morphology. (English) Zbl 1522.68503 Baudrier, Étienne (ed.) et al., Discrete geometry and mathematical morphology. Second international joint conference, DGMM 2022, Strasbourg, France, October 24–27, 2022. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 13493, 449-461 (2022). MSC: 68T07 68U10 PDFBibTeX XMLCite \textit{S. Velasco-Forero} and \textit{J. Angulo}, Lect. Notes Comput. Sci. 13493, 449--461 (2022; Zbl 1522.68503) Full Text: DOI arXiv
Nevzorova, O. A.; Gizatullin, B. T. Analysis of the cluster structure of collections of mathematical papers with different UDC codes. (English) Zbl 1527.62098 Lobachevskii J. Math. 43, No. 12, 3597-3604 (2022). MSC: 62P99 68V30 PDFBibTeX XMLCite \textit{O. A. Nevzorova} and \textit{B. T. Gizatullin}, Lobachevskii J. Math. 43, No. 12, 3597--3604 (2022; Zbl 1527.62098) Full Text: DOI
Jarne Ornia, Daniel; Mazo, Manuel jun. Robust event-driven interactions in cooperative multi-agent learning. (English) Zbl 07643440 Bogomolov, Sergiy (ed.) et al., Formal modeling and analysis of timed systems. 20th international conference, FORMATS 2022, Warsaw, Poland, September 13–15, 2022. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 13465, 281-297 (2022). MSC: 68Qxx PDFBibTeX XMLCite \textit{D. Jarne Ornia} and \textit{M. Mazo jun.}, Lect. Notes Comput. Sci. 13465, 281--297 (2022; Zbl 07643440) Full Text: DOI arXiv
Puchkin, Nikita; Spokoiny, Vladimir Structure-adaptive manifold estimation. (English) Zbl 07625193 J. Mach. Learn. Res. 23, Paper No. 40, 62 p. (2022). MSC: 68T05 PDFBibTeX XMLCite \textit{N. Puchkin} and \textit{V. Spokoiny}, J. Mach. Learn. Res. 23, Paper No. 40, 62 p. (2022; Zbl 07625193) Full Text: arXiv Link
Peng, Xi; Li, Yunfan; Tsang, Ivor W.; Zhu, Hongyuan; Lv, Jiancheng; Zhou, Joey Tianyi XAI beyond classification: interpretable neural clustering. (English) Zbl 07625159 J. Mach. Learn. Res. 23, Paper No. 6, 28 p. (2022). MSC: 68T05 PDFBibTeX XMLCite \textit{X. Peng} et al., J. Mach. Learn. Res. 23, Paper No. 6, 28 p. (2022; Zbl 07625159) Full Text: arXiv Link
de Souza, Mariana Caravanti; Nogueira, Bruno Magalhães; Rossi, Rafael Geraldeli; Marcacini, Ricardo Marcondes; dos Santos, Brucce Neves; Rezende, Solange Oliveira A network-based positive and unlabeled learning approach for fake news detection. (English) Zbl 07624281 Mach. Learn. 111, No. 10, 3549-3592 (2022). MSC: 68T05 PDFBibTeX XMLCite \textit{M. C. de Souza} et al., Mach. Learn. 111, No. 10, 3549--3592 (2022; Zbl 07624281) Full Text: DOI
Castillo-Navarro, Javiera; Le Saux, Bertrand; Boulch, Alexandre; Audebert, Nicolas; Lefèvre, Sébastien Semi-supervised semantic segmentation in Earth observation: the MiniFrance suite, dataset analysis and multi-task network study. (English) Zbl 07624267 Mach. Learn. 111, No. 9, 3125-3160 (2022). MSC: 68T05 PDFBibTeX XMLCite \textit{J. Castillo-Navarro} et al., Mach. Learn. 111, No. 9, 3125--3160 (2022; Zbl 07624267) Full Text: DOI arXiv
Ruz, Gonzalo A. Analyzing Boolean networks through unsupervised learning. (English) Zbl 07607370 Adamatzky, Andrew (ed.), Automata and complexity. Essays presented to Eric Goles on the occasion of his 70th birthday. Cham: Springer. Emerg. Complex. Comput. 42, 219-231 (2022). MSC: 68Qxx PDFBibTeX XMLCite \textit{G. A. Ruz}, Emerg. Complex. Comput. 42, 219--231 (2022; Zbl 07607370) Full Text: DOI
