User profiles for J. Sybrandt

Justin Sybrandt

Google DeepMind
Verified email at sybrandt.com
Cited by 312

Using drive-by health monitoring to detect bridge damage considering environmental and operational effects

W Locke, J Sybrandt, L Redmond, I Safro… - Journal of Sound and …, 2020 - Elsevier
… (26) to determine elevations at locations along the bridge:(25) A j = 2 G D ( n j ) △ n 2 (26)
h ( x ) = ∑ j = 0 N ( A i c o s ( n j x + φ j ) ) , where φ j is a random phase angle following a …

Moliere: Automatic biomedical hypothesis generation system

J Sybrandt, M Shtutman, I Safro - Proceedings of the 23rd ACM SIGKDD …, 2017 - dl.acm.org
… A er receiving two query nodes i and j, we nd a shortest path between them, (ij)s, using
Dijkstra’s algorithm. ese paths typically are between three and ve nodes long and contain up to …

Inhibition of the Dead Box RNA Helicase 3 prevents HIV-1 Tat and cocaine-induced neurotoxicity by targeting microglia activation

M Aksenova, J Sybrandt, B Cui, V Sikirzhytski… - Journal of Neuroimmune …, 2020 - Springer
HIV-1 Associated Neurocognitive Disorder (HAND) is a common and clinically detrimental
complication of HIV infection. Viral proteins, including Tat, released from infected cells, cause …

To agile, or not to agile: A comparison of software development methodologies

R Shaydulin, J Sybrandt - arXiv preprint arXiv:1704.07469, 2017 - arxiv.org
Since the Agile Manifesto, many organizations have explored agile development methods
to replace traditional waterfall development. Interestingly, waterfall remains the most widely …

AGATHA: automatic graph mining and transformer based hypothesis generation approach

J Sybrandt, I Tyagin, M Shtutman, I Safro - Proceedings of the 29th ACM …, 2020 - dl.acm.org
… Formally, if an edge ij exists between nodes i and j of types ti and tj respectively, then we
learn an embedding function e(·) that is used to create a score for ij by projecting each node …

Accelerating text mining using domain-specific stop word lists

…, A Apon, A Herzog, I Safro, J Sybrandt - … conference on big …, 2020 - ieeexplore.ieee.org
Text preprocessing is an essential step in text mining. Removing words that can negatively
impact the quality of prediction algorithms or are not informative enough is a crucial storage-…

Large-scale validation of hypothesis generation systems via candidate ranking

J Sybrandt, M Shtutman, I Safro - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
… Corrado, and J. Dean, “Efficient estimation of word representations in vector space,” arXiv:1301.3781,
2013. [15] DM Blei, AY Ng, and MI Jordan, “Latent dirichlet allocation,” Journal of …

Are abstracts enough for hypothesis generation?

J Sybrandt, A Carrabba, A Herzog… - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
… Reproducibility: Our code and data are available online at sybrandt.com/2018/abstracts.
Index Terms—Literature Based Discovery; Hypothesis Generation; Scientific Text Mining; …

FOBE and HOBE: First-and high-order bipartite embeddings

J Sybrandt, I Safro - arXiv preprint arXiv:1905.10953, 2019 - arxiv.org
… Specifically, we are looking for the strongest first-order connection between i and j’s
neighborhood, and vice-versa. In the context of viewers and movies this represents the similarity …

Smartchoices: Augmenting software with learned implementations

…, E Kokiopoulou, R Qin, N Sarda, J Sybrandt… - arXiv preprint arXiv …, 2023 - arxiv.org
We are living in a golden age of machine learning. Powerful models are being trained to
perform many tasks far better than is possible using traditional software engineering …