List of works - Sergey Nikolenko

Analysis and interpretation of imaging mass spectrometry data by clustering mass-to-charge images according to their spatial similarity.

scientific article

BayesHammer: Bayesian clustering for error correction in single-cell sequencing ⬇️

scientific article published on January 21, 2013

Combination of Deep Recurrent Neural Networks and Conditional Random Fields for Extracting Adverse Drug Reactions from User Reviews

scientific article published on 5 September 2017

Continuous hard-to-invert functions and biometric authentication

DeepCycle reconstructs a cyclic cell cycle trajectory from unsegmented cell images using convolutional neural networks

scientific article published on 01 October 2020

Efficient demand assignment in multi-connected microgrids

Efficient demand assignment in multi-connected microgrids with a shared central grid

FDR-controlled metabolite annotation for high-resolution imaging mass spectrometry

scientific article

Interval Semi-supervised LDA: Classifying Needles in a Haystack

LAPCA: Language-Agnostic Pretraining with Cross-Lingual Alignment

scientific article published on 19 July 2023

Latent dirichlet allocation: stability and applications to studies of user-generated content

Medical concept normalization in social media posts with recurrent neural networks

scientific article published on 12 June 2018

Robust Distributed Monitoring of Traffic Flows

scientific article published on 16 November 2020

SAX-PAC (Scalable And eXpressive PAcket Classification)

article

SPAdes: a new genome assembly algorithm and its applications to single-cell sequencing

scientific article

Shared Memory Buffer Management for Heterogeneous Packet Processing

Single cells within the Puerto Rico trench suggest hadal adaptation of microbial lineages.

scientific article published on 18 September 2015

Sinkhorn Transformations for Single-Query Postprocessing in Text-Video Retrieval

scientific article published on 19 July 2023

Strategies for Mitigating TCAM Space Bottlenecks

Tooth detection and numbering in panoramic radiographs using convolutional neural networks

scientific article published on 05 March 2019

Towards efficient implementation of packet classifiers in SDN/OpenFlow

article

druGAN: An Advanced Generative Adversarial Autoencoder Model for de Novo Generation of New Molecules with Desired Molecular Properties in Silico

scientific article published on 13 July 2017

List of works by Sergey Nikolenko

Analysis and interpretation of imaging mass spectrometry data by clustering mass-to-charge images according to their spatial similarity.

BayesHammer: Bayesian clustering for error correction in single-cell sequencing ⬇️

Combination of Deep Recurrent Neural Networks and Conditional Random Fields for Extracting Adverse Drug Reactions from User Reviews

Continuous hard-to-invert functions and biometric authentication

DeepCycle reconstructs a cyclic cell cycle trajectory from unsegmented cell images using convolutional neural networks

Efficient demand assignment in multi-connected microgrids

Efficient demand assignment in multi-connected microgrids with a shared central grid

FDR-controlled metabolite annotation for high-resolution imaging mass spectrometry

Interval Semi-supervised LDA: Classifying Needles in a Haystack

LAPCA: Language-Agnostic Pretraining with Cross-Lingual Alignment

Latent dirichlet allocation: stability and applications to studies of user-generated content

Medical concept normalization in social media posts with recurrent neural networks

Robust Distributed Monitoring of Traffic Flows

SAX-PAC (Scalable And eXpressive PAcket Classification)

SPAdes: a new genome assembly algorithm and its applications to single-cell sequencing

Shared Memory Buffer Management for Heterogeneous Packet Processing

Single cells within the Puerto Rico trench suggest hadal adaptation of microbial lineages.

Sinkhorn Transformations for Single-Query Postprocessing in Text-Video Retrieval

Strategies for Mitigating TCAM Space Bottlenecks

Tooth detection and numbering in panoramic radiographs using convolutional neural networks

Towards efficient implementation of packet classifiers in SDN/OpenFlow

druGAN: An Advanced Generative Adversarial Autoencoder Model for de Novo Generation of New Molecules with Desired Molecular Properties in Silico