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ORCIDData Mining and Knowledge Discovery, Volume 32
Volume 32, Number 1, January 2018
- Bin Xia, Tao Li, Qianmu Li, Hong Zhang:
Noise-tolerance matrix completion for location recommendation. 1-24 - Jellis Vanhoeyveld
, David Martens:
Imbalanced classification in sparse and large behaviour datasets. 25-82 - Chin-Chia Michael Yeh, Yan Zhu, Liudmila Ulanova, Nurjahan Begum, Yifei Ding, Hoang Anh Dau, Zachary Zimmerman, Diego Furtado Silva, Abdullah Mueen, Eamonn J. Keogh:
Time series joins, motifs, discords and shapelets: a unifying view that exploits the matrix profile. 83-123 - Rui Henriques, Sara C. Madeira:
BSig: evaluating the statistical significance of biclustering solutions. 124-161 - Italo Epicoco, Massimo Cafaro, Marco Pulimeno:
Fast and accurate mining of correlated heavy hitters. 162-186 - Fabricio Murai, Diogo Rennó, Bruno Ribeiro, Gisele L. Pappa, Don Towsley, Krista Gile:
Selective harvesting over networks. 187-217 - Pierre Baldi:
The inner and outer approaches to the design of recursive neural architectures. 218-230 - Ling Jian, Jundong Li, Huan Liu:
Toward online node classification on streaming networks. 231-257 - Toshihiro Kamishima, Shotaro Akaho, Hideki Asoh, Jun Sakuma:
Model-based and actual independence for fairness-aware classification. 258-286
Volume 32, Number 2, March 2018
- Duc Minh Luu, Ee-Peng Lim:
Do your friends make you buy this brand? - Modeling social recommendation with topics and brands. 287-319 - Ramesh Baral, Tao Li:
Exploiting the roles of aspects in personalized POI recommender systems. 320-343 - Thorsteinn S. Rögnvaldsson, Slawomir Nowaczyk, Stefan Byttner, Rune Prytz, Magnus Svensson:
Self-monitoring for maintenance of vehicle fleets. 344-384 - Hongfu Liu, Ming Shao, Sheng Li, Yun Fu:
Infinite ensemble clustering. 385-416 - Aditya Tayal, Thomas F. Coleman, Yuying Li:
Bounding the difference between RankRC and RankSVM and application to multi-level rare class kernel ranking. 417-452 - Deena P. Francis, Kumudha Raimond:
An improvement of the parameterized frequent directions algorithm. 453-482 - Shudong Huang, Hongjun Wang, Tao Li, Tianrui Li, Zenglin Xu:
Robust graph regularized nonnegative matrix factorization for clustering. 483-503 - Giovanni Micale, Rosalba Giugno, Alfredo Ferro, Misael Mongiovì, Dennis E. Shasha, Alfredo Pulvirenti:
Fast analytical methods for finding significant labeled graph motifs. 504-531 - Slimane Bellaouar, Hadda Cherroun, Djelloul Ziadi:
Efficient geometric-based computation of the string subsequence kernel. 532-559
Volume 32, Number 3, May 2018
- Michael Geilke, Andreas Karwath, Eibe Frank, Stefan Kramer:
Online estimation of discrete, continuous, and conditional joint densities using classifier chains. 561-603 - Guillaume Bosc, Jean-François Boulicaut, Chedy Raïssi, Mehdi Kaytoue:
Anytime discovery of a diverse set of patterns with Monte Carlo tree search. 604-650 - Fabian Lecron, François Fouss:
An optimization model for collaborative recommendation using a covariance-based regularizer. 651-674 - Wenyu Zhang, Zhenjiang Zhang, Han-Chieh Chao, Fan-Hsun Tseng:
Kernel mixture model for probability density estimation in Bayesian classifiers. 675-707 - Trung Dong Huynh, Mark Ebden, Joel E. Fischer, Stephen J. Roberts, Luc Moreau:
Provenance Network Analytics - An approach to data analytics using data provenance. 708-735 - Editor's Note: Special Section on Data Mining for Smart Cities. 736
- Aris Anagnostopoulos, Fabio Petroni, Mara Sorella:
Targeted interest-driven advertising in cities using Twitter. 737-763 - Joan Capdevila, Jesús Cerquides, Jordi Torres:
Mining urban events from the tweet stream through a probabilistic mixture model. 764-786 - Luca Pappalardo, Filippo Simini:
Data-driven generation of spatio-temporal routines in human mobility. 787-829 - Sofiane Abbar, Tahar Zanouda, Javier Borge-Holthoefer:
Structural robustness and service reachability in urban settings. 830-847
Volume 32, Number 4, July 2018
- Md. Abul Bashar, Yuefeng Li:
Interpretation of text patterns. 849-884 - Yi-Kun Tang, Xianling Mao, Heyan Huang:
Labeled Phrase Latent Dirichlet Allocation and its online learning algorithm. 885-912 - Irma Ravkic, Martin Znidarsic, Jan Ramon, Jesse Davis:
Graph sampling with applications to estimating the number of pattern embeddings and the parameters of a statistical relational model. 913-948 - Bo Kang, Jefrey Lijffijt, Raúl Santos-Rodríguez, Tijl De Bie:
