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ICTAI
2010
IEEE
15 years 3 months ago
Instance-Based Ensemble Pruning via Multi-Label Classification
Ensemble pruning is concerned with the reduction of the size of an ensemble prior to its combination. Its purpose is to reduce the space and time complexity of the ensemble and/or ...
Fotini Markatopoulou, Grigorios Tsoumakas, Ioannis...
ICRA
2009
IEEE
161views Robotics» more  ICRA 2009»
15 years 3 months ago
Control for throwing manipulation by one joint robot
This paper proposes a throwing manipulation strategy for a robot with one revolute joint. The throwing manipulation enables the robot not only to manipulate the object to outside o...
Hideyuki Miyashita, Tasuku Yamawaki, Masahito Yash...
ICWSM
2009
15 years 3 months ago
Regression-Based Summarization of Email Conversations
In this paper we present a regression-based machine learning approach to email thread summarization. The regression model is able to take advantage of multiple gold-standard annot...
Jan Ulrich, Giuseppe Carenini, Gabriel Murray, Ray...
CLEIEJ
2010
15 years 2 months ago
Synchronous versus Asynchronous interaction between users of two collaborative tools for the production of Use Cases
The performance of requirement engineers in the production of Use Cases is analyzed and compared using a collaborative editor in synchronous mode versus one in asynchronous mode, ...
Carlos M. Fuenzalida, Hector B. Antillanca
ASC
2011
15 years 12 days ago
Handling drifts and shifts in on-line data streams with evolving fuzzy systems
In this paper, we present new approaches to handling drift and shift in on-line data streams with the help of evolving fuzzy systems (EFS), which are characterized by the fact tha...
Edwin Lughofer, Plamen P. Angelov