Mollas, Ioannis; Bassiliades, Nick; Tsoumakas, Grigorios Conclusive local interpretation rules for random forests. (English) Zbl 1507.68236 Data Min. Knowl. Discov. 36, No. 4, 1521-1574 (2022). MSC: 68T01 68T05 PDFBibTeX XMLCite \textit{I. Mollas} et al., Data Min. Knowl. Discov. 36, No. 4, 1521--1574 (2022; Zbl 1507.68236) Full Text: DOI arXiv
Arias-Tamargo, Guillermo; He, Yang-Hui; Heyes, Elli; Hirst, Edward; Rodriguez-Gomez, Diego Brain webs for brane webs. (English) Zbl 1510.81103 Phys. Lett., B 833, Article ID 137376, 10 p. (2022). Reviewer: Michele Cirafici (Trieste) MSC: 81T30 81T60 81T40 68T07 PDFBibTeX XMLCite \textit{G. Arias-Tamargo} et al., Phys. Lett., B 833, Article ID 137376, 10 p. (2022; Zbl 1510.81103) Full Text: DOI arXiv
Zhang, Pengfei; Jiang, Zhengyuan; Wang, Yixuan; Li, Yu CLMB: deep contrastive learning for robust metagenomic binning. (English) Zbl 1496.92078 Pe’er, Itsik (ed.), Research in computational molecular biology. 26th annual international conference, RECOMB 2022, San Diego, CA, USA, May 22–25, 2022. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 13278, 326-348 (2022). MSC: 92D20 68T07 PDFBibTeX XMLCite \textit{P. Zhang} et al., Lect. Notes Comput. Sci. 13278, 326--348 (2022; Zbl 1496.92078) Full Text: DOI arXiv
Steinerberger, Stefan; Zhang, Yulan T-SNE, forceful colorings, and mean field limits. (English) Zbl 07562340 Res. Math. Sci. 9, No. 3, Paper No. 42, 30 p. (2022). MSC: 68R12 82M99 62R07 PDFBibTeX XMLCite \textit{S. Steinerberger} and \textit{Y. Zhang}, Res. Math. Sci. 9, No. 3, Paper No. 42, 30 p. (2022; Zbl 07562340) Full Text: DOI arXiv
Kontolati, Katiana; Loukrezis, Dimitrios; Giovanis, Dimitrios G.; Vandanapu, Lohit; Shields, Michael D. A survey of unsupervised learning methods for high-dimensional uncertainty quantification in black-box-type problems. (English) Zbl 07540357 J. Comput. Phys. 464, Article ID 111313, 30 p. (2022). MSC: 68Txx 65Cxx 62Hxx PDFBibTeX XMLCite \textit{K. Kontolati} et al., J. Comput. Phys. 464, Article ID 111313, 30 p. (2022; Zbl 07540357) Full Text: DOI arXiv
Heaton, Howard; Fung, Samy Wu; Lin, Alex Tong; Osher, Stanley; Yin, Wotao Wasserstein-based projections with applications to inverse problems. (English) Zbl 1492.94019 SIAM J. Math. Data Sci. 4, No. 2, 581-603 (2022). MSC: 94A08 65K05 65F22 68T07 90C25 92C55 PDFBibTeX XMLCite \textit{H. Heaton} et al., SIAM J. Math. Data Sci. 4, No. 2, 581--603 (2022; Zbl 1492.94019) Full Text: DOI arXiv
Škrlj, Blaž; Džeroski, Sašo; Lavrač, Nada; Petković, Matej ReliefE: feature ranking in high-dimensional spaces via manifold embeddings. (English) Zbl 07510313 Mach. Learn. 111, No. 1, 273-317 (2022). MSC: 68T05 PDFBibTeX XMLCite \textit{B. Škrlj} et al., Mach. Learn. 111, No. 1, 273--317 (2022; Zbl 07510313) Full Text: DOI arXiv
Hettiarachchi, Hansi; Adedoyin-Olowe, Mariam; Bhogal, Jagdev; Gaber, Mohamed Medhat Embed2detect: temporally clustered embedded words for event detection in social media. (English) Zbl 07510306 Mach. Learn. 111, No. 1, 49-87 (2022). MSC: 68T05 PDFBibTeX XMLCite \textit{H. Hettiarachchi} et al., Mach. Learn. 111, No. 1, 49--87 (2022; Zbl 07510306) Full Text: DOI arXiv