SICA: subjectively interesting component analysis. 949-987 - Diego Furtado Silva, Rafael Giusti, Eamonn J. Keogh, Gustavo E. A. P. A. Batista:
Speeding up similarity search under dynamic time warping by pruning unpromising alignments. 988-1016 - Maria Luisa Damiani, Fatima Hachem, Hamza Issa, Nathan Ranc, Paul Moorcroft, Francesca Cagnacci:
Cluster-based trajectory segmentation with local noise. 1017-1055 - Chaoguang Lin, Qiuhan Zhu, Shunan Guo, Zhuochen Jin, Yu-Ru Lin, Nan Cao:
Anomaly detection in spatiotemporal data via regularized non-negative tensor analysis. 1056-1073 - Hoang Anh Dau, Diego Furtado Silva, François Petitjean, Germain Forestier, Anthony J. Bagnall, Abdullah Mueen, Eamonn J. Keogh:
Optimizing dynamic time warping's window width for time series data mining applications. 1074-1120 - Son T. Mai, Ira Assent, Jon Jacobsen, Martin Storgaard Dieu:
Anytime parallel density-based clustering. 1121-1176
Volume 32, Number 5, September 2018
- Derek Greene, Björn Bringmann, Élisa Fromont, Jesse Davis:
Introduction to the special issue for the ECML PKDD 2018 journal track. 1177-1178 - Geoffrey I. Webb, Loong Kuan Lee, Bart Goethals, François Petitjean:
Analyzing concept drift and shift from sample data. 1179-1199 - Yifeng Gao, Jessica Lin:
Exploring variable-length time series motifs in one hundred million length scale. 1200-1228 - Dimitrios Karapiperis, Aris Gkoulalas-Divanis, Vassilios S. Verykios:
Fast schemes for online record linkage. 1229-1250 - Sorour E. Amiri, Liangzhe Chen, B. Aditya Prakash:
Efficiently summarizing attributed diffusion networks. 1251-1274 - Krzysztof Rudas, Szymon Jaroszewicz:
Linear regression for uplift modeling. 1275-1305 - Irene Teinemaa, Marlon Dumas, Anna Leontjeva, Fabrizio Maria Maggi:
Temporal stability in predictive process monitoring. 1306-1338 - Jiankai Sun, Abhinav Vishnu, Aniket Chakrabarti, Charles Siegel, Srinivasan Parthasarathy:
ColdRoute: effective routing of cold questions in stack exchange sites. 1339-1367 - Soumya Sarkar, Sandipan Sikdar, Sanjukta Bhowmick, Animesh Mukherjee:
Using core-periphery structure to predict high centrality nodes in time-varying networks. 1368-1396 - Sofia Fernandes, Hadi Fanaee-T, João Gama:
Dynamic graph summarization: a tensor decomposition approach. 1397-1420 - Rakhi Saxena, Sharanjit Kaur, Vasudha Bhatnagar:
Social centrality using network hierarchy and community structure. 1421-1443 - Meghanath Macha, Leman Akoglu:
Explaining anomalies in groups with characterizing subspace rules. 1444-1480 - Djamel Edine Yagoubi, Reza Akbarinia, Boyan Kolev, Oleksandra Levchenko, Florent Masseglia, Patrick Valduriez, Dennis E. Shasha:
ParCorr: efficient parallel methods to identify similar time series pairs across sliding windows. 1481-1507
Volume 32, Number 6, November 2018
- Jian Liang, Kun Chen, Ming Lin, Changshui Zhang, Fei Wang:
Robust finite mixture regression for heterogeneous targets. 1509-1560 - Sebastián Moreno, Joseph J. Pfeiffer III, Jennifer Neville:
Scalable and exact sampling method for probabilistic generative graph models. 1561-1596 - Mohamed-Rafik Bouguelia, Slawomir Nowaczyk, Amir Hossein Payberah:
An adaptive algorithm for anomaly and novelty detection in evolving data streams. 1597-1633 - Luke Bermingham, Ickjai Lee:
A probabilistic stop and move classifier for noisy GPS trajectories. 1634-1662 - Thomas Andrew Lampert, Thi-Bich-Hanh Dao, Baptiste Lafabregue, Nicolas Serrette, Germain Forestier, Bruno Crémilleux, Christel Vrain, Pierre Gançarski:
Constrained distance based clustering for time-series: a comparative and experimental study. 1663-1707 - Zhao-Rong Lai, Pei-Yi Yang, Xiaotian Wu, Liangda Fang:
A kernel-based trend pattern tracking system for portfolio optimization. 1708-1734 - Chenguang Wang, Yangqiu Song, Haoran Li, Ming Zhang, Jiawei Han:
Unsupervised meta-path selection for text similarity measure based on heterogeneous information networks. 1735-1767 - Laurent Amsaleg, Oussama Chelly, Teddy Furon, Stéphane Girard, Michael E. Houle, Ken-ichi Kawarabayashi, Michael Nett:
Extreme-value-theoretic estimation of local intrinsic dimensionality. 1768-1805 - Xing Wang, Jessica Lin, Nital Patel, Martin W. Braun:
Exact variable-length anomaly detection algorithm for univariate and multivariate time series. 1806-1844
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