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Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | |
Proceedings of the Twelfth SIAM International Conference on Data Mining, Anaheim, California, USA, April 26-28, 2012.  |
SDM  |
2012 |
DBLP BibTeX RDF |
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| 1 | Yuan Li, Jessica Lin 0001, Tim Oates |
Visualizing Variable-Length Time Series Motifs. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Parikshit Ram, Dongryeol Lee, Alexander G. Gray |
Nearest-Neighbor Search on a Time Budget via Max-Margin Trees. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Ze Tian, Rui Kuang |
Global Linear Neighborhoods for Efficient Label Propagation. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Charu C. Aggarwal, Karthik Subbian |
Event Detection in Social Streams. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Chi Wang, Jiawei Han, Qi Li, Xiang Li, Wen-Pin Lin, Heng Ji |
Learning Hierarchical Relationships among Partially Ordered Objects with Heterogeneous Attributes and Links. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Bing Hu 0001, Thanawin Rakthanmanon, Bilson J. L. Campana, Abdullah Mueen, Eamonn J. Keogh |
Image Mining of Historical Manuscripts to Establish Provenance. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | James Rosswog, Kanad Ghose |
Detecting and Tracking Coordinated Groups in Dense, Systematically Moving, Crowds. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Koen Smets, Jilles Vreeken |
Slim: Directly Mining Descriptive Patterns. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Pauli Miettinen |
On Finding Joint Subspace Boolean Matrix Factorizations. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Neta Rabin, Ronald R. Coifman |
Heterogeneous Datasets Representation and Learning using Diffusion Maps and Laplacian Pyramids. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Nikolaos M. Freris, Michail Vlachos, Suleyman Serdar Kozat |
Optimal Distance Estimation Between Compressed Data Series. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Yuan Hao, Bilson J. L. Campana, Eamonn J. Keogh |
Monitoring and Mining Insect Sounds in Visual Space. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Anton Dries, Siegfried Nijssen |
Mining Patterns in Networks using Homomorphism. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Mehmet Gönen |
Bayesian Supervised Multilabel Learning with Coupled Embedding and Classification. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Jeon-Hyung Kang, Jun Ma, Yang Liu |
Transfer Topic Modeling with Ease and Scalability. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Xiao Yu, Quanquan Gu, Mianwei Zhou, Jiawei Han |
Citation Prediction in Heterogeneous Bibliographic Networks. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | ErHeng Zhong, Wei Fan, Qiang Yang |
Contextual Collaborative Filtering via Hierarchical Matrix Factorization. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Erich Schubert, Remigius Wojdanowski, Arthur Zimek, Hans-Peter Kriegel |
On Evaluation of Outlier Rankings and Outlier Scores. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Jidong Chen, Wentao Wu, Hang Guo, Wei Wang |
Context-aware Search for Personal Information Management Systems. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Freddy Chong Tat Chua, Hady Wirawan Lauw, Ee-Peng Lim |
Mining Social Dependencies in Dynamic Interaction Networks. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Bing Tian Dai, Freddy Chong Tat Chua, Ee-Peng Lim |
Structural Analysis in Multi-Relational Social Networks. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Tantan Liu, Gagan Agrawal |
Stratification Based Hierarchical Clustering Over a Deep Web Data Source. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Li-Ping Liu, Xiaoli Fern |
Constructing Training Sets for Outlier Detection. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Vatche Ishakian, Dóra Erdös, Evimaria Terzi, Azer Bestavros |
A Framework for the Evaluation and Management of Network Centrality. |
SDM |
2012 |
DBLP BibTeX RDF |
|
| 1 | Weishan Dong, Xin Zhang, Li Li, Changhua Sun, Lei Shi, Wei Sun 0001 |
Detecting Irregularly Shaped Significant Spatial and Spatio-Temporal Clusters. |
