| nr |
titel |
auteur |
tijdschrift |
jaar |
jaarg. |
afl. |
pagina('s) |
type |
| 1 |
Active learning for hierarchical multi-label classification
|
Nakano, Felipe Kenji
|
|
|
|
5 |
p. 1496-1530
|
artikel
|
| 2 |
A distributed approach for graph mining in massive networks
|
Talukder, N.
|
|
2016
|
|
5 |
p. 1024-1052
|
artikel
|
| 3 |
An alternating nonmonotone projected Barzilai–Borwein algorithm of nonnegative factorization of big matrices
|
Li, Ting
|
|
|
|
5 |
p. 1972-2008
|
artikel
|
| 4 |
Analyzing concept drift and shift from sample data
|
Webb, Geoffrey I.
|
|
2018
|
|
5 |
p. 1179-1199
|
artikel
|
| 5 |
An efficient exact algorithm for triangle listing in large graphs
|
Lagraa, Sofiane
|
|
2016
|
|
5 |
p. 1350-1369
|
artikel
|
| 6 |
Assessing the impact of a health intervention via user-generated Internet content
|
Lampos, Vasileios
|
|
2015
|
|
5 |
p. 1434-1457
|
artikel
|
| 7 |
Attention based adversarially regularized learning for network embedding
|
He, Jieyue
|
|
|
|
5 |
p. 2112-2140
|
artikel
|
| 8 |
AURORA: A Unified fRamework fOR Anomaly detection on multivariate time series
|
Zhang, Lin
|
|
|
|
5 |
p. 1882-1905
|
artikel
|
| 9 |
Bayesian Wishart matrix factorization
|
Luo, Cheng
|
|
2016
|
|
5 |
p. 1166-1191
|
artikel
|
| 10 |
Benchmarking and survey of explanation methods for black box models
|
Bodria, Francesco
|
|
|
|
5 |
p. 1719-1778
|
artikel
|
| 11 |
Beyond rankings: comparing directed acyclic graphs
|
Malmi, Eric
|
|
2015
|
|
5 |
p. 1233-1257
|
artikel
|
| 12 |
Bias characterization, assessment, and mitigation in location-based recommender systems
|
Sánchez, Pablo
|
|
|
|
5 |
p. 1885-1929
|
artikel
|
| 13 |
C-BiLDA extracting cross-lingual topics from non-parallel texts by distinguishing shared from unshared content
|
Heyman, Geert
|
|
2015
|
|
5 |
p. 1299-1323
|
artikel
|
| 14 |
Classification of high-dimensional evolving data streams via a resource-efficient online ensemble
|
Zhai, Tingting
|
|
2017
|
|
5 |
p. 1242-1265
|
artikel
|
| 15 |
Classification with label noise: a Markov chain sampling framework
|
Zhao, Zijin
|
|
2018
|
|
5 |
p. 1468-1504
|
artikel
|
| 16 |
ClusPath: a temporal-driven clustering to infer typical evolution paths
|
Rizoiu, Marian-Andrei
|
|
2015
|
|
5 |
p. 1324-1349
|
artikel
|
| 17 |
Clustering Boolean tensors
|
Metzler, Saskia
|
|
2015
|
|
5 |
p. 1343-1373
|
artikel
|
| 18 |
ColdRoute: effective routing of cold questions in stack exchange sites
|
Sun, Jiankai
|
|
2018
|
|
5 |
p. 1339-1367
|
artikel
|
| 19 |
Counts-of-counts similarity for prediction and search in relational data
|
Jaeger, Manfred
|
|
2019
|
|
5 |
p. 1254-1297
|
artikel
|
| 20 |
Coupled block diagonal regularization for multi-view subspace clustering
|
Chen, Huazhu
|
|
|
|
5 |
p. 1787-1814
|
artikel
|
| 21 |
CrawlSN: community-aware data acquisition with maximum willingness in online social networks
|
Hsu, Bay-Yuan
|
|
|
|
5 |
p. 1589-1620
|
artikel
|
| 22 |
Data-driven detection of counterpressing in professional football
|
Bauer, Pascal
|
|
|
|
5 |
p. 2009-2049
|
artikel
|
| 23 |
