Biró, Tamás S.; Telcs, András; Józsa, Máté; Néda, Zoltán Gintropic scaling of scientometric indexes. (English) Zbl 07689661 Physica A 618, Article ID 128717, 11 p. (2023). MSC: 82-XX PDF BibTeX XML Cite \textit{T. S. Biró} et al., Physica A 618, Article ID 128717, 11 p. (2023; Zbl 07689661) Full Text: DOI arXiv OpenURL
Tomal, Jabed H.; Welch, William J.; Zamar, Ruben H. Robust ranking by ensembling of diverse models and assessment metrics. (English) Zbl 07677406 J. Stat. Comput. Simulation 93, No. 1, 77-102 (2023). MSC: 62-XX PDF BibTeX XML Cite \textit{J. H. Tomal} et al., J. Stat. Comput. Simulation 93, No. 1, 77--102 (2023; Zbl 07677406) Full Text: DOI OpenURL
Yang, Yang; Deng, Ke Generalized theme dictionary models for association pattern discovery. (English) Zbl 07656976 Ann. Appl. Stat. 17, No. 1, 269-293 (2023). MSC: 62Pxx PDF BibTeX XML Cite \textit{Y. Yang} and \textit{K. Deng}, Ann. Appl. Stat. 17, No. 1, 269--293 (2023; Zbl 07656976) Full Text: DOI OpenURL
Mihelčić, Matej; Kurdija, Adrian Satja On the complexity of redescription mining. (English) Zbl 07646896 Theor. Comput. Sci. 944, Article ID 113673, 12 p. (2023). MSC: 68Qxx PDF BibTeX XML Cite \textit{M. Mihelčić} and \textit{A. S. Kurdija}, Theor. Comput. Sci. 944, Article ID 113673, 12 p. (2023; Zbl 07646896) Full Text: DOI OpenURL
LaRock, Timothy; Scholtes, Ingo; Eliassi-Rad, Tina Sequential motifs in observed walks. (English) Zbl 07661962 J. Complex Netw. 10, No. 5, Article ID cnac036, 27 p. (2022). MSC: 05C81 68T05 PDF BibTeX XML Cite \textit{T. LaRock} et al., J. Complex Netw. 10, No. 5, Article ID cnac036, 27 p. (2022; Zbl 07661962) Full Text: DOI arXiv OpenURL
Casales-Garcia, V.; Falomir, Z.; Museros, Ll.; Sanz, I.; Gonzalez-Abril, L. A study on how food colour may determine the categorization of a dish: predicting meal appeal from colour combinations. (English) Zbl 1504.62177 Int. J. Uncertain. Fuzziness Knowl.-Based Syst. 30, Suppl. 2, 293-308 (2022). MSC: 62P15 62D05 PDF BibTeX XML Cite \textit{V. Casales-Garcia} et al., Int. J. Uncertain. Fuzziness Knowl.-Based Syst. 30, 293--308 (2022; Zbl 1504.62177) Full Text: DOI OpenURL
Lin, Ming-Yen; Fu, Cheng-Tai; Hsueh, Sue-Chen Interactive mining of probabilistic frequent patterns in uncertain databases. (English) Zbl 1504.68055 Int. J. Uncertain. Fuzziness Knowl.-Based Syst. 30, No. 2, 263-283 (2022). MSC: 68P15 68T05 68T37 PDF BibTeX XML Cite \textit{M.-Y. Lin} et al., Int. J. Uncertain. Fuzziness Knowl.-Based Syst. 30, No. 2, 263--283 (2022; Zbl 1504.68055) Full Text: DOI OpenURL
Chou, Wen-Chin; Yang, Chun-Chi; Lu, Chi-Jie Prediction of dynamic job performance in human resource management using a hybrid data mining scheme – a case of the fast fashion industry. (English) Zbl 1505.90078 Int. J. Inf. Manage. Sci. 33, No. 4, 333-352 (2022). MSC: 90B70 PDF BibTeX XML Cite \textit{W.-C. Chou} et al., Int. J. Inf. Manage. Sci. 33, No. 4, 333--352 (2022; Zbl 1505.90078) Full Text: DOI OpenURL
Luque-Rodriguez, Maria; Molina-Baena, Jose; Jimenez-Vilchez, Alfonso; Arauzo-Azofra, Antonio Initialization of feature selection search for classification. (English) Zbl 1502.68260 J. Artif. Intell. Res. (JAIR) 75, 953-983 (2022). MSC: 68T05 68T20 68W50 PDF BibTeX XML Cite \textit{M. Luque-Rodriguez} et al., J. Artif. Intell. Res. (JAIR) 75, 953--983 (2022; Zbl 1502.68260) Full Text: DOI OpenURL
Abedin, Mohammad Zoynul; Hassan, M. Kabir; Khan, Imran; Julio, Ivan F. Feature transformation for corporate tax default prediction: application of machine learning approaches. (English) Zbl 07633340 Asia-Pac. J. Oper. Res. 39, No. 4, Article ID 2140017, 26 p. (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{M. Z. Abedin} et al., Asia-Pac. J. Oper. Res. 39, No. 4, Article ID 2140017, 26 p. (2022; Zbl 07633340) Full Text: DOI OpenURL
Egurnov, Dmitry; Ignatov, Dmitry I.; Tochilkin, Dmitry Triclustering in big data setting. (English) Zbl 07631923 Missaoui, Rokia (ed.) et al., Complex data analytics with formal concept analysis. Cham: Springer. 239-258 (2022). MSC: 68T09 68T30 PDF BibTeX XML Cite \textit{D. Egurnov} et al., in: Complex data analytics with formal concept analysis. Cham: Springer. 239--258 (2022; Zbl 07631923) Full Text: DOI arXiv OpenURL
Fukushima, Shintaro; Kanai, Ryoga; Yamanishi, Kenji Graph summarization with latent variable probabilistic models. (English) Zbl 07616732 Benito, Rosa Maria (ed.) et al., Complex networks & their applications X. Volume 2. Proceedings of the 10th international conference, COMPLEX NETWORKS 2021, Madrid, Spain, November 30 – December 2, 2021. Cham: Springer. Stud. Comput. Intell. 1016, 428-440 (2022). MSC: 68-XX PDF BibTeX XML Cite \textit{S. Fukushima} et al., Stud. Comput. Intell. 1016, 428--440 (2022; Zbl 07616732) Full Text: DOI OpenURL
