نتایج جستجو برای: network sampling

تعداد نتایج: 872304  

Journal: :Proceedings of the AAAI Conference on Artificial Intelligence 2020

Journal: :Frontiers in Physics 2023

With the development of quantum computing, application neural networks will be more and extensive, its security also face challenges. Although communication has high security, may have many internal external insecure factors in process information transmission, such as noise impact during preparation input states, privacy disclosure attacks on network structure, which cause major incidents. Bec...

Journal: :Engineering Applications of Artificial Intelligence 2020

Journal: :ACM Transactions on Modeling and Computer Simulation 2010

2010
Matthias Schonlau Elisabeth Liebau

Respondent driven sampling (RDS) is a network sampling technique typically employed for hard-to-reach populations (e.g. drug users, men who have sex with men, people with HIV). Similar to snowball sampling, initial seed respondents recruit additional respondents from their network of friends. The recruiting process repeats iteratively, thereby forming long referral chains. Unlike in snowball sa...

2013
Raman Singh Harish Kumar R. K. Singla

Network traffic data is huge, varying and imbalanced because various classes are not equally distributed. Machine learning (ML) algorithms for traffic analysis uses the samples from this data to recommend the actions to be taken by the network administrators. Due to imbalances in dataset, machine learning algorithms may give biased or false results leading to serious degradation in performance ...

Journal: :Decision support systems 2011
Edoardo M. Airoldi Xue Bai Kathleen M. Carley

Methods for generating a random sample of networks with desired properties are important tools for the analysis of social, biological, and information networks. Algorithm-based approaches to sampling networks have received a great deal of attention in recent literature. Most of these algorithms are based on simple intuitions that associate the full features of connectivity patterns with specifi...

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