Neural networks in big data and Web search
W Serrano - Data, 2018 - mdpi.com
As digitalization is gradually transforming reality into Big Data, Web search engines and
recommender systems are fundamental user experience interfaces to make the generated …
recommender systems are fundamental user experience interfaces to make the generated …
Quantum neural networks
K Beer - arXiv preprint arXiv:2205.08154, 2022 - arxiv.org
This PhD thesis combines two of the most exciting research areas of the last decades:
quantum computing and machine learning. We introduce dissipative quantum neural …
quantum computing and machine learning. We introduce dissipative quantum neural …
[HTML][HTML] A survey on cognitive packet networks: Taxonomy, state-of-the-art, recurrent neural networks, and QoS metrics
PP Ray - Journal of King Saud University-Computer and …, 2022 - Elsevier
Resilience and flexibility are the means by which a network stands for an efficient service
provider platform. Cognitive packet network (CPN) is such a paradigm that solely depends …
provider platform. Cognitive packet network (CPN) is such a paradigm that solely depends …
Genetic and deep learning clusters based on neural networks for management decision structures
W Serrano - Neural Computing and Applications, 2020 - Springer
Judgments are taken in a structured way; both human and business management decisions
involve a hierarchical process that requires a level of compromise between risk, cost …
involve a hierarchical process that requires a level of compromise between risk, cost …
The random neural network with deep learning clusters in smart search
This paper proposes a Neurocomputing application that reorders the Web results obtained
from different Web Search Engines emulating the way our brain takes decisions. The …
from different Web Search Engines emulating the way our brain takes decisions. The …
A big data intelligent search assistant based on the random neural network
W Serrano - Advances in Big Data: Proceedings of the 2nd INNS …, 2017 - Springer
The need to search for specific information or products in the ever expanding Internet has
led the development of Web search engines and recommender systems. Whereas their …
led the development of Web search engines and recommender systems. Whereas their …
The deep learning random neural network with a management cluster
Abstract We propose the Random Neural Network with Deep Learning Clusters that
emulates the way the brain takes decisions. We apply our model to measure and evaluate …
emulates the way the brain takes decisions. We apply our model to measure and evaluate …
The random neural network in a neurocomputing application for web search
Web users are not assured that the results provided by Web search engines or
recommender systems are either exhaustive, or even the most relevant to their search …
recommender systems are either exhaustive, or even the most relevant to their search …
Intelligent search with deep learning clusters
This paper proposes an Intelligent Search Assistant (ISA) that emulates a brain learning
structure based on the Random Neural Network with Deep Learning clusters. Our ISA …
structure based on the Random Neural Network with Deep Learning clusters. Our ISA …
A generalized reinforcement learning scheme for random neural networks
R Lent - Neural Computing and Applications, 2019 - Springer
We propose a reinforcement learning scheme for random neural networks (RNN) that
update network weights based on the relative reward obtained by past actions. This new …
update network weights based on the relative reward obtained by past actions. This new …