Guido Sanguinetti

Overview

Best Publications

• Approximation and inference methods for stochastic biochemical kinetics—a tutorial review

  David Schnoerr;Guido Sanguinetti;Ramon Grima

  359
  Citations

• Missing data in kernel PCA

  Guido Sanguinetti;Neil D. Lawrence

  351
  Citations

• Detecting repeated cancer evolution from multi-region tumor sequencing data

  Giulio Caravagna;Ylenia Giarratano;Daniele Ramazzotti;Ian Tomlinson

  187
  Citations

• Point process modelling of the Afghan War Diary

  Andrew Zammit-Mangion;Andrew Zammit-Mangion;Michael Dewar;Visakan Kadirkamanathan;Guido Sanguinetti

  160
  Citations

• Single-trial classification of EEG in a visual object task using ICA and machine learning.

  Andrew X. Stewart;Antje Nuthmann;Guido Sanguinetti

  159
  Citations

• Combining tree-based and dynamical systems for the inference of gene regulatory networks

  Van Anh Huynh-Thu;Guido Sanguinetti

  149
  Citations

• Combining tree-based and dynamical systems for the inference of gene regulatory networks

  Vân Anh Huynh-Thu;Guido Sanguinetti

  149
  Citations

• Network of epistatic interactions within a yeast snoRNA.

  Olga Puchta;Botond Cseke;Hubert Czaja;David Tollervey

  142
  Citations

• Probabilistic inference of transcription factor concentrations and gene-specific regulatory activities

  Guido Sanguinetti;Neil D. Lawrence;Magnus Rattray

  142
  Citations

• Modelling transcriptional regulation using Gaussian Processes

  Neil D. Lawrence;Guido Sanguinetti;Magnus Rattray

  139
  Citations

• Comparison of different moment-closure approximations for stochastic chemical kinetics.

  David Schnoerr;Guido Sanguinetti;Ramon Grima

  128
  Citations

• Subclonal reconstruction of tumors by using machine learning and population genetics.

  Giulio Caravagna;Timon Heide;Marc J Williams;Luis Zapata

  127
  Citations

• Gene Regulatory Network Inference: An Introductory Survey

  Vân Anh Huynh-Thu;Guido Sanguinetti

  125
  Citations

• Data-Driven Statistical Learning of Temporal Logic Properties

  Ezio Bartocci;Luca Bortolussi;Guido Sanguinetti

  117
  Citations

• Advances in Neural Information Processing Systems 26 (NIPS 2013)

  Botond Cseke;Manfred Opper;Guido Sanguinetti

  116
  Citations

• Cells Segmentation From 3-D Confocal Images of Early Zebrafish Embryogenesis

  C. Zanella;M. Campana;B. Rizzi;C. Melani

  115
  Citations

• puma: a Bioconductor package for propagating uncertainty in microarray analysis

  Richard D Pearson;Richard D Pearson;Xuejun Liu;Guido Sanguinetti;Marta Milo

  106
  Citations

• Smoothed model checking for uncertain Continuous-Time Markov Chains

  Luca Bortolussi;Dimitrios Milios;Guido Sanguinetti

  106
  Citations

• A new probabilistic generative model of parameter inference in biochemical networks

  P. Lecca;A. Palmisano;C. Priami;G. Sanguinetti

  103
  Citations

• Automatic Determination of the Number of Clusters Using Spectral Algorithms

  G. Sanguinetti;J. Laidler;N.D. Lawrence

  103
  Citations

• System design of stochastic models using robustness of temporal properties

  Ezio Bartocci;Luca Bortolussi;Luca Bortolussi;Laura Nenzi;Guido Sanguinetti

  97
  Citations

• Variational inference for Markov jump processes

  Manfred Opper;Guido Sanguinetti

  90
  Citations

• Accounting for probe-level noise in principal component analysis of microarray data

  Guido Sanguinetti;Marta Milo;Magnus Rattray;Neil D. Lawrence

  86
  Citations