Data Mining and Knowledge Discovery Short Title: Data Min. Knowl. Discov. Publisher: Springer US, New York, NY ISSN: 1384-5810; 1573-756X/e Online: https://link.springer.com/journal/10618/volumes-and-issues Comments: Journal Documents Indexed: 510 Publications (since 2000) References Indexed: 472 Publications with 22,594 References. all top 5 Latest Issues 37, No. 4 (2023) 37, No. 3 (2023) 37, No. 2 (2023) 37, No. 1 (2023) 36, No. 6 (2022) 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 16 Keogh, Eamonn J. 13 Tatti, Nikolaj 12 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 Davidson, Ian 5 Hullermeier, Eyke 5 Pei, Jian 5 Puolamäki, Kai 5 Riondato, Matteo 4 Bifet, Albert 4 Bonchi, Francesco 4 Calders, Toon 4 Campello, Ricardo JosĂ© Gabrielli Barreto 4 Duivesteijn, Wouter 4 Gullo, Francesco 4 GĂĽnnemann, Stephan 4 Kersting, Kristian 4 Kim, Minyoung 4 Li, Tao 4 Matakos, Antonis 4 Mueen, Abdullah 4 Pechenizkiy, Mykola 4 Provost, Foster 4 Ramon, Jan 4 Tagarelli, Andrea 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, LoĂŻc 3 DembczyĹ„ski, Krzysztof 3 Ferri, CĂ©sar 3 Gallinari, Patrick 3 Gama, JoĂŁo 3 Giudici, Paolo 3 Han, Jiawei 3 Henelius, Andreas 3 Hernández-Orallo, Jose 3 Hu, Bing 3 Ienco, Dino 3 Iwata, Tomoharu 3 Kashima, Hisashi 3 Klami, Arto 3 Kostakis, Orestis 3 Lim, Ee-Peng 3 Lines, Jason 3 Meo, Rosa 3 Mercer, Ryan 3 Passerini, Andrea 3 Pensa, Ruggero G. 3 Robardet, CĂ©line 3 Schäfer, Patrick 3 Spiliopoulou, Myra 3 Terzi, Evimaria 3 Tsaparas, Panayiotis 3 Waegeman, Willem 3 Wang, Fei 3 Wang, Shengrui 3 Yin, Jie 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 AtzmĂĽller, 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, Ling 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 DĹľeroski, Sašo ...and 1,251 more Authors all top 5 Fields 399 Computer science (68-XX) 301 Statistics (62-XX) 56 Combinatorics (05-XX) 50 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 27 Operations research, mathematical programming (90-XX) 14 Linear and multilinear algebra; matrix theory (15-XX) 13 General and overarching topics; collections (00-XX) 12 Numerical analysis (65-XX) 11 Probability theory and stochastic processes (60-XX) 11 Biology and other natural sciences (92-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 258 Publications have been cited 1,482 times in 1,143 Documents Cited by ▼ Year ▼ Scalable influence maximization for independent cascade model in large-scale social networks. Zbl 1260.91219 Wang, Chi; Chen, Wei; Wang, Yajun 33 2012 Community discovery using nonnegative matrix factorization. Zbl 1235.68034 Wang, Fei; Li, Tao; Wang, Xin; Zhu, Shenghuo; Ding, Chris 32 2011 Krimp: mining itemsets that compress. Zbl 1235.68071 Vreeken, Jilles; Van Leeuwen, Matthijs; Siebes, Arno 32 2011 Time series classification with ensembles of elastic distance measures. Zbl 1405.68295 Lines, Jason; Bagnall, Anthony 26 2015 Advances in instance selection for instance-based learning algorithms. Zbl 1027.68673 Brighton, Henry; Mellish, Chris 24 2002 A survey of hierarchical classification across different application domains. Zbl 1235.68190 Silla, Carlos N.; Freitas, Alex A. 21 2011 E-commerce recommendation applications. Zbl 