Data Mining and Knowledge Discovery Short Title: Data Min. Knowl. Discov. Publisher: Springer US, New York, NY ISSN: 1384-5810; 1573-756X/e Online: http://link.springer.com/journal/volumesAndIssues/10618 Documents Indexed: 479 Publications (since 2000) References Indexed: 441 Publications with 21,160 References. all top 5 Latest Issues 36, No. 5 (2022) 36, No. 4 (2022) 36, No. 3 (2022) 36, No. 2 (2022) 36, No. 1 (2022) 35, No. 6 (2021) 35, No. 5 (2021) 35, No. 4 (2021) 35, No. 3 (2021) 35, No. 2 (2021) 35, No. 1 (2021) 34, No. 6 (2020) 34, No. 5 (2020) 34, No. 4 (2020) 34, No. 3 (2020) 34, No. 2 (2020) 34, No. 1 (2020) 33, No. 6 (2019) 33, No. 5 (2019) 33, No. 4 (2019) 33, No. 3 (2019) 33, No. 2 (2019) 33, No. 1 (2019) 32, No. 6 (2018) 32, No. 5 (2018) 32, No. 4 (2018) 32, No. 3 (2018) 32, No. 2 (2018) 32, No. 1 (2018) 31, No. 6 (2017) 31, No. 5 (2017) 31, No. 4 (2017) 31, No. 3 (2017) 31, No. 2 (2017) 31, No. 1 (2017) 30, No. 6 (2016) 30, No. 5 (2016) 30, No. 4 (2016) 30, No. 3 (2016) 30, No. 2 (2016) 30, No. 1 (2016) 29, No. 6 (2015) 29, No. 5 (2015) 29, No. 3 (2015) 29, No. 2 (2015) 29, No. 1 (2015) 28, No. 5-6 (2014) 28, No. 4 (2014) 28, No. 3 (2014) 28, No. 2 (2014) 28, No. 1 (2014) 27, No. 3 (2013) 27, No. 2 (2013) 27, No. 1 (2013) 26, No. 3 (2013) 26, No. 2 (2013) 26, No. 1 (2013) 25, No. 3 (2012) 25, No. 2 (2012) 25, No. 1 (2012) 24, No. 3 (2012) 24, No. 2 (2012) 24, No. 1 (2012) 23, No. 3 (2011) 23, No. 2 (2011) 23, No. 1 (2011) 22, No. 3 (2011) 22, No. 1-2 (2011) 15, No. 3 (2007) 13, No. 2 (2006) 6, No. 2 (2002) 5, No. 4 (2001) 5, No. 3 (2001) 5, No. 1-2 (2001) 4, No. 4 (2000) 4, No. 1 (2000) all top 5 Authors 14 Keogh, Eamonn J. 13 Tatti, Nikolaj 11 Gionis, Aristides 11 Webb, Geoffrey I. 8 De Bie, Tijl 7 Lijffijt, Jefrey 6 Papapetrou, Panagiotis 6 Petitjean, François 6 Vreeken, Jilles 5 Bagnall, Anthony J. 5 Hullermeier, Eyke 5 Pei, Jian 5 Puolamäki, Kai 4 Bifet, Albert 4 Bonchi, Francesco 4 Calders, Toon 4 Campello, Ricardo José Gabrielli Barreto 4 Davidson, Ian 4 Duivesteijn, Wouter 4 Kersting, Kristian 4 Kim, Minyoung 4 Li, Tao 4 Matakos, Antonis 4 Pechenizkiy, Mykola 4 Provost, Foster 4 Ramon, Jan 4 van Leeuwen, Matthijs 4 Yamanishi, Kenji 4 Zimek, Arthur 3 Appice, Annalisa 3 Batista, Gustavo E. A. P. A. 3 Blockeel, Hendrik 3 Cerf, Loïc 3 Dembczyński, Krzysztof 3 Ferri, César 3 Gallinari, Patrick 3 Gama, João 3 Giudici, Paolo 3 Gullo, Francesco 3 Günnemann, Stephan 3 Han, Jiawei 3 Henelius, Andreas 3 Hernández-Orallo, Jose 3 Hu, Bing 3 Ienco, Dino 3 Iwata, Tomoharu 3 Kostakis, Orestis 3 Lim, Ee-Peng 3 Lines, Jason 3 Meo, Rosa 3 Mueen, Abdullah 3 Passerini, Andrea 3 Pensa, Ruggero G. 3 Riondato, Matteo 3 Robardet, Céline 3 Spiliopoulou, Myra 3 Tagarelli, Andrea 3 Terzi, Evimaria 3 Tsaparas, Panayiotis 3 Waegeman, Willem 3 Wang, Fei 3 Wang, Shengrui 3 Yu, Philip S. 3 Zhu, Xingquan 2 Adams, Niall M. 2 Adriaens, Florian 2 Akoglu, Leman 2 Alaee, Sara 2 Angiulli, Fabrizio 2 Antunes, Cláudia M. 2 Assent, Ira 2 Atzmüller, Martin 2 Baratchi, Mitra 2 Baydogan, Mustafa Gokce 2 Bielza, Concha 2 Böhm, Klemens 2 Boley, Mario 2 Boulicaut, Jean-François 2 Candan, K. Selçuk 2 Cao, Longbing 2 Cao, Nan 2 Ceci, Michelangelo 2 Chen, Yanping 2 Chen, Zheng 2 Crouter, Scott E. 2 Cui, Peng 2 Cule, Boris 2 Davis, Jesse 2 Ding, Wei 2 Ding, Yifei 2 Domeniconi, Carlotta 2 Domingo-Ferrer, Josep 2 Du, Xin 2 Džeroski, Sašo 2 Fassetti, Fabio 2 Flach, Peter A. 2 Forestier, Germain 2 Fromont, Élisa 2 Galbrun, Esther 2 Gámez, José Antonio ...and 1,178 more Authors all top 5 Fields 381 Computer science (68-XX) 277 Statistics (62-XX) 55 Combinatorics (05-XX) 48 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 26 Operations research, mathematical programming (90-XX) 14 Linear and multilinear algebra; matrix theory (15-XX) 13 General and overarching topics; collections (00-XX) 11 Probability theory and stochastic processes (60-XX) 11 Biology and other natural sciences (92-XX) 10 Numerical analysis (65-XX) 5 Information and communication theory, circuits (94-XX) 2 Geophysics (86-XX) 1 Functional analysis (46-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Geometry (51-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 230 Publications have been cited 1,283 times in 992 Documents Cited by ▼ Year ▼ Community discovery using nonnegative matrix factorization. Zbl 1235.68034Wang, Fei; Li, Tao; Wang, Xin; Zhu, Shenghuo; Ding, Chris 32 2011 Krimp: mining itemsets that compress. Zbl 1235.68071Vreeken, Jilles; Van Leeuwen, Matthijs; Siebes, Arno 31 2011 Scalable influence maximization for independent cascade model in large-scale social networks. Zbl 1260.91219Wang, Chi; Chen, Wei; Wang, Yajun 28 2012 Advances in instance selection for instance-based learning algorithms. Zbl 1027.68673Brighton, Henry; Mellish, Chris 24 2002 A survey of hierarchical classification across different application domains. Zbl 1235.68190Silla, Carlos N.; Freitas, Alex A. 20 2011 Time series classification with ensembles of elastic distance measures. Zbl 1405.68295Lines, Jason; Bagnall, Anthony 19 2015 E-commerce recommendation applications. Zbl 1006.68628Schafer, J. Ben; Konstan, Joseph