SDM |
2012 |
DBLP BibTeX RDF |
|
| 1 | Xiaoxiao Shi, Xiangnan Kong, Philip S. Yu |
Transfer Significant Subgraphs across Graph Databases. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Qiang Zhu 0002, Gustavo E. A. P. A. Batista, Thanawin Rakthanmanon, Eamonn J. Keogh |
A Novel Approximation to Dynamic Time Warping allows Anytime Clustering of Massive Time Series Datasets. |
SDM |
2012 |
DBLP BibTeX RDF |
|
| 1 | Manish Gupta, Peixiang Zhao, Jiawei Han |
Evaluating Event Credibility on Twitter. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Zeehasham Rasheed, Huzefa Rangwala, Daniel Barbará |
Efficient Clustering of Metagenomic Sequences using Locality Sensitive Hashing. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Saurabh V. Pendse, Isaac K. Tetteh, Fredrick H. M. Semazzi, Vipin Kumar, Nagiza F. Samatova |
Toward Data-driven, Semi-automatic Inference of Phenomenological Physical Models: Application to Eastern Sahel Rainfall. |
SDM |
2012 |
DBLP BibTeX RDF |
|
| 1 | Hamed Valizadegan, Saeed Amizadeh, Milos Hauskrecht |
Sampling Strategies to Evaluate the Performance of Unknown Predictors. |
SDM |
2012 |
DBLP BibTeX RDF |
|
| 1 | Sunil Kumar Gupta, Dinh Quoc Phung, Svetha Venkatesh |
A Bayesian Nonparametric Joint Factor Model for Learning Shared and Individual Subspaces from Multiple Data Sources. |
SDM |
2012 |
DBLP BibTeX RDF |
|
| 1 | Xiaoxiao Shi, Jean-François Paiement, David Grangier, Philip S. Yu |
Learning from Heterogeneous Sources via Gradient Boosting Consensus. |
SDM |
2012 |
DBLP BibTeX RDF |
|
| 1 | Charu C. Aggarwal, Shuyang Lin, Philip S. Yu |
On Influential Node Discovery in Dynamic Social Networks. |
SDM |
2012 |
DBLP BibTeX RDF |
|
| 1 | Mustafa Bilgic |
Combining Active Learning and Dynamic Dimensionality Reduction. |
SDM |
2012 |
DBLP BibTeX RDF |
|
| 1 | Jingu Kim, Renato Monteiro, Haesun Park |
Group Sparsity in Nonnegative Matrix Factorization. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Charles Zheng, Scott Schwartz, Robert S. Chapkin, Raymond J. Carroll, Ivan Ivanov |
Feature Selection for High-dimensional Integrated Data. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | C. Seshadhri, Ali Pinar, Tamara G. Kolda |
The Similarity Between Stochastic Kronecker and Chung-Lu Graph Models. |
SDM |
2012 |
DBLP BibTeX RDF |
|
| 1 | Jacob Kogan |
Feature Selection over Distributed Data Streams through Convex Optimization. |
SDM |
2012 |
DBLP BibTeX RDF |
|
| 1 | Pavel P. Kuksa, Imdadullah Khan, Vladimir Pavlovic |
Generalized Similarity Kernels for Efficient Sequence Classification. |
SDM |
2012 |
DBLP BibTeX RDF |
|
| 1 | Christian Thurau, Kristian Kersting, Christian Bauckhage |
Deterministic CUR for Improved Large-Scale Data Analysis: An Empirical Study. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Nikolaos M. Freris, Michail Vlachos, Deepak S. Turaga |
Cluster-Aware Compression with Provable K-means Preservation. |
SDM |
2012 |
DBLP BibTeX RDF |
|
| 1 | Anthony Bagnall, Luke M. Davis, Jon Hills, Jason Lines |
Transformation Based Ensembles for Time Series Classification. |
SDM |
2012 |
DBLP BibTeX RDF |
|
| 1 | Huijing Jiang, Aurelie C. Lozano, Fei Liu |
A Bayesian Markov-switching Model for Sparse Dynamic Network Estimation. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Ting Wang, Mudhakar Srivatsa, Dakshi Agrawal, Ling Liu |
Microscopic Social Influence. |
SDM |
2012 |
DBLP BibTeX RDF |
|
| 1 | Charu C. Aggarwal |
The Multi-Set Stream Clustering Problem. |
SDM |
2012 |
DBLP BibTeX RDF |
|
| 1 | Faris Alqadah, Joel S. Bader, Rajul Anand, Chandan K. Reddy |
Query-based Biclustering using Formal Concept Analysis. |
SDM |
2012 |
DBLP BibTeX RDF |
|
| 1 | Jaegul Choo, Shawn Bohn, Grant Nakamura, Amanda M. White, Haesun Park |
Heterogeneous Data Fusion via Space Alignment Using Nonmetric Multidimensional Scaling. |
SDM |
2012 |
DBLP BibTeX RDF |
|
| 1 | Liang Ge, Aidong Zhang |
Pseudo Cold Start Link Prediction with Multiple Sources in Social Networks. |
SDM |
2012 |
DBLP BibTeX RDF |
|
| 1 | George Forman |
Feature Selection "Tomography" - Illustrating that Optimal Feature Filtering is Hopelessly Ungeneralizable. |
SDM |
2012 |
DBLP BibTeX RDF |
|
