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EMNLP
2009
13 years 7 months ago
Generalized Expectation Criteria for Bootstrapping Extractors using Record-Text Alignment
Traditionally, machine learning approaches for information extraction require human annotated data that can be costly and time-consuming to produce. However, in many cases, there ...
Kedar Bellare, Andrew McCallum
MM
2006
ACM
218views Multimedia» more  MM 2006»
14 years 3 months ago
SmartLabel: an object labeling tool using iterated harmonic energy minimization
Labeling objects in images is an essential prerequisite for many visual learning and recognition applications that depend on training data, such as image retrieval, object detecti...
Wen Wu, Jie Yang
BMCBI
2006
125views more  BMCBI 2006»
13 years 9 months ago
Development of an open source laboratory information management system for 2-D gel electrophoresis-based proteomics workflow
Background: In the post-genome era, most research scientists working in the field of proteomics are confronted with difficulties in management of large volumes of data, which they...
Hiraku Morisawa, Mikako Hirota, Tosifusa Toda
CHI
2010
ACM
14 years 4 months ago
Interactive optimization for steering machine classification
Interest has been growing within HCI on the use of machine learning and reasoning in applications to classify such hidden states as user intentions, based on observations. HCI res...
Ashish Kapoor, Bongshin Lee, Desney S. Tan, Eric H...
CDC
2008
IEEE
139views Control Systems» more  CDC 2008»
14 years 3 months ago
Human-in-the-loop vehicle routing policies for dynamic environments
— In this paper we design coordination policies for a routing problem requiring human-assisted classification of targets through analysis of information gathered on-site by auto...
Ketan Savla, Tom Temple, Emilio Frazzoli