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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: 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

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 José 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 Dembczyński, 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 Džeroski, Sašo
...and 1,251 more Authors

Publications by Year

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, João; Džeroski, 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. Zbl 1458.68196
Ismail Fawaz, Hassan; Forestier, Germain; Weber, Jonathan; Idoumghar, Lhassane; Muller, Pierre-Alain
16
2019
The BOSS is concerned with time series classification in the presence of noise. Zbl 1405.68305
Schäfer, Patrick
16
2015
Descriptive matrix factorization for sustainability. Adopting the principle of opposites. Zbl 1235.62002
Thurau, Christian; Kersting, Kristian; Wahabzada, Mirwaes; Bauckhage, Christian
15
2012
Quadratic regularization projected Barzilai-Borwein method for nonnegative matrix factorization. Zbl 1405.65060
Huang, Yakui; Liu, Hongwei; Zhou, Shuisheng
14
2015
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.
13
2011
A survey on enhanced subspace clustering. Zbl 1270.68260
Sim, Kelvin; Gopalkrishnan, Vivekanand; Zimek, Arthur; Cong, Gao
13
2013
Time series shapelets: a novel technique that allows accurate, interpretable and fast classification. Zbl 1235.68213
Ye, Lexiang; Keogh, Eamonn
11
2011
Manifold elastic net: a unified framework for sparse dimension reduction. Zbl 1235.62097
Zhou, Tianyi; Tao, Dacheng; Wu, Xindong
11
2011
Summarizing transactional databases with overlapped hyperrectangles. Zbl 1235.68068
Xiang, Yang; Jin, Ruoming; Fuhry, David; Dragan, Feodor F.
11
2011
Self-organizing maps by difference of convex functions optimization. Zbl 1342.90147
Le Thi, Hoai An; Nguyen, Manh Cuong
11
2014
Hellinger distance decision trees are robust and skew-insensitive. Zbl 1235.68141
Cieslak, David A.; Hoens, T. Ryan; Chawla, Nitesh V.; Kegelmeyer, W. Philip
10
2012
Mining closed strict episodes. Zbl 1260.68346
Tatti, Nikolaj; Cule, Boris
10
2012
ABACUS: frequent pattern mining-based community discovery in multidimensional networks. Zbl 1281.68173
Berlingerio, Michele; Pinelli, Fabio; Calabrese, Francesco
10
2013
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
10
2014
Adaptive sampling methods for scaling up knowledge discovery algorithms. Zbl 1009.68036
Domingo, Carlos; GavaldĂ , Ricard; Watanabe, Osamu
9
2002
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
Gaussian bandwidth selection for manifold learning and classification. Zbl 1455.68174
Lindenbaum, Ofir; Salhov, Moshe; Yeredor, Arie; Averbuch, Amir
9
2020
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
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
Adaptive evolutionary clustering. Zbl 1281.68200
Xu, Kevin S.; Kliger, Mark; Hero, Alfred O. III
8
2014
Leveraging social media networks for classification. Zbl 1235.91150
Tang, Lei; Liu, Huan
7
2011
Behavior-based clustering and analysis of interestingness measures for association rule mining. Zbl 1298.68230
Tew, C.; Giraud-Carrier, C.; Tanner, K.; Burton, S.
7
2014
ROCKET: exceptionally fast and accurate time series classification using random convolutional kernels. Zbl 1460.62144
Dempster, Angus; Petitjean, François; Webb, Geoffrey I.
