Journal: Data Min. Knowl. Discov.

Volume 29, Issue 6

1505 -- 1530Patrick Schäfer. The BOSS is concerned with time series classification in the presence of noise
1531 -- 1559Michal Soltys, Szymon Jaroszewicz, Piotr Rzepakowski. Ensemble methods for uplift modeling
1560 -- 1597Liang Bai, Jiye Liang. Cluster validity functions for categorical data: a solution-space perspective
1598 -- 1621Jaegul Choo, Changhyun Lee, Chandan K. Reddy, Haesun Park. Weakly supervised nonnegative matrix factorization for user-driven clustering
1622 -- 1664Yanping Chen 0005, Yuan-Hao, Thanawin Rakthanmanon, Jesin Zakaria, Bing Hu 0001, Eamonn J. Keogh. A general framework for never-ending learning from time series streams
1665 -- 1684Yakui Huang, Hongwei Liu, Shuisheng Zhou. Quadratic regularization projected Barzilai-Borwein method for nonnegative matrix factorization
1685 -- 1708Gessé Dafé, Adriano Veloso, Mohammed J. Zaki, Wagner Meira Jr.. Learning sequential classifiers from long and noisy discrete-event sequences efficiently
1709 -- 1732Yada Zhu, Jingrui He, Richard D. Lawrence. A general framework for predictive tensor modeling with domain knowledge
1733 -- 1782Sara Hajian, Josep Domingo-Ferrer, Anna Monreale, Dino Pedreschi, Fosca Giannotti. Discrimination- and privacy-aware patterns
1783 -- 1814Andreia Silva, Cláudia Antunes. Multi-relational pattern mining over data streams
1815 -- 1837Mikhail Y. Prostov, Maria M. Suarez-Alvarez, Yuriy I. Prostov. Properties of the sample estimators used for statistical normalization of feature vectors
1838 -- 1864Jefrey Lijffijt, Panagiotis Papapetrou, Kai Puolamäki. Size matters: choosing the most informative set of window lengths for mining patterns in event sequences

Volume 29, Issue 5

1113 -- 1115Concha Bielza, João Gama, Alípio Jorge, Indre Zliobaite. Guest editors introduction: special issue of the ECMLPKDD 2015 journal track
1116 -- 1151Lei Duan, Guanting Tang, Jian Pei, James Bailey, Akiko Campbell, Changjie Tang. Mining outlying aspects on numeric data
1152 -- 1177Sarvenaz Choobdar, Pedro Manuel Pinto Ribeiro, Srinivasan Parthasarathy, Fernando M. A. Silva. Dynamic inference of social roles in information cascades
1178 -- 1210Orestis Kostakis, Panagiotis Papapetrou. Finding the longest common sub-pattern in sequences of temporal intervals
1211 -- 1232Saket Navlakha, Christos Faloutsos, Ziv Bar-Joseph. MassExodus: modeling evolving networks in harsh environments
1233 -- 1257Eric Malmi, Nikolaj Tatti, Aristides Gionis. Beyond rankings: comparing directed acyclic graphs
1258 -- 1279Diana Porro-Muñoz, Emanuele Olivetti, Nusrat Sharmin, Thien Bao Nguyen, Eleftherios Garyfallidis, Paolo Avesani. Tractome: a visual data mining tool for brain connectivity analysis
1280 -- 1311Alexios Kotsifakos, Alexandra Stefan, Vassilis Athitsos, Gautam Das, Panagiotis Papapetrou. DRESS: dimensionality reduction for efficient sequence search
1312 -- 1342Nikolaj Tatti. Ranking episodes using a partition model
1343 -- 1373Saskia Metzler, Pauli Miettinen. Clustering Boolean tensors
1374 -- 1405Xiaowen Dong, Dimitrios Mavroeidis, Francesco Calabrese, Pascal Frossard. Multiscale event detection in social media
1406 -- 1433Nicola Barbieri, Francesco Bonchi, Edoardo Galimberti, Francesco Gullo. Efficient and effective community search
1434 -- 1457Vasileios Lampos, Elad Yom-Tov, Richard Pebody, Ingemar J. Cox. Assessing the impact of a health intervention via user-generated Internet content
1458 -- 1485Reihaneh Rabbany, Osmar R. Zaïane. Generalization of clustering agreements and distances for overlapping clusters and network communities
1486 -- 1504Yu Zhao, Sheng Gao, Patrick Gallinari, Jun Guo. Knowledge base completion by learning pairwise-interaction differentiated embeddings

