1 code implementation • 5 Jun 2021 • Amir Ahooye Atashin, Behrooz Razeghi, Deniz Gündüz, Slava Voloshynovskiy
We study the role of information complexity in privacy leakage about an attribute of an adversary's interest, which is not known a priori to the system designer.
1 code implementation • 12 May 2021 • Majid Mohammadi, Amir Ahooye Atashin, Damian A. Tamburri
$\ell_1$ regularization has been used for logistic regression to circumvent the overfitting and use the estimated sparse coefficient for feature selection.
no code implementations • 9 Jun 2020 • Majid Mohammadi, Amir Ahooye Atashin, Wout Hofman, Yao-Hua Tan
Simulated annealing-based ontology matching (SANOM) participates for the second time at the ontology alignment evaluation initiative (OAEI) 2019.
no code implementations • 29 Mar 2017 • Majid Mohammadi, Amir Ahooye Atashin, Wout Hofman, Yao-Hua Tan
Ontology alignment is widely-used to find the correspondences between different ontologies in diverse fields. After discovering the alignments, several performance scores are available to evaluate them. The scores typically require the identified alignment and a reference containing the underlying actual correspondences of the given ontologies. The current trend in the alignment evaluation is to put forward a new score(e. g., precision, weighted precision, etc.
no code implementations • 26 Jun 2016 • Amir Ahooye Atashin, Kamaledin Ghiasi-Shirazi, Ahad Harati
Experimental results on two gesture recognition tasks show that the proposed method outperforms LDCRFs, hidden Markov models, and conditional random fields.
no code implementations • 14 Jun 2016 • Amir Ahooye Atashin, Parsa Bagherzadeh, Kamaledin Ghiasi-Shirazi
In the proposed method, the denoising auto encoders are employed for learning robust features.