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zbMATH — the first resource for mathematics

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: 371 Publications (since 2000)
References Indexed: 335 Publications with 15,148 References.
all top 5

Authors

11 Keogh, Eamonn J.
11 Tatti, Nikolaj
8 Webb, Geoffrey I.
7 De Bie, Tijl
7 Gionis, Aristides
6 Lijffijt, Jefrey
6 Vreeken, Jilles
5 Li, Tao
5 Papapetrou, Panagiotis
5 Pei, Jian
5 Petitjean, François
4 Bonchi, Francesco
4 Calders, Toon
4 Kim, Minyoung
4 Provost, Foster
4 Ramon, Jan
4 Zimek, Arthur
3 Bagnall, Anthony J.
3 Batista, Gustavo E. A. P. A.
3 Blockeel, Hendrik
3 Campello, Ricardo José Gabrielli Barreto
3 Davidson, Ian
3 Ferri, César
3 Giudici, Paolo
3 Gullo, Francesco
3 Han, Jiawei
3 Hernández-Orallo, Jose
3 Hu, Bing
3 Hullermeier, Eyke
3 Ienco, Dino
3 Iwata, Tomoharu
3 Kersting, Kristian
3 Kostakis, Orestis
3 Lim, Ee-Peng
3 Lines, Jason
3 Meo, Rosa
3 Mueen, Abdullah
3 Puolamäki, Kai
3 Robardet, Céline
3 Tagarelli, Andrea
3 Terzi, Evimaria
3 Tsaparas, Panayiotis
3 Wang, Shengrui
3 Yamanishi, Kenji
3 Zhu, Xingquan
2 Adriaens, Florian
2 Akoglu, Leman
2 Angiulli, Fabrizio
2 Antunes, Cláudia M.
2 Appice, Annalisa
2 Assent, Ira
2 Baydogan, Mustafa Gokce
2 Bielza, Concha
2 Böhm, Klemens
2 Boley, Mario
2 Boulicaut, Jean-François
2 Cao, Nan
2 Cerf, Loïc
2 Chen, Yanping
2 Chen, Zheng
2 Crouter, Scott E.
2 Cule, Boris
2 Davis, Jesse
2 Dembczyński, Krzysztof
2 Ding, Wei
2 Ding, Yifei
2 Domeniconi, Carlotta
2 Domingo-Ferrer, Josep
2 Duivesteijn, Wouter
2 Džeroski, Sašo
2 Fassetti, Fabio
2 Flach, Peter A.
2 Fromont, Élisa
2 Gallinari, Patrick
2 Gama, João
2 García-Soriano, David
2 Goethals, Bart
2 Hajian, Sara
2 Hao, Yuan
2 He, Jingrui
2 Heckerman, David E.
2 Henriques, Rui
2 Hero, Alfred O. III
2 Kashima, Hisashi
2 Kegelmeyer, W. Philip
2 Klami, Arto
2 Kliger, Mark
2 Lawrence, Richard D.
2 Lemmerich, Florian
2 Liu, Hongwei
2 Lozano, Jose A.
2 Madeira, Sara C.
2 Malerba, Donato
2 Malmi, Eric
2 Matakos, Antonis
2 Miettinen, Pauli
2 Müller, Emmanuel
2 Nguyen, Hoang-Vu
2 Niedermeier, Rolf
2 Palpanas, Themis
...and 878 more Authors

Publications by Year

Citations contained in zbMATH Open

162 Publications have been cited 583 times in 763 Documents Cited by Year
Advances in instance selection for instance-based learning algorithms. Zbl 1027.68673
Brighton, Henry; Mellish, Chris
21
2002
Krimp: mining itemsets that compress. Zbl 1235.68071
Vreeken, Jilles; Van Leeuwen, Matthijs; Siebes, Arno
21
2011
Scalable influence maximization for independent cascade model in large-scale social networks. Zbl 1260.91219
Wang, Chi; Chen, Wei; Wang, Yajun
18
2012
E-commerce recommendation applications. Zbl 1006.68628
Schafer, J. Ben; Konstan, Joseph A.; Riedl, John
17
2001
Community discovery using nonnegative matrix factorization. Zbl 1235.68034
Wang, Fei; Li, Tao; Wang, Xin; Zhu, Shenghuo; Ding, Chris
16
2011
Time series classification with ensembles of elastic distance measures. Zbl 1405.68295
Lines, Jason; Bagnall, Anthony
13
2015
Classification of time series by shapelet transformation. Zbl 1298.62098
Hills, Jon; Lines, Jason; Baranauskas, Edgaras; Mapp, James; Bagnall, Anthony
12
2014
Detecting group differences: Mining contrast sets. Zbl 0982.68048
Bay, Stephen D.; Pazzani, Michael J.
12
2001
A survey of hierarchical classification across different application domains. Zbl 1235.68190
Silla, Carlos N.; Freitas, Alex A.
12
2011
Maximum entropy models and subjective interestingness: an application to tiles in binary databases. Zbl 1235.68065
De Bie, Tijl
12
2011
A survey on enhanced subspace clustering. Zbl 1270.68260
Sim, Kelvin; Gopalkrishnan, Vivekanand; Zimek, Arthur; Cong, Gao
11
2013
ABACUS: frequent pattern mining-based community discovery in multidimensional networks. Zbl 1281.68173
Berlingerio, Michele; Pinelli, Fabio; Calabrese, Francesco
10
2013
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, Vinícius M. A.
