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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: 462 Publications (since 2000)
References Indexed: 424 Publications with 19,989 References.
all top 5

Authors

14 Keogh, Eamonn J.
12 Tatti, Nikolaj
11 Webb, Geoffrey I.
10 Gionis, Aristides
8 De Bie, Tijl
7 Lijffijt, Jefrey
6 Papapetrou, Panagiotis
6 Petitjean, François
6 Vreeken, Jilles
5 Bagnall, Anthony J.
5 Hullermeier, Eyke
5 Li, Tao
5 Pei, Jian
5 Puolamäki, Kai
4 Bifet, Albert
4 Bonchi, Francesco
4 Calders, Toon
4 Davidson, Ian
4 Duivesteijn, Wouter
4 Kersting, Kristian
4 Kim, Minyoung
4 Matakos, Antonis
4 Pechenizkiy, Mykola
4 Provost, Foster
4 Ramon, Jan
4 Yamanishi, Kenji
4 Zimek, Arthur
3 Appice, Annalisa
3 Batista, Gustavo E. A. P. A.
3 Blockeel, Hendrik
3 Campello, Ricardo José Gabrielli Barreto
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 Robardet, Céline
3 Spiliopoulou, Myra
3 Tagarelli, Andrea
3 Terzi, Evimaria
3 Tsaparas, Panayiotis
3 van Leeuwen, Matthijs
3 Waegeman, Willem
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 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 Cerf, Loïc
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 Gámez, José Antonio
2 García-Soriano, David
2 Gharghabi, Shaghayegh
2 Goethals, Bart
2 Gomes, Heitor Murilo
...and 1,124 more Authors

Publications by Year

Citations contained in zbMATH Open

216 Publications have been cited 813 times in 948 Documents Cited by Year
Community discovery using nonnegative matrix factorization. Zbl 1235.68034
Wang, Fei; Li, Tao; Wang, Xin; Zhu, Shenghuo; Ding, Chris
27
2011
Scalable influence maximization for independent cascade model in large-scale social networks. Zbl 1260.91219
Wang, Chi; Chen, Wei; Wang, Yajun
25
2012
Advances in instance selection for instance-based learning algorithms. Zbl 1027.68673
Brighton, Henry; Mellish, Chris
23
2002
Krimp: mining itemsets that compress. Zbl 1235.68071
Vreeken, Jilles; Van Leeuwen, Matthijs; Siebes, Arno
22
2011
A survey of hierarchical classification across different application domains. Zbl 1235.68190
Silla, Carlos N.; Freitas, Alex A.
19
2011
Time series classification with ensembles of elastic distance measures. Zbl 1405.68295
Lines, Jason; Bagnall, Anthony
18
2015
E-commerce recommendation applications. Zbl 1006.68628
Schafer, J. Ben; Konstan, Joseph A.; Riedl, John
17
2001
Detecting group differences: Mining contrast sets. Zbl 0982.68048
Bay, Stephen D.; Pazzani, Michael J.
16
2001
Classification of time series by shapelet transformation. Zbl 1298.62098
Hills, Jon; Lines, Jason; Baranauskas, Edgaras; Mapp, James; Bagnall, Anthony
16
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.
16
2014
The BOSS is concerned with time series classification in the presence of noise. Zbl 1405.68305
Schäfer, Patrick
14
2015
Learning model trees from evolving data streams. Zbl 1235.68158
Ikonomovska, Elena; Gama, João; Džeroski, Sašo
14
2011
Maximum entropy models and subjective interestingness: an application to tiles in binary databases. Zbl 1235.68065
De Bie, Tijl
14
2011
A survey on enhanced subspace clustering. Zbl 1270.68260
Sim, Kelvin; Gopalkrishnan, Vivekanand; Zimek, Arthur; Cong, Gao
11
2013
Fast approximation of betweenness centrality through sampling. Zbl 1411.91458
Riondato, Matteo; Kornaropoulos, Evgenios M.