Yao, Kaixuan; Liang, Jiye; Liang, Jianqing; Li, Ming; Cao, Feilong Multi-view graph convolutional networks with attention mechanism. (English) Zbl 07505993 Artif. Intell. 307, Article ID 103708, 15 p. (2022). MSC: 68Txx PDFBibTeX XMLCite \textit{K. Yao} et al., Artif. Intell. 307, Article ID 103708, 15 p. (2022; Zbl 07505993) Full Text: DOI
Baptista, Marcia L.; Goebel, Kai; Henriques, Elsa M. P. Relation between prognostics predictor evaluation metrics and local interpretability SHAP values. (English) Zbl 07505983 Artif. Intell. 306, Article ID 103667, 22 p. (2022). MSC: 68Txx PDFBibTeX XMLCite \textit{M. L. Baptista} et al., Artif. Intell. 306, Article ID 103667, 22 p. (2022; Zbl 07505983) Full Text: DOI
Lafabregue, Baptiste; Weber, Jonathan; Gançarski, Pierre; Forestier, Germain End-to-end deep representation learning for time series clustering: a comparative study. (English) Zbl 1494.68242 Data Min. Knowl. Discov. 36, No. 1, 29-81 (2022). MSC: 68T07 62H30 62M10 PDFBibTeX XMLCite \textit{B. Lafabregue} et al., Data Min. Knowl. Discov. 36, No. 1, 29--81 (2022; Zbl 1494.68242) Full Text: DOI HAL
Wald, Johanna; Navab, Nassir; Tombari, Federico Learning 3D semantic scene graphs with instance embeddings. (English) Zbl 1491.68250 Int. J. Comput. Vis. 130, No. 3, 630-651 (2022). MSC: 68T45 68T05 PDFBibTeX XMLCite \textit{J. Wald} et al., Int. J. Comput. Vis. 130, No. 3, 630--651 (2022; Zbl 1491.68250) Full Text: DOI
Little, Anna; McKenzie, Daniel; Murphy, James M. Balancing geometry and density: path distances on high-dimensional data. (English) Zbl 1493.62391 SIAM J. Math. Data Sci. 4, No. 1, 72-99 (2022). MSC: 62H30 68T09 PDFBibTeX XMLCite \textit{A. Little} et al., SIAM J. Math. Data Sci. 4, No. 1, 72--99 (2022; Zbl 1493.62391) Full Text: DOI arXiv
Rudin, Cynthia; Chen, Chaofan; Chen, Zhi; Huang, Haiyang; Semenova, Lesia; Zhong, Chudi Interpretable machine learning: fundamental principles and 10 grand challenges. (English) Zbl 07471610 Stat. Surv. 16, 1-85 (2022). MSC: 68T01 62-02 PDFBibTeX XMLCite \textit{C. Rudin} et al., Stat. Surv. 16, 1--85 (2022; Zbl 07471610) Full Text: DOI arXiv Link
Linderman, George C.; Steinerberger, Stefan Dimensionality reduction via dynamical systems: the case of t-SNE. (English) Zbl 07468743 SIAM Rev. 64, No. 1, 153-178 (2022). MSC: 68T05 62H30 60J10 PDFBibTeX XMLCite \textit{G. C. Linderman} and \textit{S. Steinerberger}, SIAM Rev. 64, No. 1, 153--178 (2022; Zbl 07468743) Full Text: DOI
Nguyen, Dang; Gupta, Sunil; Rana, Santu; Shilton, Alistair; Venkatesh, Svetha Fairness improvement for black-box classifiers with Gaussian process. (English) Zbl 07775796 Inf. Sci. 576, 542-556 (2021). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{D. Nguyen} et al., Inf. Sci. 576, 542--556 (2021; Zbl 07775796) Full Text: DOI
Hu, Weibo; Chen, Chuan; Ye, Fanghua; Zheng, Zibin; Du, Yunfei Learning deep discriminative representations with pseudo supervision for image clustering. (English) Zbl 1527.68182 Inf. Sci. 568, 199-215 (2021). MSC: 68T05 62H30 62H35 68T45 PDFBibTeX XMLCite \textit{W. Hu} et al., Inf. Sci. 568, 199--215 (2021; Zbl 1527.68182) Full Text: DOI