7
2020
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
7
2016
Classification of streaming time series under more realistic assumptions. Zbl 1411.62254
Hu, Bing; Chen, Yanping; Keogh, Eamonn
7
2016
Optimizing network robustness by edge rewiring: a general framework. Zbl 1409.05190
Chan, Hau; Akoglu, Leman
7
2016
Comparing apples and oranges: measuring differences between exploratory data mining results. Zbl 1260.68347
Tatti, Nikolaj; Vreeken, Jilles
7
2012
Tensor factorization using auxiliary information. Zbl 1260.68341
Narita, Atsuhiro; Hayashi, Kohei; Tomioka, Ryota; Kashima, Hisashi
7
2012
Training and assessing classification rules with imbalanced data. Zbl 1281.68198
Menardi, Giovanna; Torelli, Nicola
7
2014
Survey on distance metric learning and dimensionality reduction in data mining. Zbl 1403.68215
Wang, Fei; Sun, Jimeng
7
2015
Classifier evaluation and attribute selection against active adversaries. Zbl 1235.62067
Kantarcıoğlu, Murat; Xi, Bowei; Clifton, Chris
6
2011
PUBLIC: A decision tree classifier that integrates building and pruning. Zbl 1060.68589
Rastogi, Rajeev; Shim, Kyuseok
6
2000
Subspace clustering of high-dimensional data: a predictive approach. Zbl 1294.68119
McWilliams, Brian; Montana, Giovanni
6
2014
Projective clustering ensembles. Zbl 1267.68181
Gullo, Francesco; Domeniconi, Carlotta; Tagarelli, Andrea
6
2013
Top-\(k\) overlapping densest subgraphs. Zbl 1411.68101
Galbrun, Esther; Gionis, Aristides; Tatti, Nikolaj
6
2016
Discovering recurring activity in temporal networks. Zbl 1416.62700
Kostakis, Orestis; Tatti, Nikolaj; Gionis, Aristides
6
2017
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
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
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.
6
2013
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
6
2015
Efficient prediction algorithms for binary decomposition techniques. Zbl 1235.68180
Park, Sang-Hyeun; FĂĽrnkranz, Johannes
5
2012
ParaMiner: a generic pattern mining algorithm for multi-core architectures. Zbl 1294.68120
Negrevergne, Benjamin; Termier, Alexandre; Rousset, Marie-Christine; Méhaut, Jean-François
5
2014
Unsupervised interaction-preserving discretization of multivariate data. Zbl 1342.62001
Nguyen, Hoang-Vu; Müller, Emmanuel; Vreeken, Jilles; Böhm, Klemens
5
2014
Closed and noise-tolerant patterns in \(n\)-ary relations. Zbl 1267.68176
Cerf, Loïc; Besson, Jérémy; 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, André; 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. H.
4
2011
Measuring the component overlapping in the Gaussian mixture model. Zbl 1235.68194
Sun, Haojun; Wang, Shengrui
4
2011
DHCC: divisive hierarchical clustering of categorical data. Zbl 1235.68208
Xiong, Tengke; Wang, Shengrui; Mayers, André; Monga, Ernest
4
2012
An inductive database system based on virtual mining views. Zbl 1235.68064
Blockeel, Hendrik; Calders, Toon; Fromont, Élisa; Goethals, Bart; Prado, Adriana
4
2012
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
Interesting pattern mining in multi-relational data. Zbl 1294.68073
Spyropoulou, Eirini; De Bie, Tijl; Boley, Mario
4
2014
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
4
2018
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; Dembczyński, Krzysztof; Hüllermeier, 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
Time series representation and similarity based on local autopatterns. Zbl 1411.68093
Baydogan, Mustafa Gokce; Runger, George
4
2016
A distributed approach for graph mining in massive networks. Zbl 1411.68123
Talukder, N.; Zaki, M. J.
4
2016
Scalable time series classification. Zbl 1416.62526
Schäfer, Patrick
4
2016
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
The network-untangling problem: from interactions to activity timelines. Zbl 1472.68120
Rozenshtein, Polina; Tatti, Nikolaj; Gionis, Aristides
4
2021
TS-CHIEF: a scalable and accurate forest algorithm for time series classification. Zbl 1435.62031
Shifaz, Ahmed; Pelletier, Charlotte; Petitjean, François; Webb, Geoffrey I.
4
2020
Summarizing categorical data by clustering attributes. Zbl 1260.68339
Mampaey, Michael; Vreeken, Jilles
4
2013
An efficiently computable subgraph pattern support measure: counting independent observations. Zbl 1281.68197
Wang, Yuyi; Ramon, Jan; Fannes, Thomas
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.