A.; Riedl, John 19 2001 CID: an efficient complexity-invariant distance for time series. Zbl 1294.62188Batista, Gustavo E. A. P. A.; Keogh, Eamonn J.; Tataw, Oben Moses; de Souza, Vinícius M. A. 17 2014 Learning model trees from evolving data streams. Zbl 1235.68158Ikonomovska, Elena; Gama, João; Džeroski, Sašo 17 2011 Classification of time series by shapelet transformation. Zbl 1298.62098Hills, Jon; Lines, Jason; Baranauskas, Edgaras; Mapp, James; Bagnall, Anthony 16 2014 Detecting group differences: Mining contrast sets. Zbl 0982.68048Bay, Stephen D.; Pazzani, Michael J. 16 2001 Maximum entropy models and subjective interestingness: an application to tiles in binary databases. Zbl 1235.68065De Bie, Tijl 15 2011 Fast approximation of betweenness centrality through sampling. Zbl 1411.91458Riondato, Matteo; Kornaropoulos, Evgenios M. 13 2016 Descriptive matrix factorization for sustainability. Adopting the principle of opposites. Zbl 1235.62002Thurau, Christian; Kersting, Kristian; Wahabzada, Mirwaes; Bauckhage, Christian 13 2012 The BOSS is concerned with time series classification in the presence of noise. Zbl 1405.68305Schäfer, Patrick 13 2015 Time series shapelets: a novel technique that allows accurate, interpretable and fast classification. Zbl 1235.68213Ye, Lexiang; Keogh, Eamonn 11 2011 Manifold elastic net: a unified framework for sparse dimension reduction. Zbl 1235.62097Zhou, Tianyi; Tao, Dacheng; Wu, Xindong 11 2011 Summarizing transactional databases with overlapped hyperrectangles. Zbl 1235.68068Xiang, Yang; Jin, Ruoming; Fuhry, David; Dragan, Feodor F. 11 2011 A survey on enhanced subspace clustering. Zbl 1270.68260Sim, Kelvin; Gopalkrishnan, Vivekanand; Zimek, Arthur; Cong, Gao 11 2013 Deep learning for time series classification: a review. Zbl 1458.68196Ismail Fawaz, Hassan; Forestier, Germain; Weber, Jonathan; Idoumghar, Lhassane; Muller, Pierre-Alain 10 2019 Self-organizing maps by difference of convex functions optimization. Zbl 1342.90147Le Thi, Hoai An; Nguyen, Manh Cuong 10 2014 Learning Bayesian networks by hill climbing: efficient methods based on progressive restriction of the neighborhood. Zbl 1235.68152Gámez, José A.; Mateo, Juan L.; Puerta, José M. 10 2011 Mining closed strict episodes. Zbl 1260.68346Tatti, Nikolaj; Cule, Boris 10 2012 ABACUS: frequent pattern mining-based community discovery in multidimensional networks. Zbl 1281.68173Berlingerio, Michele; Pinelli, Fabio; Calabrese, Francesco 10 2013 Hellinger distance decision trees are robust and skew-insensitive. Zbl 1235.68141Cieslak, David A.; Hoens, T. Ryan; Chawla, Nitesh V.; Kegelmeyer, W. Philip 9 2012 Quadratic regularization projected Barzilai-Borwein method for nonnegative matrix factorization. Zbl 1405.65060Huang, Yakui; Liu, Hongwei; Zhou, Shuisheng 9 2015 Adaptive sampling methods for scaling up knowledge discovery algorithms. Zbl 1009.68036Domingo, Carlos; Gavaldà, Ricard; Watanabe, Osamu 9 2002 Likelihood-based data squashing: A modeling approach to instance construction. Zbl 0996.68564Madigan, David; Raghavan, Nandini; Dumouchel, William; Nason, Martha; Posse, Christian; Ridgeway, Greg 9 2002 Local outlier detection reconsidered: a generalized view on locality with applications to spatial, video, and network outlier detection. Zbl 1281.68192Schubert, Erich; Zimek, Arthur; Kriegel, Hans-Peter 8 2014 Leveraging social media networks for classification. Zbl 1235.91150Tang, Lei; Liu, Huan 7 2011 Comparing apples and oranges: measuring differences between exploratory data mining results. Zbl 1260.68347Tatti, Nikolaj; Vreeken, Jilles 7 2012 Adaptive evolutionary clustering. Zbl 1281.68200Xu, Kevin S.; Kliger, Mark; Hero, Alfred O. III 7 2014 Subspace clustering of high-dimensional data: a predictive approach. Zbl 1294.68119McWilliams, Brian; Montana, Giovanni 6 2014 Gaussian bandwidth selection for manifold learning and classification. Zbl 1455.68174Lindenbaum, Ofir; Salhov, Moshe; Yeredor, Arie; Averbuch, Amir 6 2020 Using dynamic time warping distances as features for improved time series classification. Zbl 1411.62255Kate, Rohit J. 6 2016 Characterizing concept drift. Zbl 1411.68127Webb, Geoffrey I.; Hyde, Roy; Cao, Hong; Nguyen, Hai Long; Petitjean, Francois 6 2016 Optimizing network robustness by edge rewiring: a general framework. Zbl 1409.05190Chan, Hau; Akoglu, Leman 6 2016 Anytime discovery of a diverse set of patterns with Monte Carlo tree search. Zbl 1411.68132Bosc, Guillaume; Boulicaut, Jean-François; Raïssi, Chedy; Kaytoue, Mehdi 6 2018 Projective clustering ensembles. Zbl 1267.68181Gullo, Francesco; Domeniconi, Carlotta; Tagarelli, Andrea 6 2013 A framework for semi-supervised and unsupervised optimal extraction of clusters from hierarchies. Zbl 1281.68175Campello, R. J. G. B.; Moulavi, D.; Zimek, A.; Sander, J. 6 2013 Training and assessing classification rules with imbalanced data. Zbl 1281.68198Menardi, Giovanna; Torelli, Nicola 6 2014 PUBLIC: A decision tree classifier that integrates building and pruning. Zbl 1060.68589Rastogi, Rajeev; Shim, Kyuseok 6 2000 Interesting pattern mining in multi-relational data. Zbl 1294.68073Spyropoulou, Eirini; De