E-NIPS: An Event-Based Network Intrusion Prediction System

2007 ◽  
pp. 37-52 ◽  
Author(s):  
Pradeep Kannadiga ◽  
Mohammad Zulkernine ◽  
Anwar Haque
Keyword(s):  
Prediction System ◽  
Network Intrusion ◽  
Event Based

Skill of a Ceiling and Visibility Local Ensemble Prediction System (LEPS) according to Fog-Type Prediction at Paris-Charles de Gaulle Airport

2009 ◽  
Vol 24 (6) ◽  
pp. 1511-1523 ◽  
Author(s):  
Stevie Roquelaure ◽  
Robert Tardif ◽  
Samuel Remy ◽  
Thierry Bergot
Keyword(s):  
Traffic Safety ◽  
Ensemble Prediction ◽  
Prediction System ◽  
Radiation Fog ◽  
Ensemble Prediction System ◽  
Charles De Gaulle ◽  
Low Visibility ◽  
Radiation Fogs ◽  
Event Based ◽  
De Gaulle

Abstract A specific event, called a low-visibility procedure (LVP), has been defined when visibility is under 600 m and/or the ceiling is under 60 m at Paris-Charles de Gaulle Airport, Paris, France, to ensure air traffic safety and to reduce the economic issues related to poor visibility conditions. The Local Ensemble Prediction System (LEPS) has been designed to estimate LVP likelihood in order to help forecasters in their tasks. This work evaluates the skill of LEPS for each type of LVP that takes place at the airport area during five winter seasons from 2002 to 2007. An event-based classification reveals that stratus base lowering, advection, and radiation fogs make up for 78% of the LVP cases that occurred near the airport during this period. This study also demonstrates that LEPS is skillful on these types of event for short-term forecasts. When the ensemble runs start with initialized LVP events, the prediction of advection fogs is as skillful as the prediction of radiation fog events and stratus base lowering. At 3 and 6 h before the runs where LVP events were initialized, LEPS still shows positive skill for radiation fog events and stratus base lowering cases.

A neuro-genetic based short-term forecasting framework for network intrusion prediction system

2009 ◽  
Vol 6 (4) ◽  
pp. 406-414 ◽  
Author(s):  
Siva S. Sivatha Sindhu ◽  
S. Geetha ◽  
M. Marikannan ◽  
A. Kannan
Keyword(s):  
Prediction System ◽  
Short Term ◽  
Network Intrusion ◽  
Short Term Forecasting
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