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» Using Bayesian Networks to Model Agent Relationships
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99
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IAT
2007
IEEE
15 years 2 months ago
High-Speed Network Traffic Acquisition for Agent Systems
This paper presents a design of high-speed network traffic acquisition subsystem suitable for agent-based intrusion detection systems. To match the performance requirements and to...
Pavel Celeda, Vojtech Krmicek, Martin Rehák...
IDEAL
2005
Springer
15 years 3 months ago
Identification of Anomalous SNMP Situations Using a Cooperative Connectionist Exploratory Projection Pursuit Model
Abstract. The work presented in this paper shows the capability of a connectionist model, based on a statistical technique called Exploratory Projection Pursuit (EPP), to identify ...
Álvaro Herrero, Emilio Corchado, José...
79
Voted
ICOIN
2003
Springer
15 years 3 months ago
Personal Server Model for Real-Space Networking
As the Internet population grows, not only computers but household electric appliances, such as VCRs and a refrigerators, will become connected to a network. The demand of connecti...
Shirou Wakayama, Yuusuke Kawakita, Mitsunobu Mitsu...
PAKDD
2009
ACM
124views Data Mining» more  PAKDD 2009»
15 years 5 months ago
Dynamic Exponential Family Matrix Factorization
Abstract. We propose a new approach to modeling time-varying relational data such as e-mail transactions based on a dynamic extension of matrix factorization. To estimate effectiv...
Kohei Hayashi, Junichiro Hirayama, Shin Ishii
114
Voted
PR
2011
14 years 1 months ago
Detecting and discriminating behavioural anomalies
This paper aims to address the problem of anomaly detection and discrimination in complex behaviours, where anomalies are subtle and difficult to detect owing to the complex tempo...
Chen Change Loy, Tao Xiang, Shaogang Gong