10
2014
The BOSS is concerned with time series classification in the presence of noise. Zbl 1405.68305
Schäfer, Patrick
10
2015
Time series shapelets: a novel technique that allows accurate, interpretable and fast classification. Zbl 1235.68213
Ye, Lexiang; Keogh, Eamonn
10
2011
Manifold elastic net: a unified framework for sparse dimension reduction. Zbl 1235.62097
Zhou, Tianyi; Tao, Dacheng; Wu, Xindong
10
2011
Learning model trees from evolving data streams. Zbl 1235.68158
Ikonomovska, Elena; Gama, João; Džeroski, Sašo
10
2011
Summarizing transactional databases with overlapped hyperrectangles. Zbl 1235.68068
Xiang, Yang; Jin, Ruoming; Fuhry, David; Dragan, Feodor F.
10
2011
Likelihood-based data squashing: A modeling approach to instance construction. Zbl 0996.68564
Madigan, David; Raghavan, Nandini; Dumouchel, William; Nason, Martha; Posse, Christian; Ridgeway, Greg
9
2002
Self-organizing maps by difference of convex functions optimization. Zbl 1342.90147
Le Thi, Hoai An; Nguyen, Manh Cuong
9
2014
Descriptive matrix factorization for sustainability. Adopting the principle of opposites. Zbl 1235.62002
Thurau, Christian; Kersting, Kristian; Wahabzada, Mirwaes; Bauckhage, Christian
9
2012
Mining closed strict episodes. Zbl 1260.68346
Tatti, Nikolaj; Cule, Boris
8
2012
Local outlier detection reconsidered: a generalized view on locality with applications to spatial, video, and network outlier detection. Zbl 1281.68192
Schubert, Erich; Zimek, Arthur; Kriegel, Hans-Peter
7
2014
Learning Bayesian networks by hill climbing: efficient methods based on progressive restriction of the neighborhood. Zbl 1235.68152
Gámez, José A.; Mateo, Juan L.; Puerta, José M.
7
2011
Adaptive sampling methods for scaling up knowledge discovery algorithms. Zbl 1009.68036
Domingo, Carlos; Gavaldà, Ricard; Watanabe, Osamu
6
2002
Comparing apples and oranges: measuring differences between exploratory data mining results. Zbl 1260.68347
Tatti, Nikolaj; Vreeken, Jilles
6
2012
Optimizing network robustness by edge rewiring: a general framework. Zbl 1409.05190
Chan, Hau; Akoglu, Leman
6
2016
Adaptive evolutionary clustering. Zbl 1281.68200
Xu, Kevin S.; Kliger, Mark; Hero, Alfred O. III
5
2014
Subspace clustering of high-dimensional data: a predictive approach. Zbl 1294.68119
McWilliams, Brian; Montana, Giovanni
5
2014
PUBLIC: A decision tree classifier that integrates building and pruning. Zbl 1060.68589
Rastogi, Rajeev; Shim, Kyuseok
5
2000
Discovering injective episodes with general partial orders. Zbl 1260.68317
Achar, Avinash; Laxman, Srivatsan; Viswanathan, Raajay; Sastry, P. S.
5
2012
Labeled directed acyclic graphs: a generalization of context-specific independence in directed graphical models. Zbl 1403.68206
Pensar, Johan; Nyman, Henrik; Koski, Timo; Corander, Jukka
5
2015
Quadratic regularization projected Barzilai-Borwein method for nonnegative matrix factorization. Zbl 1405.65060
Huang, Yakui; Liu, Hongwei; Zhou, Shuisheng
5
2015
Hellinger distance decision trees are robust and skew-insensitive. Zbl 1235.68141
Cieslak, David A.; Hoens, T. Ryan; Chawla, Nitesh V.; Kegelmeyer, W. Philip
5
2012
Using dynamic time warping distances as features for improved time series classification. Zbl 1411.62255
Kate, Rohit J.
5
2016
The effect of homogeneity on the computational complexity of combinatorial data anonymization. Zbl 1281.68120
Bredereck, Robert; Nichterlein, André; Niedermeier, Rolf; Philip, Geevarghese
4
2014
Behavior-based clustering and analysis of interestingness measures for association rule mining. Zbl 1298.68230
Tew, C.; Giraud-Carrier, C.; Tanner, K.; Burton, S.
4
2014
Informix under CONTROL: Online query processing. Zbl 1060.68585
Hellerstein, Joseph M.; Avnur, Ron; Kaman, Vijayshankar
4
2000
Projective clustering ensembles. Zbl 1267.68181
Gullo, Francesco; Domeniconi, Carlotta; Tagarelli, Andrea
4
2013
Survey on distance metric learning and dimensionality reduction in data mining. Zbl 1403.68215
Wang, Fei; Sun, Jimeng
4
2015
Leveraging social media networks for classification. Zbl 1235.91150
Tang, Lei; Liu, Huan
4
2011
Fast approximation of betweenness centrality through sampling. Zbl 1411.91458
Riondato, Matteo; Kornaropoulos, Evgenios M.
4
2016
Training and assessing classification rules with imbalanced data. Zbl 1281.68198
Menardi, Giovanna; Torelli, Nicola
3
2014
A statistical significance testing approach to mining the most informative set of patterns. Zbl 1281.68188
Lijffijt, Jefrey; Papapetrou, Panagiotis; Puolamäki, Kai
3
2014
Repeated labeling using multiple noisy labelers. Zbl 1281.68184
Ipeirotis, Panagiotis G.; Provost, Foster; Sheng, Victor S.; Wang, Jing
3
2014
Cluster ensemble selection based on relative validity indexes. Zbl 1284.68503
Naldi, M. C.; Carvalho, A. C. P. L. F.; Campello, R. J. G. B.