4
2013
Summarizing numeric spatial data streams by trend cluster discovery. Zbl 1403.68179
Appice, Annalisa; Ciampi, Anna; Malerba, Donato
4
2015
Mixed-membership naive Bayes models. Zbl 1235.62070
Shan, Hanhuai; Banerjee, Arindam
3
2011
All normalized anti-monotonic overlap graph measures are bounded. Zbl 1235.68135
Calders, Toon; Ramon, Jan; Van Dyck, Dries
3
2011
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
3
2012
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
Mint: MDL-based approach for mining interesting numerical pattern sets. Zbl 1494.68223
Makhalova, Tatiana; Kuznetsov, Sergei O.; Napoli, Amedeo
3
2022
Robust regression via error tolerance. Zbl 1514.62149
Björklund, Anton; Henelius, Andreas; Oikarinen, Emilia; Kallonen, Kimmo; Puolamäki, Kai
2
2022
Interpreting deep learning models with marginal attribution by conditioning on quantiles. Zbl 1507.68272
Merz, Michael; Richman, Ronald; Tsanakas, Andreas; WĂĽthrich, Mario V.
2
2022
The minimum description length principle for pattern mining: a survey. Zbl 1509.68240
Galbrun, Esther
1
2022
Grouped feature importance and combined features effect plot. Zbl 1507.68240
Au, Quay; Herbinger, Julia; Stachl, Clemens; Bischl, Bernd; Casalicchio, Giuseppe
1
2022
SPEck: mining statistically-significant sequential patterns efficiently with exact sampling. Zbl 1507.68287
Jenkins, Steedman; Walzer-Goldfeld, Stefan; Riondato, Matteo
1
2022
Cost-sensitive ensemble learning: a unifying framework. Zbl 1494.68227
Petrides, George; Verbeke, Wouter
1
2022
An efficient procedure for mining egocentric temporal motifs. Zbl 1497.91240
Longa, Antonio; Cencetti, Giulia; Lepri, Bruno; Passerini, Andrea
1
2022
The network-untangling problem: from interactions to activity timelines. Zbl 1472.68120
Rozenshtein, Polina; Tatti, Nikolaj; Gionis, Aristides
4
2021
A survey of community detection methods in multilayer networks. Zbl 1472.68143
Huang, Xinyu; Chen, Dongming; Ren, Tao; Wang, Dongqi
3
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
3
2021
An alternating nonmonotone projected Barzilai-Borwein algorithm of nonnegative factorization of big matrices. Zbl 1483.68307
Li, Ting; Tang, Jiayi; Wan, Zhong
2
2021
For real: a thorough look at numeric attributes in subgroup discovery. Zbl 1472.68150
Meeng, Marvin; Knobbe, Arno
2
2021
Sparse randomized shortest paths routing with Tsallis divergence regularization. Zbl 1473.90050
Leleux, Pierre; Courtain, Sylvain; Guex, Guillaume; Saerens, Marco
2
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.
2
2021
BROCCOLI: overlapping and outlier-robust biclustering through proximal stochastic gradient descent. Zbl 1491.62047
Hess, Sibylle; Pio, Gianvito; Hochstenbach, Michiel; Ceci, Michelangelo
2
2021
Detecting virtual concept drift of regressors without ground truth values. Zbl 1473.68158
Oikarinen, Emilia; Tiittanen, Henri; Henelius, Andreas; Puolamäki, Kai
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
Characterizing attitudinal network graphs through frustration cloud. Zbl 1486.91069
Rusnak, Lucas; Tešić, Jelena
1
2021
Gaussian bandwidth selection for manifold learning and classification. Zbl 1455.68174
Lindenbaum, Ofir; Salhov, Moshe; Yeredor, Arie; Averbuch, Amir
9
2020
ROCKET: exceptionally fast and accurate time series classification using random convolutional kernels. Zbl 1460.62144
Dempster, Angus; Petitjean, François; Webb, Geoffrey I.
