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» The Inverse Classification Problem
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CHI
2007
ACM
16 years 7 months ago
Minimizing modality bias when exploring input preferences for multimodal systems in new domains: the archivus case study
In this paper we discuss the problems faced when trying to design an evaluation protocol for a multimodal system using novel input modalities and in a new domain. In particular, w...
Agnes Lisowska, Martin Rajman, Mireille Bét...
ICIAP
2005
ACM
16 years 6 months ago
Learning Intrusion Detection: Supervised or Unsupervised?
Abstract. Application and development of specialized machine learning techniques is gaining increasing attention in the intrusion detection community. A variety of learning techniq...
Pavel Laskov, Patrick Düssel, Christin Sch&au...
ICMCS
2005
IEEE
97views Multimedia» more  ICMCS 2005»
16 years 11 days ago
A computationally efficient 3D shape rejection algorithm
In this paper, we present an efficient 3D shape rejection algorithm for unlabeled 3D markers. The problem is important in domains such as rehabilitation and the performing arts. T...
Yinpeng Chen, Hari Sundaram
ISI
2005
Springer
16 years 8 days ago
Leveraging One-Class SVM and Semantic Analysis to Detect Anomalous Content
Experiments were conducted to test several hypotheses on methods for improving document classification for the malicious insider threat problem within the Intelligence Community. ...
Ozgur Yilmazel, Svetlana Symonenko, Niranjan Balas...
ICANN
2007
Springer
15 years 10 months ago
Resilient Approximation of Kernel Classifiers
Abstract. Trained support vector machines (SVMs) have a slow runtime classification speed if the classification problem is noisy and the sample data set is large. Approximating the...
Thorsten Suttorp, Christian Igel