TKDD - volume 12 - 2018 论文列表 |
| 点击这里查看 ACM Transactions on Knowledge Discovery from Data 的JCR分区、影响因子等信息 |
Volume 12, Number 6, October 2018
Chaochao Chen Kevin Chen-Chuan Chang Qibing Li Xiaolin Zheng
Event Analytics via Discriminant Tensor Factorization.
Xidao Wen Yu-Ru Lin Konstantinos Pelechrinis
Enumerating Trillion Subgraphs On Distributed Systems.Ha-Myung Park Francesco Silvestri Rasmus Pagh Chin-Wan Chung Sung-Hyon Myaeng U Kang
A General Embedding Framework for Heterogeneous Information Learning in Large-Scale Networks.Xiao Huang Jundong Li Na Zou Xia Hu
Large-Scale Adversarial Sports Play Retrieval with Learning to Rank.Mingyang Di Diego Klabjan Long Sha Patrick Lucey
FrauDetector+: An Incremental Graph-Mining Approach for Efficient Fraudulent Phone Call Detection.Josh Jia-Ching Ying Ji Zhang Che-Wei Huang Kuan-Ta Chen Vincent S. Tseng
Protecting Privacy in Trajectories with a User-Centric Approach.Cristina Romero-Tris David Megías
Stability and Robustness in Influence Maximization. Modeling Alzheimer's Disease Progression with Fused Laplacian Sparse Group Lasso.Xiaoli Liu Peng Cao André R. Gonçalves Dazhe Zhao Arindam Banerjee
Entity-Based Query Recommendation for Long-Tail Queries.Zhipeng Huang Bogdan Cautis Reynold Cheng Yudian Zheng Nikos Mamoulis Jing Yan
Coupled Clustering Ensemble by Exploring Data Interdependence.Volume 12, Number 5, July 2018
Ludovic Dos Santos Benjamin Piwowarski Ludovic Denoyer Patrick Gallinari
ABRA: Approximating Betweenness Centrality in Static and Dynamic Graphs with Rademacher Averages. Cluster's Quality Evaluation and Selective Clustering Ensemble.Feijiang Li Yuhua Qian Jieting Wang Chuangyin Dang Bing Liu
Discovering Mobile Application Usage Patterns from a Large-Scale Dataset.Fabrício A. Silva Augusto C. S. A. Domingues Thais R. M. Braga Silva
Online Active Learning with Expert Advice.Shuji Hao Peiying Hu Peilin Zhao Steven C. H. Hoi Chunyan Miao
SemRe-Rank: Improving Automatic Term Extraction by Incorporating Semantic Relatedness with Personalised PageRank.Ziqi Zhang Jie Gao Fabio Ciravegna
Spatio-Temporal Routine Mining on Mobile Phone Data.Tian Qin Wufan Shangguan Guojie Song Jie Tang
ClassiNet - Predicting Missing Features for Short-Text Classification.Danushka Bollegala Vincent Atanasov Takanori Maehara Ken-ichi Kawarabayashi
Employing Semantic Context for Sparse Information Extraction Assessment.Pei-Pei Li Haixun Wang Hongsong Li Xindong Wu
Coordination Event Detection and Initiator Identification in Time Series Data.Chainarong Amornbunchornvej Ivan Brugere Ariana Strandburg-Peshkin Damien Farine Margaret C. Crofoot Tanya Y. Berger-Wolf
Time Series Classification with HIVE-COTE: The Hierarchical Vote Collective of Transformation-Based Ensembles.Volume 12, Number 4, July 2018
Majid Mohammadi Amir Ahooye Atashin Wout Hofman Yao-Hua Tan
Evasion-Robust Classification on Binary Domains. Exploiting User Posts for Web Document Summarization.Minh-Tien Nguyen Duc-Vu Tran Le-Minh Nguyen Xuan-Hieu Phan
Motif Counting Beyond Five Nodes.Marco Bressan Flavio Chierichetti Ravi Kumar Stefano Leucci Alessandro Panconesi
iGRM: Improved Grey Relational Model and Its Ensembles for Occupancy Sensing in Internet of Things Applications.Nashreen Nesa Tania Ghosh Indrajit Banerjee
Designing Size Consistent Statistics for Accurate Anomaly Detection in Dynamic Networks.Timothy La Fond Jennifer Neville Brian Gallagher
Generating Realistic Synthetic Population Datasets.Hao Wu Yue Ning Prithwish Chakraborty Jilles Vreeken Nikolaj Tatti Naren Ramakrishnan
Exploring Multiobjective Optimization for Multiview Clustering.Sriparna Saha Sayantan Mitra Stefan Kramer
Behavior2Vec: Generating Distributed Representations of Users' Behaviors on Products for Recommender Systems. Consensus Guided Multi-View Clustering. Mining Graphlet Counts in Online Social Networks. Social Network Monitoring for Bursty Cascade Detection. GTΔ: Detecting Temporal Changes in Group Stochastic Processes.Volume 12, Number 3, April 2018
Min Peng Jiahui Zhu Hua Wang Xuhui Li Yanchun Zhang Xiuzhen Zhang Gang Tian
Continuous-Time User Modeling in Presence of Badges: A Probabilistic Approach.Ali Khodadadi Seyyed Abbas Hosseini Erfan Tavakoli Hamid R. Rabiee
