No description
-
2018 (v1)PublicationUploaded on: April 14, 2023
-
2016 (v1)Publication
No description
Uploaded on: April 14, 2023 -
2019 (v1)Publication
The choice of dictionaries of computational units suitable for efficient computation of binary classification tasks is investigated. To deal with exponentially growing sets of tasks with increasingly large domains, a probabilistic model is introduced. The relevance of tasks for a given application area is modeled by a product probability...
Uploaded on: April 14, 2023 -
2017 (v1)Publication
No description
Uploaded on: April 14, 2023 -
2019 (v1)Publication
No description
Uploaded on: April 14, 2023 -
2018 (v1)Publication
No description
Uploaded on: April 14, 2023 -
2019 (v1)Publication
No description
Uploaded on: April 14, 2023 -
2018 (v1)Publication
Complexity of feedforward networks computing binary classification tasks is investigated. To deal with unmanageably large number of these tasks on domains of even moderate sizes, a probabilistic model characterizing relevance of the classification tasks is introduced. Approximate measures of sparsity of networks computing randomly chosen...
Uploaded on: April 14, 2023 -
2018 (v1)Publication
No description
Uploaded on: April 14, 2023 -
2019 (v1)Publication
No description
Uploaded on: April 14, 2023 -
2018 (v1)Publication
No description
Uploaded on: April 14, 2023 -
2018 (v1)PublicationPublic Transport Transfers Assessment Via Transferable-Utility Games and Shapley-Value Approximation
No description
Uploaded on: April 14, 2023 -
2017 (v1)Publication
No description
Uploaded on: April 14, 2023 -
2017 (v1)Publication
No description
Uploaded on: April 14, 2023 -
2017 (v1)Publication
No description
Uploaded on: April 14, 2023 -
2018 (v1)Publication
No description
Uploaded on: April 14, 2023 -
2023 (v1)Publication
Effectiveness of data-driven neural learning in terms of both local mimima trapping and convergence rate is addressed. Such issues are investigated in a case study involving the training of one-hidden-layer feedforward neural networks with the extended Kalman filter, which reduces the search for the optimal network parameters to a state...
Uploaded on: February 4, 2024 -
2016 (v1)Publication
No description
Uploaded on: April 14, 2023