3
2013
ParaMiner: a generic pattern mining algorithm for multi-core architectures. Zbl 1294.68120
Negrevergne, Benjamin; Termier, Alexandre; Rousset, Marie-Christine; Méhaut, Jean-François
3
2014
Interesting pattern mining in multi-relational data. Zbl 1294.68073
Spyropoulou, Eirini; De Bie, Tijl; Boley, Mario
3
2014
Discovering episodes with compact minimal windows. Zbl 1298.68247
Tatti, Nikolaj
3
2014
Support measures for graph data. Zbl 1235.68200
Vanetik, N.; Shimony, S. E.; Gudes, E.
3
2006
A unifying view on instance selection. Zbl 0996.68568
Reinartz, Thomas
3
2002
A preconditioned conjugate gradient algorithm for GeneRank with application to microarray data mining. Zbl 1260.68351
Wu, Gang; Xu, Wei; Zhang, Ying; Wei, Yimin
3
2013
Summarizing categorical data by clustering attributes. Zbl 1260.68339
Mampaey, Michael; Vreeken, Jilles
3
2013
Tensor factorization using auxiliary information. Zbl 1260.68341
Narita, Atsuhiro; Hayashi, Kohei; Tomioka, Ryota; Kashima, Hisashi
3
2012
Network regression with predictive clustering trees. Zbl 1260.62050
Stojanova, Daniela; Ceci, Michelangelo; Appice, Annalisa; Džeroski, Sašo
3
2012
Clustering large attributed information networks: an efficient incremental computing approach. Zbl 1259.05150
Cheng, Hong; Zhou, Yang; Huang, Xin; Yu, Jeffrey Xu
3
2012
Closed and noise-tolerant patterns in \(n\)-ary relations. Zbl 1267.68176
Cerf, Loïc; Besson, Jérémy; Nguyen, Kim-Ngan T.; Boulicaut, Jean-François
3
2013
Summarizing numeric spatial data streams by trend cluster discovery. Zbl 1403.68179
Appice, Annalisa; Ciampi, Anna; Malerba, Donato
3
2015
Learning a symbolic representation for multivariate time series classification. Zbl 1403.68181
Baydogan, Mustafa Gokce; Runger, George
3
2015
Classifier evaluation and attribute selection against active adversaries. Zbl 1235.62067
Kantarcıoğlu, Murat; Xi, Bowei; Clifton, Chris
3
2011
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
3
2011
Mixed-membership naive Bayes models. Zbl 1235.62070
Shan, Hanhuai; Banerjee, Arindam
3
2011
Fast density-weighted low-rank approximation spectral clustering. Zbl 1235.68187
Shang, Fanhua; Jiao, L. C.; Shi, Jiarong; Gong, Maoguo; Shang, R. H.
3
2011
Measuring the component overlapping in the Gaussian mixture model. Zbl 1235.68194
Sun, Haojun; Wang, Shengrui
3
2011
Efficient prediction algorithms for binary decomposition techniques. Zbl 1235.68180
Park, Sang-Hyeun; Fürnkranz, Johannes
3
2012
An inductive database system based on virtual mining views. Zbl 1235.68064
Blockeel, Hendrik; Calders, Toon; Fromont, Élisa; Goethals, Bart; Prado, Adriana
3
2012
Exceptional model mining. Exceptional model mining, supervised descriptive local pattern mining with complex target concepts. Zbl 1411.68096
Duivesteijn, Wouter; Feelders, Ad J.; Knobbe, Arno
3
2016
Generalized random shapelet forests. Zbl 1416.62344
Karlsson, Isak; Papapetrou, Panagiotis; Boström, Henrik
3
2016
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
3
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.
3
2018
Gaussian bandwidth selection for manifold learning and classification. Zbl 1455.68174
Lindenbaum, Ofir; Salhov, Moshe; Yeredor, Arie; Averbuch, Amir
3
2020
A framework for semi-supervised and unsupervised optimal extraction of clusters from hierarchies. Zbl 1281.68175
Campello, R. J. G. B.; Moulavi, D.; Zimek, A.; Sander, J.