1006.68628 Schafer, J. Ben; Konstan, Joseph A.; Riedl, John 20 2001 Classification of time series by shapelet transformation. Zbl 1298.62098 Hills, Jon; Lines, Jason; Baranauskas, Edgaras; Mapp, James; Bagnall, Anthony 19 2014 CID: an efficient complexity-invariant distance for time series. Zbl 1294.62188 Batista, Gustavo E. A. P. A.; Keogh, Eamonn J.; Tataw, Oben Moses; de Souza, VinĂcius M. A. 18 2014 Learning model trees from evolving data streams. Zbl 1235.68158 Ikonomovska, Elena; Gama, JoĂŁo; DĹľeroski, Sašo 17 2011 Maximum entropy models and subjective interestingness: an application to tiles in binary databases. Zbl 1235.68065 De Bie, Tijl 17 2011 Fast approximation of betweenness centrality through sampling. Zbl 1411.91458 Riondato, Matteo; Kornaropoulos, Evgenios M. 17 2016 Detecting group differences: Mining contrast sets. Zbl 0982.68048 Bay, Stephen D.; Pazzani, Michael J. 16 2001 Deep learning for time series classification: a review. 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Zbl 1294.68120 Negrevergne, Benjamin; Termier, Alexandre; Rousset, Marie-Christine; MĂ©haut, Jean-François 5 2014 Unsupervised interaction-preserving discretization of multivariate data. Zbl 1342.62001 Nguyen, Hoang-Vu; MĂĽller, Emmanuel; Vreeken, Jilles; Böhm, Klemens 5 2014 Closed and noise-tolerant patterns in \(n\)-ary relations. Zbl 1267.68176 Cerf, LoĂŻc; Besson, JĂ©rĂ©my; Nguyen, Kim-Ngan T.; Boulicaut, Jean-François 5 2013 On normalization and algorithm selection for unsupervised outlier detection. Zbl 1464.62281 Kandanaarachchi, Sevvandi; Muñoz, Mario A.; Hyndman, Rob J.; Smith-Miles, Kate 5 2020 Parameterized low-rank binary matrix approximation. Zbl 1458.68075 Fomin, Fedor V.; Golovach, Petr A.; Panolan, Fahad 5 2020 Fast exhaustive subgroup discovery with numerical target concepts. Zbl 1411.68113 Lemmerich, Florian; Atzmueller, Martin; Puppe, Frank 5 2016 Generalized random shapelet forests. Zbl 1416.62344 Karlsson, Isak; Papapetrou, Panagiotis; Boström, Henrik 5 2016 Model-based and actual independence for fairness-aware classification. Zbl 1411.68110 Kamishima, Toshihiro; Akaho, Shotaro; Asoh, Hideki; Sakuma, Jun 5 2018 Discovering injective episodes with general partial orders. Zbl 1260.68317 Achar, Avinash; Laxman, Srivatsan; Viswanathan, Raajay; Sastry, P. S. 5 2012 Clustering large attributed information networks: an efficient incremental computing approach. Zbl 1259.05150 Cheng, Hong; Zhou, Yang; Huang, Xin; Yu, Jeffrey Xu 5 2012 On constrained spectral clustering and its applications. Zbl 1281.68196 Wang, Xiang; Qian, Buyue; Davidson, Ian 5 2014 The effect of homogeneity on the computational complexity of combinatorial data anonymization. Zbl 1281.68120 Bredereck, Robert; Nichterlein, AndrĂ©; Niedermeier, Rolf; Philip, Geevarghese 5 2014 Repeated labeling using multiple noisy labelers. Zbl 1281.68184 Ipeirotis, Panagiotis G.; Provost, Foster; Sheng, Victor S.; Wang, Jing 5 2014 Evaluation measures for hierarchical classification: a unified view and novel approaches. Zbl 1405.62079 Kosmopoulos, Aris; Partalas, Ioannis; Gaussier, Eric; Paliouras, Georgios; Androutsopoulos, Ion 5 2015 Efficient and effective community search. Zbl 