Volume 29, Issue 4

867 -- 870Fei Wang 0001, Gregor Stiglic, Zoran Obradovic, Ian Davidson. Guest editorial: Special issue on data mining for medicine and healthcare
871 -- 913Robert Moskovitch, Yuval Shahar. Classification-driven temporal discretization of multivariate time series
914 -- 949Zhengxing Huang, Wei Dong, Peter Bath, Lei Ji, Huilong Duan. On mining latent treatment patterns from electronic medical records
950 -- 975Carlos Sáez, Pedro Pereira Rodrigues, João Gama, Montserrat Robles, Juan Miguel García-Gómez. Probabilistic change detection and visualization methods for the assessment of temporal stability in biomedical data quality
976 -- 998Ming Ji, Qi He, Jiawei Han, W. Scott Spangler. Mining strong relevance between heterogeneous entities from unstructured biomedical data
999 -- 1032Rui Henriques, Cláudia Antunes, Sara C. Madeira. Generative modeling of repositories of health records for predictive tasks
1033 -- 1069Sunayan Bandyopadhyay, Julian Wolfson, David M. Vock, Gabriela Vazquez-Benitez, Gediminas Adomavicius, Mohamed Elidrisi, Paul E. Johnson, Patrick J. O'Connor. Data mining for censored time-to-event data: a Bayesian network model for predicting cardiovascular risk from electronic health record data
1070 -- 1093Buyue Qian, Xiang Wang, Nan Cao, Hongfei Li, Yu-Gang Jiang. A relative similarity based method for interactive patient risk prediction
1094 -- 1112Yan Li, Bhanukiran Vinzamuri, Chandan K. Reddy. Constrained elastic net based knowledge transfer for healthcare information exchange

Volume 29, Issue 3

565 -- 592Jason Lines, Anthony Bagnall. Time series classification with ensembles of elastic distance measures
593 -- 625Guansong Pang, Huidong Jin, Shengyi Jiang. CenKNN: a scalable and effective text classifier
626 -- 688Leman Akoglu, Hanghang Tong, Danai Koutra. Graph based anomaly detection and description: a survey
689 -- 731Hanbo Dai, Feida Zhu, Ee-Peng Lim, HweeHwa Pang. Detecting anomaly collections using extreme feature ranks
732 -- 764Elias Egho, Chedy Raïssi, Toon Calders, Nicolas Jay, Amedeo Napoli. On measuring similarity for sequences of itemsets
765 -- 791Wenlu Zhang, Rongjian Li, Daming Feng, Andrey N. Chernikov, Nikos Chrisochoides, Christopher Osgood, Shuiwang Ji. Evolutionary soft co-clustering: formulations, algorithms, and applications
792 -- 819Rui Henriques, Sara C. Madeira, Cláudia Antunes. Multi-period classification: learning sequent classes from temporal domains
820 -- 865Aris Kosmopoulos, Ioannis Partalas, Éric Gaussier, Georgios Paliouras, Ion Androutsopoulos. Evaluation measures for hierarchical classification: a unified view and novel approaches

Volume 29, Issue 2

299 -- 323Huiji Gao, Jiliang Tang, Huan Liu. Addressing the cold-start problem in location recommendation using geo-social correlations
324 -- 357Lijun Wang, Ming Dong. Exemplar-based low-rank matrix decomposition for data clustering
358 -- 399Bing Hu 0001, Thanawin Rakthanmanon, Yuan-Hao, Scott Evans, Stefano Lonardi, Eamonn J. Keogh. Using the minimum description length to discover the intrinsic cardinality and dimensionality of time series
400 -- 422Mustafa Gokce Baydogan, George C. Runger. Learning a symbolic representation for multivariate time series classification
423 -- 465Chris J. Kuhlman, V. S. Anil Kumar, Madhav V. Marathe, S. S. Ravi, Daniel J. Rosenkrantz. Inhibiting diffusion of complex contagions in social networks: theoretical and experimental results
466 -- 502Manuel García-Magariños, José Antonio Vilar. A framework for dissimilarity-based partitioning clustering of categorical time series
503 -- 533Johan Pensar, Henrik J. Nyman, Timo Koski, Jukka Corander. Labeled directed acyclic graphs: a generalization of context-specific independence in directed graphical models
534 -- 564Fei Wang 0001, Jimeng Sun. Survey on distance metric learning and dimensionality reduction in data mining

Volume 29, Issue 1

1 -- 2Johannes Fürnkranz. Editorial
3 -- 38Mohamed Bouguessa. Clustering categorical data in projected spaces
39 -- 83Shin Ando, Theerasak Thanomphongphan, Yoichi Seki, Einoshin Suzuki. Ensemble anomaly detection from multi-resolution trajectory features
84 -- 136Annalisa Appice, Anna Ciampi, Donato Malerba. Summarizing numeric spatial data streams by trend cluster discovery
137 -- 167Yu Hayashi, Kenji Yamanishi. Sequential network change detection with its applications to ad impact relation analysis
168 -- 202Petr Kosina, João Gama. Very fast decision rules for classification in data streams
203 -- 236Beyza Ermis, Evrim Acar, Ali Taylan Cemgil. Link prediction in heterogeneous data via generalized coupled tensor factorization
237 -- 272Bart Minnaert, David Martens, Manu De Backer, Bart Baesens. To tune or not to tune: rule evaluation for metaheuristic-based sequential covering algorithms
273 -- 295M. A. Migut, Marcel Worring, Cor J. Veenman. Visualizing multi-dimensional decision boundaries in 2D
296 -- 297Hoang Vu Nguyen, Emmanuel Müller, Jilles Vreeken, Klemens Böhm. Erratum to: Unsupervised interaction-preserving discretization of multivariate data