2
2013
An efficiently computable subgraph pattern support measure: counting independent observations. Zbl 1281.68197
Wang, Yuyi; Ramon, Jan; Fannes, Thomas
2
2013
On constrained spectral clustering and its applications. Zbl 1281.68196
Wang, Xiang; Qian, Buyue; Davidson, Ian
2
2014
Generalized Dirichlet priors for naïve Bayesian classifiers with multinomial models in document classification. Zbl 1281.68199
Wong, Tzu-Tsung
2
2014
Ensemble-based noise detection: noise ranking and visual performance evaluation. Zbl 1281.68193
Sluban, Borut; Gamberger, Dragan; Lavrač, Nada
2
2014
G-Tries: a data structure for storing and finding subgraphs. Zbl 1281.68087
Ribeiro, Pedro; Silva, Fernando
2
2014
Assessing the quality of multilevel graph clustering. Zbl 1298.68226
Queyroi, François; Delest, Maylis; Fédou, Jean-Marc; Melançon, Guy
2
2014
Discovering interesting patterns for investment decision making with GLOWER – a genetic learner overlaid with entropy reduction. Zbl 1060.68582
Dhar, Vasant; Chou, Dashin; Provost, Foster
2
2000
Visualization and analysis of clickstream data of online stores for understanding web merchandising. Zbl 1006.68631
Lee, Juhnyoung; Podlaseck, Mark; Schonberg, Edith; Hoch, Robert
2
2001
Data mining for measuring and improving the success of web sites. Zbl 1006.68627
Spiliopoulou, Myra; Pohle, Carsten
2
2001
A practical approximation algorithm for optimal \(k\)-anonymity. Zbl 1260.68466
Kenig, Batya; Tassa, Tamir
2
2012
Solving non-negative matrix factorization by alternating least squares with a modified strategy. Zbl 1267.68186
Liu, Hongwei; Li, Xiangli; Zheng, Xiuyun
2
2013
Representations for multi-document event clustering. Zbl 1267.68179
De Smet, Wim; Moens, Marie-Francine
2
2013
Approximating the crowd. Zbl 1342.68267
Ertekin, Şeyda; Rudin, Cynthia; Hirsh, Haym
2
2014
Mining outlying aspects on numeric data. Zbl 1405.68285
Duan, Lei; Tang, Guanting; Pei, Jian; Bailey, James; Campbell, Akiko; Tang, Changjie
2
2015
Ranking episodes using a partition model. Zbl 1405.68308
Tatti, Nikolaj
2
2015
Efficient and effective community search. Zbl 1405.68235
Barbieri, Nicola; Bonchi, Francesco; Galimberti, Edoardo; Gullo, Francesco
2
2015
A general framework for never-ending learning from time series streams. Zbl 1405.68281
Chen, Yanping; Hao, Yuan; Rakthanmanon, Thanawin; Zakaria, Jesin; Hu, Bing; Keogh, Eamonn
2
2015
A disk-aware algorithm for time series motif discovery. Zbl 1235.68063
Mueen, Abdullah; Keogh, Eamonn; Zhu, Qiang; Cash, Sydney S.; Westover, M. Brandon
2
2011
Mining frequent itemsets over distributed data streams by continuously maintaining a global synopsis. Zbl 1235.68202
Wang, En Tzu; Chen, Arbee L. P.
2
2011
All normalized anti-monotonic overlap graph measures are bounded. Zbl 1235.68135
Calders, Toon; Ramon, Jan; Van Dyck, Dries
2
2011
DHCC: divisive hierarchical clustering of categorical data. Zbl 1235.68208
Xiong, Tengke; Wang, Shengrui; Mayers, André; Monga, Ernest
2
2012
Survey on mining subjective data on the web. Zbl 1235.68039
Tsytsarau, Mikalai; Palpanas, Themis
2
2012
Mining the semantic web statistical learning for next generation knowledge bases. Zbl 1235.68228
Rettinger, Achim; Lösch, Uta; Tresp, Volker; D’amato, Claudia; Fanizzi, Nicola
2
2012
Classification of streaming time series under more realistic assumptions. Zbl 1411.62254
Hu, Bing; Chen, Yanping; Keogh, Eamonn
2
2016
Time series representation and similarity based on local autopatterns. Zbl 1411.68093
Baydogan, Mustafa Gokce; Runger, George
2
2016
Characterizing concept drift. Zbl 1411.68127
Webb, Geoffrey I.; Hyde, Roy; Cao, Hong; Nguyen, Hai Long; Petitjean, Francois
2
2016
Top-\(k\) overlapping densest subgraphs. Zbl 1411.68101
Galbrun, Esther; Gionis, Aristides; Tatti, Nikolaj
2
2016
Locating the contagion source in networks with partial timestamps. Zbl 1411.68022
Zhu, Kai; Chen, Zhen; Ying, Lei
2
2016
Gaussian bandwidth selection for manifold learning and classification. Zbl 1455.68174
Lindenbaum, Ofir; Salhov, Moshe; Yeredor, Arie; Averbuch, Amir
3
2020
TS-CHIEF: a scalable and accurate forest algorithm for time series classification. Zbl 1435.62031
Shifaz, Ahmed; Pelletier, Charlotte; Petitjean, François; Webb, Geoffrey I.
1
2020
An efficient \(K\)-means clustering algorithm for tall data. Zbl 1433.68330
Capó, Marco; Pérez, Aritz; Lozano, Jose A.
1
2020
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
3
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.
3
2018
Bsig: evaluating the statistical significance of biclustering solutions. Zbl 1416.62340
Henriques, Rui; Madeira, Sara C.
