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TKDE
2010
137views more  TKDE 2010»
15 years 4 months ago
A Survey on Transfer Learning
—A major assumption in many machine learning and data mining algorithms is that the training and future data must be in the same feature space and have the same distribution. How...
Sinno Jialin Pan, Qiang Yang
CORR
2010
Springer
142views Education» more  CORR 2010»
15 years 4 months ago
Budget Feasible Mechanisms
We study a novel class of mechanism design problems in which the outcomes are constrained by the payments. This basic class of mechanism design problems captures many common econom...
Christos H. Papadimitriou, Yaron Singer
CORR
2010
Springer
114views Education» more  CORR 2010»
15 years 4 months ago
Efficiently Discovering Hammock Paths from Induced Similarity Networks
ty networks are important abstractions in many information management applications such as recommender systems, corpora analysis, and medical informatics. For instance, in a recom...
M. Shahriar Hossain, Michael Narayan, Naren Ramakr...
DLOG
2010
15 years 4 months ago
The Logical Difference For Fuzzy EL+ Ontologies
Abstract. Ontologies undergo changes for reasons such as changes in knowledge, meeting varying application requirements. Thus, for different versions of a considered ontology, it i...
Shasha Feng, Yonggang Zhang, Dantong Ouyang, Haiya...
ERSA
2010
186views Hardware» more  ERSA 2010»
15 years 4 months ago
DAPR: Design Automation for Partially Reconfigurable FPGAs
Partial reconfiguration (PR) enhances traditional FPGA-based high-performance reconfigurable computing by providing additional benefits such as reduced area and memory requirements...
Shaon Yousuf, Ann Gordon-Ross