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ACM Transactions on Knowledge Discovery from Data, Volume 11
Volume 11, Number 1, August 2016
- Zhiwen Yu
, Miao Tian, Zhu Wang, Bin Guo
Shop-Type Recommendation Leveraging the Data from Social Media and Location-Based Services. 1:1-1:21 - Luke K. McDowell, David W. Aha:
Leveraging Neighbor Attributes for Classification in Sparsely Labeled Networks. 2:1-2:37 - Xiaojun Chang
Convex Sparse PCA for Unsupervised Feature Learning. 3:1-3:16 - Ou Wu, Qiang You, Fen Xia, Lei Ma, Weiming Hu:
Listwise Learning to Rank from Crowds. 4:1-4:39 - Junming Shao, Qinli Yang, Hoang-Vu Dang, Bertil Schmidt
Scalable Clustering by Iterative Partitioning and Point Attractor Representation. 5:1-5:23 - Josif Grabocka, Nicolas Schilling, Lars Schmidt-Thieme
Latent Time-Series Motifs. 6:1-6:20 - Xianchao Zhang, Linlin Zong
Sampling for Nyström Extension-Based Spectral Clustering: Incremental Perspective and Novel Analysis. 7:1-7:25 - Maoying Qiao, Richard Yi Da Xu
Fast Sampling for Time-Varying Determinantal Point Processes. 8:1-8:24 - Pierluigi Crescenzi
Greedily Improving Our Own Closeness Centrality in a Network. 9:1-9:32 - Xiang Li
The Convergence Behavior of Naive Bayes on Large Sparse Datasets. 10:1-10:24 - Yanjie Fu, Hui Xiong, Yong Ge, Yu Zheng, Zijun Yao, Zhi-Hua Zhou:
Modeling of Geographic Dependencies for Real Estate Ranking. 11:1-11:27
Volume 11, Number 2, December 2016
- Zekai J. Gao, Chris Jermaine:
Distributed Algorithms for Computing Very Large Thresholded Covariance Matrices. 12:1-12:25 - Chenguang Wang, Yangqiu Song, Dan Roth, Ming Zhang, Jiawei Han:
World Knowledge as Indirect Supervision for Document Clustering. 13:1-13:36 - Tanmoy Chakraborty
Permanence and Community Structure in Complex Networks. 14:1-14:34 - Laura M. Smith, Linhong Zhu, Kristina Lerman, Allon G. Percus:
Partitioning Networks with Node Attributes by Compressing Information Flow. 15:1-15:26 - Kui Yu, Xindong Wu, Wei Ding
Scalable and Accurate Online Feature Selection for Big Data. 16:1-16:39 - Bin Liu
Structural Analysis of User Choices for Mobile App Recommendation. 17:1-17:23 - Foto N. Afrati, Shlomi Dolev
Assignment Problems of Different-Sized Inputs in MapReduce. 18:1-18:35 - Zhongyuan Wang, Fang Wang, Haixun Wang, Zhirui Hu, Jun Yan, Fangtao Li, Ji-Rong Wen, Zhoujun Li
Unsupervised Head-Modifier Detection in Search Queries. 19:1-19:28 - Yi Chang
Lifecycle Modeling for Buzz Temporal Pattern Discovery. 20:1-20:24 - Qiang Wei, Dandan Qiao
A Novel Bipartite Graph Based Competitiveness Degree Analysis from Query Logs. 21:1-21:25 - Yuanli Pei, Xiaoli Z. Fern, Teresa Vania Tjahja, Rómer Rosales:
Comparing Clustering with Pairwise and Relative Constraints: A Unified Framework. 22:1-22:26 - Carlos M. Lorenzetti
Mining for Topics to Suggest Knowledge Model Extensions. 23:1-23:30 - Dheeraj Kumar, James C. Bezdek, Sutharshan Rajasegarar
Adaptive Cluster Tendency Visualization and Anomaly Detection for Streaming Data. 24:1-24:40 - Wen-Yuan Zhu, Wen-Chih Peng, Ling-Jyh Chen
Exploiting Viral Marketing for Location Promotion in Location-Based Social Networks. 25:1-25:28
Volume 11, Number 3, April 2017
- Ahmet Erdem Sariyüce, Kamer Kaya, Erik Saule
Graph Manipulations for Fast Centrality Computation. 26:1-26:25 - Polina Rozenshtein, Nikolaj Tatti