2
2018
Model-based and actual independence for fairness-aware classification. Zbl 1411.68110
Kamishima, Toshihiro; Akaho, Shotaro; Asoh, Hideki; Sakuma, Jun
2
2018
Robust graph regularized nonnegative matrix factorization for clustering. Zbl 1411.62168
Huang, Shudong; Wang, Hongjun; Li, Tao; Li, Tianrui; Xu, Zenglin
1
2018
Anytime discovery of a diverse set of patterns with Monte Carlo tree search. Zbl 1411.68132
Bosc, Guillaume; Boulicaut, Jean-François; Raïssi, Chedy; Kaytoue, Mehdi
1
2018
Anytime parallel density-based clustering. Zbl 1416.62351
Mai, Son T.; Assent, Ira; Jacobsen, Jon; Dieu, Martin Storgaard
1
2018
Linear regression for uplift modeling. Zbl 1411.68120
Rudaś, Krzysztof; Jaroszewicz, Szymon
1
2018
Social centrality using network hierarchy and community structure. Zbl 1411.91459
Saxena, Rakhi; Kaur, Sharanjit; Bhatnagar, Vasudha
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
Extreme-value-theoretic estimation of local intrinsic dimensionality. Zbl 1428.60071
Amsaleg, Laurent; Chelly, Oussama; Furon, Teddy; Girard, Stéphane; Houle, Michael E.; Kawarabayashi, Ken-ichi; Nett, Michael
1
2018
Ensemble-based community detection in multilayer networks. Zbl 1411.68122
Tagarelli, Andrea; Amelio, Alessia; Gullo, Francesco
2
2017
Discovering recurring activity in temporal networks. Zbl 1416.62700
Kostakis, Orestis; Tatti, Nikolaj; Gionis, Aristides
2
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
On classifier behavior in the presence of mislabeling noise. Zbl 1411.68116
Mirylenka, Katsiaryna; Giannakopoulos, George; Do, Le Minh; Palpanas, Themis
1
2017
Improving time series similarity measures by integrating preprocessing steps. Zbl 1416.62495
Höppner, Frank
1
2017
Social regularized von Mises-Fisher mixture model for item recommendation. Zbl 1411.68153
Salah, Aghiles; Nadif, Mohamed
1
2017
Lagrangian relaxations for multiple network alignment. Zbl 1412.90029
Malmi, Eric; Chawla, Sanjay; Gionis, Aristides
1
2017
Local community detection in multilayer networks. Zbl 1411.68106
Interdonato, Roberto; Tagarelli, Andrea; Ienco, Dino; Sallaberry, Arnaud; Poncelet, Pascal
1
2017
Measuring and moderating opinion polarization in social networks. Zbl 1411.91457
Matakos, Antonis; Terzi, Evimaria; Tsaparas, Panayiotis
1
2017
Optimizing network robustness by edge rewiring: a general framework. Zbl 1409.05190
Chan, Hau; Akoglu, Leman
6
2016
Using dynamic time warping distances as features for improved time series classification. Zbl 1411.62255
Kate, Rohit J.
5
2016
Fast approximation of betweenness centrality through sampling. Zbl 1411.91458
Riondato, Matteo; Kornaropoulos, Evgenios M.
4
2016
Exceptional model mining. Exceptional model mining, supervised descriptive local pattern mining with complex target concepts. Zbl 1411.68096
Duivesteijn, Wouter; Feelders, Ad J.; Knobbe, Arno
3
2016
Generalized random shapelet forests. Zbl 1416.62344
Karlsson, Isak; Papapetrou, Panagiotis; Boström, Henrik
3
2016
Classification of streaming time series under more realistic assumptions. Zbl 1411.62254
Hu, Bing; Chen, Yanping; Keogh, Eamonn
2
2016
Time series representation and similarity based on local autopatterns. Zbl 1411.68093
Baydogan, Mustafa Gokce; Runger, George
2
2016
Characterizing concept drift. Zbl 1411.68127
Webb, Geoffrey I.; Hyde, Roy; Cao, Hong; Nguyen, Hai Long; Petitjean, Francois
2
2016
Top-\(k\) overlapping densest subgraphs. Zbl 1411.68101
Galbrun, Esther; Gionis, Aristides; Tatti, Nikolaj
2
2016
Locating the contagion source in networks with partial timestamps. Zbl 1411.68022
Zhu, Kai; Chen, Zhen; Ying, Lei
2
2016
Scalable time series classification. Zbl 1416.62526
Schäfer, Patrick
2
2016
An efficient exact algorithm for triangle listing in large graphs. Zbl 1411.68086
Lagraa, Sofiane; Seba, Hamida
2
2016
Decomposition-by-normalization (DBN): leveraging approximate functional dependencies for efficient CP and Tucker decompositions. Zbl 1409.68236
Kim, Mijung; Candan, K. Selçuk
1
2016
Instance-level accuracy versus bag-level accuracy in multi-instance learning. Zbl 1411.68125
Vanwinckelen, Gitte; Tragante do O, Vinicius; Fierens, Daan; Blockeel, Hendrik
1
2016
SONIC: streaming overlapping community detection. Zbl 1411.68148
Sarıyüce, Ahmet Erdem; Gedik, Buğra; Jacques-Silva, Gabriela; Wu, Kun-Lung; Çatalyürek, Ümit V.
1
2016
A distributed approach for graph mining in massive networks. Zbl 1411.68123
Talukder, N.; Zaki, M. J.
1
2016
Skopus: mining top-\(k\) sequential patterns under leverage. Zbl 1411.68119
Petitjean, François; Li, Tao; Tatti, Nikolaj; Webb, Geoffrey I.
1
2016
Time series classification with ensembles of elastic distance measures. Zbl 1405.68295
Lines, Jason; Bagnall, Anthony
13
2015
The BOSS is concerned with time series classification in the presence of noise. Zbl 1405.68305
Schäfer, Patrick
10
2015
Labeled directed acyclic graphs: a generalization of context-specific independence in directed graphical models. Zbl 1403.68206
Pensar, Johan; Nyman, Henrik; Koski, Timo; Corander, Jukka
5
2015
Quadratic regularization projected Barzilai-Borwein method for nonnegative matrix factorization. Zbl 1405.65060
Huang, Yakui; Liu, Hongwei; Zhou, Shuisheng
5
2015
Survey on distance metric learning and dimensionality reduction in data mining. Zbl 1403.68215
Wang, Fei; Sun, Jimeng
4
2015
Summarizing numeric spatial data streams by trend cluster discovery. Zbl 1403.68179
Appice, Annalisa; Ciampi, Anna; Malerba, Donato
3
2015
Learning a symbolic representation for multivariate time series classification. Zbl 1403.68181
Baydogan, Mustafa Gokce; Runger, George
3
2015
Mining outlying aspects on numeric data. Zbl 1405.68285
Duan, Lei; Tang, Guanting; Pei, Jian; Bailey, James; Campbell, Akiko; Tang, Changjie
2
2015
Ranking episodes using a partition model. Zbl 1405.68308
Tatti, Nikolaj
2
2015
Efficient and effective community search. Zbl 1405.68235
Barbieri, Nicola; Bonchi, Francesco; Galimberti, Edoardo; Gullo, Francesco
2
2015
A general framework for never-ending learning from time series streams. Zbl 1405.68281
Chen, Yanping; Hao, Yuan; Rakthanmanon, Thanawin; Zakaria, Jesin; Hu, Bing; Keogh, Eamonn
2
2015
Using the minimum description length to discover the intrinsic cardinality and dimensionality of time series. Zbl 1403.68190
Hu, Bing; Rakthanmanon, Thanawin; Hao, Yuan; Evans, Scott; Lonardi, Stefano; Keogh, Eamonn
1
2015
Inhibiting diffusion of complex contagions in social networks: theoretical and experimental results. Zbl 1405.91522
Kuhlman, Chris J.; Anil Kumar, V. S.; Marathe, Madhav V.; Ravi, S. S.; Rosenkrantz, Daniel J.
