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VLSISP
2011
358views Database» more  VLSISP 2011»
14 years 7 months ago
Accelerating Machine-Learning Algorithms on FPGAs using Pattern-Based Decomposition
Machine-learning algorithms are employed in a wide variety of applications to extract useful information from data sets, and many are known to suffer from superlinear increases in ...
Karthik Nagarajan, Brian Holland, Alan D. George, ...
133
Voted
AINA
2006
IEEE
15 years 6 months ago
A Hybrid Rule-Based/Case-Based Reasoning Approach for Service Fault Diagnosis
— In today’s service market the provisioning of high quality services has become a critical issue for providers as the business success of their customers is often based on the...
Andreas Hanemann
111
Voted
BMCBI
2008
104views more  BMCBI 2008»
15 years 23 days ago
ReRep: Computational detection of repetitive sequences in genome survey sequences (GSS)
Background: Genome survey sequences (GSS) offer a preliminary global view of a genome since, unlike ESTs, they cover coding as well as non-coding DNA and include repetitive region...
Thomas D. Otto, Leonardo H. F. Gomes, Marcelo Alve...
129
Voted
ECML
2006
Springer
15 years 4 months ago
Multiple-Instance Learning Via Random Walk
This paper presents a decoupled two stage solution to the multiple-instance learning (MIL) problem. With a constructed affinity matrix to reflect the instance relations, a modified...
Dong Wang, Jianmin Li, Bo Zhang
117
Voted
ICWSM
2009
14 years 10 months ago
Delta TFIDF: An Improved Feature Space for Sentiment Analysis
Mining opinions and sentiment from social networking sites is a popular application for social media systems. Common approaches use a machine learning system with a bag of words f...
Justin Martineau, Tim Finin