Yoram Louzoun

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 24

Top Topics

Graph Classification

Network Structure

Content Similarity

Active Learning

Top Venues

J. Complex Networks

PLoS Comput. Biol.

Publications

Shoval Frydman, Yoram Louzoun
FODGE - Fast Online Dynamic Graph Embedding. ASONAM (2023)
Itay Levinas, Yoram Louzoun
Planted Dense Subgraphs in Dense Random Graphs Can Be Recovered using Graph-based Machine Learning. J. Artif. Intell. Res. 75 (2022)
Itay Levinas, Yoram Louzoun
Planted Dense Subgraphs in Dense Random Graphs Can Be Recovered using Graph-based Machine Learning. CoRR (2022)
Itay Levinas, Roy Scherz, Yoram Louzoun
BFS based distributed algorithm for parallel local directed sub-graph enumeration. CoRR (2022)
Itay Levinas, Roy Scherz, Yoram Louzoun
BFS-based distributed algorithm for parallel local-directed subgraph enumeration. J. Complex Networks 10 (6) (2022)
Barak Babayov, Yoram Louzoun
IRMA: Iterative Repair for graph MAtching. CoRR (2022)
Omer Nagar, Shoval Frydman, Ori Hochman, Yoram Louzoun
Quadratic GCN for Graph Classification. CoRR (2021)
Shirit Dvorkin, Reut Levi, Yoram Louzoun
Autoencoder based local T cell repertoire density can be used to classify samples and T cell receptors. PLoS Comput. Biol. 17 (7) (2021)
Yuval Samoilov-Katz, Yoram Louzoun, Lev Muchnik, Adam Zaidel
Exposing individual differences through network topology. CoRR (2021)
Mor Sinay, Elad Sarafian, Yoram Louzoun, Noa Agmon, Sarit Kraus
Explicit Gradient Learning. CoRR (2020)
Gil Ariel, Yoram Louzoun
Estimating Differential Entropy using Recursive Copula Splitting. Entropy 22 (2) (2020)
Elad Sarafian, Mor Sinay, Yoram Louzoun, Noa Agmon, Sarit Kraus
Explicit Gradient Learning for Black-Box Optimization. ICML (2020)
Martin Maiers, Michael Halagan, Loren Gragert, Pradeep Bashyal, Jason Brelsford, Joel Schneider, Polina Lutsker, Yoram Louzoun
GRIMM: GRaph IMputation and matching for HLA genotypes. Bioinform. 35 (18) (2019)
Roy Abel, Yoram Louzoun
Regional based query in graph active learning. CoRR (2019)
Tzipi Braun, Antonio V. Bordería, Cyril Barbezange, Marco Vignuzzi, Yoram Louzoun
Long-term context-dependent genetic adaptation of the viral genetic cloud. Bioinform. 35 (11) (2019)
Idan Benami, Keren Cohen, Oved Nagar, Yoram Louzoun
Topological based classification of paper domains using graph convolutional networks. CoRR (2019)
Jing-Fang Fan, Keren Cohen, Louis M. Shekhtman, Sibo Liu, Jun Meng, Yoram Louzoun, Shlomo Havlin
Topology of products similarity network for market forecasting. Appl. Netw. Sci. 4 (1) (2019)
Roi Naaman, Keren Cohen, Yoram Louzoun
Edge sign prediction based on a combination of network structural topology and sign propagation. J. Complex Networks 7 (1) (2019)
Roy Abel, Idan Benami, Yoram Louzoun
Topological based classification using graph convolutional networks. CoRR (2019)
Jing-Fang Fan, Keren Cohen, Louis M. Shekhtman, Sibo Liu, Jun Meng, Yoram Louzoun, Shlomo Havlin
A combined network and machine learning approaches for product market forecasting. CoRR (2018)
Idan Alter, Loren Gragert, Stephanie Fingerson, Martin Maiers, Yoram Louzoun
HLA class I haplotype diversity is consistent with selection for frequent existing haplotypes. PLoS Comput. Biol. 13 (8) (2017)
Hilla Brot, Lev Muchnik, Jacob Goldenberg, Yoram Louzoun
Evolution through bursts: Network structure develops through localized bursts in time and space. Netw. Sci. 4 (3) (2016)
Yonatan Rosen, Yoram Louzoun
Topological similarity as a proxy to content similarity. J. Complex Networks 4 (1) (2016)
Tomer Illouz, Ravit Madar, Charlotte Clague, Kathleen J. Griffioen, Yoram Louzoun, Eitan Okun
Unbiased classification of spatial strategies in the Barnes maze. Bioinform. 32 (21) (2016)
Noa Slater, Yoram Louzoun, Loren Gragert, Martin Maiers, Ansu Chatterjee, Mark Albrecht
Power Laws for Heavy-Tailed Distributions: Modeling Allele and Haplotype Diversity for the National Marrow Donor Program. PLoS Comput. Biol. 11 (4) (2015)
Noa Slater, Royi Itzhack, Yoram Louzoun
Mid size cliques are more common in real world networks than triangles. Netw. Sci. 2 (3) (2014)
Matan Bodaker, Eran Meshorer, Eduardo Mitrani, Yoram Louzoun
Genes related to differentiation are correlated with the gene regulatory network structure. Bioinform. 30 (3) (2014)
Gilad Liberman, Tal Vider-Shalit, Yoram Louzoun
Kernel Multi Label Vector Optimization (kMLVO): A Unified Multi-Label Classification Formalism. LION (2013)
Gilad Liberman, Yoram Louzoun, Olivier Colliot, Dafna Ben-Bashat
T 1 Mapping, AIF and Pharmacokinetic Parameter Extraction from Dynamic Contrast Enhancement MRI Data. MBIA (2011)
Yaakov Maman, Ran Nir-Paz, Yoram Louzoun
Bacteria Modulate the CD8+ T Cell Epitope Repertoire of Host Cytosol-Exposed Proteins to Manipulate the Host Immune Response. PLoS Comput. Biol. 7 (10) (2011)
Royi Itzhack, Yoram Louzoun
. Bioinform. 26 (5) (2010)
Tal Vider-Shalit, Ronit Sarid, Kobi Maman, Lea Tsaban, Ran Levi, Yoram Louzoun
Viruses selectively mutate their CD8+ T-cell epitopes - a large-scale immunomic analysis. Bioinform. 25 (12) (2009)
Ido Ginodi, Tal Vider-Shalit, Lea Tsaban, Yoram Louzoun
Precise score for the prediction of peptides cleaved by the proteasome. Bioinform. 24 (4) (2008)
Yoram Louzoun, Henri Atlan
The emergence of goals in a self-organizing network: A non-mentalist model of intentional actions. Neural Networks 20 (2) (2007)
Yoram Louzoun, Lev Muchnik, Sorin Solomon
Copying nodes versus editing links: the source of the difference between genetic regulatory networks and the WWW. Bioinform. 22 (5) (2006)
Reuma Magori-Cohen, Yoram Louzoun, Steven H. Kleinstein
Mutation parameters from DNA sequence data using graph theoretic measures on lineage trees. ISMB (Supplement of Bioinformatics) (2006)
German Nudelman, Yoram Louzoun
Antigen Epitope Density Dependent Cell Surface Discrimination and the Role of the Lipid Rafts. METMBS (2004)
Yoram Louzoun, Sorin Solomon, Jacob Goldenberg, David Mazursky
World-Size Global Markets Lead to Economic Instability. Artif. Life 9 (4) (2003)