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 |