7
2020
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
TS-CHIEF: a scalable and accurate forest algorithm for time series classification. Zbl 1435.62031
Shifaz, Ahmed; Pelletier, Charlotte; Petitjean, François; Webb, Geoffrey I.
4
2020
FastEE: fast ensembles of elastic distances for time series classification. Zbl 1464.62395
Tan, Chang Wei; Petitjean, François; Webb, Geoffrey I.
3
2020
Bayesian mean-parameterized nonnegative binary matrix factorization. Zbl 1460.62037
Lumbreras, Alberto; Filstroff, Louis; FĂ©votte, CĂ©dric
2
2020
SIAS-miner: mining subjectively interesting attributed subgraphs. Zbl 1458.68157
Bendimerad, Anes; Mel, Ahmad; Lijffijt, Jefrey; Plantevit, Marc; Robardet, CĂ©line; De Bie, Tijl
2
2020
Delayed labelling evaluation for data streams. Zbl 1455.68167
Grzenda, Maciej; Gomes, Heitor Murilo; Bifet, Albert
1
2020
Fair-by-design matching. Zbl 1458.91144
GarcĂ­a-Soriano, David; Bonchi, Francesco
1
2020
Large-scale network motif analysis using compression. Zbl 1455.68134
Bloem, Peter; de Rooij, Steven
1
2020
Introducing time series snippets: a new primitive for summarizing long time series. Zbl 1460.62147
Imani, Shima; Madrid, Frank; Ding, Wei; Crouter, Scott E.; Keogh, Eamonn
1
2020
Mining relaxed functional dependencies from data. Zbl 1458.68047
Caruccio, Loredana; Deufemia, Vincenzo; Polese, Giuseppe
1
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
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; Dembczyński, Krzysztof; Hüllermeier, 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, Aurélien; Cerf, Loïc
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; Raïssi, 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, Stéphane; 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
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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, André
7 Bělohlávek, 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 Džeroski, 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, André Carlos
3 Puolamäki, Kai
3 Rudin, Cynthia
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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. ADAC
16 International Journal of Approximate Reasoning
15 Theoretical Computer Science
11 Soft Computing
11 Journal of Machine Learning Research (JMLR)
10 Neural Networks
10 Annals of Operations Research
10 Optimization Methods & Software
10 Statistics and Computing
9 Journal of Computer and System Sciences
9 Statistical Science
9 Journal of Global Optimization
9 Computational Statistics and Data Analysis
9 Mathematical Problems in Engineering
8 Fuzzy Sets and Systems
8 Journal of the American Statistical Association
8 Computational Optimization and Applications
7 Artificial Intelligence
7 International Journal of General Systems
7 Applied Mathematics and Computation
7 Computing
7 Computational Statistics
7 Communications in Statistics. Theory and Methods
7 International Journal of Computer Mathematics
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
7 Electronic Journal of Statistics
7 The Annals of Applied Statistics
6 Computers & Operations Research
6 Communications in Statistics. Simulation and Computation
6 INFORMS Journal on Computing
6 Journal of Applied Statistics
6 International Journal of Modern Physics C
6 Statistical Methods and Applications
6 Journal of Computational and Graphical Statistics
5 Discrete Applied Mathematics
5 International Journal of Systems Science
5 Information Processing Letters
5 Journal of Combinatorial Optimization
5 Optimization Letters
5 International Journal of Information Technology & Decision Making
5 Algorithms
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4 Biometrical Journal
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4 Journal of Computational and Applied Mathematics
4 International Journal of Production Research
4 JETAI. Journal of Experimental & Theoretical Artificial Intelligence
4 Journal of Statistical Computation and Simulation
4 Journal of Mathematical Imaging and Vision
4 SIAM Journal on Scientific Computing
4 International Journal of Computer Vision
4 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
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2 International Journal of Computational Geometry & Applications
2 International Journal of Foundations of Computer Science
2 Test
2 Applied and Computational Harmonic Analysis
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Cited in 43 Fields

692 Computer science (68-XX)
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