| 1 | Dongryeol Lee, Richard W. Vuduc, Alexander G. Gray |
A Distributed Kernel Summation Framework for General-Dimension Machine Learning. |
SDM |
2012 |
DBLP BibTeX RDF |
|
| 1 | Soumyadeep Chatterjee, Karsten Steinhaeuser, Arindam Banerjee, Snigdhansu Chatterjee, Auroop R. Ganguly |
Sparse Group Lasso: Consistency and Climate Applications. |
SDM |
2012 |
DBLP BibTeX RDF |
|
| 1 | Qiang Fu, Arindam Banerjee, Stefan Liess, Peter K. Snyder |
Drought Detection of the Last Century: An MRF-based Approach. |
SDM |
2012 |
DBLP BibTeX RDF |
|
| 1 | Amita Gajewar, Atish Das Sarma |
Multi-skill Collaborative Teams based on Densest Subgraphs. |
SDM |
2012 |
DBLP BibTeX RDF |
|
| 1 | Charu C. Aggarwal, Yan Xie, Philip S. Yu |
On Dynamic Link Inference in Heterogeneous Networks. |
SDM |
2012 |
DBLP BibTeX RDF |
|
| 1 | Chuan Shi, Xiangnan Kong, Philip S. Yu, Bai Wang |
Multi-Objective Multi-Label Classification. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Jesin Zakaria, Sarah Rotschafer, Abdullah Mueen, Khaleel Razak, Eamonn J. Keogh |
Mining Massive Archives of Mice Sounds with Symbolized Representations. |
SDM |
2012 |
DBLP BibTeX RDF |
|
| 1 | Sihong Xie, Wei Fan, Philip S. Yu |
An Iterative and Re-weighting Framework for Rejection and Uncertainty Resolution in Crowdsourcing. |
SDM |
2012 |
DBLP BibTeX RDF |
|
| 1 | Mingsheng Long, Jianmin Wang 0001, Guiguang Ding, Wei Cheng, Xiang Zhang, Wei Wang |
Dual Transfer Learning. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Boris Cule, Nikolaj Tatti, Bart Goethals |
MARBLES: Mining Association Rules Buried in Long Event Sequences. |
SDM |
2012 |
DBLP BibTeX RDF |
|
| 1 | Yangpai Liu, Huiping Cao, Yifan Hao, Peng Han, Xinda Zeng |
Discovering Context-aware Influential Objects. |
SDM |
2012 |
DBLP BibTeX RDF |
|
| 1 | Jiliang Tang, Huan Liu |
Feature Selection with Linked Data in Social Media. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Rikiya Takahashi, Takayuki Osogami, Tetsuro Morimura |
Large-Scale Nonparametric Estimation of Vehicle Travel Time Distributions. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Fragkiskos D. Malliaros, Vasileios Megalooikonomou, Christos Faloutsos |
Fast Robustness Estimation in Large Social Graphs: Communities and Anomaly Detection. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Rong-Hua Li, Jeffrey Xu Yu, Xin Huang, Hong Cheng |
Robust Reputation-Based Ranking on Bipartite Rating Networks. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Mohammad Taha Bahadori, Yan Liu |
Granger Causality Analysis in Irregular Time Series. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Mihajlo Grbovic, Nemanja Djuric, Slobodan Vucetic |
Supervised Clustering of Label Ranking Data. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Jana Schmidt, Sonja Ansorge, Stefan Kramer |
Scalable Induction of Probabilistic Real-Time Automata Using Maximum Frequent Pattern Based Clustering. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Kristian Kersting, Mirwaes Wahabzada, Christoph Römer, Christian Thurau, Agim Ballvora, Uwe Rascher, Jens Leon, Christian Bauckhage, Lutz Plümer |
Simplex Distributions for Embedding Data Matrices over Time. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Peng Wang, Peng Zhang, Li Guo |
Mining Multi-Label Data Streams Using Ensemble-Based Active Learning. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Tinghui Zhou, Hanhuai Shan, Arindam Banerjee, Guillermo Sapiro |
Kernelized Probabilistic Matrix Factorization: Exploiting Graphs and Side Information. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Nicola Barile, Ad Feelders |
Active Learning with Monotonicity Constraints. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Hanbo Dai, Feida Zhu, Ee-Peng Lim, HweeHwa Pang |
Detecting Extreme Rank Anomalous Collections. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Xinran He, Guojie Song, Wei Chen, Qingye Jiang |
Influence Blocking Maximization in Social Networks under the Competitive Linear Threshold Model. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Chuanren Liu, Tianming Hu, Yong Ge, Hui Xiong |
Which Distance Metric is Right: An Evolutionary K-Means View. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Lu An Tang, Quanquan Gu, Xiao Yu, Jiawei Han, Thomas F. La Porta, Alice Leung, Tarek F. Abdelzaher, Lance M. Kaplan |