Deeply supervised model for click-through rate prediction in sponsored search
|
Gligorijevic, Jelena
|
|
2019
|
|
5 |
p. 1446-1467
|
artikel
|
| 24 |
Deep soccer analytics: learning an action-value function for evaluating soccer players
|
Liu, Guiliang
|
|
|
|
5 |
p. 1531-1559
|
artikel
|
| 25 |
Delayed labelling evaluation for data streams
|
Grzenda, Maciej
|
|
|
|
5 |
p. 1237-1266
|
artikel
|
| 26 |
Differentially Private Distance Learning in Categorical Data
|
Battaglia, Elena
|
|
|
|
5 |
p. 2050-2088
|
artikel
|
| 27 |
Differentially private nearest neighbor classification
|
Gursoy, Mehmet Emre
|
|
2017
|
|
5 |
p. 1544-1575
|
artikel
|
| 28 |
DRESS: dimensionality reduction for efficient sequence search
|
Kotsifakos, Alexios
|
|
2015
|
|
5 |
p. 1280-1311
|
artikel
|
| 29 |
Dynamic graph summarization: a tensor decomposition approach
|
Fernandes, Sofia
|
|
2018
|
|
5 |
p. 1397-1420
|
artikel
|
| 30 |
Dynamic inference of social roles in information cascades
|
Choobdar, Sarvenaz
|
|
2015
|
|
5 |
p. 1152-1177
|
artikel
|
| 31 |
Dynamic self-paced sampling ensemble for highly imbalanced and class-overlapped data classification
|
Zhou, Fang
|
|
|
|
5 |
p. 1601-1622
|
artikel
|
| 32 |
Dynamic slate recommendation with gated recurrent units and Thompson sampling
|
Eide, Simen
|
|
|
|
5 |
p. 1756-1786
|
artikel
|
| 33 |
Effective social post classifiers on top of search interfaces
|
Rivas, Ryan
|
|
|
|
5 |
p. 1809-1829
|
artikel
|
| 34 |
Efficient algorithms for fair clustering with a new notion of fairness
|
Gupta, Shivam
|
|
|
|
5 |
p. 1959-1997
|
artikel
|
| 35 |
Efficient and effective community search
|
Barbieri, Nicola
|
|
2015
|
|
5 |
p. 1406-1433
|
artikel
|
| 36 |
Efficiently summarizing attributed diffusion networks
|
Amiri, Sorour E.
|
|
2018
|
|
5 |
p. 1251-1274
|
artikel
|
| 37 |
EmbAssi: embedding assignment costs for similarity search in large graph databases
|
Bause, Franka
|
|
|
|
5 |
p. 1728-1755
|
artikel
|
| 38 |
Enforcing fairness using ensemble of diverse Pareto-optimal models
|
Guardieiro, Vitória
|
|
|
|
5 |
p. 1930-1958
|
artikel
|
| 39 |
Ensemble-based community detection in multilayer networks
|
Tagarelli, Andrea
|
|
2017
|
|
5 |
p. 1506-1543
|
artikel
|
| 40 |
Ensembles of label noise filters: a ranking approach
|
Garcia, Luís P. F.
|
|
2016
|
|
5 |
p. 1192-1216
|
artikel
|
| 41 |
Exact and efficient top-K inference for multi-target prediction by querying separable linear relational models
|
Stock, Michiel
|
|
2016
|
|
5 |
p. 1370-1394
|
artikel
|
| 42 |
Exceptional spatio-temporal behavior mining through Bayesian non-parametric modeling
|
Du, Xin
|
|
|
|
5 |
p. 1267-1290
|
artikel
|
| 43 |
Explaining anomalies in groups with characterizing subspace rules
|
Macha, Meghanath
|
|
2018
|
|
5 |
p. 1444-1480
|
artikel
|
| 44 |
Exploring variable-length time series motifs in one hundred million length scale
|
Gao, Yifeng
|
|
2018
|
|
5 |
p. 1200-1228
|
artikel
|
| 45 |
Fair-by-design matching
|
García-Soriano, David
|
|
|
|
5 |
p. 1291-1335
|
artikel
|
| 46 |
Fair detection of poisoning attacks in federated learning on non-i.i.d. data
|
Singh, Ashneet Khandpur