Bie, Tijl; Boley, Mario 5 2014 Exceptional model mining. Exceptional model mining, supervised descriptive local pattern mining with complex target concepts. Zbl 1411.68096Duivesteijn, Wouter; Feelders, Ad J.; Knobbe, Arno 5 2016 Generalized random shapelet forests. Zbl 1416.62344Karlsson, Isak; Papapetrou, Panagiotis; Boström, Henrik 5 2016 Top-\(k\) overlapping densest subgraphs. Zbl 1411.68101Galbrun, Esther; Gionis, Aristides; Tatti, Nikolaj 5 2016 Discovering recurring activity in temporal networks. Zbl 1416.62700Kostakis, Orestis; Tatti, Nikolaj; Gionis, Aristides 5 2017 Time series joins, motifs, discords and shapelets: a unifying view that exploits the matrix profile. Zbl 1416.62534Yeh, Chin-Chia Michael; Zhu, Yan; Ulanova, Liudmila; Begum, Nurjahan; Ding, Yifei; Dau, Hoang Anh; Zimmerman, Zachary; Silva, Diego Furtado; Mueen, Abdullah; Keogh, Eamonn 5 2018 Efficient prediction algorithms for binary decomposition techniques. Zbl 1235.68180Park, Sang-Hyeun; Fürnkranz, Johannes 5 2012 Discovering injective episodes with general partial orders. Zbl 1260.68317Achar, Avinash; Laxman, Srivatsan; Viswanathan, Raajay; Sastry, P. S. 5 2012 Tensor factorization using auxiliary information. Zbl 1260.68341Narita, Atsuhiro; Hayashi, Kohei; Tomioka, Ryota; Kashima, Hisashi 5 2012 Clustering large attributed information networks: an efficient incremental computing approach. Zbl 1259.05150Cheng, Hong; Zhou, Yang; Huang, Xin; Yu, Jeffrey Xu 5 2012 Behavior-based clustering and analysis of interestingness measures for association rule mining. Zbl 1298.68230Tew, C.; Giraud-Carrier, C.; Tanner, K.; Burton, S. 5 2014 Closed and noise-tolerant patterns in \(n\)-ary relations. Zbl 1267.68176Cerf, Loïc; Besson, Jérémy; Nguyen, Kim-Ngan T.; Boulicaut, Jean-François 5 2013 Repeated labeling using multiple noisy labelers. Zbl 1281.68184Ipeirotis, Panagiotis G.; Provost, Foster; Sheng, Victor S.; Wang, Jing 5 2014 Efficient and effective community search. Zbl 1405.68235Barbieri, Nicola; Bonchi, Francesco; Galimberti, Edoardo; Gullo, Francesco 5 2015 Learning a symbolic representation for multivariate time series classification. Zbl 1403.68181Baydogan, Mustafa Gokce; Runger, George 5 2015 Labeled directed acyclic graphs: a generalization of context-specific independence in directed graphical models. Zbl 1403.68206Pensar, Johan; Nyman, Henrik; Koski, Timo; Corander, Jukka 5 2015 Survey on distance metric learning and dimensionality reduction in data mining. Zbl 1403.68215Wang, Fei; Sun, Jimeng 5 2015 ParaMiner: a generic pattern mining algorithm for multi-core architectures. Zbl 1294.68120Negrevergne, Benjamin; Termier, Alexandre; Rousset, Marie-Christine; Méhaut, Jean-François 4 2014 ROCKET: exceptionally fast and accurate time series classification using random convolutional kernels. Zbl 1460.62144Dempster, Angus; Petitjean, François; Webb, Geoffrey I. 4 2020 Classification of streaming time series under more realistic assumptions. Zbl 1411.62254Hu, Bing; Chen, Yanping; Keogh, Eamonn 4 2016 A distributed approach for graph mining in massive networks. Zbl 1411.68123Talukder, N.; Zaki, M. J. 4 2016 Social regularized von Mises-Fisher mixture model for item recommendation. Zbl 1411.68153Salah, Aghiles; Nadif, Mohamed 4 2017 Speeding up similarity search under dynamic time warping by pruning unpromising alignments. Zbl 1416.62528Silva, Diego F.; Giusti, Rafael; Keogh, Eamonn; Batista, Gustavo E. A. P. A. 4 2018 Unsupervised interaction-preserving discretization of multivariate data. Zbl 1342.62001Nguyen, Hoang-Vu; Müller, Emmanuel; Vreeken, Jilles; Böhm, Klemens 4 2014 Classifier evaluation and attribute selection against active adversaries. Zbl 1235.62067Kantarcıoğlu, Murat; Xi, Bowei; Clifton, Chris 4 2011 Nonnegative tensor factorization as an alternative Csiszar-Tusnady procedure: algorithms, convergence, probabilistic interpretations and novel probabilistic tensor latent variable analysis algorithms. Zbl 1235.65041Zafeiriou, Stefanos; Petrou, Maria 4 2011 Fast density-weighted low-rank approximation spectral clustering. Zbl 1235.68187Shang, Fanhua; Jiao, L. C.; Shi, Jiarong; Gong, Maoguo; Shang, R. H. 4 2011 Measuring the component overlapping in the Gaussian mixture model. Zbl 1235.68194Sun, Haojun; Wang, Shengrui 4 2011 DHCC: divisive hierarchical clustering of categorical data. Zbl 1235.68208Xiong, Tengke; Wang, Shengrui; Mayers, André; Monga, Ernest 4 2012 An inductive database system based on virtual mining views. Zbl 1235.68064Blockeel, Hendrik; Calders, Toon; Fromont, Élisa; Goethals, Bart; Prado, Adriana 4 2012 Summarizing categorical data by clustering attributes. Zbl 1260.68339Mampaey, Michael; Vreeken, Jilles 4 2013 The effect of homogeneity on the computational complexity of combinatorial data anonymization. Zbl 1281.68120Bredereck, Robert; Nichterlein, André; Niedermeier, Rolf; Philip, Geevarghese 4 2014 Summarizing numeric spatial data streams by trend cluster discovery. Zbl 1403.68179Appice, Annalisa; Ciampi, Anna; Malerba, Donato 4 2015 Informix under CONTROL: Online query processing. Zbl 1060.68585Hellerstein, Joseph M.; Avnur, Ron; Kaman, Vijayshankar 