Sciweavers

KDD
2010
ACM
235views Data Mining» more  KDD 2010»
14 years 15 days ago
The topic-perspective model for social tagging systems
In this paper, we propose a new probabilistic generative model, called Topic-Perspective Model, for simulating the generation process of social annotations. Different from other g...
Caimei Lu, Xiaohua Hu, Xin Chen, Jung-ran Park, Ti...
KDD
2010
ACM
187views Data Mining» more  KDD 2010»
14 years 15 days ago
Fast nearest-neighbor search in disk-resident graphs
Purnamrita Sarkar, Andrew W. Moore
KDD
2010
ACM
232views Data Mining» more  KDD 2010»
14 years 15 days ago
Discovering frequent patterns in sensitive data
Discovering frequent patterns from data is a popular exploratory technique in data mining. However, if the data are sensitive (e.g. patient health records, user behavior records) ...
Raghav Bhaskar, Srivatsan Laxman, Adam Smith, Abhr...
KDD
2010
ACM
279views Data Mining» more  KDD 2010»
14 years 15 days ago
Unifying dependent clustering and disparate clustering for non-homogeneous data
Modern data mining settings involve a combination of attributevalued descriptors over entities as well as specified relationships between these entities. We present an approach t...
M. Shahriar Hossain, Satish Tadepalli, Layne T. Wa...
KDD
2010
ACM
252views Data Mining» more  KDD 2010»
14 years 15 days ago
Fast query execution for retrieval models based on path-constrained random walks
Many recommendation and retrieval tasks can be represented as proximity queries on a labeled directed graph, with typed nodes representing documents, terms, and metadata, and labe...
Ni Lao, William W. Cohen
KDD
2010
ACM
194views Data Mining» more  KDD 2010»
14 years 15 days ago
Versatile publishing for privacy preservation
Motivated by the insufficiency of the existing quasi-identifier/sensitiveattribute (QI-SA) framework on modeling real-world privacy requirements for data publishing, we propose ...
Xin Jin, Mingyang Zhang, Nan Zhang 0004, Gautam Da...
KDD
2010
ACM
186views Data Mining» more  KDD 2010»
14 years 15 days ago
Dynamics of conversations
Ravi Kumar, Mohammad Mahdian, Mary McGlohon
INCDM
2010
Springer
152views Data Mining» more  INCDM 2010»
14 years 15 days ago
The Impact of Experimental Setup on Prepaid Churn Modeling: Data, Population and Outcome Definition
Prepaid customers in mobile telecommunications are not bound by a contract and can therefore change operators (‘churn’) at their convenience and without notification. This make...
Dejan Radosavljevik, Peter van der Putten, Kim Kyl...
INCDM
2010
Springer
213views Data Mining» more  INCDM 2010»
14 years 15 days ago
Automated Vision-Based Diagnosis of Cassava Mosaic Disease
Abstract. Cassava Mosaic Disease (CMD) has been an increasing concern to all countries in sub-Saharan Africa that depend on cassava for both commercial and local consumption. Infor...
Jennifer R. Aduwo, Ernest Mwebaze, John A. Quinn
PAKDD
2010
ACM
175views Data Mining» more  PAKDD 2010»
14 years 18 days ago
EigenSpokes: Surprising Patterns and Scalable Community Chipping in Large Graphs
Abstract. We report a surprising, persistent pattern in large sparse social graphs, which we term EigenSpokes. We focus on large Mobile Call graphs, spanning about 186K nodes and m...
B. Aditya Prakash, Ashwin Sridharan, Mukund Seshad...