11
2016
Time series shapelets: a novel technique that allows accurate, interpretable and fast classification. Zbl 1235.68213
Ye, Lexiang; Keogh, Eamonn
11
2011
Summarizing transactional databases with overlapped hyperrectangles. Zbl 1235.68068
Xiang, Yang; Jin, Ruoming; Fuhry, David; Dragan, Feodor F.
11
2011
Descriptive matrix factorization for sustainability. Adopting the principle of opposites. Zbl 1235.62002
Thurau, Christian; Kersting, Kristian; Wahabzada, Mirwaes; Bauckhage, Christian
11
2012
ABACUS: frequent pattern mining-based community discovery in multidimensional networks. Zbl 1281.68173
Berlingerio, Michele; Pinelli, Fabio; Calabrese, Francesco
10
2013
Self-organizing maps by difference of convex functions optimization. Zbl 1342.90147
Le Thi, Hoai An; Nguyen, Manh Cuong
10
2014
Learning Bayesian networks by hill climbing: efficient methods based on progressive restriction of the neighborhood. Zbl 1235.68152
Gámez, José A.; Mateo, Juan L.; Puerta, José M.
10
2011
Manifold elastic net: a unified framework for sparse dimension reduction. Zbl 1235.62097
Zhou, Tianyi; Tao, Dacheng; Wu, Xindong
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
Quadratic regularization projected Barzilai-Borwein method for nonnegative matrix factorization. Zbl 1405.65060
Huang, Yakui; Liu, Hongwei; Zhou, Shuisheng
9
2015
Mining closed strict episodes. Zbl 1260.68346
Tatti, Nikolaj; Cule, Boris
8
2012
Hellinger distance decision trees are robust and skew-insensitive. Zbl 1235.68141
Cieslak, David A.; Hoens, T. Ryan; Chawla, Nitesh V.; Kegelmeyer, W. Philip
8
2012
Adaptive sampling methods for scaling up knowledge discovery algorithms. Zbl 1009.68036
Domingo, Carlos; Gavaldà, Ricard; Watanabe, Osamu
7
2002
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
Leveraging social media networks for classification. Zbl 1235.91150
Tang, Lei; Liu, Huan
7
2011
PUBLIC: A decision tree classifier that integrates building and pruning. Zbl 1060.68589
Rastogi, Rajeev; Shim, Kyuseok
6
2000
Training and assessing classification rules with imbalanced data. Zbl 1281.68198
Menardi, Giovanna; Torelli, Nicola
6
2014
Adaptive evolutionary clustering. Zbl 1281.68200
Xu, Kevin S.; Kliger, Mark; Hero, Alfred O. III
6
2014
Comparing apples and oranges: measuring differences between exploratory data mining results. Zbl 1260.68347
Tatti, Nikolaj; Vreeken, Jilles
6
2012
Using dynamic time warping distances as features for improved time series classification. Zbl 1411.62255
Kate, Rohit J.
6
2016
Characterizing concept drift. Zbl 1411.68127
Webb, Geoffrey I.; Hyde, Roy; Cao, Hong; Nguyen, Hai Long; Petitjean, Francois
6
2016
Optimizing network robustness by edge rewiring: a general framework. Zbl 1409.05190
Chan, Hau; Akoglu, Leman
6
2016
Deep learning for time series classification: a review. Zbl 1458.68196
Ismail Fawaz, Hassan; Forestier, Germain; Weber, Jonathan; Idoumghar, Lhassane; Muller, Pierre-Alain
6
2019
Discovering injective episodes with general partial orders. Zbl 1260.68317
Achar, Avinash; Laxman, Srivatsan; Viswanathan, Raajay; Sastry, P. S.
5
2012
Generalized random shapelet forests. Zbl 1416.62344
Karlsson, Isak; Papapetrou, Panagiotis; Boström, Henrik
5
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
5
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
5
2018
Gaussian bandwidth selection for manifold learning and classification. Zbl 1455.68174
Lindenbaum, Ofir; Salhov, Moshe; Yeredor, Arie; Averbuch, Amir
5
2020
Behavior-based clustering and analysis of interestingness measures for association rule mining. Zbl 1298.68230
Tew, C.; Giraud-Carrier, C.; Tanner, K.; Burton, S.