4 2000 Support measures for graph data. Zbl 1235.68200Vanetik, N.; Shimony, S. E.; Gudes, E. 4 2006 Multi-target prediction: a unifying view on problems and methods. Zbl 1464.62399Waegeman, Willem; Dembczyński, Krzysztof; Hüllermeier, Eyke 3 2019 A tutorial on statistically sound pattern discovery. Zbl 1464.62305Hämäläinen, Wilhelmiina; Webb, Geoffrey I. 3 2019 Finding lasting dense subgraphs. Zbl 1458.68145Semertzidis, Konstantinos; Pitoura, Evaggelia; Terzi, Evimaria; Tsaparas, Panayiotis 3 2019 FastEE: fast ensembles of elastic distances for time series classification. Zbl 1464.62395Tan, Chang Wei; Petitjean, François; Webb, Geoffrey I. 3 2020 On normalization and algorithm selection for unsupervised outlier detection. Zbl 1464.62281Kandanaarachchi, Sevvandi; Muñoz, Mario A.; Hyndman, Rob J.; Smith-Miles, Kate 3 2020 Time series representation and similarity based on local autopatterns. Zbl 1411.68093Baydogan, Mustafa Gokce; Runger, George 3 2016 Fast exhaustive subgroup discovery with numerical target concepts. Zbl 1411.68113Lemmerich, Florian; Atzmueller, Martin; Puppe, Frank 3 2016 Locating the contagion source in networks with partial timestamps. Zbl 1411.68022Zhu, Kai; Chen, Zhen; Ying, Lei 3 2016 Scalable time series classification. Zbl 1416.62526Schäfer, Patrick 3 2016 Ensemble-based community detection in multilayer networks. Zbl 1411.68122Tagarelli, Andrea; Amelio, Alessia; Gullo, Francesco 3 2017 Differentially private nearest neighbor classification. Zbl 1411.68104Gursoy, Mehmet Emre; Inan, Ali; Nergiz, Mehmet Ercan; Saygin, Yucel 3 2017 Bsig: evaluating the statistical significance of biclustering solutions. Zbl 1416.62340Henriques, Rui; Madeira, Sara C. 3 2018 Model-based and actual independence for fairness-aware classification. Zbl 1411.68110Kamishima, Toshihiro; Akaho, Shotaro; Asoh, Hideki; Sakuma, Jun 3 2018 Cluster ensemble selection based on relative validity indexes. Zbl 1284.68503Naldi, M. C.; Carvalho, A. C. P. L. F.; Campello, R. J. G. B. 3 2013 TS-CHIEF: a scalable and accurate forest algorithm for time series classification. Zbl 1435.62031Shifaz, Ahmed; Pelletier, Charlotte; Petitjean, François; Webb, Geoffrey I. 3 2020 Mixed-membership naive Bayes models. Zbl 1235.62070Shan, Hanhuai; Banerjee, Arindam 3 2011 A preconditioned conjugate gradient algorithm for GeneRank with application to microarray data mining. Zbl 1260.68351Wu, Gang; Xu, Wei; Zhang, Ying; Wei, Yimin 3 2013 Network regression with predictive clustering trees. Zbl 1260.62050Stojanova, Daniela; Ceci, Michelangelo; Appice, Annalisa; Džeroski, Sašo 3 2012 Learning influence from heterogeneous social networks. Zbl 1260.91218Liu, Lu; Tang, Jie; Han, Jiawei; Yang, Shiqiang 3 2012 Discovering episodes with compact minimal windows. Zbl 1298.68247Tatti, Nikolaj 3 2014 Mint: MDL-based approach for mining interesting numerical pattern sets. Zbl 1494.68223Makhalova, Tatiana; Kuznetsov, Sergei O.; Napoli, Amedeo 3 2022 An efficiently computable subgraph pattern support measure: counting independent observations. Zbl 1281.68197Wang, Yuyi; Ramon, Jan; Fannes, Thomas 3 2013 On constrained spectral clustering and its applications. Zbl 1281.68196Wang, Xiang; Qian, Buyue; Davidson, Ian 3 2014 Mint: MDL-based approach for mining interesting numerical pattern sets. Zbl 1494.68223Makhalova, Tatiana; Kuznetsov, Sergei O.; Napoli, Amedeo 3 2022 Sparse randomized shortest paths routing with Tsallis divergence regularization. Zbl 1473.90050Leleux, Pierre; Courtain, Sylvain; Guex, Guillaume; Saerens, Marco 2 2021 Time series extrinsic regression. Predicting numeric values from time series data. Zbl 1478.62269Tan, Chang Wei; Bergmeir, Christoph; Petitjean, François; Webb, Geoffrey I. 2 2021 For real: a thorough look at numeric attributes in subgroup discovery. Zbl 1472.68150Meeng, Marvin; Knobbe, Arno 2 2021 Time series motifs discovery under DTW allows more robust discovery of conserved structure. Zbl 1478.62245Alaee, Sara; Mercer, Ryan; Kamgar, Kaveh; Keogh, Eamonn 1 2021 A survey of community detection methods in multilayer networks. Zbl 1472.68143Huang, Xinyu; Chen, Dongming; Ren, Tao; Wang, Dongqi 1 2021 The great multivariate time series classification bake off: a review and experimental evaluation of recent algorithmic advances. Zbl 1478.62267Pasos Ruiz, Alejandro; Flynn, Michael; Large, James; Middlehurst, Matthew; Bagnall, Anthony 1 2021 Characterizing attitudinal network graphs through frustration cloud. Zbl 1486.91069Rusnak, Lucas; Tešić, Jelena 1 2021 Gaussian bandwidth selection for manifold learning and classification. Zbl 1455.68174Lindenbaum, Ofir; Salhov, Moshe; Yeredor, Arie; Averbuch, Amir 6 2020 ROCKET: exceptionally fast and accurate time series classification using random convolutional kernels. Zbl 1460.62144Dempster, Angus; Petitjean, François; Webb, Geoffrey I. 4 2020 FastEE: fast ensembles of elastic distances for time series classification. Zbl 1464.62395Tan, Chang Wei; Petitjean, François; Webb, Geoffrey I. 3 2020 On normalization and algorithm selection for unsupervised outlier detection. Zbl 1464.62281Kandanaarachchi, Sevvandi; Muñoz, Mario A.; Hyndman, Rob