|
|
|
|
5 |
p. 1998-2023
|
artikel
|
| 47 |
Fake review detection on online E-commerce platforms: a systematic literature review
|
Paul, Himangshu
|
|
|
|
5 |
p. 1830-1881
|
artikel
|
| 48 |
Fast schemes for online record linkage
|
Karapiperis, Dimitrios
|
|
2018
|
|
5 |
p. 1229-1250
|
artikel
|
| 49 |
Finding lasting dense subgraphs
|
Semertzidis, Konstantinos
|
|
2018
|
|
5 |
p. 1417-1445
|
artikel
|
| 50 |
Finding the longest common sub-pattern in sequences of temporal intervals
|
Kostakis, Orestis
|
|
2015
|
|
5 |
p. 1178-1210
|
artikel
|
| 51 |
Flexible constrained sampling with guarantees for pattern mining
|
Dzyuba, Vladimir
|
|
2017
|
|
5 |
p. 1266-1293
|
artikel
|
| 52 |
FURL: Fixed-memory and uncertainty reducing local triangle counting for multigraph streams
|
Jung, Minsoo
|
|
2019
|
|
5 |
p. 1225-1253
|
artikel
|
| 53 |
Generalization of clustering agreements and distances for overlapping clusters and network communities
|
Rabbany, Reihaneh
|
|
2015
|
|
5 |
p. 1458-1485
|
artikel
|
| 54 |
Generalized random shapelet forests
|
Karlsson, Isak
|
|
2016
|
|
5 |
p. 1053-1085
|
artikel
|
| 55 |
Guest editors introduction: special issue of the ECMLPKDD 2015 journal track
|
Bielza, Concha
|
|
2015
|
|
5 |
p. 1113-1115
|
artikel
|
| 56 |
Guest editors’ introduction to the EcmlPkdd 2016 journal track special issue of Machine Learning
|
Gärtner, Thomas
|
|
2016
|
|
5 |
p. 995-997
|
artikel
|
| 57 |
Human-in-the-loop handling of knowledge drift
|
Bontempelli, Andrea
|
|
|
|
5 |
p. 1865-1884
|
artikel
|
| 58 |
Hydra: competing convolutional kernels for fast and accurate time series classification
|
Dempster, Angus
|
|
|
|
5 |
p. 1779-1805
|
artikel
|
| 59 |
Hyperbolic node embedding for temporal networks
|
Wang, Lili
|
|
|
|
5 |
p. 1906-1940
|
artikel
|
| 60 |
Identifying consistent statements about numerical data with dispersion-corrected subgroup discovery
|
Boley, Mario
|
|
2017
|
|
5 |
p. 1391-1418
|
artikel
|
| 61 |
Introduction to the special issue dedicated to the Journal Track of ECML PKDD 2017
|
Driessens, Kurt
|
|
2017
|
|
5 |
p. 1155-1156
|
artikel
|
| 62 |
Introduction to the special issue for the ECML PKDD 2018 journal track
|
Greene, Derek
|
|
2018
|
|
5 |
p. 1177-1178
|
artikel
|
| 63 |
Introduction to the special issue for the ECML PKDD 2019 journal track
|
Borgwardt, Karsten
|
|
2019
|
|
5 |
p. 1223-1224
|
artikel
|
| 64 |
Introduction to the special issue of the ECML PKDD 2020 journal track
|
Assent, Ira
|
|
|
|
5 |
p. 1235-1236
|
artikel
|
| 65 |
Irrevocable-choice algorithms for sampling from a stream
|
Zhu, Yan
|
|
2016
|
|
5 |
p. 998-1023
|
artikel
|
| 66 |
Knowledge base completion by learning pairwise-interaction differentiated embeddings
|
Zhao, Yu
|
|
2015
|
|
5 |
p. 1486-1504
|
artikel
|
| 67 |
Knowledge graph embedding methods for entity alignment: experimental review
|
Fanourakis, Nikolaos
|
|
|
|
5 |
p. 2070-2137
|
artikel
|
| 68 |
K-plex cover pooling for graph neural networks
|
Bacciu, Davide
|
|
|
|
5 |
p. 2200-2220
|
artikel
|
| 69 |
Lagrangian relaxations for multiple network alignment
|