5
2014
Learning a symbolic representation for multivariate time series classification. Zbl 1403.68181
Baydogan, Mustafa Gokce; Runger, George
5
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
Survey on distance metric learning and dimensionality reduction in data mining. Zbl 1403.68215
Wang, Fei; Sun, Jimeng
5
2015
Subspace clustering of high-dimensional data: a predictive approach. Zbl 1294.68119
McWilliams, Brian; Montana, Giovanni
5
2014
Informix under CONTROL: Online query processing. Zbl 1060.68585
Hellerstein, Joseph M.; Avnur, Ron; Kaman, Vijayshankar
4
2000
Support measures for graph data. Zbl 1235.68200
Vanetik, N.; Shimony, S. E.; Gudes, E.
4
2006
Projective clustering ensembles. Zbl 1267.68181
Gullo, Francesco; Domeniconi, Carlotta; Tagarelli, Andrea
4
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.
4
2013
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
Tensor factorization using auxiliary information. Zbl 1260.68341
Narita, Atsuhiro; Hayashi, Kohei; Tomioka, Ryota; Kashima, Hisashi
4
2012
Clustering large attributed information networks: an efficient incremental computing approach. Zbl 1259.05150
Cheng, Hong; Zhou, Yang; Huang, Xin; Yu, Jeffrey Xu
4
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
4
2016
Classification of streaming time series under more realistic assumptions. Zbl 1411.62254
Hu, Bing; Chen, Yanping; Keogh, Eamonn
4
2016
A distributed approach for graph mining in massive networks. Zbl 1411.68123
Talukder, N.; Zaki, M. J.
4
2016
Social regularized von Mises-Fisher mixture model for item recommendation. Zbl 1411.68153
Salah, Aghiles; Nadif, Mohamed
4
2017
Discovering recurring activity in temporal networks. Zbl 1416.62700
Kostakis, Orestis; Tatti, Nikolaj; Gionis, Aristides
4
2017
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.
4
2018
ROCKET: exceptionally fast and accurate time series classification using random convolutional kernels. Zbl 1460.62144
Dempster, Angus; Petitjean, François; Webb, Geoffrey I.
4
2020
Summarizing numeric spatial data streams by trend cluster discovery. Zbl 1403.68179
Appice, Annalisa; Ciampi, Anna; Malerba, Donato
4
2015
Classifier evaluation and attribute selection against active adversaries. Zbl 1235.62067
Kantarcıoğlu, Murat; Xi, Bowei; Clifton, Chris
4
2011
Fast density-weighted low-rank approximation spectral clustering. Zbl 1235.68187
Shang, Fanhua; Jiao, L. C.; Shi, Jiarong; Gong, Maoguo; Shang, R. H.
4
2011
Measuring the component overlapping in the Gaussian mixture model. Zbl 1235.68194
Sun, Haojun; Wang, Shengrui
4
2011
Efficient prediction algorithms for binary decomposition techniques. Zbl 1235.68180
Park, Sang-Hyeun; Fürnkranz, Johannes
4
2012
ParaMiner: a generic pattern mining algorithm for multi-core architectures. Zbl 1294.68120
Negrevergne, Benjamin; Termier, Alexandre; Rousset, Marie-Christine; Méhaut, Jean-François
4
2014
A unifying view on instance selection. Zbl 0996.68568
Reinartz, Thomas
3
2002
Data mining for measuring and improving the success of web sites. Zbl 1006.68627
Spiliopoulou, Myra; Pohle, Carsten
3
2001
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
An efficiently computable subgraph pattern support measure: counting independent observations. Zbl 1281.68197
Wang, Yuyi; Ramon, Jan; Fannes, Thomas
3
2013
A statistical significance testing approach to mining the most informative set of patterns. Zbl 1281.68188
Lijffijt, Jefrey; Papapetrou, Panagiotis; Puolamäki, Kai
3
2014
Ensemble-based noise detection: noise ranking and visual performance evaluation. Zbl 1281.68193
Sluban, Borut; Gamberger, Dragan; Lavrač, Nada
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
