Journal: Data Min. Knowl. Discov.

Volume 33, Issue 6

1505 -- 1547Nils M. Kriege, Marion Neumann, Christopher Morris 0001, Kristian Kersting, Petra Mutzel. A unifying view of explicit and implicit feature maps of graph kernels
1548 -- 1582Hui Li, Yu Liu, Yuqiu Qian, Nikos Mamoulis, Wenting Tu, David W. Cheung. HHMF: hidden hierarchical matrix factorization for recommender systems
1583 -- 1624Marek Smieja, Krzysztof Hajto, Jacek Tabor. Efficient mixture model for clustering of sparse high dimensional binary data
1625 -- 1673Tomer Geva, Maytal Saar-Tsechansky, Harel Lustiger. More for less: adaptive labeling payments in online labor markets
1674 -- 1709James Large, Jason Lines, Anthony J. Bagnall. A probabilistic classifier ensemble weighting scheme based on cross-validated accuracy estimates
1710 -- 1735Wei Zhang 0092, Yao-Chi Yu, Jr-Shin Li. Dynamics reconstruction and classification via Koopman features
1736 -- 1774Domenico Saccà, Edoardo Serra, Antonino Rullo. Extending inverse frequent itemsets mining to generate realistic datasets: complexity, accuracy and emerging applications
1775 -- 1798Maximilian Toller, Tiago Santos, Roman Kern. SAZED: parameter-free domain-agnostic season length estimation in time series data
1799 -- 1820Gerrit J. J. van den Burg, Alfredo Nazábal, Charles A. Sutton. Wrangling messy CSV files by detecting row and type patterns
1821 -- 1852Carl Henning Lubba, Sarab S. Sethi, Philip Knaute, Simon R. Schultz, Ben D. Fulcher, Nick S. Jones. catch22: CAnonical Time-series CHaracteristics - Selected through highly comparative time-series analysis
1853 -- 1893Sylvain Lamprier, Thibault Gisselbrecht, Patrick Gallinari. Contextual bandits with hidden contexts: a focused data capture from social media streams
1894 -- 1952Jadson Castro Gertrudes, Arthur Zimek, Jörg Sander 0001, Ricardo J. G. B. Campello. A unified view of density-based methods for semi-supervised clustering and classification
1953 -- 1980Daokun Zhang, Jie Yin, Xingquan Zhu, Chengqi Zhang. Attributed network embedding via subspace discovery
1981 -- 1982Shaghayegh Gharghabi, Chin-Chia Michael Yeh, Yifei Ding, Wei Ding 0003, Paul Hibbing, Samuel LaMunion, Andrew Kaplan, Scott E. Crouter, Eamonn J. Keogh. Correction to: Domain agnostic online semantic segmentation for multi-dimensional time series

Volume 33, Issue 5

1223 -- 1224Karsten M. Borgwardt, Po-Ling Loh, Evimaria Terzi, Antti Ukkonen. Introduction to the special issue for the ECML PKDD 2019 journal track
1225 -- 1253Minsoo Jung, Yongsub Lim, Sunmin Lee, U. Kang. FURL: Fixed-memory and uncertainty reducing local triangle counting for multigraph streams
1254 -- 1297Manfred Jaeger, Marco Lippi 0001, Giovanni Pellegrini, Andrea Passerini. Counts-of-counts similarity for prediction and search in relational data
1298 -- 1322Nicolas Nadisic, Aurélien Coussat, Loïc Cerf. Mining skypatterns in fuzzy tensors
1323 -- 1356Georg Krempl, Dominik Lang, Vera Hofer. Temporal density extrapolation using a dynamic basis approach
1357 -- 1392Sjouke Mauw, Yunior Ramírez-Cruz, Rolando Trujillo-Rasua. Robust active attacks on social graphs
1393 -- 1416Lakshmi Gangumalla, P. Krishna Reddy, Anirban Mondal. Multi-location visibility query processing using portion-based transactional modeling and pattern mining
1417 -- 1445Konstantinos Semertzidis, Evaggelia Pitoura, Evimaria Terzi, Panayiotis Tsaparas. Finding lasting dense subgraphs
1446 -- 1467Jelena Gligorijevic, Djordje Gligorijevic, Ivan Stojkovic, Xiao Bai 0002, Amit Goyal, Zoran Obradovic. Deeply supervised model for click-through rate prediction in sponsored search
1468 -- 1504Zijin Zhao, Lingyang Chu, Dacheng Tao, Jian Pei. Classification with label noise: a Markov chain sampling framework

Volume 33, Issue 4

805 -- 847Cèsar Ferri, José Hernández-Orallo, Peter A. Flach. Setting decision thresholds when operating conditions are uncertain
848 -- 870Mengxue Zhang, Meizhuo Zhang, Chen Ge, Quanyang Liu, Jiemin Wang, Jia Wei, Kenny Q. Zhu. Automatic discovery of adverse reactions through Chinese social media
871 -- 916Jessica Clark, Foster J. Provost. Unsupervised dimensionality reduction versus supervised regularization for classification from sparse data
917 -- 963Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller. Deep learning for time series classification: a review
964 -- 994Antonio Arauzo-Azofra, Alfonso Jiménez-Vílchez, José Molina-Baena, María Luque-Rodriguez. Algorithmic cache of sorted tables for feature selection - Speeding up methods based on consistency and information theory measures
995 -- 1016Ruiyu Yang, Yuxiang Jiang, Scott Mathews, Elizabeth A. Housworth, Matthew W. Hahn, Predrag Radivojac. A new class of metrics for learning on real-valued and structured data
1017 -- 1058Kenji Yamanishi, Tianyi Wu, Shinya Sugawara, Makoto Okada. The decomposed normalized maximum likelihood code-length criterion for selecting hierarchical latent variable models
1059 -- 1087Jian-Ping Mei, Huajiang Lv, Lianghuai Yang, Yanjun Li. Clustering for heterogeneous information networks with extended star-structure
1088 -- 1124Florian Adriaens, Jefrey Lijffijt, Tijl De Bie. Subjectively interesting connecting trees and forests
1125 -- 1182Boris Cule, Len Feremans, Bart Goethals. Efficiently mining cohesion-based patterns and rules in event sequences
1183 -- 1222Thach Le Nguyen, Severin Gsponer, Iulia Ilie, Martin O'Reilly, Georgiana Ifrim. Interpretable time series classification using linear models and multi-resolution multi-domain symbolic representations