J.; Smith-Miles, Kate 3 2020 TS-CHIEF: a scalable and accurate forest algorithm for time series classification. Zbl 1435.62031Shifaz, Ahmed; Pelletier, Charlotte; Petitjean, François; Webb, Geoffrey I. 3 2020 Parameterized low-rank binary matrix approximation. Zbl 1458.68075Fomin, Fedor V.; Golovach, Petr A.; Panolan, Fahad 2 2020 Delayed labelling evaluation for data streams. Zbl 1455.68167Grzenda, Maciej; Gomes, Heitor Murilo; Bifet, Albert 1 2020 Large-scale network motif analysis using compression. Zbl 1455.68134Bloem, Peter; de Rooij, Steven 1 2020 Bayesian mean-parameterized nonnegative binary matrix factorization. Zbl 1460.62037Lumbreras, Alberto; Filstroff, Louis; Févotte, Cédric 1 2020 SIAS-miner: mining subjectively interesting attributed subgraphs. Zbl 1458.68157Bendimerad, Anes; Mel, Ahmad; Lijffijt, Jefrey; Plantevit, Marc; Robardet, Céline; De Bie, Tijl 1 2020 Relaxing the strong triadic closure problem for edge strength inference. Zbl 1433.68273Adriaens, Florian; De Bie, Tijl; Gionis, Aristides; Lijffijt, Jefrey; Matakos, Antonis; Rozenshtein, Polina 1 2020 An efficient \(K\)-means clustering algorithm for tall data. Zbl 1433.68330Capó, Marco; Pérez, Aritz; Lozano, Jose A. 1 2020 Discrete-time survival forests with Hellinger distance decision trees. Zbl 1436.62480Schmid, Matthias; Welchowski, Thomas; Wright, Marvin N.; Berger, Moritz 1 2020 Deep learning for time series classification: a review. Zbl 1458.68196Ismail Fawaz, Hassan; Forestier, Germain; Weber, Jonathan; Idoumghar, Lhassane; Muller, Pierre-Alain 10 2019 Multi-target prediction: a unifying view on problems and methods. Zbl 1464.62399Waegeman, Willem; Dembczyński, Krzysztof; Hüllermeier, Eyke 3 2019 A tutorial on statistically sound pattern discovery. Zbl 1464.62305Hämäläinen, Wilhelmiina; Webb, Geoffrey I. 3 2019 Finding lasting dense subgraphs. Zbl 1458.68145Semertzidis, Konstantinos; Pitoura, Evaggelia; Terzi, Evimaria; Tsaparas, Panayiotis 3 2019 Interpretable time series classification using linear models and multi-resolution multi-domain symbolic representations. Zbl 1458.62202Le Nguyen, Thach; Gsponer, Severin; Ilie, Iulia; O’Reilly, Martin; Ifrim, Georgiana 2 2019 Attributed network embedding via subspace discovery. Zbl 1458.68192Zhang, Daokun; Yin, Jie; Zhu, Xingquan; Zhang, Chengqi 2 2019 A review on distance based time series classification. Zbl 1458.62191Abanda, Amaia; Mori, Usue; Lozano, Jose A. 1 2019 Noise-free latent block model for high dimensional data. Zbl 1458.68171Laclau, Charlotte; Brault, Vincent 1 2019 Model-free inference of diffusion networks using RKHS embeddings. Zbl 1464.62250Hu, Shoubo; Cautis, Bogdan; Chen, Zhitang; Chan, Laiwan; Geng, Yanhui; He, Xiuqiang 1 2019 The decomposed normalized maximum likelihood code-length criterion for selecting hierarchical latent variable models. Zbl 1464.62233Yamanishi, Kenji; Wu, Tianyi; Sugawara, Shinya; Okada, Makoto 1 2019 Subjectively interesting connecting trees and forests. Zbl 1458.68155Adriaens, Florian; Lijffijt, Jefrey; De Bie, Tijl 1 2019 Mining skypatterns in fuzzy tensors. Zbl 1458.68176Nadisic, Nicolas; Coussat, Aurélien; Cerf, Loïc 1 2019 A unifying view of explicit and implicit feature maps of graph kernels. Zbl 1458.68170Kriege, Nils M.; Neumann, Marion; Morris, Christopher; Kersting, Kristian; Mutzel, Petra 1 2019 Efficient mixture model for clustering of sparse high dimensional binary data. Zbl 1464.62328Śmieja, Marek; Hajto, Krzysztof; Tabor, Jacek 1 2019 A probabilistic classifier ensemble weighting scheme based on cross-validated accuracy estimates. Zbl 1464.62324Large, James; Lines, Jason; Bagnall, Anthony 1 2019 Anytime discovery of a diverse set of patterns with Monte Carlo tree search. Zbl 1411.68132Bosc, Guillaume; Boulicaut, Jean-François; Raïssi, Chedy; Kaytoue, Mehdi 6 2018 Time series joins, motifs, discords and shapelets: a unifying view that exploits the matrix profile. Zbl 1416.62534Yeh, Chin-Chia Michael; Zhu, Yan; Ulanova, Liudmila; Begum, Nurjahan; Ding, Yifei; Dau, Hoang Anh; Zimmerman, Zachary; Silva, Diego Furtado; Mueen, Abdullah; Keogh, Eamonn 5 2018 Speeding up similarity search under dynamic time warping by pruning unpromising alignments. Zbl 1416.62528Silva, Diego F.; Giusti, Rafael; Keogh, Eamonn; Batista, Gustavo E. A. P. A. 4 2018 Bsig: evaluating the statistical significance of biclustering solutions. Zbl 1416.62340Henriques, Rui; Madeira, Sara C. 3 2018 Model-based and actual independence for fairness-aware classification. Zbl 1411.68110Kamishima, Toshihiro; Akaho, Shotaro; Asoh, Hideki; Sakuma, Jun 3 2018 A kernel-based trend pattern tracking system for portfolio optimization. Zbl 1429.91291Lai, Zhao-Rong; Yang, Pei-Yi; Wu, Xiaotian; Fang, Liangda 2 2018 Extreme-value-theoretic estimation of local intrinsic dimensionality. Zbl 1428.60071Amsaleg, Laurent; Chelly, Oussama; Furon, Teddy; Girard, Stéphane; Houle, Michael E.; Kawarabayashi, Ken-ichi; Nett, Michael 2 2018 Anytime parallel density-based clustering. Zbl 1416.62351Mai, Son T.; Assent, Ira; Jacobsen, Jon; Dieu, Martin Storgaard 2 2018 Linear regression for uplift modeling. Zbl 1411.68120Rudaś, Krzysztof; Jaroszewicz, Szymon 