1405.68235 Barbieri, Nicola; Bonchi, Francesco; Galimberti, Edoardo; Gullo, Francesco 5 2015 Learning a symbolic representation for multivariate time series classification. Zbl 1403.68181 Baydogan, Mustafa Gokce; Runger, George 5 2015 Nonnegative tensor factorization as an alternative Csiszar-Tusnady procedure: algorithms, convergence, probabilistic interpretations and novel probabilistic tensor latent variable analysis algorithms. Zbl 1235.65041 Zafeiriou, Stefanos; Petrou, Maria 4 2011 Fast density-weighted low-rank approximation spectral clustering. Zbl 1235.68187 Shang, Fanhua; Jiao, L. C.; Shi, Jiarong; Gong, Maoguo; Shang, R. 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Zbl 1433.68273 Adriaens, Florian; De Bie, Tijl; Gionis, Aristides; Lijffijt, Jefrey; Matakos, Antonis; Rozenshtein, Polina 1 2020 Robust and sparse multigroup classification by the optimal scoring approach. Zbl 1433.68372 Ortner, Irene; Filzmoser, Peter; Croux, Christophe 1 2020 An efficient \(K\)-means clustering algorithm for tall data. Zbl 1433.68330 CapĂł, Marco; PĂ©rez, Aritz; Lozano, Jose A. 1 2020 Discrete-time survival forests with Hellinger distance decision trees. Zbl 1436.62480 Schmid, Matthias; Welchowski, Thomas; Wright, Marvin N.; Berger, Moritz 1 2020 Deep learning for time series classification: a review. Zbl 1458.68196 Ismail Fawaz, Hassan; Forestier, Germain; Weber, Jonathan; Idoumghar, Lhassane; Muller, Pierre-Alain 16 2019 Exact mean computation in dynamic time warping spaces. Zbl 1458.62196 Brill, Markus; Fluschnik, Till; Froese, Vincent; Jain, Brijnesh; Niedermeier, Rolf; Schultz, David 4 2019 Multi-target prediction: a unifying view on problems and methods. Zbl 1464.62399 Waegeman, Willem; DembczyĹ„ski, Krzysztof; HĂĽllermeier, Eyke 4 2019 A tutorial on statistically sound pattern discovery. Zbl 1464.62305 Hämäläinen, Wilhelmiina; Webb, Geoffrey I. 4 2019 A review on distance based time series classification. Zbl 1458.62191 Abanda, Amaia; Mori, Usue; Lozano, Jose A. 4 2019 Interpretable time series classification using linear models and multi-resolution multi-domain symbolic representations. Zbl 1458.62202 Le Nguyen, Thach; Gsponer, Severin; Ilie, Iulia; O’Reilly, Martin; Ifrim, Georgiana 3 2019 Finding lasting dense subgraphs. Zbl 1458.68145 Semertzidis, Konstantinos; Pitoura, Evaggelia; Terzi, Evimaria; Tsaparas, Panayiotis 3 2019 The decomposed normalized maximum likelihood code-length criterion for selecting hierarchical latent variable models. Zbl 1464.62233 Yamanishi, Kenji; Wu, Tianyi; Sugawara, Shinya; Okada, Makoto 2 2019 Attributed network embedding via subspace discovery. Zbl 1458.68192 Zhang, Daokun; Yin, Jie; Zhu, Xingquan; Zhang, Chengqi 2 2019 Domain agnostic online semantic segmentation for multi-dimensional time series. Zbl 1458.62198 Gharghabi, Shaghayegh; Yeh, Chin-Chia Michael; Ding, Yifei; Ding, Wei; Hibbing, Paul; LaMunion, Samuel; Kaplan, Andrew; Crouter, Scott E.; Keogh, Eamonn 1 2019 Noise-free latent block model for high dimensional data. Zbl 1458.68171 Laclau, Charlotte; Brault, Vincent 1 2019 Model-free inference of diffusion networks using RKHS embeddings. Zbl 1464.62250 