Probabilistic neural network approach to alleviate sparsity and cold start problems in collaborative recommender systems

2010 ◽  
Author(s):  
M. K. Kavitha Devi ◽  
R. Thirumalai Samy ◽  
S. Vinoth Kumar ◽  
P. Venkatesh
Keyword(s):  
Neural Network ◽  
Recommender Systems ◽  
Probabilistic Neural Network ◽  
Cold Start ◽  
Network Approach ◽  
Neural Network Approach

scholarly journals Simulation And Auditing Of Network Security Based On Probabilistic Neural Network Approach

2012 ◽  
Vol 3 (1) ◽  
pp. 91-94
Author(s):  
Manoj Patel ◽  
Dr. Maneesh Shrivastava ◽  
Kavita Deshmukh
Keyword(s):  
Neural Network ◽  
Network Security ◽  
Clustering Algorithm ◽  
Probabilistic Neural Network ◽  
Network Approach ◽  
Neural Network Approach ◽  
Mobile Adhoc Network ◽  
Adhoc Network ◽  
Multiple Characteristics ◽  
Simulation Purpose

: Probabilistic Neural Network approach used for mobile adhoc network is more efficient way to estimate the network security. In this paper, we are using an Adhoc On Demand Distance Vector (AODV) protocol based mobile adhoc network. In our Proposed Method we are considering the multiple characteristics of nodes. In this we use all the parameter that is necessary in AODV. For simulation purpose we use the probabilistic neural network approach that gives more efficient and accurate results as comparison to the clustering algorithm in the previous systems was used. The performance of PNN (probabilistic neural network) approach is improved  for identifying the particular attack like as wormholes, black holes  and selfish

Toward Work Groups Classification Based on Probabilistic Neural Network Approach

2015 ◽  
pp. 79-89 ◽  
Author(s):  
Christian Napoli ◽  
Giuseppe Pappalardo ◽  
Emiliano Tramontana ◽  
Robert K. Nowicki ◽  
Janusz T. Starczewski ◽  
...  
Keyword(s):  
Neural Network ◽  
Work Groups ◽  
Probabilistic Neural Network ◽  
Network Approach ◽  
Neural Network Approach
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