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89
Voted
AAAI
2015
10 years 1 months ago
Towards User-Adaptive Information Visualization
This paper summarizes an ongoing multi-year project aiming to uncover knowledge and techniques for devising intelligent environments for user-adaptive visualizations. We ran three...
Cristina Conati, Giuseppe Carenini, Dereck Toker, ...
85
Voted
AAAI
2015
10 years 1 months ago
Self-Paced Learning for Matrix Factorization
Matrix factorization (MF) has been attracting much attention due to its wide applications. However, since MF models are generally non-convex, most of the existing methods are easi...
Qian Zhao, Deyu Meng, Lu Jiang, Qi Xie, Zongben Xu...
AAAI
2015
10 years 1 months ago
Goal Recognition Design for Non-Optimal Agents
Goal recognition design involves the offline analysis of goal recognition models by formulating measures that assess the ability to perform goal recognition within a model and ï¬...
Sarah Keren, Avigdor Gal, Erez Karpas
92
Voted
AAAI
2015
10 years 1 months ago
Learning Entity and Relation Embeddings for Knowledge Graph Completion
Knowledge graph completion aims to perform link prediction between entities. In this paper, we consider the approach of knowledge graph embeddings. Recently, models such as TransE...
Yankai Lin, Zhiyuan Liu, Maosong Sun, Yang Liu, Xu...
114
Voted
AAAI
2015
10 years 1 months ago
Integrating Image Clustering and Codebook Learning
Image clustering and visual codebook learning are two fundamental problems in computer vision and they are tightly related. On one hand, a good codebook can generate effective fea...
Pengtao Xie, Eric P. Xing