Hu, Shoubo; Cautis, Bogdan; Chen, Zhitang; Chan, Laiwan; Geng, Yanhui; He, Xiuqiang 1 2019 Subjectively interesting connecting trees and forests. Zbl 1458.68155 Adriaens, Florian; Lijffijt, Jefrey; De Bie, Tijl 1 2019 Mining skypatterns in fuzzy tensors. Zbl 1458.68176 Nadisic, Nicolas; Coussat, AurĂ©lien; Cerf, LoĂŻc 1 2019 A unifying view of explicit and implicit feature maps of graph kernels. Zbl 1458.68170 Kriege, Nils M.; Neumann, Marion; Morris, Christopher; Kersting, Kristian; Mutzel, Petra 1 2019 Efficient mixture model for clustering of sparse high dimensional binary data. Zbl 1464.62328 Ĺšmieja, Marek; Hajto, Krzysztof; Tabor, Jacek 1 2019 A probabilistic classifier ensemble weighting scheme based on cross-validated accuracy estimates. Zbl 1464.62324 Large, James; Lines, Jason; Bagnall, Anthony 1 2019 Time series joins, motifs, discords and shapelets: a unifying view that exploits the matrix profile. Zbl 1416.62534 Yeh, Chin-Chia Michael; Zhu, Yan; Ulanova, Liudmila; Begum, Nurjahan; Ding, Yifei; Dau, Hoang Anh; Zimmerman, Zachary; Silva, Diego Furtado; Mueen, Abdullah; Keogh, Eamonn 8 2018 Anytime discovery of a diverse set of patterns with Monte Carlo tree search. Zbl 1411.68132 Bosc, Guillaume; Boulicaut, Jean-François; RaĂŻssi, Chedy; Kaytoue, Mehdi 6 2018 Speeding up similarity search under dynamic time warping by pruning unpromising alignments. Zbl 1416.62528 Silva, Diego F.; Giusti, Rafael; Keogh, Eamonn; Batista, Gustavo E. A. P. A. 6 2018 Model-based and actual independence for fairness-aware classification. Zbl 1411.68110 Kamishima, Toshihiro; Akaho, Shotaro; Asoh, Hideki; Sakuma, Jun 5 2018 Extreme-value-theoretic estimation of local intrinsic dimensionality. Zbl 1428.60071 Amsaleg, Laurent; Chelly, Oussama; Furon, Teddy; Girard, StĂ©phane; Houle, Michael E.; Kawarabayashi, Ken-ichi; Nett, Michael 4 2018 Bsig: evaluating the statistical significance of biclustering solutions. Zbl 1416.62340 Henriques, Rui; Madeira, Sara C. 3 2018 Linear regression for uplift modeling. Zbl 1411.68120 RudaĹ›, Krzysztof; Jaroszewicz, Szymon 3 2018 A kernel-based trend pattern tracking system for portfolio optimization. Zbl 1429.91291 Lai, Zhao-Rong; Yang, Pei-Yi; Wu, Xiaotian; Fang, Liangda 2 2018 Anytime parallel density-based clustering. Zbl 1416.62351 Mai, Son T.; Assent, Ira; Jacobsen, Jon; Dieu, Martin Storgaard 2 2018 Scalable and exact sampling method for probabilistic generative graph models. Zbl 1428.62061 Moreno, Sebastian; Pfeiffer, Joseph J. III; Neville, Jennifer 1 2018 Unsupervised meta-path selection for text similarity measure based on heterogeneous information networks. Zbl 1428.68318 Wang, Chenguang; Song, Yangqiu; Li, Haoran; Zhang, Ming; Han, Jiawei 1 2018 Exact variable-length anomaly detection algorithm for univariate and multivariate time series. Zbl 1428.62407 Wang, Xing; Lin, Jessica; Patel, Nital; Braun, Martin 1 2018 Robust graph regularized nonnegative matrix factorization for clustering. Zbl 1411.62168 Huang, Shudong; Wang, Hongjun; Li, Tao; Li, Tianrui; Xu, Zenglin 1 2018 Fast and accurate mining of correlated heavy hitters. Zbl 1411.68098 Epicoco, Italo; Cafaro, Massimo; Pulimeno, Marco 1 2018 Online estimation of discrete, continuous, and conditional