Galbrun, Esther The minimum description length principle for pattern mining: a survey. (English) Zbl 07616010 Data Min. Knowl. Discov. 36, No. 5, 1679-1727 (2022). MSC: 68T09 68P30 68T10 68-02 PDF BibTeX XML Cite \textit{E. Galbrun}, Data Min. Knowl. Discov. 36, No. 5, 1679--1727 (2022; Zbl 07616010) Full Text: DOI arXiv OpenURL
Singh, Sudhanshu; Verma, Rakesh; Koul, Saroj A data-driven approach to shared decision-making in a healthcare environment. (English) Zbl 07603419 Opsearch 59, No. 2, 732-746 (2022). MSC: 90Bxx PDF BibTeX XML Cite \textit{S. Singh} et al., Opsearch 59, No. 2, 732--746 (2022; Zbl 07603419) Full Text: DOI OpenURL
Wang, Huaduo; Shakerin, Farhad; Gupta, Gopal FOLD-RM: A scalable, efficient, and explainable inductive learning algorithm for multi-category classification of mixed data. (English) Zbl 07595332 Theory Pract. Log. Program. 22, No. 5, 658-677 (2022). MSC: 68N17 PDF BibTeX XML Cite \textit{H. Wang} et al., Theory Pract. Log. Program. 22, No. 5, 658--677 (2022; Zbl 07595332) Full Text: DOI arXiv OpenURL
Krishnamoorthy, Srikumar A two-stage integer programming model considering transaction equivalence for privacy preservation. (English) Zbl 07593231 Comput. Oper. Res. 148, Article ID 105997, 14 p. (2022). MSC: 90Bxx PDF BibTeX XML Cite \textit{S. Krishnamoorthy}, Comput. Oper. Res. 148, Article ID 105997, 14 p. (2022; Zbl 07593231) Full Text: DOI OpenURL
Hupman, Andrea C. Cutoff threshold decisions for classification algorithms with risk aversion. (English) Zbl 07592221 Decis. Anal. 19, No. 1, 63-78 (2022). MSC: 91-XX PDF BibTeX XML Cite \textit{A. C. Hupman}, Decis. Anal. 19, No. 1, 63--78 (2022; Zbl 07592221) Full Text: DOI OpenURL
Jenkins, Steedman; Walzer-Goldfeld, Stefan; Riondato, Matteo SPEck: mining statistically-significant sequential patterns efficiently with exact sampling. (English) Zbl 1507.68287 Data Min. Knowl. Discov. 36, No. 4, 1575-1599 (2022). MSC: 68T10 62D05 62R07 PDF BibTeX XML Cite \textit{S. Jenkins} et al., Data Min. Knowl. Discov. 36, No. 4, 1575--1599 (2022; Zbl 1507.68287) Full Text: DOI OpenURL
Hsu, Ming-Fu; Hsin, Ying-Shao; Shiue, Fu-Jiing Business analytics for corporate risk management and performance improvement. (English) Zbl 1497.90109 Ann. Oper. Res. 315, No. 2, 629-669 (2022). MSC: 90B50 90C05 91B38 90C90 PDF BibTeX XML Cite \textit{M.-F. Hsu} et al., Ann. Oper. Res. 315, No. 2, 629--669 (2022; Zbl 1497.90109) Full Text: DOI OpenURL
Wang, Huaduo; Gupta, Gopal FOLD-R++: a scalable toolset for automated inductive learning of default theories from mixed data. (English) Zbl 07570123 Hanus, Michael (ed.) et al., Functional and logic programming. 16th international symposium, FLOPS 2022, Kyoto, Japan, May 10–12, 2022. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 13215, 224-242 (2022). MSC: 68N17 68N18 PDF BibTeX XML Cite \textit{H. Wang} and \textit{G. Gupta}, Lect. Notes Comput. Sci. 13215, 224--242 (2022; Zbl 07570123) Full Text: DOI arXiv OpenURL
Sukanya, N. S.; Thangaiah, P. Ranjit Jeba An integrated cuckoo search-genetic algorithm for mining frequent itemsets. (English) Zbl 1496.68281 J. Discrete Math. Sci. Cryptography 25, No. 3, 671-690 (2022). MSC: 68T05 68T20 68W50 PDF BibTeX XML Cite \textit{N. S. Sukanya} and \textit{P. R. J. Thangaiah}, J. Discrete Math. Sci. Cryptography 25, No. 3, 671--690 (2022; Zbl 1496.68281) Full Text: DOI OpenURL
Chai, Christine P. Word distinctivity – quantifying improvement of topic modeling results from \(n\)-gramming. (English) Zbl 1491.62278 REVSTAT 20, No. 2, 199-220 (2022). MSC: 62P99 62C10 68U15 PDF BibTeX XML Cite \textit{C. P. Chai}, REVSTAT 20, No. 2, 199--220 (2022; Zbl 1491.62278) Full Text: DOI OpenURL
Collins, David; Lu, Yan A stratified reservoir sampling algorithm in streams and large datasets. (English) Zbl 07545834 Commun. Stat., Simulation Comput. 51, No. 4, 1767-1782 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{D. Collins} and \textit{Y. Lu}, Commun. Stat., Simulation Comput. 51, No. 4, 1767--1782 (2022; Zbl 07545834) Full Text: DOI OpenURL
Angelico, Cristina; Marcucci, Juri; Miccoli, Marcello; Quarta, Filippo Can we measure inflation expectations using Twitter? (English) Zbl 07538780 J. Econom. 228, No. 2, 259-277 (2022). MSC: 62-XX 91-XX PDF BibTeX XML Cite \textit{C. Angelico} et al., J. Econom. 228, No. 2, 259--277 (2022; Zbl 07538780) Full Text: DOI OpenURL
Makhalova, Tatiana; Buzmakov, Aleksey; Kuznetsov, Sergei O.; Napoli, Amedeo Introducing the closure structure and the GDPM algorithm for mining and understanding a tabular dataset. (English) Zbl 07537326 Int. J. Approx. Reasoning 145, 75-90 (2022). MSC: 68T37 PDF BibTeX XML Cite \textit{T. Makhalova} et al., Int. J. Approx. Reasoning 145, 75--90 (2022; Zbl 07537326) Full Text: DOI OpenURL
Krzyśko, Mirosław; Smaga, Łukasz; Kokoszka, Piotr Marginal distance and Hilbert-Schmidt covariances-based independence tests for multivariate functional data. (English) Zbl 07527553 J. Artif. Intell. Res. (JAIR) 73, 1355-1384 (2022). MSC: 68Txx PDF BibTeX XML Cite \textit{M. Krzyśko} et al., J. Artif. Intell. Res. (JAIR) 73, 1355--1384 (2022; Zbl 07527553) Full Text: DOI OpenURL