Wang, Haiyan; Han, Guoqiang; Li, Junyu; Zhang, Bin; Chen, Jiazhou; Hu, Yu; Han, Chu; Cai, Hongmin Learning task-driving affinity matrix for accurate multi-view clustering through tensor subspace learning. (English) Zbl 1527.68197 Inf. Sci. 563, 290-308 (2021). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{H. Wang} et al., Inf. Sci. 563, 290--308 (2021; Zbl 1527.68197) Full Text: DOI
Zhang, Rui; Zhu, Qi; Xu, Xiangyu; Zhang, Daoqiang; Huang, Sheng-Jun Visual-guided attentive attributes embedding for zero-shot learning. (English) Zbl 1521.68174 Neural Netw. 143, 709-718 (2021). MSC: 68T05 68T45 68U10 PDFBibTeX XMLCite \textit{R. Zhang} et al., Neural Netw. 143, 709--718 (2021; Zbl 1521.68174) Full Text: DOI
Akai, Naoki; Hirayama, Takatsugu; Murase, Hiroshi Experimental stability analysis of neural networks in classification problems with confidence sets for persistence diagrams. (English) Zbl 1521.68105 Neural Netw. 143, 42-51 (2021). MSC: 68T05 55N31 62H30 PDFBibTeX XMLCite \textit{N. Akai} et al., Neural Netw. 143, 42--51 (2021; Zbl 1521.68105) Full Text: DOI
Li, Zhongheng; Qiang, Qianyao; Zhang, Bin; Wang, Fei; Nie, Feiping Flexible multi-view semi-supervised learning with unified graph. (English) Zbl 1521.68141 Neural Netw. 142, 92-104 (2021). MSC: 68T05 68T10 90C90 PDFBibTeX XMLCite \textit{Z. Li} et al., Neural Netw. 142, 92--104 (2021; Zbl 1521.68141) Full Text: DOI
Ye, Yalan; Huang, Ziwei; Pan, Tongjie; Li, Jingjing; Shen, Heng Tao Reducing bias to source samples for unsupervised domain adaptation. (English) Zbl 1521.68171 Neural Netw. 141, 61-71 (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{Y. Ye} et al., Neural Netw. 141, 61--71 (2021; Zbl 1521.68171) Full Text: DOI
Huang, Zongmo; Ren, Yazhou; Pu, Xiaorong; Pan, Lili; Yao, Dezhong; Yu, Guoxian Dual self-paced multi-view clustering. (English) Zbl 1521.68126 Neural Netw. 140, 184-192 (2021). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{Z. Huang} et al., Neural Netw. 140, 184--192 (2021; Zbl 1521.68126) Full Text: DOI
Schilling, Achim; Maier, Andreas; Gerum, Richard; Metzner, Claus; Krauss, Patrick Quantifying the separability of data classes in neural networks. (English) Zbl 1521.68155 Neural Netw. 139, 278-293 (2021). MSC: 68T05 92B20 92C20 PDFBibTeX XMLCite \textit{A. Schilling} et al., Neural Netw. 139, 278--293 (2021; Zbl 1521.68155) Full Text: DOI
Kim, Seonghun; Jeong, Jaeheon Organic relationship between laws based on judicial precedents using topological data analysis. (English) Zbl 1492.68121 Korean J. Math. 29, No. 4, 649-664 (2021). MSC: 68T09 62R40 PDFBibTeX XMLCite \textit{S. Kim} and \textit{J. Jeong}, Korean J. Math. 29, No. 4, 649--664 (2021; Zbl 1492.68121) Full Text: DOI
Medico, Roberto; Ruyssinck, Joeri; Deschrijver, Dirk; Dhaene, Tom Learning multivariate shapelets with multi-layer neural networks for interpretable time-series classification. (English) Zbl 1491.68185 Adv. Data Anal. Classif., ADAC 15, No. 4, 911-936 (2021). MSC: 68T07 62H30 62M10 PDFBibTeX XMLCite \textit{R. Medico} et al., Adv. Data Anal. Classif., ADAC 15, No. 4, 911--936 (2021; Zbl 1491.68185) Full Text: DOI
