DML Publication

Deep Private-Feature Extraction

Osia, S. A., A. Taheri, A. S. Shamsabadi, K. Katevas, H. Haddadi, and H. R. Rabiee, "Deep Private-Feature Extraction", IEEE Transactions on Knowledge and Data Engineering, vol. 32, issue 1, pp. 54-66, 01/2020.

CANCERSIGN: a user-friendly and robust tool for identification and classification of mutational signatures and patterns in cancer genomes

Introduction Aberrant somatic changes in DNA resulting from endogenous sources (e.g. APOBEC-induced mutagenesis and DNA repair defects) and exogenous factors (e.g. tobacco smoking and UV radiation) are the hallmark of cancer. These alternations in DNA may have different forms, ranging from gross chromosomal rearrangements to single base substitutions1. The whole genome sequencing of tumor cells has shown that the number of mutations varies from less than one hundred per genome to hundreds of thousands depending on the cancer type and patient.Bayati, M., H. R. Rabiee, M. Mehrbod, F. Vafaee, D. Ebrahimi, A. R. R. Forrest, and H. Alinejad-Rokny, "CANCERSIGN: a user-friendly and robust tool for identification and classification of mutational signatures and patterns in cancer genomes", Scientific Reports, vol. 10, issue 1, 01/2020.

MGCN: Semi-supervised Classification in Multi-layer Graphs with Graph Convolutional Networks

Ghorbani, M., M. S. Baghshah, and H. R. Rabiee, "MGCN: Semi-supervised Classification in Multi-layer Graphs with Graph Convolutional Networks", International Conference on Advances in Social Networks Analysis and Mining, Marriott Downtown, Vancouver, Canada, IEEE/ACM, 08/2019.

News Labeling as Early as Possible: Real or Fake?

Ramezani, M., M. Rafiei, S. Omranpour, and H. R. Rabiee, "News Labeling as Early as Possible: Real or Fake?", International Conference on Advances in Social Networks Analysis and Mining, Marriott Downtown, Vancouver, Canada, IEEE/ACM, 08/2019.

Privacy Against Brute-Force Inference Attacks

Osia, S. A., H. Haddadi, and H. R. Rabiee, "Privacy Against Brute-Force Inference Attacks", IEEE International Symposium on Information Theory, Paris, France, IEEE, 07/07, 2019.
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