Javed, Rana Tallal; Nasir, Osama; Borit, Melania; Vanhée, Loïs; Zea, Elias; Gupta, Shivam; Vinuesa, Ricardo; Qadir, Junaid Get out of the BAG! Silos in AI ethics education: unsupervised topic modeling analysis of global AI curricula. (English) Zbl 07527544 J. Artif. Intell. Res. (JAIR) 73, 933-965 (2022). MSC: 68Txx PDF BibTeX XML Cite \textit{R. T. Javed} et al., J. Artif. Intell. Res. (JAIR) 73, 933--965 (2022; Zbl 07527544) Full Text: DOI OpenURL
Steenwinckel, Bram; Vandewiele, Gilles; Weyns, Michael; Agozzino, Terencio; Turck, Filip De; Ongenae, Femke INK: knowledge graph embeddings for node classification. (English) Zbl 1494.68244 Data Min. Knowl. Discov. 36, No. 2, 620-667 (2022). MSC: 68T07 68T30 PDF BibTeX XML Cite \textit{B. Steenwinckel} et al., Data Min. Knowl. Discov. 36, No. 2, 620--667 (2022; Zbl 1494.68244) Full Text: DOI OpenURL
Wang, Jiangong; Zheng, Lin; Alsulami, Hamed; Chen, Jie Modeling and analysis of the book borrowing of students in the library using partial differential equations. (English) Zbl 07507554 Fractals 30, No. 2, Article ID 2240070, 11 p. (2022). MSC: 68-XX 62-XX PDF BibTeX XML Cite \textit{J. Wang} et al., Fractals 30, No. 2, Article ID 2240070, 11 p. (2022; Zbl 07507554) Full Text: DOI OpenURL
Wu, Shaofei; Sharaf, Sanaa; Xu, Wei User-oriented intelligence mining under the existence of solutions to integral boundary value problems for fuzzy partial fractional differential equations. (English) Zbl 1495.34004 Fractals 30, No. 2, Article ID 2240063, 11 p. (2022). MSC: 34A07 34A08 34B10 94A16 PDF BibTeX XML Cite \textit{S. Wu} et al., Fractals 30, No. 2, Article ID 2240063, 11 p. (2022; Zbl 1495.34004) Full Text: DOI OpenURL
Sano, Takashi A noniterative solution to the inverse Ising problem using a convex upper bound on the partition function. (English) Zbl 07499325 J. Stat. Mech. Theory Exp. 2022, No. 2, Article ID 023406, 16 p. (2022). MSC: 82-XX PDF BibTeX XML Cite \textit{T. Sano}, J. Stat. Mech. Theory Exp. 2022, No. 2, Article ID 023406, 16 p. (2022; Zbl 07499325) Full Text: DOI OpenURL
Schouten, Rianne M.; Bueno, Marcos L. P.; Duivesteijn, Wouter; Pechenizkiy, Mykola Mining sequences with exceptional transition behaviour of varying order using quality measures based on information-theoretic scoring functions. (English) Zbl 07498465 Data Min. Knowl. Discov. 36, No. 1, 379-413 (2022). MSC: 62M05 62P10 PDF BibTeX XML Cite \textit{R. M. Schouten} et al., Data Min. Knowl. Discov. 36, No. 1, 379--413 (2022; Zbl 07498465) Full Text: DOI OpenURL
Makhalova, Tatiana; Kuznetsov, Sergei O.; Napoli, Amedeo Mint: MDL-based approach for mining interesting numerical pattern sets. (English) Zbl 1494.68223 Data Min. Knowl. Discov. 36, No. 1, 108-145 (2022). MSC: 68T05 68T09 68T10 PDF BibTeX XML Cite \textit{T. Makhalova} et al., Data Min. Knowl. Discov. 36, No. 1, 108--145 (2022; Zbl 1494.68223) Full Text: DOI arXiv OpenURL
Liu, Weiyi; Yue, Kun; Li, Jianyu; Li, Jie; Li, Jin; Zhang, Zhijian Inferring range of information diffusion based on historical frequent items. (English) Zbl 1494.62029 Data Min. Knowl. Discov. 36, No. 1, 82-107 (2022). MSC: 62R40 62H22 91D30 PDF BibTeX XML Cite \textit{W. Liu} et al., Data Min. Knowl. Discov. 36, No. 1, 82--107 (2022; Zbl 1494.62029) Full Text: DOI OpenURL
Lin, Yi-Kuei; Chen, Shin-Guang Reliability evaluation in terms of flow data mining for multistate networks. (English) Zbl 1485.90031 Ann. Oper. Res. 311, No. 1, 225-237 (2022). MSC: 90B25 90B15 90B10 90C35 PDF BibTeX XML Cite \textit{Y.-K. Lin} and \textit{S.-G. Chen}, Ann. Oper. Res. 311, No. 1, 225--237 (2022; Zbl 1485.90031) Full Text: DOI OpenURL
Sinnl, Markus Exact and heuristic algorithms for the maximum weighted submatrix coverage problem. (English) Zbl 1490.90257 Eur. J. Oper. Res. 298, No. 3, 821-833 (2022). MSC: 90C27 90C10 90C57 90C59 PDF BibTeX XML Cite \textit{M. Sinnl}, Eur. J. Oper. Res. 298, No. 3, 821--833 (2022; Zbl 1490.90257) Full Text: DOI OpenURL
Verma, Parag; Dumka, Ankur; Ashok, Alaknanda; Dumka, Amit; Bhardwaj, Anuj COVID-19. Origin, detection and impact analysis using artificial intelligence computational techniques. (English) Zbl 1475.92004 Boca Raton, FL: CRC Press (ISBN 978-0-367-67466-3/hbk; 978-0-367-67468-7/pbk; 978-1-003-13141-0/ebook). xviii, 510 p. (2022). Reviewer: Yilun Shang (Newcastle) MSC: 92-02 92D30 92C60 92D20 68T05 PDF BibTeX XML Cite \textit{P. Verma} et al., COVID-19. Origin, detection and impact analysis using artificial intelligence computational techniques. Boca Raton, FL: CRC Press (2022; Zbl 1475.92004) Full Text: DOI OpenURL