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
Network regression with predictive clustering trees. Zbl 1260.62050
Stojanova, Daniela; Ceci, Michelangelo; Appice, Annalisa; Džeroski, Sašo
3
2012
Learning influence from heterogeneous social networks. Zbl 1260.91218
Liu, Lu; Tang, Jie; Han, Jiawei; Yang, Shiqiang
3
2012
Time series representation and similarity based on local autopatterns. Zbl 1411.68093
Baydogan, Mustafa Gokce; Runger, George
3
2016
Fast exhaustive subgroup discovery with numerical target concepts. Zbl 1411.68113
Lemmerich, Florian; Atzmueller, Martin; Puppe, Frank
3
2016
Top-\(k\) overlapping densest subgraphs. Zbl 1411.68101
Galbrun, Esther; Gionis, Aristides; Tatti, Nikolaj
3
2016
Locating the contagion source in networks with partial timestamps. Zbl 1411.68022
Zhu, Kai; Chen, Zhen; Ying, Lei
3
2016
Scalable time series classification. Zbl 1416.62526
Schäfer, Patrick
3
2016
Ensemble-based community detection in multilayer networks. Zbl 1411.68122
Tagarelli, Andrea; Amelio, Alessia; Gullo, Francesco
3
2017
Model-based and actual independence for fairness-aware classification. Zbl 1411.68110
Kamishima, Toshihiro; Akaho, Shotaro; Asoh, Hideki; Sakuma, Jun
3
2018
TS-CHIEF: a scalable and accurate forest algorithm for time series classification. Zbl 1435.62031
Shifaz, Ahmed; Pelletier, Charlotte; Petitjean, François; Webb, Geoffrey I.
3
2020
Multi-target prediction: a unifying view on problems and methods. Zbl 1464.62399
Waegeman, Willem; Dembczyński, Krzysztof; Hüllermeier, Eyke
3
2019
FastEE: fast ensembles of elastic distances for time series classification. Zbl 1464.62395
Tan, Chang Wei; Petitjean, François; Webb, Geoffrey I.
3
2020
Discovering episodes with compact minimal windows. Zbl 1298.68247
Tatti, Nikolaj
3
2014
MassExodus: modeling evolving networks in harsh environments. Zbl 1405.68251
Navlakha, Saket; Faloutsos, Christos; Bar-Joseph, Ziv
3
2015
Efficient and effective community search. Zbl 1405.68235
Barbieri, Nicola; Bonchi, Francesco; Galimberti, Edoardo; Gullo, Francesco
3
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
3
2011
Mixed-membership naive Bayes models. Zbl 1235.62070
Shan, Hanhuai; Banerjee, Arindam
3
2011
DHCC: divisive hierarchical clustering of categorical data. Zbl 1235.68208
Xiong, Tengke; Wang, Shengrui; Mayers, André; Monga, Ernest
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
Interesting pattern mining in multi-relational data. Zbl 1294.68073
Spyropoulou, Eirini; De Bie, Tijl; Boley, Mario
3
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
Personalization of supermarket product recommendations. Zbl 1006.68630
Lawrence, R. D.; Almasi, G. S.; Kotlyar, V.; Viveros, M. S.; Duri, S. S.
2
2001
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
A survey of community detection methods in multilayer networks. Zbl 1472.68143
Huang, Xinyu; Chen, Dongming; Ren, Tao; Wang, Dongqi
1
2021
For real: a thorough look at numeric attributes in subgroup discovery. Zbl 1472.68150
Meeng, Marvin; Knobbe, Arno
1
2021
The great multivariate time series classification bake off: a review and experimental evaluation of recent algorithmic advances. Zbl 1478.62267
Pasos Ruiz, Alejandro; Flynn, Michael; Large, James; Middlehurst, Matthew; Bagnall, Anthony
1
2021
Time series motifs discovery under DTW allows more robust discovery of conserved structure. Zbl 1478.62245
Alaee, Sara; Mercer, Ryan; Kamgar, Kaveh; Keogh, Eamonn
1
2021
Time series extrinsic regression. Predicting numeric values from time series data. Zbl 1478.62269
Tan, Chang Wei; Bergmeir, Christoph; Petitjean, François; Webb, Geoffrey I.
