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ISDA
2010
IEEE
15 years 4 months ago
Comparing SVM ensembles for imbalanced datasets
Real life datasets often suffer from the problem of class imbalance, which thwarts supervised learning process. In such data sets examples of positive (minority) class are signific...
Vasudha Bhatnagar, Manju Bhardwaj, Ashish Mahabal
BPM
2009
Springer
126views Business» more  BPM 2009»
15 years 10 months ago
Micro Workflow Gestural Analysis: Representation in Social Business Processes
Abstract. Enterprises are finding limitations with current modelling and hierarchical methodologies which have human agents as a key component. By requiring a priori knowledge of b...
Ben Jennings, Anthony Finkelstein
PERCOM
2010
ACM
15 years 10 months ago
Zero-knowledge real-time indoor tracking via outdoor wireless directional antennas
—WiFi localization and tracking of indoor moving objects is an important problem in many contexts of ubiquitous buildings, first responder environments, and others. Previous app...
Thadpong Pongthawornkamol, Shameem Ahmed, Klara Na...
EDOC
2004
IEEE
15 years 10 months ago
Security Patterns: A Method for Constructing Secure and Efficient Inter-Company Coordination Systems
As the Internet, intranets and other wide-area open networks grow, novel techniques for building distributed systems, notably mobile agents, are attracting increasing attention. T...
Nobukazu Yoshioka, Shinichi Honiden, Anthony Finke...
DIS
2006
Springer
15 years 10 months ago
Optimal Bayesian 2D-Discretization for Variable Ranking in Regression
In supervised machine learning, variable ranking aims at sorting the input variables according to their relevance w.r.t. an output variable. In this paper, we propose a new relevan...
Marc Boullé, Carine Hue