Sciweavers

ASUNAM
2011
IEEE
12 years 4 months ago
Multi-relational Link Prediction in Heterogeneous Information Networks
Abstract—Many important real-world systems, modeled naturally as complex networks, have heterogeneous interactions and complicated dependency structures. Link prediction in such ...
Darcy A. Davis, Ryan Lichtenwalter, Nitesh V. Chaw...
WAW
2010
Springer
235views Algorithms» more  WAW 2010»
13 years 2 months ago
Multiplicative Attribute Graph Model of Real-World Networks
Large scale real-world network data such as social and information networks are ubiquitous. The study of such social and information networks seeks to find patterns and explain th...
Myunghwan Kim, Jure Leskovec
KDD
2010
ACM
250views Data Mining» more  KDD 2010»
13 years 6 months ago
On community outliers and their efficient detection in information networks
Linked or networked data are ubiquitous in many applications. Examples include web data or hypertext documents connected via hyperlinks, social networks or user profiles connected...
Jing Gao, Feng Liang, Wei Fan, Chi Wang, Yizhou Su...
WSC
2008
13 years 6 months ago
Incorporating information networks into military simulations
Information superiority is considered a critical capability for future joint forces. As advances in technology continue to boost our ability to communicate in new and different wa...
Darryl K. Ahner, Jonathon K. Alt, Francisco Baez, ...
SIGMOD
2010
ACM
217views Database» more  SIGMOD 2010»
13 years 9 months ago
Mining knowledge from databases: an information network analysis approach
Most people consider a database is merely a data repository that supports data storage and retrieval. Actually, a database contains rich, inter-related, multi-typed data and infor...
Jiawei Han, Yizhou Sun, Xifeng Yan, Philip S. Yu
CIKM
2009
Springer
13 years 11 months ago
Networks, communities and kronecker products
Emergence of the web and online computing applications gave rise to rich large scale social activity data. One of the principal challenges then is to build models and understandin...
Jure Leskovec