1
2021
Gaussian bandwidth selection for manifold learning and classification. Zbl 1455.68174
Lindenbaum, Ofir; Salhov, Moshe; Yeredor, Arie; Averbuch, Amir
5
2020
ROCKET: exceptionally fast and accurate time series classification using random convolutional kernels. Zbl 1460.62144
Dempster, Angus; Petitjean, François; Webb, Geoffrey I.
4
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.
3
2020
FastEE: fast ensembles of elastic distances for time series classification. Zbl 1464.62395
Tan, Chang Wei; Petitjean, François; Webb, Geoffrey I.
3
2020
On normalization and algorithm selection for unsupervised outlier detection. Zbl 1464.62281
Kandanaarachchi, Sevvandi; Muñoz, Mario A.; Hyndman, Rob J.; Smith-Miles, Kate
2
2020
Relaxing the strong triadic closure problem for edge strength inference. Zbl 1433.68273
Adriaens, Florian; De Bie, Tijl; Gionis, Aristides; Lijffijt, Jefrey; Matakos, Antonis; Rozenshtein, Polina
1
2020
An efficient \(K\)-means clustering algorithm for tall data. Zbl 1433.68330
Capó, Marco; Pérez, Aritz; Lozano, Jose A.
1
2020
Delayed labelling evaluation for data streams. Zbl 1455.68167
Grzenda, Maciej; Gomes, Heitor Murilo; Bifet, Albert
1
2020
Bayesian mean-parameterized nonnegative binary matrix factorization. Zbl 1460.62037
Lumbreras, Alberto; Filstroff, Louis; Févotte, Cédric
1
2020
SIAS-miner: mining subjectively interesting attributed subgraphs. Zbl 1458.68157
Bendimerad, Anes; Mel, Ahmad; Lijffijt, Jefrey; Plantevit, Marc; Robardet, Céline; De Bie, Tijl
1
2020
Parameterized low-rank binary matrix approximation. Zbl 1458.68075
Fomin, Fedor V.; Golovach, Petr A.; Panolan, Fahad
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
6
2019
Multi-target prediction: a unifying view on problems and methods. Zbl 1464.62399
Waegeman, Willem; Dembczyński, Krzysztof; Hüllermeier, Eyke
3
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
2
2019
Finding lasting dense subgraphs. Zbl 1458.68145
Semertzidis, Konstantinos; Pitoura, Evaggelia; Terzi, Evimaria; Tsaparas, Panayiotis
2
2019
Attributed network embedding via subspace discovery. Zbl 1458.68192
Zhang, Daokun; Yin, Jie; Zhu, Xingquan; Zhang, Chengqi
2
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
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
Śmieja, 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
5
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
5
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.
4
2018
Model-based and actual independence for fairness-aware classification. Zbl 1411.68110
Kamishima, Toshihiro; Akaho, Shotaro; Asoh, Hideki; Sakuma, Jun
3
2018
Bsig: evaluating the statistical significance of biclustering solutions. Zbl 1416.62340
Henriques, Rui; Madeira, Sara C.