Volume 33, Issue 3

577 -- 606Somayeh Naderivesal, Lars Kulik, James Bailey 0001. An effective and versatile distance measure for spatiotemporal trajectories
607 -- 635Benjamin Lucas, Ahmed Shifaz, Charlotte Pelletier, Lachlan O'Neill, Nayyar A. Zaidi, Bart Goethals, François Petitjean, Geoffrey I. Webb. Proximity Forest: an effective and scalable distance-based classifier for time series
636 -- 662Fei Tan, Chaoran Cheng, Zhi Wei. Modeling and elucidation of housing price
663 -- 694Hossein Ghomeshi, Mohamed Medhat Gaber, Yevgeniya Kovalchuk. EACD: evolutionary adaptation to concept drifts in data streams
695 -- 696Alípio Jorge, Rui L. Lopes, Germán Larrazábal, Hamed Nikhalat-Jahromi. Guest Editorial - Special Issue on Data Mining for Geosciences
697 -- 0. Editor's Note
698 -- 729Michelangelo Ceci, Roberto Corizzo, Donato Malerba, Aleksandra Rashkovska. Spatial autocorrelation and entropy for renewable energy forecasting
730 -- 747Antti Airola, Jonne Pohjankukka, Johanna Torppa, Maarit Middleton, Vesa Nykänen, Jukka Heikkonen, Tapio Pahikkala. The spatial leave-pair-out cross-validation method for reliable AUC estimation of spatial classifiers
748 -- 772Rebecca E. Wilson, Idris A. Eckley, Matthew A. Nunes, Timothy Park. Dynamic detection of anomalous regions within distributed acoustic sensing data streams using locally stationary wavelet time series
773 -- 803Indre Zliobaite. Concept drift over geological times: predictive modeling baselines for analyzing the mammalian fossil record

Volume 33, Issue 2

293 -- 324Willem Waegeman, Krzysztof Dembczynski, Eyke Hüllermeier. Multi-target prediction: a unifying view on problems and methods
325 -- 377Wilhelmiina Hämäläinen, Geoffrey I. Webb. A tutorial on statistically sound pattern discovery
378 -- 412Amaia Abanda, Usue Mori, José Antonio Lozano. A review on distance based time series classification
413 -- 445Peter Laurinec, Mária Lucká. Interpretable multiple data streams clustering with clipped streams representation for the improvement of electricity consumption forecasting
446 -- 473Charlotte Laclau, Vincent Brault. Noise-free latent block model for high dimensional data
474 -- 498Yi-An Lai, Chin-Chi Hsu, Wen-Hao Chen, Mi-Yen Yeh, Shou-de Lin. DeepRank: improving unsupervised node ranking via link discovery
499 -- 525Shoubo Hu, Bogdan Cautis, Zhitang Chen, Laiwan Chan, Yanhui Geng, Xiuqiang He. Model-free inference of diffusion networks using RKHS embeddings
526 -- 576Sanjar Karaev, Pauli Miettinen. Algorithms for approximate subtropical matrix factorization

Volume 33, Issue 1

1 -- 23Petr Rysavý, Filip Zelezný. Estimating sequence similarity from read sets for clustering next-generation sequencing data
24 -- 57Junzhou Zhao, Pinghui Wang, John C. S. Lui, Don Towsley, Xiaohong Guan. Sampling online social networks by random walk with indirect jumps
58 -- 95Thanh-Nam Doan, Ee-Peng Lim. Modeling location-based social network data with area attraction and neighborhood competition
96 -- 130Shaghayegh Gharghabi, Chin-Chia Michael Yeh, Yifei Ding, Wei Ding, Paul Hibbing, Samuel LaMunion, Andrew Kaplan, Scott E. Crouter, Eamonn J. Keogh. Domain agnostic online semantic segmentation for multi-dimensional time series
131 -- 167Nicolas Méger, Christophe Rigotti, Catherine Pothier, Tuan Nguyen, Felicity Lodge, Lionel Gueguen, Rémi Andreoli, Marie-Pierre Doin, Mihai Datcu. Ranking evolution maps for Satellite Image Time Series exploration: application to crustal deformation and environmental monitoring
168 -- 203Weixuan Mao, Zhongmin Cai, Bo Zeng, Xiaohong Guan. Learning edge weights in file co-occurrence graphs for malware detection
204 -- 229Jihoi Park, Kihwan Nam. Group recommender system for store product placement
230 -- 251Carlos M. Alaíz, Michaël Fanuel, Johan A. K. Suykens. Robust classification of graph-based data
252 -- 291Markus Brill, Till Fluschnik, Vincent Froese, Brijnesh J. Jain, Rolf Niedermeier, David Schultz. Exact mean computation in dynamic time warping spaces