joint densities using classifier chains. Zbl 1416.62337 Geilke, Michael; Karwath, Andreas; Frank, Eibe; Kramer, Stefan 1 2018 Social centrality using network hierarchy and community structure. Zbl 1411.91459 Saxena, Rakhi; Kaur, Sharanjit; Bhatnagar, Vasudha 1 2018 Explaining anomalies in groups with characterizing subspace rules. Zbl 1416.62350 Macha, Meghanath; Akoglu, Leman 1 2018 Discovering recurring activity in temporal networks. Zbl 1416.62700 Kostakis, Orestis; Tatti, Nikolaj; Gionis, Aristides 6 2017 Social regularized von Mises-Fisher mixture model for item recommendation. Zbl 1411.68153 Salah, Aghiles; Nadif, Mohamed 4 2017 Ensemble-based community detection in multilayer networks. Zbl 1411.68122 Tagarelli, Andrea; Amelio, Alessia; Gullo, Francesco 4 2017 Classification of high-dimensional evolving data streams via a resource-efficient online ensemble. Zbl 1411.62175 Zhai, Tingting; Gao, Yang; Wang, Hao; Cao, Longbing 3 2017 Differentially private nearest neighbor classification. Zbl 1411.68104 Gursoy, Mehmet Emre; Inan, Ali; Nergiz, Mehmet Ercan; Saygin, Yucel 3 2017 Retrieving geometric information from images: the case of hand-drawn diagrams. Zbl 1411.68135 Song, Dan; Wang, Dongming; Chen, Xiaoyu 2 2017 The PRIMPING routine – tiling through proximal alternating linearized minimization. Zbl 1409.68233 Hess, Sibylle; Morik, Katharina; Piatkowski, Nico 2 2017 Graph summarization with quality guarantees. Zbl 1411.68089 Riondato, Matteo; GarcĂa-Soriano, David; Bonchi, Francesco 2 2017 On classifier behavior in the presence of mislabeling noise. Zbl 1411.68116 Mirylenka, Katsiaryna; Giannakopoulos, George; Do, Le Minh; Palpanas, Themis 2 2017 Micro-review synthesis for multi-entity summarization. Zbl 1411.68152 Nguyen, Thanh-Son; Lauw, Hady W.; Tsaparas, Panayiotis 2 2017 Identifying consistent statements about numerical data with dispersion-corrected subgroup discovery. Zbl 1411.68095 Boley, Mario; Goldsmith, Bryan R.; Ghiringhelli, Luca M.; Vreeken, Jilles 2 2017 Local community detection in multilayer networks. Zbl 1411.68106 Interdonato, Roberto; Tagarelli, Andrea; Ienco, Dino; Sallaberry, Arnaud; Poncelet, Pascal 2 2017 Measuring and moderating opinion polarization in social networks. Zbl 1411.91457 Matakos, Antonis; Terzi, Evimaria; Tsaparas, Panayiotis 2 2017 Scalable density-based clustering with quality guarantees using random projections. Zbl 1411.62172 Schneider, Johannes; Vlachos, Michail 1 2017 Hierarchical evolving Dirichlet processes for modeling nonlinear evolutionary traces in temporal data. Zbl 1416.62365 Wang, Peng; Zhang, Peng; Zhou, Chuan; Li, Zhao; Yang, Hong 1 2017 Outlying property detection with numerical attributes. Zbl 1416.62275 Angiulli, Fabrizio; Fassetti, Fabio; Manco, Giuseppe; Palopoli, Luigi 1 2017 Evidence-based uncertainty sampling for active learning. Zbl 1411.68121 Sharma, Manali; Bilgic, Mustafa 1 2017 Efficient histogram dictionary learning for text/image modeling and classification. Zbl 1411.68111 Kim, Minyoung 1 2017 SimUSF: an efficient and effective similarity measure that is invariant to violations of the interval scale assumption. Zbl 1416.62335 Fernando, Thilak L.; Webb, Geoffrey I. 1 