DATAMINE - volume 32 - 2018 论文列表 |
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Volume 32, Number 6, November 2018
Xing Wang Jessica Lin Nital Patel Martin Braun
Extreme-value-theoretic estimation of local intrinsic dimensionality.
Laurent Amsaleg Oussama Chelly Teddy Furon Stéphane Girard Michael E. Houle Ken-ichi Kawarabayashi Michael Nett
Unsupervised meta-path selection for text similarity measure based on heterogeneous information networks.Chenguang Wang Yangqiu Song Haoran Li Ming Zhang Jiawei Han
A kernel-based trend pattern tracking system for portfolio optimization.Zhao-Rong Lai Pei-Yi Yang Xiaotian Wu Liangda Fang
Constrained distance based clustering for time-series: a comparative and experimental study.Thomas Andrew Lampert Thi-Bich-Hanh Dao Baptiste Lafabregue Nicolas Serrette Germain Forestier Bruno Crémilleux Christel Vrain Pierre Gançarski
A probabilistic stop and move classifier for noisy GPS trajectories. An adaptive algorithm for anomaly and novelty detection in evolving data streams.Mohamed-Rafik Bouguelia Slawomir Nowaczyk Amir H. Payberah
Scalable and exact sampling method for probabilistic generative graph models. Robust finite mixture regression for heterogeneous targets.Volume 32, Number 5, September 2018
Djamel Edine Yagoubi Reza Akbarinia Boyan Kolev Oleksandra Levchenko Florent Masseglia Patrick Valduriez Dennis E. Shasha
Explaining anomalies in groups with characterizing subspace rules. Social centrality using network hierarchy and community structure.Rakhi Saxena Sharanjit Kaur Vasudha Bhatnagar
Dynamic graph summarization: a tensor decomposition approach.Sofia da Silva Fernandes Hadi Fanaee-T João Gama
Using core-periphery structure to predict high centrality nodes in time-varying networks.Soumya Sarkar Sandipan Sikdar Sanjukta Bhowmick Animesh Mukherjee
ColdRoute: effective routing of cold questions in stack exchange sites.Jiankai Sun Abhinav Vishnu Aniket Chakrabarti Charles Siegel Srinivasan Parthasarathy
Temporal stability in predictive process monitoring.Irene Teinemaa Marlon Dumas Anna Leontjeva Fabrizio Maria Maggi
Linear regression for uplift modeling.Krzysztof Rudas Szymon Jaroszewicz
Efficiently summarizing attributed diffusion networks.Sorour E. Amiri Liangzhe Chen B. Aditya Prakash
Fast schemes for online record linkage.Dimitrios Karapiperis Aris Gkoulalas-Divanis Vassilios S. Verykios
Exploring variable-length time series motifs in one hundred million length scale. Analyzing concept drift and shift from sample data.Geoffrey I. Webb Loong Kuan Lee Bart Goethals François Petitjean
Introduction to the special issue for the ECML PKDD 2018 journal track.Volume 32, Number 4, July 2018
Son T. Mai Ira Assent Jon Jacobsen Martin Storgaard Dieu
Optimizing dynamic time warping's window width for time series data mining applications.Hoang Anh Dau Diego Furtado Silva François Petitjean Germain Forestier Anthony J. Bagnall Abdullah Mueen Eamonn J. Keogh
Anomaly detection in spatiotemporal data via regularized non-negative tensor analysis.Chaoguang Lin Qiuhan Zhu Shunan Guo Zhuochen Jin Yu-Ru Lin Nan Cao
Cluster-based trajectory segmentation with local noise.Maria Luisa Damiani Fatima Hachem Hamza Issa Nathan Ranc Paul Moorcroft Francesca Cagnacci
Speeding up similarity search under dynamic time warping by pruning unpromising alignments.Diego Furtado Silva Rafael Giusti Eamonn J. Keogh Gustavo E. A. P. A. Batista
SICA: subjectively interesting component analysis.Bo Kang Jefrey Lijffijt Raúl Santos-Rodríguez Tijl De Bie
Graph sampling with applications to estimating the number of pattern embeddings and the parameters of a statistical relational model.Irma Ravkic Martin Znidarsic Jan Ramon Jesse Davis
Labeled Phrase Latent Dirichlet Allocation and its online learning algorithm. Interpretation of text patterns.Volume 32, Number 3, May 2018
Sofiane Abbar Tahar Zanouda Javier Borge-Holthoefer
Data-driven generation of spatio-temporal routines in human mobility.Luca Pappalardo Filippo Simini
Mining urban events from the tweet stream through a probabilistic mixture model.Joan Capdevila Jesús Cerquides Jordi Torres
Targeted interest-driven advertising in cities using Twitter.Aris Anagnostopoulos Fabio Petroni Mara Sorella
Editor's Note: Special Section on Data Mining for Smart Cities.Provenance Network Analytics - An approach to data analytics using data provenance.
Trung Dong Huynh Mark Ebden Joel E. Fischer Stephen J. Roberts Luc Moreau
Kernel mixture model for probability density estimation in Bayesian classifiers.Wenyu Zhang Zhenjiang Zhang Han-Chieh Chao Fan-Hsun Tseng
An optimization model for collaborative recommendation using a covariance-based regularizer. Anytime discovery of a diverse set of patterns with Monte Carlo tree search.Guillaume Bosc Jean-François Boulicaut Chedy Raïssi Mehdi Kaytoue
Online estimation of discrete, continuous, and conditional joint densities using classifier chains.Volume 32, Number 2, March 2018
Slimane Bellaouar Hadda Cherroun Djelloul Ziadi
Fast analytical methods for finding significant labeled graph motifs.Giovanni Micale Rosalba Giugno Alfredo Ferro Misael Mongiovì Dennis E. Shasha Alfredo Pulvirenti
Robust graph regularized nonnegative matrix factorization for clustering.Shudong Huang Hongjun Wang Tao Li Tianrui Li Zenglin Xu
An improvement of the parameterized frequent directions algorithm.Deena P. Francis Kumudha Raimond
Bounding the difference between RankRC and RankSVM and application to multi-level rare class kernel ranking.Aditya Tayal Thomas F. Coleman Yuying Li
Infinite ensemble clustering.Hongfu Liu Ming Shao Sheng Li Yun Fu
Self-monitoring for maintenance of vehicle fleets.Thorsteinn S. Rögnvaldsson Slawomir Nowaczyk Stefan Byttner Rune Prytz Magnus Svensson
Exploiting the roles of aspects in personalized POI recommender systems. Do your friends make you buy this brand? - Modeling social recommendation with topics and brands.Volume 32, Number 1, January 2018
Toshihiro Kamishima Shotaro Akaho Hideki Asoh Jun Sakuma
Toward online node classification on streaming networks. The inner and outer approaches to the design of recursive neural architectures. Selective harvesting over networks.Fabricio Murai Diogo Rennó Bruno Ribeiro Gisele L. Pappa Don Towsley Krista Gile
Fast and accurate mining of correlated heavy hitters.Italo Epicoco Massimo Cafaro Marco Pulimeno
BSig: evaluating the statistical significance of biclustering solutions. Time series joins, motifs, discords and shapelets: a unifying view that exploits the matrix profile.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
Imbalanced classification in sparse and large behaviour datasets. Noise-tolerance matrix completion for location recommendation.