Finding Dynamic Dense Subgraphs. 27:1-27:30 - Guannan Liu, Yanjie Fu, Guoqing Chen, Hui Xiong, Can Chen:
Modeling Buying Motives for Personalized Product Bundle Recommendation. 28:1-28:26 - Ting Guo
Combining Structured Node Content and Topology Information for Networked Graph Clustering. 29:1-29:29 - Qi Liu, Biao Xiang, Nicholas Jing Yuan, Enhong Chen, Hui Xiong, Yi Zheng, Yu Yang
An Influence Propagation View of PageRank. 30:1-30:30 - Sen Wang
Learning Multiple Diagnosis Codes for ICU Patients with Local Disease Correlation Mining. 31:1-31:21 - Seung-Hee Bae, Daniel Halperin, Jevin D. West, Martin Rosvall, Bill Howe:
Scalable and Efficient Flow-Based Community Detection for Large-Scale Graph Analysis. 32:1-32:30 - Chong Peng, Zhao Kang, Yunhong Hu, Jie Cheng, Qiang Cheng:
Robust Graph Regularized Nonnegative Matrix Factorization for Clustering. 33:1-33:30 - Xun Tang, Maha Alabduljalil
Partitioned Similarity Search with Cache-Conscious Data Traversal. 34:1-34:38 - Shanshan Feng, Jian Cao, Jie Wang, Shiyou Qian:
Recommendations Based on Comprehensively Exploiting the Latent Factors Hidden in Items' Ratings and Content. 35:1-35:27 - Xutong Liu, Feng Chen, Yen-Cheng Lu, Chang-Tien Lu
Spatial Prediction for Multivariate Non-Gaussian Data. 36:1-36:27 - Liang Wang, Zhiwen Yu
Moving Destination Prediction Using Sparse Dataset: A Mobility Gradient Descent Approach. 37:1-37:33 - Kimon Fountoulakis, Abhisek Kundu, Eugenia-Maria Kontopoulou, Petros Drineas
A Randomized Rounding Algorithm for Sparse PCA. 38:1-38:26
Volume 11, Number 4, August 2017
- Charu C. Aggarwal:
Introduction to Special Issue on the Best Papers from KDD 2016. 39:1-39:3 - Wei Cheng, Jingchao Ni, Kai Zhang, Haifeng Chen, Guofei Jiang, Yu Shi, Xiang Zhang, Wei Wang
Ranking Causal Anomalies for System Fault Diagnosis via Temporal and Dynamical Analysis on Vanishing Correlations. 40:1-40:28 - Tianyang Zhang, Peng Cui, Christos Faloutsos, Yunfei Lu, Hao Ye, Wenwu Zhu, Shiqiang Yang:
comeNgo: A Dynamic Model for Social Group Evolution. 41:1-41:22 - Chen Chen
Cross-Dependency Inference in Multi-Layered Networks: A Collaborative Filtering Perspective. 42:1-42:26 - Lorenzo De Stefani, Alessandro Epasto
TRIÈST: Counting Local and Global Triangles in Fully Dynamic Streams with Fixed Memory Size. 43:1-43:50 - Bryan Hooi
Graph-Based Fraud Detection in the Face of Camouflage. 44:1-44:26 - Ashton Anderson, Jon M. Kleinberg, Sendhil Mullainathan
Assessing Human Error Against a Benchmark of Perfection. 45:1-45:25
- Yihan Wang, Shaoxu Song
Discovering Conditional Matching Rules. 46:1-46:38 - Christos Anagnostopoulos
Query-Driven Learning for Predictive Analytics of Data Subspace Cardinality. 47:1-47:46 - Yue Wu, Steven C. H. Hoi
Large-Scale Online Feature Selection for Ultra-High Dimensional Sparse Data. 48:1-48:22 - Alceu Ferraz Costa
Modeling Temporal Activity to Detect Anomalous Behavior in Social Media. 49:1-49:23 - Soroush Vosoughi
Rumor Gauge: Predicting the Veracity of Rumors on Twitter. 50:1-50:36 - Oualid Boutemine, Mohamed Bouguessa:
Mining Community Structures in Multidimensional Networks. 51:1-51:36 - Essam Algizawy, Tetsuji Ogawa, Ahmed El-Mahdy
Real-Time Large-Scale Map Matching Using Mobile Phone Data. 52:1-52:38
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