Mihai, Dana New approaches to processing GIS Data using Artificial Neural Networks models. (English) Zbl 07674976 An. Univ. Craiova, Ser. Mat. Inf. 48, No. 2, 358-373 (2021). MSC: 60J05 60J20 PDF BibTeX XML Cite \textit{D. Mihai}, An. Univ. Craiova, Ser. Mat. Inf. 48, No. 2, 358--373 (2021; Zbl 07674976) Full Text: DOI OpenURL
Owuor, Dickson Odhiambo; Laurent, Anne; Orero, Joseph Onderi Mining fuzzy temporal gradual emerging patterns. (English) Zbl 1503.68250 Int. J. Uncertain. Fuzziness Knowl.-Based Syst. 29, No. 5, 655-676 (2021). MSC: 68T10 68W50 90C59 PDF BibTeX XML Cite \textit{D. O. Owuor} et al., Int. J. Uncertain. Fuzziness Knowl.-Based Syst. 29, No. 5, 655--676 (2021; Zbl 1503.68250) Full Text: DOI OpenURL
Wang, Meijiao; Chen, Yu; Wu, Yunyun; He, Libo Spatial co-location pattern mining based on the improved density peak clustering and the fuzzy neighbor relationship. (English) Zbl 07611027 Math. Biosci. Eng. 18, No. 6, 8223-8244 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{M. Wang} et al., Math. Biosci. Eng. 18, No. 6, 8223--8244 (2021; Zbl 07611027) Full Text: DOI OpenURL
Qiu, Zirou; Shaydulin, Ruslan; Liu, Xiaoyuan; Alexeev, Yuri; Henry, Christopher S.; Safro, Ilya ELRUNA: elimination rule-based network alignment. (English) Zbl 1499.68286 ACM J. Exp. Algorithm. 26, Paper No. 1.7, 32 p. (2021). MSC: 68R10 68W05 68W40 PDF BibTeX XML Cite \textit{Z. Qiu} et al., ACM J. Exp. Algorithm. 26, Paper No. 1.7, 32 p. (2021; Zbl 1499.68286) Full Text: DOI arXiv OpenURL
Nunez-del-Prado, Miguel; Salas, Julián; Alatrista-Salas, Hugo; Maehara-Aliaga, Yoshitomi; Megías, David Are sequential patterns shareable? Ensuring individuals’ privacy. (English) Zbl 1495.68054 Torra, Vicenç (ed.) et al., Modeling decisions for artificial intelligence. 18th international conference, MDAI 2021, Umeå, Sweden, September 27–30, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12898, 28-39 (2021). MSC: 68P27 PDF BibTeX XML Cite \textit{M. Nunez-del-Prado} et al., Lect. Notes Comput. Sci. 12898, 28--39 (2021; Zbl 1495.68054) Full Text: DOI OpenURL
Clark, Patrick G.; Grzymala-Busse, Jerzy W.; Hippe, Zdzislaw S.; Mroczek, Teresa Mining incomplete data using global and saturated probabilistic approximations based on characteristic sets and maximal consistent blocks. (English) Zbl 1495.68192 Ramanna, Sheela (ed.) et al., Rough sets. International joint conference, IJCRS 2021, Bratislava, Slovakia, September 19–24, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12872, 3-17 (2021). MSC: 68T05 68T37 PDF BibTeX XML Cite \textit{P. G. Clark} et al., Lect. Notes Comput. Sci. 12872, 3--17 (2021; Zbl 1495.68192) Full Text: DOI OpenURL
Silahtaroğlu, Gökhan; Yılmaztürk, Nevin Data analysis in health and big data: a machine learning medical diagnosis model based on patients’ complaints. (English) Zbl 07530921 Commun. Stat., Theory Methods 50, No. 7, 1547-1556 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{G. Silahtaroğlu} and \textit{N. Yılmaztürk}, Commun. Stat., Theory Methods 50, No. 7, 1547--1556 (2021; Zbl 07530921) Full Text: DOI OpenURL
Gillet, Annabelle; Leclercq, Éric; Cullot, Nadine MuLOT: multi-level optimization of the canonical polyadic tensor decomposition at large-scale. (English) Zbl 1495.68193 Bellatreche, Ladjel (ed.) et al., Advances in databases and information systems. 25th European conference, ADBIS 2021, Tartu, Estonia, August 24–26, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12843, 198-212 (2021). MSC: 68T05 15A69 65F20 68P05 PDF BibTeX XML Cite \textit{A. Gillet} et al., Lect. Notes Comput. Sci. 12843, 198--212 (2021; Zbl 1495.68193) Full Text: DOI HAL OpenURL
Kulczycki, Piotr; Franus, Krystian Methodically unified procedures for a conditional approach to outlier detection, clustering, and classification. (English) Zbl 1484.62078 Inf. Sci. 560, 504-527 (2021). MSC: 62H30 PDF BibTeX XML Cite \textit{P. Kulczycki} and \textit{K. Franus}, Inf. Sci. 560, 504--527 (2021; Zbl 1484.62078) Full Text: DOI OpenURL
Yang, Kai; Lu, Jie; Wan, Wanggen; Zhang, Guangquan Multi-source transfer regression via source-target pairwise segment. (English) Zbl 1484.68200 Inf. Sci. 556, 389-403 (2021). MSC: 68T05 62J99 PDF BibTeX XML Cite \textit{K. Yang} et al., Inf. Sci. 556, 389--403 (2021; Zbl 1484.68200) Full Text: DOI OpenURL
Courtain, Sylvain; Leleux, Pierre; Kivimäki, Ilkka; Guex, Guillaume; Saerens, Marco Randomized shortest paths with net flows and capacity constraints. (English) Zbl 1484.68157 Inf. Sci. 556, 341-360 (2021). MSC: 68R10 05C21 05C82 68T09 90B15 90C35 PDF BibTeX XML Cite \textit{S. Courtain} et al., Inf. Sci. 556, 341--360 (2021; Zbl 1484.68157) Full Text: DOI arXiv OpenURL
Shabtay, Lior; Fournier-Viger, Philippe; Yaari, Rami; Dattner, Itai A guided FP-growth algorithm for mining multitude-targeted item-sets and class association rules in imbalanced data. (English) Zbl 1483.68317 Inf. Sci. 553, 353-375 (2021). MSC: 68T05 68T10 PDF BibTeX XML Cite \textit{L. Shabtay} et al., Inf. Sci. 553, 353--375 (2021; Zbl 1483.68317) Full Text: DOI OpenURL