1
2015
Detecting anomaly collections using extreme feature ranks. Zbl 1405.62050
Dai, Hanbo; Zhu, Feida; Lim, Ee-Peng; Pang, HweeHwa
1
2015
On measuring similarity for sequences of itemsets. Zbl 1405.68462
Egho, Elias; Raïssi, Chedy; Calders, Toon; Jay, Nicolas; Napoli, Amedeo
1
2015
Evolutionary soft co-clustering: formulations, algorithms, and applications. Zbl 1405.62087
Zhang, Wenlu; Li, Rongjian; Feng, Daming; Chernikov, Andrey; Chrisochoides, Nikos; Osgood, Christopher; Ji, Shuiwang
1
2015
Finding the longest common sub-pattern in sequences of temporal intervals. Zbl 1405.68464
Kostakis, Orestis; Papapetrou, Panagiotis
1
2015
MassExodus: modeling evolving networks in harsh environments. Zbl 1405.68251
Navlakha, Saket; Faloutsos, Christos; Bar-Joseph, Ziv
1
2015
Size matters: choosing the most informative set of window lengths for mining patterns in event sequences. Zbl 1405.62080
Lijffijt, Jefrey; Papapetrou, Panagiotis; Puolamäki, Kai
1
2015
Classification of time series by shapelet transformation. Zbl 1298.62098
Hills, Jon; Lines, Jason; Baranauskas, Edgaras; Mapp, James; Bagnall, Anthony
12
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, Vinícius M. A.
10
2014
Self-organizing maps by difference of convex functions optimization. Zbl 1342.90147
Le Thi, Hoai An; Nguyen, Manh Cuong
9
2014
Local outlier detection reconsidered: a generalized view on locality with applications to spatial, video, and network outlier detection. Zbl 1281.68192
Schubert, Erich; Zimek, Arthur; Kriegel, Hans-Peter
7
2014
Adaptive evolutionary clustering. Zbl 1281.68200
Xu, Kevin S.; Kliger, Mark; Hero, Alfred O. III
5
2014
Subspace clustering of high-dimensional data: a predictive approach. Zbl 1294.68119
McWilliams, Brian; Montana, Giovanni
5
2014
The effect of homogeneity on the computational complexity of combinatorial data anonymization. Zbl 1281.68120
Bredereck, Robert; Nichterlein, André; Niedermeier, Rolf; Philip, Geevarghese
4
2014
Behavior-based clustering and analysis of interestingness measures for association rule mining. Zbl 1298.68230
Tew, C.; Giraud-Carrier, C.; Tanner, K.; Burton, S.
4
2014
Training and assessing classification rules with imbalanced data. Zbl 1281.68198
Menardi, Giovanna; Torelli, Nicola
3
2014
A statistical significance testing approach to mining the most informative set of patterns. Zbl 1281.68188
Lijffijt, Jefrey; Papapetrou, Panagiotis; Puolamäki, Kai
3
2014
Repeated labeling using multiple noisy labelers. Zbl 1281.68184
Ipeirotis, Panagiotis G.; Provost, Foster; Sheng, Victor S.; Wang, Jing
3
2014
ParaMiner: a generic pattern mining algorithm for multi-core architectures. Zbl 1294.68120
Negrevergne, Benjamin; Termier, Alexandre; Rousset, Marie-Christine; Méhaut, Jean-François
3
2014
Interesting pattern mining in multi-relational data. Zbl 1294.68073
Spyropoulou, Eirini; De Bie, Tijl; Boley, Mario
3
2014
Discovering episodes with compact minimal windows. Zbl 1298.68247
Tatti, Nikolaj
3
2014
On constrained spectral clustering and its applications. Zbl 1281.68196
Wang, Xiang; Qian, Buyue; Davidson, Ian
2
2014
Generalized Dirichlet priors for naïve Bayesian classifiers with multinomial models in document classification. Zbl 1281.68199
Wong, Tzu-Tsung
2
2014
Ensemble-based noise detection: noise ranking and visual performance evaluation. Zbl 1281.68193