2
2018
Anytime parallel density-based clustering. Zbl 1416.62351
Mai, Son T.; Assent, Ira; Jacobsen, Jon; Dieu, Martin Storgaard
2
2018
Linear regression for uplift modeling. Zbl 1411.68120
Rudaś, Krzysztof; Jaroszewicz, Szymon
2
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
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
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
Social centrality using network hierarchy and community structure. Zbl 1411.91459
Saxena, Rakhi; Kaur, Sharanjit; Bhatnagar, Vasudha
1
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
Social regularized von Mises-Fisher mixture model for item recommendation. Zbl 1411.68153
Salah, Aghiles; Nadif, Mohamed
4
2017
Discovering recurring activity in temporal networks. Zbl 1416.62700
Kostakis, Orestis; Tatti, Nikolaj; Gionis, Aristides
4
2017
Ensemble-based community detection in multilayer networks. Zbl 1411.68122
Tagarelli, Andrea; Amelio, Alessia; Gullo, Francesco
3
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
2
2017
Local community detection in multilayer networks. Zbl 1411.68106
Interdonato, Roberto; Tagarelli, Andrea; Ienco, Dino; Sallaberry, Arnaud; Poncelet, Pascal
2
2017
Differentially private nearest neighbor classification. Zbl 1411.68104
Gursoy, Mehmet Emre; Inan, Ali; Nergiz, Mehmet Ercan; Saygin, Yucel
2
2017
Retrieving geometric information from images: the case of hand-drawn diagrams. Zbl 1411.68135
Song, Dan; Wang, Dongming; Chen, Xiaoyu
1
2017
Scalable density-based clustering with quality guarantees using random projections. Zbl 1411.62172
Schneider, Johannes; Vlachos, Michail
1
2017
The PRIMPING routine – tiling through proximal alternating linearized minimization. Zbl 1409.68233
Hess, Sibylle; Morik, Katharina; Piatkowski, Nico
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
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
Multiple Bayesian discriminant functions for high-dimensional massive data classification. Zbl 1416.62368
Zhang, Jianfei; Wang, Shengrui; Chen, Lifei; Gallinari, Patrick
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
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
Identifying consistent statements about numerical data with dispersion-corrected subgroup discovery. Zbl 1411.68095
Boley, Mario; Goldsmith, Bryan R.; Ghiringhelli, Luca M.; Vreeken, Jilles
1
2017
Measuring and moderating opinion polarization in social networks. Zbl 1411.91457
Matakos, Antonis; Terzi, Evimaria; Tsaparas, Panayiotis
1
2017
Fast approximation of betweenness centrality through sampling. Zbl 1411.91458
Riondato, Matteo; Kornaropoulos, Evgenios M.
11
2016
Using dynamic time warping distances as features for improved time series classification. Zbl 1411.62255
Kate, Rohit J.
6
2016
Characterizing concept drift. Zbl 1411.68127
Webb, Geoffrey I.; Hyde, Roy; Cao, Hong; Nguyen, Hai Long; Petitjean, Francois
6
2016
Optimizing network robustness by edge rewiring: a general framework. Zbl 1409.05190
Chan, Hau; Akoglu, Leman
6
2016
Generalized random shapelet forests. Zbl 1416.62344
Karlsson, Isak; Papapetrou, Panagiotis; Boström, Henrik
5
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
4
2016
Classification of streaming time series under more realistic assumptions. Zbl 1411.62254
Hu, Bing; Chen, Yanping; Keogh, Eamonn
4
2016
A distributed approach for graph mining in massive networks. Zbl 1411.68123
Talukder, N.; Zaki, M. J.
4
2016
Time series representation and similarity based on local autopatterns. Zbl 1411.68093
Baydogan, Mustafa Gokce; Runger, George
3
2016
Fast exhaustive subgroup discovery with numerical target concepts. Zbl 1411.68113
Lemmerich, Florian; Atzmueller, Martin; Puppe, Frank
3
2016
Top-\(k\) overlapping densest subgraphs. Zbl 1411.68101
Galbrun, Esther; Gionis, Aristides; Tatti, Nikolaj
3
2016
Locating the contagion source in networks with partial timestamps. Zbl 1411.68022
Zhu, Kai; Chen, Zhen; Ying, Lei
3
2016
Scalable time series classification. Zbl 1416.62526
Schäfer, Patrick
3
2016
Link prediction using time series of neighborhood-based node similarity scores. Zbl 1411.62268
Güneş, İsmail; Gündüz-Öğüdücü, Şule; Çataltepe, Zehra
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
Identifying correlated heavy-hitters in a two-dimensional data stream. Zbl 1411.68112
Lahiri, Bibudh; Mukherjee, Arko Provo; Tirthapura, Srikanta
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
Skopus: mining top-\(k\) sequential patterns under leverage. Zbl 1411.68119
Petitjean, François; Li, Tao; Tatti, Nikolaj; Webb, Geoffrey I.