van der Aalst, Wil M. P. Concurrency and objects matter! Disentangling the fabric of real operational processes to create digital twins. (English) Zbl 07500634 Cerone, Antonio (ed.) et al., Theoretical aspects of computing – ICTAC 2021. 18th international colloquium, virtual event, Nur-Sultan, Kazakhstan, September 8–10, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12819, 3-17 (2021). MSC: 68Qxx PDF BibTeX XML Cite \textit{W. M. P. van der Aalst}, Lect. Notes Comput. Sci. 12819, 3--17 (2021; Zbl 07500634) Full Text: DOI OpenURL
da Silva, Natalia; Cook, Dianne; Lee, Eun-Kyung A projection pursuit forest algorithm for supervised classification. (English) Zbl 07499944 J. Comput. Graph. Stat. 30, No. 4, 1168-1180 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{N. da Silva} et al., J. Comput. Graph. Stat. 30, No. 4, 1168--1180 (2021; Zbl 07499944) Full Text: DOI arXiv OpenURL
Jain, Praphula Kumar; Quamer, Waris; Pamula, Rajendra Sports result prediction using data mining techniques in comparison with base line model. (English) Zbl 07497909 Opsearch 58, No. 1, 54-70 (2021). MSC: 90Bxx PDF BibTeX XML Cite \textit{P. K. Jain} et al., Opsearch 58, No. 1, 54--70 (2021; Zbl 07497909) Full Text: DOI OpenURL
Nekkache, Ikram; Jabbour, Said; Sais, Lakhdar; Kamel, Nadjet Towards a compact SAT-based encoding of itemset mining tasks. (English) Zbl 07493628 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, 163-178 (2021). MSC: 68T20 90C27 PDF BibTeX XML Cite \textit{I. Nekkache} et al., Lect. Notes Comput. Sci. 12735, 163--178 (2021; Zbl 07493628) Full Text: DOI OpenURL
Pięta, Piotr; Szmuc, Tomasz Applications of rough sets in big data analysis: an overview. (English) Zbl 07490729 Int. J. Appl. Math. Comput. Sci. 31, No. 4, 659-683 (2021). MSC: 68Txx 62Hxx 68Uxx PDF BibTeX XML Cite \textit{P. Pięta} and \textit{T. Szmuc}, Int. J. Appl. Math. Comput. Sci. 31, No. 4, 659--683 (2021; Zbl 07490729) Full Text: DOI OpenURL
De Handschutter, Pierre; Gillis, Nicolas; Siebert, Xavier A survey on deep matrix factorizations. (English) Zbl 1486.68147 Comput. Sci. Rev. 42, Article ID 100423, 18 p. (2021). MSC: 68T05 15A23 68T07 68-02 PDF BibTeX XML Cite \textit{P. De Handschutter} et al., Comput. Sci. Rev. 42, Article ID 100423, 18 p. (2021; Zbl 1486.68147) Full Text: DOI arXiv OpenURL
Moslehi, Fateme; Haeri, Abdorrahman A novel feature selection approach based on clustering algorithm. (English) Zbl 07480649 J. Stat. Comput. Simulation 91, No. 3, 581-604 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{F. Moslehi} and \textit{A. Haeri}, J. Stat. Comput. Simulation 91, No. 3, 581--604 (2021; Zbl 07480649) Full Text: DOI OpenURL
Kumar, Mukesh; Kumar, Sushil; Kashyap, Panjak Kumar Towards data mining in IoT cloud computing networks: collaborative filtering based recommended system. (English) Zbl 07477591 J. Discrete Math. Sci. Cryptography 24, No. 5, 1309-1326 (2021). MSC: 68Mxx 68Txx PDF BibTeX XML Cite \textit{M. Kumar} et al., J. Discrete Math. Sci. Cryptography 24, No. 5, 1309--1326 (2021; Zbl 07477591) Full Text: DOI OpenURL
Wu, Xiuguo An optimised FP-growth algorithm using Mapreduce paradigms. (English) Zbl 07472351 J. Nonlinear Convex Anal. 22, No. 10, 2127-2137 (2021). MSC: 68-XX 62-XX PDF BibTeX XML Cite \textit{X. Wu}, J. Nonlinear Convex Anal. 22, No. 10, 2127--2137 (2021; Zbl 07472351) Full Text: Link OpenURL
Wu, Jue; Yang, Lei; Yang, Fu Jun; Zhang, Pei Hong; Liu, Haohuai; Bai, Ke Qiang Privacy-preserving regression algorithm based on proximal support vector machine. (English) Zbl 07472350 J. Nonlinear Convex Anal. 22, No. 10, 2117-2125 (2021). MSC: 68W99 PDF BibTeX XML Cite \textit{J. Wu} et al., J. Nonlinear Convex Anal. 22, No. 10, 2117--2125 (2021; Zbl 07472350) Full Text: Link 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
Freeman, Cynthia; Merriman, Jonathan; Beaver, Ian; Mueen, Abdullah Experimental comparison and survey of twelve time series anomaly detection algorithms. (English) Zbl 07470367 J. Artif. Intell. Res. (JAIR) 72, 849-899 (2021). MSC: 68Txx PDF BibTeX XML Cite \textit{C. Freeman} et al., J. Artif. Intell. Res. (JAIR) 72, 849--899 (2021; Zbl 07470367) Full Text: DOI OpenURL
Tsumoto, Shusaku; Hirano, Shoji; Kimura, Tomohiro; Iwata, Haruko Mining clinical process from hospital information system: a granular computing approach. (English) Zbl 07467829 Fundam. Inform. 182, No. 2, 181-218 (2021). MSC: 68-XX 68-XX PDF BibTeX XML Cite \textit{S. Tsumoto} et al., Fundam. Inform. 182, No. 2, 181--218 (2021; Zbl 07467829) Full Text: DOI OpenURL
Krawczyk, Bartosz Tensor decision trees for continual learning from drifting data streams. (English) Zbl 07465773 Mach. Learn. 110, No. 11-12, 3015-3035 (2021). MSC: 68T05 PDF BibTeX XML Cite \textit{B. Krawczyk}, Mach. Learn. 110, No. 11--12, 3015--3035 (2021; Zbl 07465773) Full Text: DOI OpenURL