2017 Discovering rare categories from graph streams. Zbl 1411.68131 Zhou, Dawei; Karthikeyan, Arun; Wang, Kangyang; Cao, Nan; He, Jingrui 1 2017 Multiple Bayesian discriminant functions for high-dimensional massive data classification. Zbl 1416.62368 Zhang, Jianfei; Wang, Shengrui; Chen, Lifei; Gallinari, Patrick 1 2017 Visualizing the behavior and some symmetry properties of Bayesian confirmation measures. Zbl 1416.62064 Celotto, Emilio 1 2017 On searching and indexing sequences of temporal intervals. Zbl 1416.62346 Kostakis, Orestis; Papapetrou, Panagotis 1 2017 Improving time series similarity measures by integrating preprocessing steps. Zbl 1416.62495 Höppner, Frank 1 2017 Tour recommendation for groups. Zbl 1411.90287 Anagnostopoulos, Aris; Atassi, Reem; Becchetti, Luca; Fazzone, Adriano; Silvestri, Fabrizio 1 2017 Lagrangian relaxations for multiple network alignment. Zbl 1412.90029 Malmi, Eric; Chawla, Sanjay; Gionis, Aristides 1 2017 MixedTrails: Bayesian hypothesis comparison on heterogeneous sequential data. Zbl 1416.62459 Becker, Martin; Lemmerich, Florian; Singer, Philipp; Strohmaier, Markus; Hotho, Andreas 1 2017 Fast approximation of betweenness centrality through sampling. Zbl 1411.91458 Riondato, Matteo; Kornaropoulos, Evgenios M. 17 2016 Using dynamic time warping distances as features for improved time series classification. Zbl 1411.62255 Kate, Rohit J. 9 2016 Characterizing concept drift. Zbl 1411.68127 Webb, Geoffrey I.; Hyde, Roy; Cao, Hong; Nguyen, Hai Long; Petitjean, Francois 9 2016 ...and 158 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 2,846 Authors 11 Keogh, Eamonn J. 11 Webb, Geoffrey I. 10 Le Thi, Hoai An 10 Niedermeier, Rolf 10 Pham Dinh Tao 9 Corander, Jukka 8 De Bie, Tijl 8 Epifanio, Irene 8 Nichterlein, AndrĂ© 7 BÄ›lohlávek, Radim 7 Huang, Yakui 7 Jiao, Licheng 7 Pensar, Johan 7 Tatti, Nikolaj 7 Trnecka, Martin 7 van Leeuwen, Matthijs 7 Vreeken, Jilles 6 Bagnall, Anthony J. 6 Bifet, Albert 6 Herrera, Francisco 6 Hullermeier, Eyke 6 Lijffijt, Jefrey 6 Liu, Yufeng 6 Nyman, Henrik 6 Zimek, Arthur 5 Dai, Yu-Hong 5 Dondi, Riccardo 5 Fomin, Fedor V. 5 Froese, Vincent 5 Liu, Xinwei 5 Lu, Jie 5 Petitjean, François 5 Riondato, Matteo 5 Shang, Fanhua 5 Zhao, Hong 4 Bertsimas, Dimitris John 4 Calders, Toon 4 FĂĽrnkranz, Johannes 4 Golovach, Petr A. 4 Koski, Timo J. T. 4 Outrata, Jan 4 Pechenizkiy, Mykola 4 Poncelet, Pascal 4 Purohit, Nidhi 4 Ramon, Jan 4 Shang, Pengjian 4 Tagarelli, Andrea 4 Torra, Vicenç 4 Trafalis, Theodore B. 4 Wan, Zhong 4 Wu, Weili 3 Akrida, Eleni C. 3 Bandyapadhyay, Sayan 3 Beliakov, Gleb 3 Berger, Moritz 3 Berzal, Fernando 3 Bielza, Concha 3 Bredereck, Robert 3 Cornelis, Chris 3 Cubero, Juan-Carlos 3 Cule, Boris 3 da Silva, Murilo V. G. 3 De Baets, Bernard 3 de Lima, Alane M. 3 De Raedt, Luc 3 Del Ser, Javier 3 Duivesteijn, Wouter 3 DĹľeroski, Sašo 3 Goethals, Bart 3 Gullo, Francesco 3 Guo, Qiang 3 Haghir Chehreghani, Mostafa 3 Ho, Vinh Thanh 3 Hyndman, Rob J. 3 Ienco, Dino 3 Jain, Brijnesh J. 3 Kandanaarachchi, Sevvandi 3 Kaytoue, Mehdi 3 Kuznetsov, Sergei O. 3 Larrañaga, Pedro 3 Li, Ting 3 Liang, Jiye 3 Lines, Jason 3 Liu, Bin 3 Liu, Jian-Guo 3 Ma, Qianli 3 Mangasarian, Olvi L. 3 