Levada, Alexandre L. M. PCA-KL: a parametric dimensionality reduction approach for unsupervised metric learning. (English) Zbl 07538932 Adv. Data Anal. Classif., ADAC 15, No. 4, 829-868 (2021). MSC: 62H30 94A16 94A17 68T10 PDFBibTeX XMLCite \textit{A. L. M. Levada}, Adv. Data Anal. Classif., ADAC 15, No. 4, 829--868 (2021; Zbl 07538932) Full Text: DOI
Sun, Xin; Yu, Yongbo; Liang, Yao; Dong, Junyu; Plant, Claudia; Böhm, Christian Fusing attributed and topological global-relations for network embedding. (English) Zbl 1484.68209 Inf. Sci. 558, 76-90 (2021). MSC: 68T07 68R10 PDFBibTeX XMLCite \textit{X. Sun} et al., Inf. Sci. 558, 76--90 (2021; Zbl 1484.68209) Full Text: DOI
Liu, Jinlu; Zhang, Zhaocheng; Yang, Gang Cross-class generative network for zero-shot learning. (English) Zbl 1484.68190 Inf. Sci. 555, 147-163 (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{J. Liu} et al., Inf. Sci. 555, 147--163 (2021; Zbl 1484.68190) Full Text: DOI
Peng, Xinjun; Xu, Dong; Chen, De Robust distribution-based nonnegative matrix factorizations for dimensionality reduction. (English) Zbl 1483.68313 Inf. Sci. 552, 244-260 (2021). MSC: 68T05 15A23 62H30 68T09 PDFBibTeX XMLCite \textit{X. Peng} et al., Inf. Sci. 552, 244--260 (2021; Zbl 1483.68313) Full Text: DOI
Zhou, Fan; Qi, Xiuxiu; Xiao, Chunjing; Wang, Jiahao Metarisk: semi-supervised few-shot operational risk classification in banking industry. (English) Zbl 1486.91088 Inf. Sci. 552, 1-16 (2021). MSC: 91G45 91G70 62H30 68T05 PDFBibTeX XMLCite \textit{F. Zhou} et al., Inf. Sci. 552, 1--16 (2021; Zbl 1486.91088) Full Text: DOI
Kadıoğlu, Serdar; Kleynhans, Bernard; Wang, Xin Optimized item selection to boost exploration for recommender systems. (English) Zbl 07493644 Stuckey, Peter J. (ed.), Integration of constraint programming, artificial intelligence, and operations research. 18th international conference, CPAIOR 2021, Vienna, Austria, July 5–8, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12735, 427-445 (2021). MSC: 68T20 90C27 PDFBibTeX XMLCite \textit{S. Kadıoğlu} et al., Lect. Notes Comput. Sci. 12735, 427--445 (2021; Zbl 07493644) Full Text: DOI
Bernardo, Lucas Salvador; Damaševičius, Robertas; de Albuquerque, Victor Hugo C.; Maskeliūnas, Rytis A hybrid two-stage squeezenet and support vector machine system for Parkinson’s disease detection based on handwritten spiral patterns. (English) Zbl 1486.92077 Int. J. Appl. Math. Comput. Sci. 31, No. 4, 549-561 (2021). MSC: 92C50 68T07 PDFBibTeX XMLCite \textit{L. S. Bernardo} et al., Int. J. Appl. Math. Comput. Sci. 31, No. 4, 549--561 (2021; Zbl 1486.92077) Full Text: DOI
Sainburg, Tim; Mcinnes, Leland; Gentner, Timothy Q. Parametric UMAP embeddings for representation and semisupervised learning. (English) Zbl 1522.68480 Neural Comput. 33, No. 11, 2881-2907 (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{T. Sainburg} et al., Neural Comput. 33, No. 11, 2881--2907 (2021; Zbl 1522.68480) Full Text: DOI arXiv
Kang, Bo; García García, Darío; Lijffijt, Jefrey; Santos-Rodríguez, Raúl; De Bie, Tijl Conditional t-SNE: more informative t-SNE embeddings. (English) Zbl 07465786 Mach. Learn. 110, No. 10, 2905-2940 (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{B. Kang} et al., Mach. Learn. 110, No. 10, 2905--2940 (2021; Zbl 07465786) Full Text: DOI