Function-on-Function Regression with Mode-Sparsity Regularization. Tied Kronecker Product Graph Models to Capture Variance in Network Populations.Sebastián Moreno Jennifer Neville Sergey Kirshner
Twitter Geolocation: A Hybrid Approach.Jordan Bakerman Karl Pazdernik Alyson G. Wilson Geoffrey Fairchild Rian Bahran
ProgressER: Adaptive Progressive Approach to Relational Entity Resolution.Yasser Altowim Dmitri V. Kalashnikov Sharad Mehrotra
Multi-View Low-Rank Analysis with Applications to Outlier Detection. Large-Scale Bayesian Probabilistic Matrix Factorization with Memo-Free Distributed Variational Inference.Guangyong Chen Fengyuan Zhu Pheng-Ann Heng
Will Triadic Closure Strengthen Ties in Social Networks?Hong Huang Yuxiao Dong Jie Tang Hongxia Yang Nitesh V. Chawla Xiaoming Fu
Prioritized Relationship Analysis in Heterogeneous Information Networks.Jiongqian Liang Deepak Ajwani Patrick K. Nicholson Alessandra Sala Srinivasan Parthasarathy
Fast, Accurate, and Flexible Algorithms for Dense Subtensor Mining.Kijung Shin Bryan Hooi Christos Faloutsos
G-RoI: Automatic Region-of-Interest Detection Driven by Geotagged Social Media Data.Loris Belcastro Fabrizio Marozzo Domenico Talia Paolo Trunfio
Enhancing Reputation via Price Discounts in E-Commerce Systems: A Data-Driven Approach.Volume 12, Number 2, March 2018
Guang-Neng Hu Xinyu Dai Feng-Yu Qiu Rui Xia Tao Li Shujian Huang Jiajun Chen
Joint Representation Learning for Location-Based Social Networks with Multi-Grained Sequential Contexts.Wayne Xin Zhao Feifan Fan Ji-Rong Wen Edward Y. Chang
De-anonymizing Clustered Social Networks by Percolation Graph Matching.Carla-Fabiana Chiasserini Michele Garetto Emilio Leonardi
Community Detection Using Diffusion Information.Maryam Ramezani Ali Khodadadi Hamid R. Rabiee
Profit Maximization with Sufficient Customer Satisfactions.Cheng Long Raymond Chi-Wing Wong Victor Junqiu Wei
Mining Overlapping Communities and Inner Role Assignments through Bayesian Mixed-Membership Models of Networks with Context-Dependent Interactions. Local Spectral Clustering for Overlapping Community Detection.Yixuan Li Kun He Kyle Kloster David Bindel John E. Hopcroft
Systematic Review of Clustering High-Dimensional and Large Datasets. Emerging Trends in Personality Identification Using Online Social Networks - A Literature Survey.Volume 12, Number 1, February 2018
Edgar S. García-Treviño Muhammad Zaid Hameed Javier A. Barria
Partial Sum Minimization of Singular Values Representation on Grassmann Manifolds.Boyue Wang Yongli Hu Junbin Gao Yanfeng Sun Baocai Yin
Learning to Infer Competitive Relationships in Heterogeneous Networks. CommunityDiff: Visualizing Community Clustering Algorithms. GrammarViz 3.0: Interactive Discovery of Variable-Length Time Series Patterns.Pavel Senin Jessica Lin Xing Wang Tim Oates Sunil Gandhi Arnold P. Boedihardjo Crystal Chen Susan Frankenstein
A Session-Based Approach to Fast-But-Approximate Interactive Data Cube Exploration. VisIRR: A Visual Analytics System for Information Retrieval and Recommendation for Large-Scale Document Data.Jaegul Choo Hannah Kim Edward Clarkson Zhicheng Liu Changhyun Lee Fuxin Li Hanseung Lee Ramakrishnan Kannan Charles D. Stolper John T. Stasko Haesun Park
Interactive Discovery of Coordinated Relationship Chains with Maximum Entropy Models.Hao Wu Maoyuan Sun Peng Mi Nikolaj Tatti Chris North Naren Ramakrishnan
Mining Redescriptions with Siren.Esther Galbrun Pauli Miettinen
Visual Analysis of Brain Networks Using Sparse Regression Models.Lei Shi Hanghang Tong Madelaine Daianu Feng Tian Paul M. Thompson
Memory-Efficient and Accurate Sampling for Counting Local Triangles in Graph Streams: From Simple to Multigraphs.Yongsub Lim Minsoo Jung U Kang
ATR-Vis: Visual and Interactive Information Retrieval for Parliamentary Discussions in Twitter.Raheleh Makki Eder J. de Carvalho Axel J. Soto Stephen Brooks Maria Cristina Ferreira de Oliveira Evangelos E. Milios Rosane Minghim
A Viewable Indexing Structure for the Interactive Exploration of Dynamic and Large Image Collections. Editorial: TKDD Special Issue on Interactive Data Exploration and Analytics.