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146
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DATAMINE
1999
81views more  DATAMINE 1999»
15 years 3 months ago
The Role of Occam's Razor in Knowledge Discovery
Many KDD systems incorporate an implicit or explicit preference for simpler models, but this use of "Occam's razor" has been strongly criticized by several authors (...
Pedro Domingos
121
Voted
TSE
1998
92views more  TSE 1998»
15 years 3 months ago
Requirements Development in Scenario-Based Design
—We describe and analyze the process of requirements development in scenario-based design through consideration of a case study. In our project, a group of teachers and system de...
John M. Carroll, Mary Beth Rosson, George Chin Jr....
140
Voted
JDWM
2010
139views more  JDWM 2010»
15 years 2 months ago
Mining Frequent Generalized Patterns for Web Personalization in the Presence of Taxonomies
The Web is a continuously evolving environment, since its content is updated on a regular basis. As a result, the traditional usagebased approach to generate recommendations that ...
Panagiotis Giannikopoulos, Iraklis Varlamis, Magda...
116
Voted
UIST
2010
ACM
15 years 1 months ago
Eddi: interactive topic-based browsing of social status streams
Twitter streams are on overload: active users receive hundreds of items per day, and existing interfaces force us to march through a chronologically-ordered morass to find tweets ...
Michael S. Bernstein, Bongwon Suh, Lichan Hong, Ji...
162
Voted
CVPR
2011
IEEE
14 years 11 months ago
A Segmentation-aware Object Detection Model with Occlusion Handling
The bounding box representation employed by many popular object detection models [3, 6] implicitly assumes all pixels inside the box belong to the object. This assumption makes th...
Tianshi Gao, Benjamin Packer, Daphne Koller