2 2018 Scalable and exact sampling method for probabilistic generative graph models. Zbl 1428.62061Moreno, Sebastian; Pfeiffer, Joseph J. III; Neville, Jennifer 1 2018 Unsupervised meta-path selection for text similarity measure based on heterogeneous information networks. Zbl 1428.68318Wang, Chenguang; Song, Yangqiu; Li, Haoran; Zhang, Ming; Han, Jiawei 1 2018 Exact variable-length anomaly detection algorithm for univariate and multivariate time series. Zbl 1428.62407Wang, Xing; Lin, Jessica; Patel, Nital; Braun, Martin 1 2018 Robust graph regularized nonnegative matrix factorization for clustering. Zbl 1411.62168Huang, Shudong; Wang, Hongjun; Li, Tao; Li, Tianrui; Xu, Zenglin 1 2018 Fast and accurate mining of correlated heavy hitters. Zbl 1411.68098Epicoco, Italo; Cafaro, Massimo; Pulimeno, Marco 1 2018 Social centrality using network hierarchy and community structure. Zbl 1411.91459Saxena, Rakhi; Kaur, Sharanjit; Bhatnagar, Vasudha 1 2018 Explaining anomalies in groups with characterizing subspace rules. Zbl 1416.62350Macha, Meghanath; Akoglu, Leman 1 2018 Discovering recurring activity in temporal networks. Zbl 1416.62700Kostakis, Orestis; Tatti, Nikolaj; Gionis, Aristides 5 2017 Social regularized von Mises-Fisher mixture model for item recommendation. Zbl 1411.68153Salah, Aghiles; Nadif, Mohamed 4 2017 Ensemble-based community detection in multilayer networks. Zbl 1411.68122Tagarelli, Andrea; Amelio, Alessia; Gullo, Francesco 3 2017 Differentially private nearest neighbor classification. Zbl 1411.68104Gursoy, Mehmet Emre; Inan, Ali; Nergiz, Mehmet Ercan; Saygin, Yucel 3 2017 The PRIMPING routine – tiling through proximal alternating linearized minimization. Zbl 1409.68233Hess, Sibylle; Morik, Katharina; Piatkowski, Nico 2 2017 Classification of high-dimensional evolving data streams via a resource-efficient online ensemble. Zbl 1411.62175Zhai, Tingting; Gao, Yang; Wang, Hao; Cao, Longbing 2 2017 Identifying consistent statements about numerical data with dispersion-corrected subgroup discovery. Zbl 1411.68095Boley, Mario; Goldsmith, Bryan R.; Ghiringhelli, Luca M.; Vreeken, Jilles 2 2017 Local community detection in multilayer networks. Zbl 1411.68106Interdonato, Roberto; Tagarelli, Andrea; Ienco, Dino; Sallaberry, Arnaud; Poncelet, Pascal 2 2017 Retrieving geometric information from images: the case of hand-drawn diagrams. Zbl 1411.68135Song, Dan; Wang, Dongming; Chen, Xiaoyu 1 2017 Scalable density-based clustering with quality guarantees using random projections. Zbl 1411.62172Schneider, Johannes; Vlachos, Michail 1 2017 Hierarchical evolving Dirichlet processes for modeling nonlinear evolutionary traces in temporal data. Zbl 1416.62365Wang, Peng; Zhang, Peng; Zhou, Chuan; Li, Zhao; Yang, Hong 1 2017 Evidence-based uncertainty sampling for active learning. Zbl 1411.68121Sharma, Manali; Bilgic, Mustafa 1 2017 Efficient histogram dictionary learning for text/image modeling and classification. Zbl 1411.68111Kim, Minyoung 1 2017 SimUSF: an efficient and effective similarity measure that is invariant to violations of the interval scale assumption. Zbl 1416.62335Fernando, Thilak L.; Webb, Geoffrey I. 1 2017 Graph summarization with quality guarantees. Zbl 1411.68089Riondato, Matteo; García-Soriano, David; Bonchi, Francesco 1 2017 Discovering rare categories from graph streams. Zbl 1411.68131Zhou, Dawei; Karthikeyan, Arun; Wang, Kangyang; Cao, Nan; He, Jingrui 1 2017 Multiple Bayesian discriminant functions for high-dimensional massive data classification. Zbl 1416.62368Zhang, Jianfei; Wang, Shengrui; Chen, Lifei; Gallinari, Patrick 1 2017 On classifier behavior in the presence of mislabeling noise. Zbl 1411.68116Mirylenka, Katsiaryna; Giannakopoulos, George; Do, Le Minh; Palpanas, Themis 1 2017 On searching and indexing sequences of temporal intervals. Zbl 1416.62346Kostakis, Orestis; Papapetrou, Panagotis 1 2017 Improving time series similarity measures by integrating preprocessing steps. Zbl 1416.62495Höppner, Frank 1 2017 Tour recommendation for groups. Zbl 1411.90287Anagnostopoulos, Aris; Atassi, Reem; Becchetti, Luca; Fazzone, Adriano; Silvestri, Fabrizio 1 2017 Lagrangian relaxations for multiple network alignment. Zbl 1412.90029Malmi, Eric; Chawla, Sanjay; Gionis, Aristides 1 2017 MixedTrails: Bayesian hypothesis comparison on heterogeneous sequential data. Zbl 1416.62459Becker, Martin; Lemmerich, Florian; Singer, Philipp; Strohmaier, Markus; Hotho, Andreas 1 2017 Measuring and moderating opinion polarization in social networks. Zbl 1411.91457Matakos, Antonis; Terzi, Evimaria; Tsaparas, Panayiotis 1 2017 Fast approximation of betweenness centrality through sampling. Zbl 1411.91458Riondato, Matteo; Kornaropoulos, Evgenios M. 13 2016 Using dynamic time warping distances as features for improved time series classification. Zbl 1411.62255Kate, Rohit J. 6 2016 Characterizing concept drift. Zbl 1411.68127Webb, Geoffrey I.; Hyde, Roy; Cao, Hong; Nguyen, Hai Long; Petitjean, Francois 6 2016 Optimizing network robustness by edge rewiring: a general framework. Zbl 1409.05190Chan, Hau; Akoglu, Leman 6 2016 Exceptional model