Yoshida, Tomoki; Takeuchi, Ichiro; Karasuyama, Masayuki Distance metric learning for graph structured data. (English) Zbl 07465655 Mach. Learn. 110, No. 7, 1765-1811 (2021). MSC: 68T05 PDF BibTeX XML Cite \textit{T. Yoshida} et al., Mach. Learn. 110, No. 7, 1765--1811 (2021; Zbl 07465655) Full Text: DOI arXiv OpenURL
Lobo, Jesus L.; Del Ser, Javier; Osaba, Eneko; Bifet, Albert; Herrera, Francisco CURIE: a cellular automaton for concept drift detection. (English) Zbl 1485.68223 Data Min. Knowl. Discov. 35, No. 6, 2655-2678 (2021). MSC: 68T05 68Q80 PDF BibTeX XML Cite \textit{J. L. Lobo} et al., Data Min. Knowl. Discov. 35, No. 6, 2655--2678 (2021; Zbl 1485.68223) Full Text: DOI arXiv Link OpenURL
Ting, Kai Ming; Wells, Jonathan R.; Washio, Takashi Isolation kernel: the X factor in efficient and effective large scale online kernel learning. (English) Zbl 1485.68227 Data Min. Knowl. Discov. 35, No. 6, 2282-2312 (2021). MSC: 68T05 PDF BibTeX XML Cite \textit{K. M. Ting} et al., Data Min. Knowl. Discov. 35, No. 6, 2282--2312 (2021; Zbl 1485.68227) Full Text: DOI arXiv OpenURL
Lu, Yanling; Wei, Jingshan; Zhao, Yumeng; Zhou, Junfen; Li, Jingwen; Jiang, Jianwu Research on cluster analysis of spatio-temporal trajectory data for extracting hot spots. (Chinese. English summary) Zbl 1488.62086 Math. Pract. Theory 51, No. 13, 129-138 (2021). MSC: 62H30 62R07 PDF BibTeX XML Cite \textit{Y. Lu} et al., Math. Pract. Theory 51, No. 13, 129--138 (2021; Zbl 1488.62086) OpenURL
Li, Hailin Time works well: dynamic time warping based on time weighting for time series data mining. (English) Zbl 1479.62075 Inf. Sci. 547, 592-608 (2021). MSC: 62M10 91B84 62P05 PDF BibTeX XML Cite \textit{H. Li}, Inf. Sci. 547, 592--608 (2021; Zbl 1479.62075) Full Text: DOI OpenURL
Mukhachev, P. A.; Sadretdinov, T. R.; Pritykin, D. A.; Ivanov, A. B.; Solov’ev, S. V. Modern machine learning methods for telemetry-based spacecraft health monitoring. (English. Russian original) Zbl 07434172 Autom. Remote Control 82, No. 8, 1293-1320 (2021); translation from Avtom. Telemekh. 2021, No. 8, 3-38 (2021). MSC: 68-XX 62-XX PDF BibTeX XML Cite \textit{P. A. Mukhachev} et al., Autom. Remote Control 82, No. 8, 1293--1320 (2021; Zbl 07434172); translation from Avtom. Telemekh. 2021, No. 8, 3--38 (2021) Full Text: DOI OpenURL
Nyman, Rickard; Kapadia, Sujit; Tuckett, David News and narratives in financial systems: exploiting big data for systemic risk assessment. (English) Zbl 1475.91390 J. Econ. Dyn. Control 127, Article ID 104119, 28 p. (2021). MSC: 91G45 62R07 PDF BibTeX XML Cite \textit{R. Nyman} et al., J. Econ. Dyn. Control 127, Article ID 104119, 28 p. (2021; Zbl 1475.91390) Full Text: DOI OpenURL
Tsarev, Aleksandr; Kukharev, Andrei Classes of monoids with applications: formations of languages and multiply local formations of finite groups. (English) Zbl 07424481 Rend. Circ. Mat. Palermo (2) 70, No. 3, 1257-1268 (2021). MSC: 20F17 20D10 PDF BibTeX XML Cite \textit{A. Tsarev} and \textit{A. Kukharev}, Rend. Circ. Mat. Palermo (2) 70, No. 3, 1257--1268 (2021; Zbl 07424481) Full Text: DOI OpenURL
Tavakkol, Behnam; Jeong, Myong K.; Albin, Susan L. Validity indices for clusters of uncertain data objects. (English) Zbl 07422014 Ann. Oper. Res. 303, No. 1-2, 321-357 (2021). MSC: 68Txx 94Axx 62Hxx PDF BibTeX XML Cite \textit{B. Tavakkol} et al., Ann. Oper. Res. 303, No. 1--2, 321--357 (2021; Zbl 07422014) Full Text: DOI OpenURL
Zheng, Kai; Li, Yuying; Xu, Weidong Regime switching model estimation: spectral clustering hidden Markov model. (English) Zbl 1476.62172 Ann. Oper. Res. 303, No. 1-2, 297-319 (2021). MSC: 62M02 62M05 62P05 60J60 91G10 PDF BibTeX XML Cite \textit{K. Zheng} et al., Ann. Oper. Res. 303, No. 1--2, 297--319 (2021; Zbl 1476.62172) Full Text: DOI OpenURL
Guerard, John B. Jr.; Xu, Ganlin; Markowitz, Harry A further analysis of robust regression modeling and data mining corrections testing in global stocks. (English) Zbl 1477.62183 Ann. Oper. Res. 303, No. 1-2, 175-195 (2021). MSC: 62J07 62F35 62P20 PDF BibTeX XML Cite \textit{J. B. Jr. Guerard} et al., Ann. Oper. Res. 303, No. 1--2, 175--195 (2021; Zbl 1477.62183) Full Text: DOI OpenURL
Neubarth, Kerstin; Conklin, Darrell Modelling pattern interestingness in comparative music corpus analysis. (English) Zbl 1473.00020 J. Math. Music 15, No. 2, 154-167 (2021). MSC: 00A65 68T10 PDF BibTeX XML Cite \textit{K. Neubarth} and \textit{D. Conklin}, J. Math. Music 15, No. 2, 154--167 (2021; Zbl 1473.00020) Full Text: DOI OpenURL
Li, Yusha; Sepúlveda, Exequiel; Xu, Chaoshui; Dowd, Peter A rapid updating method to predict grade heterogeneity at smaller scales. (English) Zbl 1472.86014 Math. Geosci. 53, No. 6, 1237-1260 (2021). MSC: 86A22 62H11 62P30 PDF BibTeX XML Cite \textit{Y. Li} et al., Math. Geosci. 53, No. 6, 1237--1260 (2021; Zbl 1472.86014) Full Text: DOI OpenURL