Sluban, Borut; Gamberger, Dragan; Lavrač, Nada
2
2014
G-Tries: a data structure for storing and finding subgraphs. Zbl 1281.68087
Ribeiro, Pedro; Silva, Fernando
2
2014
Assessing the quality of multilevel graph clustering. Zbl 1298.68226
Queyroi, François; Delest, Maylis; Fédou, Jean-Marc; Melançon, Guy
2
2014
Approximating the crowd. Zbl 1342.68267
Ertekin, Şeyda; Rudin, Cynthia; Hirsh, Haym
2
2014
Hierarchical co-clustering: off-line and incremental approaches. Zbl 1281.68190
Pensa, Ruggero G.; Ienco, Dino; Meo, Rosa
1
2014
Anomaly detection in large-scale data stream networks. Zbl 1281.68099
Pham, Duc-Son; Venkatesh, Svetha; Lazarescu, Mihai; Budhaditya, Saha
1
2014
Aggregative quantification for regression. Zbl 1281.68172
Bella, Antonio; Ferri, Cèsar; Hernández-Orallo, José; Ramírez-Quintana, María José
1
2014
Generating multiple alternative clusterings via globally optimal subspaces. Zbl 1294.68117
Dang, Xuan Hong; Bailey, James
1
2014
Feature selection for \(k\)-means clustering stability: theoretical analysis and an algorithm. Zbl 1298.68224
Mavroeidis, Dimitrios; Marchiori, Elena
1
2014
Multiple instance learning via Gaussian processes. Zbl 1298.68221
Kim, Minyoung; De la Torre, Fernando
1
2014
Generalization-based privacy preservation and discrimination prevention in data publishing and mining. Zbl 1342.68120
Hajian, Sara; Domingo-Ferrer, Josep; Farràs, Oriol
1
2014
A survey on enhanced subspace clustering. Zbl 1270.68260
Sim, Kelvin; Gopalkrishnan, Vivekanand; Zimek, Arthur; Cong, Gao
11
2013
ABACUS: frequent pattern mining-based community discovery in multidimensional networks. Zbl 1281.68173
Berlingerio, Michele; Pinelli, Fabio; Calabrese, Francesco
10
2013
Projective clustering ensembles. Zbl 1267.68181
Gullo, Francesco; Domeniconi, Carlotta; Tagarelli, Andrea
4
2013
Cluster ensemble selection based on relative validity indexes. Zbl 1284.68503
Naldi, M. C.; Carvalho, A. C. P. L. F.; Campello, R. J. G. B.
3
2013
A preconditioned conjugate gradient algorithm for GeneRank with application to microarray data mining. Zbl 1260.68351
Wu, Gang; Xu, Wei; Zhang, Ying; Wei, Yimin
3
2013
Summarizing categorical data by clustering attributes. Zbl 1260.68339
Mampaey, Michael; Vreeken, Jilles
3
2013
Closed and noise-tolerant patterns in \(n\)-ary relations. Zbl 1267.68176
Cerf, Loïc; Besson, Jérémy; Nguyen, Kim-Ngan T.; Boulicaut, Jean-François
3
2013
A framework for semi-supervised and unsupervised optimal extraction of clusters from hierarchies. Zbl 1281.68175
Campello, R. J. G. B.; Moulavi, D.; Zimek, A.; Sander, J.
2
2013
An efficiently computable subgraph pattern support measure: counting independent observations. Zbl 1281.68197
Wang, Yuyi; Ramon, Jan; Fannes, Thomas
2
2013
Solving non-negative matrix factorization by alternating least squares with a modified strategy. Zbl 1267.68186
Liu, Hongwei; Li, Xiangli; Zheng, Xiuyun
2
2013
Representations for multi-document event clustering. Zbl 1267.68179
De Smet, Wim; Moens, Marie-Francine
2
2013
Fast sequence segmentation using log-linear models. Zbl 1281.68195
Tatti, Nikolaj
1
2013
Nearly exact mining of frequent trees in large networks. Zbl 1281.68166
Kibriya, Ashraf M.; Ramon, Jan
1
2013
...and 62 more Documents
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Cited by 1,913 Authors