1
2016
Mining rooted ordered trees under subtree homeomorphism. Zbl 1411.68105
Haghir Chehreghani, Mostafa; Bruynooghe, Maurice
1
2016
Exact and efficient top-\(K\) inference for multi-target prediction by querying separable linear relational models. Zbl 1416.62541
Stock, Michiel; Dembczyński, Krzysztof; De Baets, Bernard; Waegeman, Willem
1
2016
Generalized Gini correlation and its application in data-mining. Zbl 1416.62315
Gao, Yi; Jiang, Wenxin; Tanner, Martin A.
1
2016
Discovering outlying aspects in large datasets. Zbl 1416.62280
Nguyen Xuan Vinh; Chan, Jeffrey; Romano, Simone; Bailey, James; Leckie, Christopher; Ramamohanarao, Kotagiri; Pei, Jian
1
2016
Time series classification with ensembles of elastic distance measures. Zbl 1405.68295
Lines, Jason; Bagnall, Anthony
18
2015
The BOSS is concerned with time series classification in the presence of noise. Zbl 1405.68305
Schäfer, Patrick
14
2015
Quadratic regularization projected Barzilai-Borwein method for nonnegative matrix factorization. Zbl 1405.65060
Huang, Yakui; Liu, Hongwei; Zhou, Shuisheng
9
2015
Learning a symbolic representation for multivariate time series classification. Zbl 1403.68181
Baydogan, Mustafa Gokce; Runger, George
5
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
Survey on distance metric learning and dimensionality reduction in data mining. Zbl 1403.68215
Wang, Fei; Sun, Jimeng
5
2015
Summarizing numeric spatial data streams by trend cluster discovery. Zbl 1403.68179
Appice, Annalisa; Ciampi, Anna; Malerba, Donato
4
2015
MassExodus: modeling evolving networks in harsh environments. Zbl 1405.68251
Navlakha, Saket; Faloutsos, Christos; Bar-Joseph, Ziv
3
2015
Efficient and effective community search. Zbl 1405.68235
Barbieri, Nicola; Bonchi, Francesco; Galimberti, Edoardo; Gullo, Francesco
3
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
2
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
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
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Cited by 2,362 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