Suárez, Juan Luis; García, Salvador; Herrera, Francisco Ordinal regression with explainable distance metric learning based on ordered sequences. (English) Zbl 07465782 Mach. Learn. 110, No. 10, 2729-2762 (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{J. L. Suárez} et al., Mach. Learn. 110, No. 10, 2729--2762 (2021; Zbl 07465782) Full Text: DOI
Boubekki, Ahcène; Kampffmeyer, Michael; Brefeld, Ulf; Jenssen, Robert Joint optimization of an autoencoder for clustering and embedding. (English) Zbl 07465659 Mach. Learn. 110, No. 7, 1901-1937 (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{A. Boubekki} et al., Mach. Learn. 110, No. 7, 1901--1937 (2021; Zbl 07465659) Full Text: DOI arXiv
Chen, Jiaoyan; Hu, Pan; Jimenez-Ruiz, Ernesto; Holter, Ole Magnus; Antonyrajah, Denvar; Horrocks, Ian OWL2Vec*: embedding of OWL ontologies. (English) Zbl 07465656 Mach. Learn. 110, No. 7, 1813-1845 (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{J. Chen} et al., Mach. Learn. 110, No. 7, 1813--1845 (2021; Zbl 07465656) Full Text: DOI arXiv
Luo, Hengrui; Patania, Alice; Kim, Jisu; Vejdemo-Johansson, Mikael Generalized penalty for circular coordinate representation. (English) Zbl 1493.62649 Found. Data Sci. 3, No. 4, 729-767 (2021). MSC: 62R40 55N31 68T09 PDFBibTeX XMLCite \textit{H. Luo} et al., Found. Data Sci. 3, No. 4, 729--767 (2021; Zbl 1493.62649) Full Text: DOI arXiv
Zhou, Yu; Zhang, Wenjun; Kang, Junhao; Zhang, Xiao; Wang, Xu A problem-specific non-dominated sorting genetic algorithm for supervised feature selection. (English) Zbl 1475.62202 Inf. Sci. 547, 841-859 (2021). MSC: 62H30 68W50 90C29 90C59 PDFBibTeX XMLCite \textit{Y. Zhou} et al., Inf. Sci. 547, 841--859 (2021; Zbl 1475.62202) Full Text: DOI
Wang, Weiwei; Zhang, Haofeng; Zhang, Zheng; Liu, Li; Shao, Ling Sparse graph based self-supervised hashing for scalable image retrieval. (English) Zbl 1475.68298 Inf. Sci. 547, 622-640 (2021). MSC: 68T05 68P20 68R10 68U10 PDFBibTeX XMLCite \textit{W. Wang} et al., Inf. Sci. 547, 622--640 (2021; Zbl 1475.68298) Full Text: DOI
Duan, Zhen; Sun, Xian; Zhao, Shu; Chen, Jie; Zhang, Yanping; Tang, Jie Hierarchical community structure preserving approach for network embedding. (English) Zbl 1475.68239 Inf. Sci. 546, 1084-1096 (2021). MSC: 68R10 05C82 62H30 68T05 68T37 PDFBibTeX XMLCite \textit{Z. Duan} et al., Inf. Sci. 546, 1084--1096 (2021; Zbl 1475.68239) Full Text: DOI
Dornaika, F.; Baradaaji, A.; El Traboulsi, Y. Semi-supervised classification via simultaneous label and discriminant embedding estimation. (English) Zbl 1475.68267 Inf. Sci. 546, 146-165 (2021). MSC: 68T05 62H30 68T10 PDFBibTeX XMLCite \textit{F. Dornaika} et al., Inf. Sci. 546, 146--165 (2021; Zbl 1475.68267) Full Text: DOI
Chen, Jiyu; Guo, Yiwen; Zheng, Qianjun; Chen, Hao Protect privacy of deep classification networks by exploiting their generative power. (English) Zbl 07432816 Mach. Learn. 110, No. 4, 651-674 (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{J. Chen} et al., Mach. Learn. 110, No. 4, 651--674 (2021; Zbl 07432816) Full Text: DOI
Bej, Saptarshi; Davtyan, Narek; Wolfien, Markus; Nassar, Mariam; Wolkenhauer, Olaf LoRAS: an oversampling approach for imbalanced datasets. (English) Zbl 07432803 Mach. Learn. 110, No. 2, 279-301 (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{S. Bej} et al., Mach. Learn. 110, No. 2, 279--301 (2021; Zbl 07432803) Full Text: DOI arXiv
