Now showing items 1-12 of 12

  • A software tool for large-scale synthetic experiments based on polymeric sensor arrays 

    Ziyatdinov, Andrey; Fernandez Diaz, Eduard; Chaudry, A.; Marco Colás, Santiago; Persaud, K.; Perera Lluna, Alexandre (2013-02-01)
    Article
    Restricted access - publisher's policy
  • Bioinspired early detection through gas flow modulation in chemo-sensory systems 

    Ziyatdinov, Andrey; Fonollosa Magrinyà, Jordi; Valentín-Fernández Gallart, Luis; Gutierrez Galvez, Agustín; Marco Colas, Santiago; Perera Lluna, Alexandre (2015-01-01)
    Article
    Open Access
    The design of bioinspired systems for chemical sensing is an engaging line of research in machine olfaction. Developments in this line could increase the lifetime and sensitivity of artificial chemo-sensory systems. Such ...
  • Biomimetic set up for chemosensor-based machine olfaction 

    Ziyatdinov, Andrey (Universitat Politècnica de Catalunya, 2014-12-04)
    Doctoral thesis
    Open Access
    The thesis falls into the field of machine olfaction and accompanying experimental set up for chemical gas sensing. Perhaps more than any other sensory modality, chemical sensing faces with major technical and conceptual ...
  • Data set from gas sensor array under flow modulation 

    Ziyatdinov, Andrey; Fonollosa, Jordi; Fernández Romero, Lluís; Gutierrez Galvez, Agustín; Marco Colás, Santiago; Perera Lluna, Alexandre (Elsevier, 2015-06-30)
    Article
    Open Access
    Recent studies in neuroscience suggest that sniffing, namely sampling odors actively, plays an important role in olfactory system, especially in certain scenarios such as novel odorant detection. While the computational ...
  • Data simulation in machine olfaction with the R package chemosensors 

    Ziyatdinov, Andrey; Perera Lluna, Alexandre (2014-02)
    Article
    Open Access
    In machine olfaction, the design of applications based on gas sensor arrays is highly dependent on the robustness of the signal and data processing algorithms. While the practice of testing the algorithms on public benchmarks ...
  • Multi-clustering net model for VLSI placement 

    Ziyatdinov, Andrey (Universitat Politècnica de Catalunya, 2008-09-07)
    Master thesis
    Open Access
  • Multiview and multifeature spectral clustering using common eigenvectors 

    Kanaan Izquierdo, Samir; Ziyatdinov, Andrey; Perera Lluna, Alexandre (Elsevier, 2018-01-15)
    Article
    Restricted access - publisher's policy
    An ever-increasing number of data analysis problems include more than one view of the data, i.e. differ- ent measurement approaches to the population under study. In consequence, pattern analysis methods that deal ...
  • Multiview: a software package for multiview pattern recognition methods 

    Kanaan Izquierdo, Samir; Ziyatdinov, Andrey; Burgueño, Maria Araceli; Perera Lluna, Alexandre (2018-12-31)
    Article
    Open Access
    Multiview datasets are the norm in bioinformatics, often under the label multi-omics. Multiview data is gathered from several experiments, measurements or feature sets available for the same subjects. Recent studies in ...
  • Odour mapping under strong backgrounds with a metal oxide sensor array 

    Ziyatdinov, Andrey; Blanco Calvo, Jose Maria; Bermudez Badia, Sergi; Lechon, Miguel; Marco, Santiago; Verschure, Paul; Perera Lluna, Alexandre (American Institute of Physics (AIP), 2011)
    Conference report
    Open Access
    This text describes the data from an initial set of navigation experiments in the scope of the Bio-ICT European project NEUROCHEM (...) This poster shows that a preprocessing based on Independent Component Analysis is able ...
  • Solarius: an R interface to SOLAR for variance component analysis in pedigrees 

    Ziyatdinov, Andrey; Brunel, Helena; Martinez Perez, Angel; Buil, Alfonso; Perera Lluna, Alexandre; Soria, José Manuel (2016-02-15)
    Article
    Open Access
    The open source environment R is one of the most widely used software for statistical computing. It provides a variety of applications including statistical genetics. Most of the powerful tools for quantitative genetic ...
  • Synthetic benchmarks for machine olfaction: Classification, segmentation and sensor damage 

    Ziyatdinov, Andrey; Perera Lluna, Alexandre (Elsevier, 2015-06-30)
    Article
    Open Access
    The design of the signal and data processing algorithms requires a validation stage and some data relevant for a validation procedure. While the practice to share public data sets and make use of them is a recent and still ...
  • The Central role of KNG1 gene as a genetic determinant of coagulation pathway-related traits: Exploring metaphenotypes 

    Brunel, Helena; Massanet, Raimon; Martinez Perez, Angel; Ziyatdinov, Andrey; Martin-Fernandez, Laura; Souto, Juan Carlos; Perera Lluna, Alexandre; Soria, José Manuel (2016-12-22)
    Article
    Open Access
    Traditional genetic studies of single traits may be unable to detect the pleiotropic effects involved in complex diseases. To detect the correlation that exists between several phenotypes involved in the same ...