Mertzios, George B. 3 Molter, Hendrik 3 Morik, Katharina 3 Mueen, Abdullah 3 Nadif, Mohamed 3 Napoli, Amedeo 3 Ng, Michael Kwok-Po 3 Papapetrou, Panagiotis 3 Pavlidis, Nicos G. 3 Pensa, Ruggero G. 3 Ponce de Leon Ferreira de Carvalho, AndrĂ© Carlos 3 Puolamäki, Kai 3 Rudin, Cynthia ...and 2,746 more Authors all top 5 Cited in 237 Journals 192 Data Mining and Knowledge Discovery 87 Machine Learning 58 Information Sciences 26 Pattern Recognition 24 Physica A 18 Neural Computation 18 European Journal of Operational Research 17 Advances in Data Analysis and Classification. 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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 The Journal of Artificial Intelligence Research (JAIR) 4 Communications in Nonlinear Science and Numerical Simulation 4 Journal of Systems Science and Complexity 4 Journal of Intelligent and Fuzzy Systems 4 International Journal of Wavelets, Multiresolution and Information Processing 4 International Journal of Computational Intelligence and Applications 4 EURASIP Journal on Advances in Signal Processing 3 ACM Computing Surveys 3 The Annals of Statistics 3 Journal of Classification 3 New Generation Computing 3 Algorithmica 3 Information and Computation 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 Annals of Mathematics and Artificial Intelligence 3 Theory of Computing Systems 3 Nonlinear Dynamics 3 Journal of Graph Algorithms and Applications 3 Computational Geosciences 3 ACM Journal of Experimental Algorithmics 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 Circuits, Systems, and Signal Processing 2 Physica D 2 Optimization 2 Journal of Computer Science and Technology 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 Applied and Computational Harmonic Analysis ...and 137 more Journals all top 5 Cited in 43 Fields 692 Computer science (68-XX) 521 Statistics (62-XX) 157 Operations research, mathematical programming (90-XX) 104 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 88 Combinatorics (05-XX) 65 Numerical analysis (65-XX) 36 Biology and other natural sciences (92-XX) 34 Linear and multilinear algebra; matrix theory (15-XX) 31 Information and communication theory, circuits (94-XX) 23 Probability theory and stochastic processes (60-XX) 22 Systems theory; control (93-XX) 16 Statistical mechanics, structure of matter (82-XX) 11 Dynamical systems and ergodic theory (37-XX) 11 Geophysics (86-XX) 5 Order, lattices, ordered algebraic structures (06-XX) 5 Quantum theory (81-XX) 4 General and overarching topics; collections (00-XX) 4 Calculus of variations and optimal control; optimization (49-XX) 3 Mathematical logic and foundations (03-XX) 3 Real functions (26-XX) 2 Algebraic geometry (14-XX) 2 Partial differential equations (35-XX) 2 Functional analysis (46-XX) 2 Operator theory (47-XX) 2 Differential geometry (53-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 Harmonic analysis on Euclidean spaces (42-XX) 1 Abstract harmonic analysis (43-XX) 1 Integral transforms, operational calculus (44-XX) 1 Geometry (51-XX) 1 General topology (54-XX) 1 Algebraic topology (55-XX) 1 Fluid mechanics (76-XX) 1 Optics, electromagnetic theory (78-XX) Citations by Year