IntruMine: Mining Intruders in Untrustworthy Data of Cyber-physical Systems. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Adam Lugowski, David M. Alber, Aydin Buluç, John R. Gilbert, Steve Reinhardt, Yun Teng, Andrew Waranis |
A Flexible Open-Source Toolbox for Scalable Complex Graph Analysis. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Xutao Li, Michael K. Ng, Yunming Ye |
HAR: Hub, Authority and Relevance Scores in Multi-Relational Data for Query Search. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Nicola Barbieri, Giuseppe Manco, Riccardo Ortale, Ettore Ritacco |
Balancing Prediction and Recommendation Accuracy: Hierarchical Latent Factors for Preference Data. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Dijun Luo, Fei Wang 0001, Jimeng Sun, Marianthi Markatou, Jianying Hu, Shahram Ebadollahi |
SOR: Scalable Orthogonal Regression for Low-Redundancy Feature Selection and its Healthcare Applications. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Jiong Yang, Wei Su, Shirong Li, Mehmet M. Dalkiliç |
WIGM: Discovery of Subgraph Patterns in a Large Weighted Graph. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Giovanni Da San Martino, Nicolò Navarin, Alessandro Sperduti |
A Tree-Based Kernel for Graphs. |
SDM |
2012 |
DBLP BibTeX RDF |
|
| 1 | Henrik Grosskreutz |
Class Relevant Pattern Mining in Output-Polynomial Time. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Xue Bai, Zezhen Lin, Yun Xiong, Yangyong Zhu |
Clustering Based on Yukawa Potential. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Xi Chen, Jingrui He, Rick Lawrence, Jaime G. Carbonell |
Adaptive Multi-task Sparse Learning with an Application to fMRI Study. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Yoshitaka Kameya, Taisuke Sato |
RP-growth: Top-k Mining of Relevant Patterns with Minimum Support Raising. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Leman Akoglu, Hanghang Tong, Brendan Meeder, Christos Faloutsos |
PICS: Parameter-free Identification of Cohesive Subgroups in Large Attributed Graphs. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Jaya Kawale, Aditya Pal, Rob Fatland |
Tracking Spatio-Temporal Diffusion in Climate Data. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Hoang Thanh Lam, Fabian Moerchen, Dmitriy Fradkin, Toon Calders |
Mining Compressing Sequential Patterns. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Guo-Jun Qi, Charu C. Aggarwal, Thomas S. Huang |
Transfer Learning of Distance Metrics by Cross-Domain Metric Sampling across Heterogeneous Spaces. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Samuel J. Blasiak, Huzefa Rangwala, Kathryn B. Laskey |
Beam Methods for the Profile Hidden Markov Model. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Sundararajan Sellamanickam, Charu Tiwari, Sathiya Keerthi Selvaraj |
Regularized Structured Output Learning with Partial Labels. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Marina Sokol, Konstantin Avrachenkov, Paulo Gonçalves, Alexey Mishenin |
Generalized Optimization Framework for Graph-based Semi-supervised Learning. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Jun Wang 0006, Kush R. Varshney, Aleksandra Mojsilovic |
Legislative Prediction via Random Walks over a Heterogeneous Graph. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Da Kuang, Haesun Park, Chris H. Q. Ding |
Symmetric Nonnegative Matrix Factorization for Graph Clustering. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Salvatore Ruggieri |
Subtree Replacement in Decision Tree Simplification. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Irene Ntoutsi, Arthur Zimek, Themis Palpanas, Peer Kröger, Hans-Peter Kriegel |
Density-based Projected Clustering over High Dimensional Data Streams. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | U. Kang, Hanghang Tong, Jimeng Sun |
Fast Random Walk Graph Kernel. |
SDM |
2012 |
DBLP BibTeX RDF |
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| 1 | Koen Smets, Jilles Vreeken |
The Odd One Out: Identifying and Characterising Anomalies. |
SDM |
2011 |
DBLP BibTeX RDF |
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