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161
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ICDM
2010
IEEE
273views Data Mining» more  ICDM 2010»
15 years 2 months ago
Learning Maximum Lag for Grouped Graphical Granger Models
Temporal causal modeling has been a highly active research area in the last few decades. Temporal or time series data arises in a wide array of application domains ranging from med...
Amit Dhurandhar
BMCBI
2010
160views more  BMCBI 2010»
14 years 11 months ago
eHive: An Artificial Intelligence workflow system for genomic analysis
Background: The Ensembl project produces updates to its comparative genomics resources with each of its several releases per year. During each release cycle approximately two week...
Jessica Severin, Kathryn Beal, Albert J. Vilella, ...
141
Voted
ASPLOS
2012
ACM
14 years 9 days ago
A case for unlimited watchpoints
Numerous tools have been proposed to help developers fix software errors and inefficiencies. Widely-used techniques such as memory checking suffer from overheads that limit thei...
Joseph L. Greathouse, Hongyi Xin, Yixin Luo, Todd ...
WSDM
2012
ACM
259views Data Mining» more  WSDM 2012»
14 years 4 days ago
Learning recommender systems with adaptive regularization
Many factorization models like matrix or tensor factorization have been proposed for the important application of recommender systems. The success of such factorization models dep...
Steffen Rendle
181
Voted
JAIR
2012
254views Hardware» more  JAIR 2012»
13 years 7 months ago
Completeness Guarantees for Incomplete Ontology Reasoners: Theory and Practice
To achieve scalability of query answering, the developers of Semantic Web applications are often forced to use incomplete OWL 2 reasoners, which fail to derive all answers for at ...
Bernardo Cuenca Grau, Boris Motik, Giorgos Stoilos...