Toppur, Badri; Jaims, K. J. Determining the best set of molecular descriptors for a toxicity classification problem. (English) Zbl 1476.62238 RAIRO, Oper. Res. 55, No. 5, 2769-2783 (2021). MSC: 62P10 62H30 62M45 62K20 92-10 PDF BibTeX XML Cite \textit{B. Toppur} and \textit{K. J. Jaims}, RAIRO, Oper. Res. 55, No. 5, 2769--2783 (2021; Zbl 1476.62238) Full Text: DOI OpenURL
Cheng, Lu; Varshney, Kush R.; Liu, Huan Socially responsible AI algorithms: issues, purposes, and challenges. (English) Zbl 07406490 J. Artif. Intell. Res. (JAIR) 71, 1137-1181 (2021). MSC: 68Txx PDF BibTeX XML Cite \textit{L. Cheng} et al., J. Artif. Intell. Res. (JAIR) 71, 1137--1181 (2021; Zbl 07406490) Full Text: DOI arXiv OpenURL
Zhu, Ye; Ting, Kai Ming Improving the effectiveness and efficiency of stochastic neighbour embedding with isolation kernel. (English) Zbl 07406480 J. Artif. Intell. Res. (JAIR) 71, 667-695 (2021). MSC: 68Txx PDF BibTeX XML Cite \textit{Y. Zhu} and \textit{K. M. Ting}, J. Artif. Intell. Res. (JAIR) 71, 667--695 (2021; Zbl 07406480) Full Text: DOI arXiv OpenURL
Cao, Hanlin; Tang, Haina; Wang, Fei; Xu, Yongjun Survey on trajectory representation learning techniques. (Chinese. English summary) Zbl 1488.68037 J. Softw. 32, No. 5, 1461-1479 (2021). MSC: 68T05 68T07 68T09 PDF BibTeX XML Cite \textit{H. Cao} et al., J. Softw. 32, No. 5, 1461--1479 (2021; Zbl 1488.68037) Full Text: DOI OpenURL
Tang, Huijun; Wang, Le; Fan, Chengli A new algorithm for mining high utility sequential patterns based on pattern-growth. (Chinese. English summary) Zbl 1488.68050 Acta Autom. Sin. 47, No. 4, 943-954 (2021). MSC: 68T05 68T10 PDF BibTeX XML Cite \textit{H. Tang} et al., Acta Autom. Sin. 47, No. 4, 943--954 (2021; Zbl 1488.68050) Full Text: DOI OpenURL
Avalos, Omar GSA for machine learning problems: a comprehensive overview. (English) Zbl 1481.62034 Appl. Math. Modelling 92, 261-280 (2021). MSC: 62H30 62-08 68T10 PDF BibTeX XML Cite \textit{O. Avalos}, Appl. Math. Modelling 92, 261--280 (2021; Zbl 1481.62034) Full Text: DOI OpenURL
Reia, Sandro M.; Fontanari, José F. Wisdom of crowds: much ado about nothing. (English) Zbl 07398337 J. Stat. Mech. Theory Exp. 2021, No. 5, Article ID 053402, 25 p. (2021). MSC: 82-XX PDF BibTeX XML Cite \textit{S. M. Reia} and \textit{J. F. Fontanari}, J. Stat. Mech. Theory Exp. 2021, No. 5, Article ID 053402, 25 p. (2021; Zbl 07398337) Full Text: DOI arXiv OpenURL
Li, Jianxin; Ji, Cheng; Peng, Hao; He, Yu; Song, Yangqiu; Zhang, Xinmiao; Peng, Fanzhang RWNE: a scalable random-walk based network embedding framework with personalized higher-order proximity preserved. (English) Zbl 07379284 J. Artif. Intell. Res. (JAIR) 71, 237-263 (2021). MSC: 68Txx PDF BibTeX XML Cite \textit{J. Li} et al., J. Artif. Intell. Res. (JAIR) 71, 237--263 (2021; Zbl 07379284) Full Text: DOI arXiv OpenURL
Puolamäki, Kai; Oikarinen, Emilia; Henelius, Andreas Guided visual exploration of relations in data sets. (English) Zbl 07370613 J. Mach. Learn. Res. 22, Paper No. 96, 32 p. (2021). MSC: 68T05 PDF BibTeX XML Cite \textit{K. Puolamäki} et al., J. Mach. Learn. Res. 22, Paper No. 96, 32 p. (2021; Zbl 07370613) Full Text: arXiv Link OpenURL
Kang, Keegan Correlations between random projections and the bivariate normal. (English) Zbl 1478.62144 Data Min. Knowl. Discov. 35, No. 4, 1622-1653 (2021). MSC: 62H20 62F15 PDF BibTeX XML Cite \textit{K. Kang}, Data Min. Knowl. Discov. 35, No. 4, 1622--1653 (2021; Zbl 1478.62144) Full Text: DOI OpenURL
Berthold, Michael R.; Fillbrunn, Alexander; Siebes, Arno Widening: using parallel resources to improve model quality. (English) Zbl 1473.68136 Data Min. Knowl. Discov. 35, No. 4, 1258-1286 (2021). MSC: 68T05 68W10 PDF BibTeX XML Cite \textit{M. R. Berthold} et al., Data Min. Knowl. Discov. 35, No. 4, 1258--1286 (2021; Zbl 1473.68136) Full Text: DOI OpenURL
Huang, Jen-Wei; Jaysawal, Bijay Prasad; Wang, Cheng-Chung Mining full, inner and tail periodic patterns with perfect, imperfect and asynchronous periodicity simultaneously. (English) Zbl 1473.68147 Data Min. Knowl. Discov. 35, No. 4, 1225-1257 (2021). MSC: 68T05 62M10 68T10 PDF BibTeX XML Cite \textit{J.-W. Huang} et al., Data Min. Knowl. Discov. 35, No. 4, 1225--1257 (2021; Zbl 1473.68147) Full Text: DOI OpenURL
Leleux, Pierre; Courtain, Sylvain; Guex, Guillaume; Saerens, Marco Sparse randomized shortest paths routing with Tsallis divergence regularization. (English) Zbl 1473.90050 Data Min. Knowl. Discov. 35, No. 3, 986-1031 (2021). MSC: 90B15 05C81 05C82 68T09 90C35 PDF BibTeX XML Cite \textit{P. Leleux} et al., Data Min. Knowl. Discov. 35, No. 3, 986--1031 (2021; Zbl 1473.90050) Full Text: DOI arXiv OpenURL