Malmi, Eric
|
|
2017
|
|
5 |
p. 1331-1358
|
artikel
|
| 70 |
Large-scale network motif analysis using compression
|
Bloem, Peter
|
|
|
|
5 |
p. 1421-1453
|
artikel
|
| 71 |
Linear regression for uplift modeling
|
Rudaś, Krzysztof
|
|
2018
|
|
5 |
p. 1275-1305
|
artikel
|
| 72 |
Link prediction in dynamic networks using random dot product graphs
|
Sanna Passino, Francesco
|
|
|
|
5 |
p. 2168-2199
|
artikel
|
| 73 |
Local community detection in multilayer networks
|
Interdonato, Roberto
|
|
2017
|
|
5 |
p. 1444-1479
|
artikel
|
| 74 |
Locating the contagion source in networks with partial timestamps
|
Zhu, Kai
|
|
2015
|
|
5 |
p. 1217-1248
|
artikel
|
| 75 |
MassExodus: modeling evolving networks in harsh environments
|
Navlakha, Saket
|
|
2014
|
|
5 |
p. 1211-1232
|
artikel
|
| 76 |
Measuring and moderating opinion polarization in social networks
|
Matakos, Antonis
|
|
2017
|
|
5 |
p. 1480-1505
|
artikel
|
| 77 |
Micro-review synthesis for multi-entity summarization
|
Nguyen, Thanh-Son
|
|
2017
|
|
5 |
p. 1189-1217
|
artikel
|
| 78 |
Mining outlying aspects on numeric data
|
Duan, Lei
|
|
2015
|
|
5 |
p. 1116-1151
|
artikel
|
| 79 |
Mining rooted ordered trees under subtree homeomorphism
|
Haghir Chehreghani, Mostafa
|
|
2015
|
|
5 |
p. 1249-1272
|
artikel
|
| 80 |
Mining skypatterns in fuzzy tensors
|
Nadisic, Nicolas
|
|
2019
|
|
5 |
p. 1298-1322
|
artikel
|
| 81 |
MixedTrails: Bayesian hypothesis comparison on heterogeneous sequential data
|
Becker, Martin
|
|
2017
|
|
5 |
p. 1359-1390
|
artikel
|
| 82 |
MrTF: model refinery for transductive federated learning
|
Li, Xin-Chun
|
|
|
|
5 |
p. 2046-2069
|
artikel
|
| 83 |
Multi-location visibility query processing using portion-based transactional modeling and pattern mining
|
Gangumalla, Lakshmi
|
|
2019
|
|
5 |
p. 1393-1416
|
artikel
|
| 84 |
MultiRocket: multiple pooling operators and transformations for fast and effective time series classification
|
Tan, Chang Wei
|
|
|
|
5 |
p. 1623-1646
|
artikel
|
| 85 |
Multiscale event detection in social media
|
Dong, Xiaowen
|
|
2015
|
|
5 |
p. 1374-1405
|
artikel
|
| 86 |
Neural content-aware collaborative filtering for cold-start music recommendation
|
Magron, Paul
|
|
|
|
5 |
p. 1971-2005
|
artikel
|
| 87 |
On temporal-constrained sub-trajectory cluster analysis
|
Pelekis, Nikos
|
|
2017
|
|
5 |
p. 1294-1330
|
artikel
|
| 88 |
Optimizing network robustness by edge rewiring: a general framework
|
Chan, Hau
|
|
2016
|
|
5 |
p. 1395-1425
|
artikel
|
| 89 |
Parameterizing the cost function of dynamic time warping with application to time series classification
|
Herrmann, Matthieu
|
|
|
|
5 |
p. 2024-2045
|
artikel
|
| 90 |
ParCorr: efficient parallel methods to identify similar time series pairs across sliding windows
|
Yagoubi, Djamel Edine
|
|
2018
|
|
5 |
p. 1481-1507
|
artikel
|
| 91 |
Ranking episodes using a partition model
|
Tatti, Nikolaj
|
|
2015
|
|
5 |
p. 1312-1342
|
artikel
|
| 92 |
Robust active attacks on social graphs
|
Mauw, Sjouke
|
|
2019
|
|
5 |
p. 1357-1392
|
artikel
|
| 93 |
Robust subgroup discovery
|
Proença, Hugo M.