9 Le Thi, Hoai An
8 Corander, Jukka
8 Pham Dinh Tao
7 Bělohlávek, Radim
7 De Bie, Tijl
7 Jiao, Licheng
7 Niedermeier, Rolf
7 Tatti, Nikolaj
7 Vreeken, Jilles
6 Keogh, Eamonn J.
6 Nichterlein, André
6 Pensar, Johan
6 Trnecka, Martin
6 Webb, Geoffrey I.
6 Zimek, Arthur
5 Herrera, Francisco
5 Lu, Jie
5 Nyman, Henrik
5 Shang, Fanhua
5 Tagarelli, Andrea
4 Calders, Toon
4 Epifanio, Irene
4 Fürnkranz, Johannes
4 Koski, Timo J. T.
4 Lijffijt, Jefrey
4 Liu, Yufeng
4 Outrata, Jan
4 Petitjean, François
4 Poncelet, Pascal
4 Torra, Vicenç
4 Trafalis, Theodore B.
4 van Leeuwen, Matthijs
4 Wu, Weili
3 Bagnall, Anthony J.
3 Beliakov, Gleb
3 Berzal, Fernando
3 Bredereck, Robert
3 Cornelis, Chris
3 Cubero, Juan-Carlos
3 Cule, Boris
3 Dai, Yu-Hong
3 Džeroski, Sašo
3 Goethals, Bart
3 Gullo, Francesco
3 Guo, Qiang
3 Ho, Vinh Thanh
3 Hullermeier, Eyke
3 Ienco, Dino
3 Liu, Jian Guo
3 Liu, Xinwei
3 Ng, Michael Kwok-Po
3 Ramon, Jan
3 Sánchez, Daniel Eduardo
3 Tao, Dacheng
3 Wu, Xindong
3 Zeng, Donglin
3 Zhang, Guangquan
3 Zhu, Yuqing
2 Achar, Avinash
2 Akrida, Eleni C.
2 Alonso-Barba, Juan I.
2 Appice, Annalisa
2 Banerjee, Arindam
2 Baydogan, Mustafa Gokce
2 Bentert, Matthias
2 Berger, Moritz
2 Bielza, Concha
2 Bifet, Albert
2 Bioch, Jan C.
2 Blockeel, Hendrik
2 Boley, Mario
2 Boongoen, Tossapon
2 Campello, Ricardo José Gabrielli Barreto
2 Carman, Mark J.
2 Carrizosa, Emilio
2 Chaabane, Ikram
2 Chen, Andrew N. K.
2 Chen, Huaihou
2 Cheng, Hong
2 Cheng, Weiwei
2 Corchado, Emilio S.
2 Corchado, Juan Manuel
2 Crouter, Scott E.
2 Davidson, Ian
2 De Baets, Bernard
2 De Raedt, Luc
2 delaOssa, Luis
2 Ding, Wei
2 Ding, Yifei
2 Domeniconi, Carlotta
2 Domingo-Ferrer, Josep
2 Duivesteijn, Wouter
2 Fan, Lidan
2 Ferri, César
2 Fujita, Hamido
2 Gama, João
2 Gámez, José Antonio
2 Garcia, Salvador G.
2 Gorecki, Tomasz T.
2 Groenen, Patrick J. F.
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Cited in 196 Journals

122 Data Mining and Knowledge Discovery
38 Machine Learning
30 Information Sciences
26 Pattern Recognition
16 European Journal of Operational Research
15 Neural Computation
13 Advances in Data Analysis and Classification. ADAC
10 International Journal of Approximate Reasoning
10 Optimization Methods & Software
10 Soft Computing
9 Statistical Science
9 Annals of Operations Research
9 Computational Statistics and Data Analysis
9 Mathematical Problems in Engineering
8 Artificial Intelligence
8 Theoretical Computer Science
8 Journal of Machine Learning Research (JMLR)
8 Statistics and Computing
7 International Journal of General Systems
7 International Journal of Applied Mathematics and Computer Science
7 International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
7 Statistical Analysis and Data Mining
6 Applied Mathematics and Computation
6 Journal of Computer and System Sciences
6 Neural Networks
6 Computational Optimization and Applications
6 International Journal of Modern Physics C
6 The Annals of Applied Statistics
5 International Journal of Systems Science
5 Fuzzy Sets and Systems
5 Journal of Global Optimization
5 Computational Statistics
5 International Journal of Computer Mathematics
5 Electronic Journal of Statistics
5 International Journal of Information Technology & Decision Making
4 Information Processing Letters
4 Biometrical Journal
4 Biometrics
4 Journal of the American Statistical Association
4 International Journal of Production Research
4 Computers & Operations Research
4 JETAI. Journal of Experimental & Theoretical Artificial Intelligence
4 Communications in Statistics. Simulation and Computation
4 Communications in Statistics. Theory and Methods
4 SIAM Journal on Scientific Computing
4 International Journal of Computer Vision
4 Journal of Combinatorial Optimization
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
4 Computer Science Review
3 ACM Computing Surveys
3 Discrete Applied Mathematics
3 Physica A
3 The Annals of Statistics
3 Computing
3 New Generation Computing
3 Journal of Statistical Computation and Simulation
3 Proceedings of the National Academy of Sciences of the United States of America
3 Journal of Mathematical Imaging and Vision
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 International Journal of Wavelets, Multiresolution and Information Processing
3 Statistical Methods and Applications
3 Computational & Mathematical Methods in Medicine
3 Mathematical Geosciences
2 Scandinavian Journal of Statistics
2 Circuits, Systems, and Signal Processing
2 Journal of Classification
2 Optimization
2 Journal of Computer Science and Technology
2 International Journal of Intelligent Systems
2 International Journal of Computational Geometry & Applications
2 International Journal of Foundations of Computer Science
2 Mathematical Programming. Series A. Series B
2 The Journal of Artificial Intelligence Research (JAIR)
2 Complexity
2 Bernoulli
2 INFORMS Journal on Computing
2 Nonlinear Dynamics
2 Wuhan University Journal of Natural Sciences (WUJNS)
2 Communications in Nonlinear Science and Numerical Simulation
2 Optimization and Engineering
2 Theory and Practice of Logic Programming
2 Journal of Applied Mathematics
2 Entropy
2 Computational Intelligence
2 International Journal of Computational Methods
2 Acta Numerica
2 Computational Management Science
2 Optimization Letters
2 Signal, Image and Video Processing
2 Networks and Heterogeneous Media
2 Journal of Statistical Theory and Practice
2 Fuzzy Information and Engineering
2 International Journal of Systems Science. Principles and Applications of Systems and Integration
1 International Journal of Modern Physics B
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Cited in 36 Fields

478 Computer science (68-XX)
334 Statistics (62-XX)
110 Operations research, mathematical programming (90-XX)
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59 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
44 Combinatorics (05-XX)
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17 Systems theory; control (93-XX)
16 Probability theory and stochastic processes (60-XX)
8 Geophysics (86-XX)
5 Dynamical systems and ergodic theory (37-XX)
4 Order, lattices, ordered algebraic structures (06-XX)
4 Calculus of variations and optimal control; optimization (49-XX)
3 General and overarching topics; collections (00-XX)
2 Mathematical logic and foundations (03-XX)
2 Real functions (26-XX)
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1 History and biography (01-XX)
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