7 Bělohlávek, Radim
7 Jiao, Licheng
7 Nichterlein, André
7 Tatti, Nikolaj
7 Trnecka, Martin
7 Vreeken, Jilles
6 Bagnall, Anthony J.
6 Bifet, Albert
6 Epifanio, Irene
6 Herrera, Francisco
6 Hullermeier, Eyke
6 Pensar, Johan
6 Zimek, Arthur
5 Dai, Yu-Hong
5 Lijffijt, Jefrey
5 Liu, Xinwei
5 Liu, Yufeng
5 Lu, Jie
5 Nyman, Henrik
5 Petitjean, François
5 Shang, Fanhua
5 van Leeuwen, Matthijs
4 Calders, Toon
4 Fürnkranz, Johannes
4 Guo, Qiang
4 Huang, Yakui
4 Koski, Timo J. T.
4 Liu, Jian Guo
4 Outrata, Jan
4 Pechenizkiy, Mykola
4 Poncelet, Pascal
4 Tagarelli, Andrea
4 Torra, Vicenç
4 Trafalis, Theodore B.
4 Wu, Weili
3 Beliakov, Gleb
3 Berzal, Fernando
3 Bredereck, Robert
3 Cornelis, Chris
3 Cubero, Juan-Carlos
3 Cule, Boris
3 De Baets, Bernard
3 De Raedt, Luc
3 Duivesteijn, Wouter
3 Džeroski, Sašo
3 Goethals, Bart
3 Gullo, Francesco
3 Ho, Vinh Thanh
3 Hyndman, Rob J.
3 Ienco, Dino
3 Kandanaarachchi, Sevvandi
3 Kuznetsov, Sergei O.
3 Liang, Jiye
3 Lines, Jason
3 Mangasarian, Olvi L.
3 Nadif, Mohamed
3 Ng, Michael Kwok-Po
3 Ramon, Jan
3 Rudin, Cynthia
3 Sánchez, Daniel Eduardo
3 Shang, Pengjian
3 Srinivasan, Ashwin
3 Tao, Dacheng
3 Tran, Thi Thuy
3 Wang, Jun
3 Wu, Xindong
3 Yu, Hwanjo
3 Zeng, Donglin
3 Zhang, Guangquan
3 Zhang, Hongchao
3 Zhao, Hong
3 Zhou, Qing
3 Zhu, Ji
3 Zhu, Yuqing
2 Achar, Avinash
2 Akrida, Eleni C.
2 Aloise, Daniel
2 Alonso-Barba, Juan I.
2 Appice, Annalisa
2 Atzmüller, Martin
2 Banerjee, Arindam
2 Baydogan, Mustafa Gokce
2 Benati, Stefano
2 Bentert, Matthias
2 Bergamini, Elisabetta
2 Berger, Moritz
2 Bielza, Concha
2 Bioch, Jan C.
2 Blanchard, Simon J.
2 Blockeel, Hendrik
2 Boley, Mario
2 Boongoen, Tossapon
2 Boulle, Marc
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Cited in 213 Journals

162 Data Mining and Knowledge Discovery
69 Machine Learning
40 Information Sciences
26 Pattern Recognition
23 Physica A
18 European Journal of Operational Research
17 Neural Computation
15 Advances in Data Analysis and Classification. ADAC
13 International Journal of Approximate Reasoning
11 Theoretical Computer Science
10 Optimization Methods & Software
10 Soft Computing
9 Statistical Science
9 Computational Statistics and Data Analysis
9 Mathematical Problems in Engineering
9 Statistics and Computing
8 Artificial Intelligence
8 Annals of Operations Research
8 Journal of Machine Learning Research (JMLR)
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 Statistical Analysis and Data Mining
6 Neural Networks
6 Computational Statistics
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 Electronic Journal of Statistics
6 The Annals of Applied Statistics
5 International Journal of Systems Science
5 Fuzzy Sets and Systems
5 Journal of Global Optimization
5 Communications in Statistics. Theory and Methods
5 The Journal of Artificial Intelligence Research (JAIR)
5 Journal of Combinatorial Optimization
5 Statistical Methods and Applications
5 International Journal of Information Technology & Decision Making
5 Journal of Computational and Graphical Statistics
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 Journal of Mathematical Imaging and Vision
4 SIAM Journal on Scientific Computing
4 International Journal of Computer Vision
4 INFORMS Journal on Computing
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 Chaos, Solitons and Fractals
3 The Annals of Statistics
3 Journal of Classification
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 International Journal of Bifurcation and Chaos in Applied Sciences and Engineering
3 Advances in Computational Mathematics
3 Communications in Nonlinear Science and Numerical Simulation
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
2 Journal of Computational Physics
2 Physics Reports
2 Scandinavian Journal of Statistics
2 Journal of Computational and Applied Mathematics
2 Circuits, Systems, and Signal Processing
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 Mathematical Programming. Series A. Series B
2 Test
2 Annals of Mathematics and Artificial Intelligence
2 Complexity
2 Bernoulli
2 Nonlinear Dynamics
2 Wuhan University Journal of Natural Sciences (WUJNS)
2 Fundamenta Informaticae
2 Optimization and Engineering
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Cited in 37 Fields

574 Computer science (68-XX)
423 Statistics (62-XX)
129 Operations research, mathematical programming (90-XX)
80 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
67 Combinatorics (05-XX)
66 Numerical analysis (65-XX)
28 Biology and other natural sciences (92-XX)
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27 Information and communication theory, circuits (94-XX)
22 Statistical mechanics, structure of matter (82-XX)
19 Systems theory; control (93-XX)
16 Probability theory and stochastic processes (60-XX)
10 Geophysics (86-XX)
8 Dynamical systems and ergodic theory (37-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 Quantum theory (81-XX)
2 Mathematical logic and foundations (03-XX)
2 Real functions (26-XX)
2 Partial differential equations (35-XX)
2 Functional analysis (46-XX)
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2 Mechanics of deformable solids (74-XX)
2 Astronomy and astrophysics (85-XX)
2 Mathematics education (97-XX)
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1 Optics, electromagnetic theory (78-XX)

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