Deng, Weibing; Xie, Rongrong; Deng, Shengfeng; Allahverdyan, Armen E. Two halves of a meaningful text are statistically different. (English) Zbl 1504.62187 J. Stat. Mech. Theory Exp. 2021, No. 3, Article ID 033413, 27 p. (2021). MSC: 62R07 68T50 91C15 91F20 PDF BibTeX XML Cite \textit{W. Deng} et al., J. Stat. Mech. Theory Exp. 2021, No. 3, Article ID 033413, 27 p. (2021; Zbl 1504.62187) Full Text: DOI arXiv OpenURL
Fani Sani, Mohammadreza; van Zelst, Sebastiaan J.; van der Aalst, Wil M. P. The impact of biased sampling of event logs on the performance of process discovery. (English) Zbl 1473.68141 Computing 103, No. 6, 1085-1104 (2021). MSC: 68T05 62D99 68T09 PDF BibTeX XML Cite \textit{M. Fani Sani} et al., Computing 103, No. 6, 1085--1104 (2021; Zbl 1473.68141) Full Text: DOI OpenURL
Combi, Carlo; Rizzi, Romeo; Sala, Pietro Checking sets of pure evolving association rules. (English) Zbl 1497.68149 Fundam. Inform. 178, No. 4, 283-313 (2021). MSC: 68P15 68T09 PDF BibTeX XML Cite \textit{C. Combi} et al., Fundam. Inform. 178, No. 4, 283--313 (2021; Zbl 1497.68149) Full Text: DOI OpenURL
Zhang, Yishi; Zhu, Ruilin; Chen, Zhijun; Gao, Jie; Xia, De Evaluating and selecting features via information theoretic lower bounds of feature inner correlations for high-dimensional data. (English) Zbl 1487.62166 Eur. J. Oper. Res. 290, No. 1, 235-247 (2021). MSC: 62R07 62H20 68T05 PDF BibTeX XML Cite \textit{Y. Zhang} et al., Eur. J. Oper. Res. 290, No. 1, 235--247 (2021; Zbl 1487.62166) Full Text: DOI OpenURL
Kappelman, Ashton Conrad; Sinha, Ashesh Kumar Optimal control in dynamic food supply chains using big data. (English) Zbl 07350521 Comput. Oper. Res. 126, Article ID 105117, 10 p. (2021). MSC: 90B05 90C40 PDF BibTeX XML Cite \textit{A. C. Kappelman} and \textit{A. K. Sinha}, Comput. Oper. Res. 126, Article ID 105117, 10 p. (2021; Zbl 07350521) Full Text: DOI OpenURL
Mattenet, Alex; Davidson, Ian; Nijssen, Siegfried; Schaus, Pierre Generic constraint-based block modeling using constraint programming. (English) Zbl 07328091 J. Artif. Intell. Res. (JAIR) 70, 597-630 (2021). MSC: 68T20 68T05 90C35 91D30 PDF BibTeX XML Cite \textit{A. Mattenet} et al., J. Artif. Intell. Res. (JAIR) 70, 597--630 (2021; Zbl 07328091) Full Text: DOI OpenURL
Dmitrichenko, D. P.; Zhilov, R. A. The method of construction of logical neural networks on the basis of variable-valued logical functions. (English. Russian original) Zbl 07315943 J. Math. Sci., New York 253, No. 4, 500-505 (2021); translation from Itogi Nauki Tekh., Ser. Sovrem. Mat. Prilozh., Temat. Obz. 154, 43-48 (2018). MSC: 68T05 PDF BibTeX XML Cite \textit{D. P. Dmitrichenko} and \textit{R. A. Zhilov}, J. Math. Sci., New York 253, No. 4, 500--505 (2021; Zbl 07315943); translation from Itogi Nauki Tekh., Ser. Sovrem. Mat. Prilozh., Temat. Obz. 154, 43--48 (2018) Full Text: DOI OpenURL
Gan, Guojun; Ma, Chaoqun; Wu, Jianhong Data clustering. Theory, algorithms, and applications. 2nd edition. (English) Zbl 1483.68001 Mathematics in Industry (Philadelphia) 5. Philadelphia, PA: Society for Industrial and Applied Mathematics (SIAM) (ISBN 978-1-61197-632-8/pbk; 978-1-61197-633-5/ebook). xxiii, 406 p. (2021). Reviewer: Ruxandra Stoean (Craiova) MSC: 68-01 62-01 62H30 62R07 68T05 68T09 68T10 92-08 PDF BibTeX XML Cite \textit{G. Gan} et al., Data clustering. Theory, algorithms, and applications. 2nd edition. Philadelphia, PA: Society for Industrial and Applied Mathematics (SIAM) (2021; Zbl 1483.68001) Full Text: DOI OpenURL
Calvetti, Daniela; Somersalo, Erkki Mathematics of data science. A computational approach to clustering and classification. (English) Zbl 1471.68001 Data Science Book Series. Philadelphia, PA: Society for Industrial and Applied Mathematics (SIAM) (ISBN 978-1-61197-636-6/pbk). x, 189 p. (2021). Reviewer: Apostolos Batsidis (Ioannina) MSC: 68-01 15-01 15A23 62H25 62H30 68T05 68T09 PDF BibTeX XML Cite \textit{D. Calvetti} and \textit{E. Somersalo}, Mathematics of data science. A computational approach to clustering and classification. Philadelphia, PA: Society for Industrial and Applied Mathematics (SIAM) (2021; Zbl 1471.68001) OpenURL
Zhang, Dongmei; Cheng, Yukun; Li, Min; Wang, Yishui; Xu, Dachuan Approximation algorithms for spherical \(k\)-means problem using local search scheme. (English) Zbl 1477.68540 Theor. Comput. Sci. 853, 65-77 (2021). MSC: 68W25 62H30 68T20 PDF BibTeX XML Cite \textit{D. Zhang} et al., Theor. Comput. Sci. 853, 65--77 (2021; Zbl 1477.68540) Full Text: DOI OpenURL
Su, Chen; Zhang, Hanxiong A time-series bootstrapping simulation method to distinguish sell-side analysts’ skill from luck. (English) Zbl 1454.91236 Lee, Cheng Few (ed.) et al., Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 2. Hackensack, NJ: World Scientific. 2011-2052 (2021). MSC: 91G10 62P05 62R07 62F40 PDF BibTeX XML Cite \textit{C. Su} and \textit{H. Zhang}, in: Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 2. Hackensack, NJ: World Scientific. 2011--2052 (2021; Zbl 1454.91236) Full Text: DOI Link OpenURL