Nascimben, Mauro; Venturin, Manolo; Rimondini, Lia Double-stage discretization approaches for biomarker-based bladder cancer survival modeling. (English) Zbl 1475.92085 Commun. Appl. Ind. Math. 12, No. 1, 29-47 (2021). MSC: 92C50 62P10 68T05 PDFBibTeX XMLCite \textit{M. Nascimben} et al., Commun. Appl. Ind. Math. 12, No. 1, 29--47 (2021; Zbl 1475.92085) Full Text: DOI
Kharfan, Majd; Chan, Vicky Wing Kei; Firdolas Efendigil, Tugba A data-driven forecasting approach for newly launched seasonal products by leveraging machine-learning approaches. (English) Zbl 07422007 Ann. Oper. Res. 303, No. 1-2, 159-174 (2021). MSC: 68Txx 90Bxx 90Cxx PDFBibTeX XMLCite \textit{M. Kharfan} et al., Ann. Oper. Res. 303, No. 1--2, 159--174 (2021; Zbl 07422007) Full Text: DOI Link
Müller, Heimo; Holzinger, Andreas Kandinsky patterns. (English) Zbl 1520.68133 Artif. Intell. 300, Article ID 103546, 9 p. (2021). MSC: 68T01 68T05 68T10 PDFBibTeX XMLCite \textit{H. Müller} and \textit{A. Holzinger}, Artif. Intell. 300, Article ID 103546, 9 p. (2021; Zbl 1520.68133) Full Text: DOI arXiv
Jurewicz, Mateusz; Derczynski, Leon Set-to-sequence methods in machine learning: a review. (English) Zbl 1519.68219 J. Artif. Intell. Res. (JAIR) 71, 885-924 (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{M. Jurewicz} and \textit{L. Derczynski}, J. Artif. Intell. Res. (JAIR) 71, 885--924 (2021; Zbl 1519.68219) Full Text: DOI arXiv
Chang, Der-Chen; Frieder, Ophir; Hung, Chi-Feng; Yao, Hao-Ren The analysis from nonlinear distance metric to kernel-based prescription prediction system. (English) Zbl 1510.92092 J. Nonlinear Var. Anal. 5, No. 2, 179-199 (2021). MSC: 92C50 68T07 53C17 PDFBibTeX XMLCite \textit{D.-C. Chang} et al., J. Nonlinear Var. Anal. 5, No. 2, 179--199 (2021; Zbl 1510.92092) Full Text: DOI arXiv
Kileel, Joe; Moscovich, Amit; Zelesko, Nathan; Singer, Amit Manifold learning with arbitrary norms. (English) Zbl 07395100 J. Fourier Anal. Appl. 27, No. 5, Paper No. 82, 56 p. (2021). MSC: 68T05 53B50 62R30 PDFBibTeX XMLCite \textit{J. Kileel} et al., J. Fourier Anal. Appl. 27, No. 5, Paper No. 82, 56 p. (2021; Zbl 07395100) Full Text: DOI arXiv
Liao, Zihan; Liang, Wenxin; Cui, Beilei; Liu, Xin Structure-guided attributed network embedding with “centroid” enhancement. (English) Zbl 1481.68037 Computing 103, No. 8, 1599-1620 (2021). MSC: 68T05 62H30 68R10 PDFBibTeX XMLCite \textit{Z. Liao} et al., Computing 103, No. 8, 1599--1620 (2021; Zbl 1481.68037) Full Text: DOI
Kao, Yu-Wei; Chen, Hung-Hsuan Associated learning: decomposing end-to-end backpropagation based on autoencoders and target propagation. (English) Zbl 1520.68169 Neural Comput. 33, No. 1, 174-193 (2021). MSC: 68T07 PDFBibTeX XMLCite \textit{Y.-W. Kao} and \textit{H.-H. Chen}, Neural Comput. 33, No. 1, 174--193 (2021; Zbl 1520.68169) Full Text: DOI arXiv
Wang, Minjie; Allen, Genevera I. Integrative generalized convex clustering optimization and feature selection for mixed multi-view data. (English) Zbl 07370572 J. Mach. Learn. Res. 22, Paper No. 55, 73 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{M. Wang} and \textit{G. I. Allen}, J. Mach. Learn. Res. 22, Paper No. 55, 73 p. (2021; Zbl 07370572) Full Text: arXiv Link