|
|
|
|
5 |
p. 1885-1970
|
artikel
|
| 94 |
ROCKET: exceptionally fast and accurate time series classification using random convolutional kernels
|
Dempster, Angus
|
|
|
|
5 |
p. 1454-1495
|
artikel
|
| 95 |
Scalable attack on graph data by injecting vicious nodes
|
Wang, Jihong
|
|
|
|
5 |
p. 1363-1389
|
artikel
|
| 96 |
Scalable time series classification
|
Schäfer, Patrick
|
|
2015
|
|
5 |
p. 1273-1298
|
artikel
|
| 97 |
Selego: robust variate selection for accurate time series forecasting
|
Tiwaskar, Manoj
|
|
|
|
5 |
p. 2141-2167
|
artikel
|
| 98 |
Simple and effective neural-free soft-cluster embeddings for item cold-start recommendations
|
Puthiya Parambath, Shameem A.
|
|
|
|
5 |
p. 1560-1588
|
artikel
|
| 99 |
Skopus: Mining top-k sequential patterns under leverage
|
Petitjean, François
|
|
2016
|
|
5 |
p. 1086-1111
|
artikel
|
| 100 |
Social centrality using network hierarchy and community structure
|
Saxena, Rakhi
|
|
2018
|
|
5 |
p. 1421-1443
|
artikel
|
| 101 |
Social norm bias: residual harms of fairness-aware algorithms
|
Cheng, Myra
|
|
|
|
5 |
p. 1858-1884
|
artikel
|
| 102 |
Social regularized von Mises–Fisher mixture model for item recommendation
|
Salah, Aghiles
|
|
2017
|
|
5 |
p. 1218-1241
|
artikel
|
| 103 |
SOKNL: A novel way of integrating K-nearest neighbours with adaptive random forest regression for data streams
|
Sun, Yibin
|
|
|
|
5 |
p. 2006-2032
|
artikel
|
| 104 |
Structure learning for relational logistic regression: an ensemble approach
|
Ramanan, Nandini
|
|
|
|
5 |
p. 2089-2111
|
artikel
|
| 105 |
TCMI: a non-parametric mutual-dependence estimator for multivariate continuous distributions
|
Regler, Benjamin
|
|
|
|
5 |
p. 1815-1864
|
artikel
|
| 106 |
TEASER: early and accurate time series classification
|
Schäfer, Patrick
|
|
|
|
5 |
p. 1336-1362
|
artikel
|
| 107 |
Temporal density extrapolation using a dynamic basis approach
|
Krempl, G.
|
|
2019
|
|
5 |
p. 1323-1356
|
artikel
|
| 108 |
Temporal stability in predictive process monitoring
|
Teinemaa, Irene
|
|
2018
|
|
5 |
p. 1306-1338
|
artikel
|
| 109 |
The best privacy defense is a good privacy offense: obfuscating a search engine user’s profile
|
Wicker, Jörg
|
|
2017
|
|
5 |
p. 1419-1443
|
artikel
|
| 110 |
The minimum description length principle for pattern mining: a survey
|
Galbrun, Esther
|
|
|
|
5 |
p. 1679-1727
|
artikel
|
| 111 |
TIRPClo: efficient and complete mining of time intervals-related patterns
|
Harel, Omer
|
|
|
|
5 |
p. 1806-1857
|
artikel
|
| 112 |
Top-k overlapping densest subgraphs
|
Galbrun, Esther
|
|
2016
|
|
5 |
p. 1134-1165
|
artikel
|
| 113 |
Tour recommendation for groups
|
Anagnostopoulos, Aris
|
|
2016
|
|
5 |
p. 1157-1188
|
artikel
|
| 114 |
Tractome: a visual data mining tool for brain connectivity analysis
|
Porro-Muñoz, Diana
|
|
2015
|
|
5 |
p. 1258-1279
|
artikel
|
| 115 |
Treant: training evasion-aware decision trees
|
Calzavara, Stefano
|
|
|
|
5 |
p. 1390-1420
|
artikel
|
| 116 |
TSK-Streams: learning TSK fuzzy systems for regression on data streams
|
Shaker, Ammar
|
|
|
|
5 |
p. 1941-1971
|
artikel
|
| 117 |
Using core-periphery structure to predict high centrality nodes in time-varying networks
|
Sarkar, Soumya
|
|
2018
|
|
5 |
p. 1368-1396
|
artikel
|
| 118 |
Using regression makes extraction of shared variation in multiple datasets easy
|
Korpela, Jussi
|
|
2016
|
|
5 |
p. 1112-1133
|
artikel
|
| 119 |
VPint: value propagation-based spatial interpolation
|
Arp, Laurens
|
|
|
|
5 |
p. 1647-1678
|
artikel
|
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