mining. Exceptional model mining, supervised descriptive local pattern mining with complex target concepts. Zbl 1411.68096Duivesteijn, Wouter; Feelders, Ad J.; Knobbe, Arno 5 2016 Generalized random shapelet forests. Zbl 1416.62344Karlsson, Isak; Papapetrou, Panagiotis; Boström, Henrik 5 2016 Top-\(k\) overlapping densest subgraphs. Zbl 1411.68101Galbrun, Esther; Gionis, Aristides; Tatti, Nikolaj 5 2016 Classification of streaming time series under more realistic assumptions. Zbl 1411.62254Hu, Bing; Chen, Yanping; Keogh, Eamonn 4 2016 A distributed approach for graph mining in massive networks. Zbl 1411.68123Talukder, N.; Zaki, M. J. 4 2016 Time series representation and similarity based on local autopatterns. Zbl 1411.68093Baydogan, Mustafa Gokce; Runger, George 3 2016 Fast exhaustive subgroup discovery with numerical target concepts. Zbl 1411.68113Lemmerich, Florian; Atzmueller, Martin; Puppe, Frank 3 2016 Locating the contagion source in networks with partial timestamps. Zbl 1411.68022Zhu, Kai; Chen, Zhen; Ying, Lei 3 2016 Scalable time series classification. Zbl 1416.62526Schäfer, Patrick 3 2016 Skopus: mining top-\(k\) sequential patterns under leverage. Zbl 1411.68119Petitjean, François; Li, Tao; Tatti, Nikolaj; Webb, Geoffrey I. 2 2016 Mining rooted ordered trees under subtree homeomorphism. Zbl 1411.68105Haghir Chehreghani, Mostafa; Bruynooghe, Maurice 2 2016 An efficient exact algorithm for triangle listing in large graphs. Zbl 1411.68086Lagraa, Sofiane; Seba, Hamida 2 2016 Decomposition-by-normalization (DBN): leveraging approximate functional dependencies for efficient CP and Tucker decompositions. Zbl 1409.68236Kim, Mijung; Candan, K. Selçuk 1 2016 Link prediction using time series of neighborhood-based node similarity scores. Zbl 1411.62268Güneş, İsmail; Gündüz-Öğüdücü, Şule; Çataltepe, Zehra 1 2016 Instance-level accuracy versus bag-level accuracy in multi-instance learning. Zbl 1411.68125Vanwinckelen, Gitte; Tragante do O, Vinicius; Fierens, Daan; Blockeel, Hendrik 1 2016 Identifying correlated heavy-hitters in a two-dimensional data stream. Zbl 1411.68112Lahiri, Bibudh; Mukherjee, Arko Provo; Tirthapura, Srikanta 1 2016 SONIC: streaming overlapping community detection. Zbl 1411.68148Sarıyüce, Ahmet Erdem; Gedik, Buğra; Jacques-Silva, Gabriela; Wu, Kun-Lung; Çatalyürek, Ümit V. 1 2016 Exact and efficient top-\(K\) inference for multi-target prediction by querying separable linear relational models. Zbl 1416.62541Stock, Michiel; Dembczyński, Krzysztof; De Baets, Bernard; Waegeman, Willem 1 2016 Generalized Gini correlation and its application in data-mining. Zbl 1416.62315Gao, Yi; Jiang, Wenxin; Tanner, Martin A. 1 2016 Discovering outlying aspects in large datasets. Zbl 1416.62280Nguyen Xuan Vinh; Chan, Jeffrey; Romano, Simone; Bailey, James; Leckie, Christopher; Ramamohanarao, Kotagiri; Pei, Jian 1 2016 ...and 130 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 2,491 Authors 11 Webb, Geoffrey I. 9 Le Thi, Hoai An 9 Pham Dinh Tao 8 Corander, Jukka 8 De Bie, Tijl 8 Keogh, Eamonn J. 8 Niedermeier, Rolf 8 Vreeken, Jilles 7 Bělohlávek, Radim 7 Jiao, Licheng 7 Nichterlein, André 7 Tatti, Nikolaj 7 Trnecka, Martin 6 Bagnall, Anthony J. 6 Bifet, Albert 6 Epifanio, Irene 6 Herrera, Francisco 6 Hullermeier, Eyke 6 Liu, Yufeng 6 Pensar, Johan 6 van Leeuwen, Matthijs 6 Zimek, Arthur 5 Dai, Yu-Hong 5 Lijffijt, Jefrey 5 Liu, Jianguo 5 Liu, Xinwei 5 Lu, Jie 5 Nyman, Henrik 5 Petitjean, François 5 Shang, Fanhua 4 Calders, Toon 4 Fürnkranz, Johannes 4 Guo, Qiang 4 Huang, Yakui 4 Koski, Timo J. T. 4 Outrata, Jan 4 Pechenizkiy, Mykola 4 Poncelet, Pascal 4 Tagarelli, Andrea 4 Torra, Vicenç 4 Trafalis, Theodore B. 4 Wang, Jun 4 Wu, Weili 3 Akrida, Eleni C. 3 Beliakov, Gleb 3 Berger, Moritz 3 Berzal, Fernando 3 Bielza, Concha 3 Boley, Mario 3 Bredereck, Robert 3 Cornelis, Chris 3 Cubero, Juan-Carlos 3 Cule, Boris 3 De Baets, Bernard 3 De Raedt, Luc 3 Dondi, Riccardo 3 Duivesteijn, Wouter 3 Džeroski, Sašo 3 Ghiringhelli, Luca M. 3 Goethals, Bart 3 Gullo, Francesco 3 Haghir Chehreghani, Mostafa 3 Ho, Vinh Thanh 3 Hyndman, Rob J. 3 Ienco, Dino 3 Ignatov, Dmitry I. 3 Kandanaarachchi, Sevvandi 3 Kuznetsov, Sergei O. 3 Larrañaga, Pedro 3 Liang, Jiye 3 Lines, Jason 3 Liu, Bin 3 Mangasarian, Olvi L. 3 Mertzios, George B. 3 Nadif, Mohamed 3 Ng, Michael Kwok-Po 3 Pavlidis, Nicos G. 3 Ramon, Jan 3 Rudin, Cynthia 3 Sánchez, Daniel Eduardo 3 Schmid, Matthias 3 Schubert, Erich 3 Shang, Pengjian 3 Spirakis, Paul G. 3 Srinivasan, Ashwin 3 Tao, Dacheng 3 Tran, Thi Thuy 3 Wu, Xindong 3 Yu, Hwanjo 3 Zeng, Donglin 3 Zhang, Feiteng 3 Zhang, Guangquan 3 Zhang, Hongchao 3 Zhao, Hong 3 Zhou, Qing 3 Zhu, Ji 3 Zhu, Yuqing 2 Achar, Avinash 2 Aloise, Daniel 2 Alonso-Barba, Juan I. ...and 2,391 more Authors all top 5 Cited in 220 Journals 169 Data Mining and Knowledge Discovery 70 Machine Learning 40 Information Sciences 26 Physica A 26 Pattern Recognition 18 European Journal of Operational Research 17 Neural Computation 15 Advances in Data Analysis and Classification. ADAC 14 International Journal of Approximate Reasoning 12 Theoretical Computer Science 10 Optimization Methods & Software 10 Soft Computing 10 Statistics and Computing 9 Statistical Science 9 Computational Statistics and Data Analysis 9 Mathematical Problems in Engineering 8 Artificial Intelligence 8 Annals of Operations Research 7 International Journal of General Systems 7 Applied Mathematics and Computation 7 Computing 7 Journal of Computer and System Sciences 7 Computational Optimization and Applications 7 International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 7 Journal of Machine Learning Research (JMLR) 7 Statistical Analysis and Data Mining 6 Journal of the American Statistical Association 6 Neural Networks 6 Journal of Global Optimization 6 Computational Statistics 6 Communications in Statistics. Simulation and Computation 6 International Journal of Computer Mathematics 6 Journal of Applied Statistics 6 International Journal of Applied Mathematics and Computer Science 6 International Journal of Modern Physics C 6 Statistical Methods and Applications 6 Electronic Journal of Statistics 6 The Annals of Applied Statistics 5 International Journal of Systems Science 5 Information Processing Letters 5 Fuzzy Sets and Systems 5 Communications in Statistics. Theory and Methods 5 The Journal of Artificial Intelligence Research (JAIR) 5 INFORMS Journal on Computing 5 Journal of Combinatorial Optimization 5 International Journal of Information Technology & Decision Making 5 Journal of Computational and Graphical Statistics 5 Computer Science Review 4 Discrete Applied Mathematics 4 Biometrical Journal 4 Biometrics 4 International Journal of Production Research 4 Computers & Operations Research 4 JETAI. Journal of Experimental & Theoretical Artificial Intelligence 4 Journal of Statistical Computation and Simulation 4 Journal of Mathematical Imaging and Vision 4 SIAM Journal on Scientific Computing 4 International Journal of Computer Vision 4 Communications in Nonlinear Science and Numerical Simulation 4 Journal of Intelligent and Fuzzy Systems 4 International Journal of Computational Intelligence and Applications 4 EURASIP Journal on Advances in Signal Processing 4 Algorithms 3 ACM Computing Surveys 3 The Annals of Statistics 3 Journal of Classification 3 New Generation Computing 3 Proceedings of the National Academy of Sciences of the United States of America 3 Mathematical Programming. Series A. Series B 3 International Journal of Bifurcation and Chaos in Applied Sciences and Engineering 3 Advances in Computational Mathematics 3 Computational Geosciences 3 Journal of Systems Science and Complexity 3 ACM Journal of Experimental Algorithmics 3 International Journal of Wavelets, Multiresolution and Information Processing 3 Optimization Letters 3 Computational & Mathematical Methods in Medicine 3 Mathematical Geosciences 3 SIAM Journal on Mathematics of Data Science 2 Journal of Computational Physics 2 Physics Reports 2 Scandinavian Journal of Statistics 2 Chaos, Solitons and Fractals 2 Journal of Computational and Applied Mathematics 2 Circuits, Systems, and Signal Processing 2 Physica D 2 Optimization 2 Journal of Computer Science and Technology 2 Algorithmica 2 Information and Computation 2 International Journal of Intelligent Systems 2 Journal of Scientific Computing 2 International Journal of Computational Geometry & Applications 2 International Journal of Foundations of Computer Science 2 Test 2 Statistica Sinica 2 Annals of Mathematics and Artificial Intelligence 2 Complexity 2 Bernoulli 2 Nonlinear Dynamics ...and 120 more Journals all top 5 Cited in 41 Fields 600 Computer science (68-XX) 444 Statistics (62-XX) 135 Operations research, mathematical programming (90-XX) 84 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 74 Combinatorics (05-XX) 60 Numerical analysis (65-XX) 29 Linear and multilinear algebra; matrix theory (15-XX) 29 Biology and other natural sciences (92-XX) 29 Information and communication theory, circuits (94-XX) 25 Statistical mechanics, structure of matter (82-XX) 19 Systems theory; control (93-XX) 17 Probability theory and stochastic processes (60-XX) 11 Geophysics (86-XX) 10 Dynamical systems and ergodic theory (37-XX) 5 Quantum theory (81-XX) 4 General and overarching topics; collections (00-XX) 4 Order, lattices, ordered algebraic structures (06-XX) 4 Calculus of variations and optimal control; optimization (49-XX) 3 Real functions (26-XX) 2 Mathematical logic and foundations (03-XX) 2 Algebraic geometry (14-XX) 2 Partial differential equations (35-XX) 2 Functional analysis (46-XX) 2 Operator theory (47-XX) 2 Mechanics of deformable solids (74-XX) 2 Astronomy and astrophysics (85-XX) 2 Mathematics education (97-XX) 1 History and biography (01-XX) 1 Commutative algebra (13-XX) 1 Associative rings and algebras (16-XX) 1 Topological groups, Lie groups (22-XX) 1 Measure and integration (28-XX) 1 Special functions (33-XX) 1 Approximations and expansions (41-XX) 1 Integral transforms, operational calculus (44-XX) 1 Differential geometry (53-XX) 1 General topology (54-XX) 1 Algebraic topology (55-XX) 1 Fluid mechanics (76-XX) 1 Optics, electromagnetic theory (78-XX) 1 Relativity and gravitational theory (83-XX) Citations by Year