Du, Xin; Sun, Lei; Duivesteijn, Wouter; Nikolaev, Alexander; Pechenizkiy, Mykola Adversarial balancing-based representation learning for causal effect inference with observational data. (English) Zbl 1473.68140 Data Min. Knowl. Discov. 35, No. 4, 1713-1738 (2021). MSC: 68T05 62D20 62P10 PDFBibTeX XMLCite \textit{X. Du} et al., Data Min. Knowl. Discov. 35, No. 4, 1713--1738 (2021; Zbl 1473.68140) Full Text: DOI arXiv
Moreo, Alejandro; Esuli, Andrea; Sebastiani, Fabrizio Word-class embeddings for multiclass text classification. (English) Zbl 1473.68195 Data Min. Knowl. Discov. 35, No. 3, 911-963 (2021). MSC: 68T50 62H30 68T07 PDFBibTeX XMLCite \textit{A. Moreo} et al., Data Min. Knowl. Discov. 35, No. 3, 911--963 (2021; Zbl 1473.68195) Full Text: DOI arXiv
Coimbra, Danilo B.; Martins, Rafael M.; Mota, Edson; Tiburtino, Tacito; Diamantino, Pedro; Peixoto, Maycon L. M. Analyzing the quality of local and global multidimensional projections using performance evaluation planning. (English) Zbl 1504.68196 Theor. Comput. Sci. 872, 41-54 (2021). MSC: 68T09 62H30 62K15 62R07 PDFBibTeX XMLCite \textit{D. B. Coimbra} et al., Theor. Comput. Sci. 872, 41--54 (2021; Zbl 1504.68196) Full Text: DOI
Han, Xinyu; Zhao, Yi; Small, Michael Revisiting the memory capacity in reservoir computing of directed acyclic network. (English) Zbl 1459.68061 Chaos 31, No. 3, 033106, 10 p. (2021). MSC: 68Q06 68T05 PDFBibTeX XMLCite \textit{X. Han} et al., Chaos 31, No. 3, 033106, 10 p. (2021; Zbl 1459.68061) Full Text: DOI
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 PDFBibTeX XMLCite \textit{H. Zhang} et al., Data Min. Knowl. Discov. 35, No. 2, 593--620 (2021; Zbl 1473.68182) Full Text: DOI arXiv
Burkart, Nadia; Huber, Marco F. A survey on the explainability of supervised machine learning. (English) Zbl 1497.68412 J. Artif. Intell. Res. (JAIR) 70, 245-317 (2021). MSC: 68T05 68-02 PDFBibTeX XMLCite \textit{N. Burkart} and \textit{M. F. Huber}, J. Artif. Intell. Res. (JAIR) 70, 245--317 (2021; Zbl 1497.68412) Full Text: DOI arXiv
Stanković, Ljubiša; Mandic, Danilo; Daković, Miloš; Brajović, Miloš; Scalzo, Bruno; Li, Shengxi; Constantinides, Anthony G. Data analytics on graphs. I: Graphs and spectra on graphs. (English) Zbl 1524.68338 Found. Trends Mach. Learn. 13, No. 1, 1-157 (2020). MSC: 68T09 05C50 68R10 68T05 68-02 PDFBibTeX XMLCite \textit{L. Stanković} et al., Found. Trends Mach. Learn. 13, No. 1, 1--157 (2020; Zbl 1524.68338) Full Text: DOI
Clum, Charles; Mixon, Dustin G.; Scarnati, Theresa Matching component analysis for transfer learning. (English) Zbl 1483.65094 SIAM J. Math. Data Sci. 2, No. 2, 309-334 (2020). MSC: 65K05 68T05 68T10 90C15 90C90 PDFBibTeX XMLCite \textit{C. Clum} et al., SIAM J. Math. Data Sci. 2, No. 2, 309--334 (2020; Zbl 1483.65094) Full Text: DOI arXiv
Hou, Mingliang; Ren, Jing; Zhang, Da; Kong, Xiangjie; Zhang, Dongyu; Xia, Feng Network embedding: taxonomies, frameworks and applications. (English) Zbl 1484.68163 Comput. Sci. Rev. 38, Article ID 100296, 19 p. (2020). MSC: 68R10 05C82 68T05 PDFBibTeX XMLCite \textit{M. Hou} et al., Comput. Sci. Rev. 38, Article ID 100296, 19 p. (2020; Zbl 1484.68163) Full Text: DOI