???global.info.a_carregar???
Identification

Personal identification

Full name
Ivan Carrera

Citation names

  • Carrera, Ivan

Author identifiers

Ciência ID
FB19-65FB-6F1C
ORCID iD
0000-0003-4337-7433

Languages

Language Speaking Reading Writing Listening Peer-review
Spanish; Castilian (Mother tongue)
Portuguese Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
English Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
Education
Degree Classification
2019
Concluded
 Ciência de Computadores (Doutoramento)
Major in Sem especialidade
Universidade do Porto Faculdade de Ciências, Portugal
"Machine Learning Models for Predicting Disease-related Biological Interactions" (THESIS/DISSERTATION)
Outputs

Publications

Conference paper
  1. Ivan Carrera; Henry Guanoluisa; Alexis Miranda. "Computational Representation of Cellular Lines: A Text Mining Approach". 2023.
    10.3390/engproc2023047013
  2. Carrera, I.; Tejera, E.; Dutra, I.. "Simple matrix factorization collaborative filtering for drug repositioning on cell lines". 2021.
  3. Carrera, I.; Dutra, I.; Tejera, E.. "Representing Cellular Lines with SVM and Text Processing". 2020.
    10.1145/3388440.3414912
  4. Carrera, I.; Dutra, I.; Tejera, E.. "A Representation Method for Cellular Lines based on SVM and Text Mining". 2020.
    10.1109/BIBM49941.2020.9313334
  5. Hallo, M.; Brito, D.; Carrera, I.; Lema, B.; Pinto, M.. "Semiautomatic Extraction of Morphological Characters from a Book about Insect Vectors of Chagas Disease". 2019.
    10.1109/EDUNINE.2019.8875846
  6. Leithardt, V.R.Q.; Borges, G.A.; Carrera, I.M.; Rossetto, A.G.M.; Rolim, C.O.; Geyer, C.F.R.; Nunes, D.; Silva, J.S.. "Mobile architecture for identifying users in ubiquitous environments focused on percontrol". 2013.
  7. "Impressionism in Cloud Computing". 2013.
    10.5220/0004567803330338
Journal article
  1. E. Tejera; Giovanni Bottegoni; I. Carrera; Karina Jimenes-Vargas; V. Armijos-Jaramillo; A. Sánchez-Rodríguez; M. Cruz-Monteagudo; Y. Perez-Castillo. "Cell fishing: A similarity based approach and machine learning strategy for multiple cell lines-compound sensitivity prediction". PLOS ONE 14 10 (2019): e0223276-e0223276. https://doi.org/10.1371/journal.pone.0223276.
    10.1371/journal.pone.0223276
  2. "MRA++: Scheduling and data placement on MapReduce for heterogeneous environments". Future Generation Computer Systems (2015): http://dx.doi.org/10.1016/j.future.2014.09.001.
    10.1016/j.future.2014.09.001
Thesis / Dissertation
  1. Iván Marcelo Carrera Izurieta. "Machine Learning Models for Predicting Disease-related Biological Interactions". PhD, 2022. https://hdl.handle.net/10216/141526.
  2. Izurieta, Iván Carrera. "Performance modeling of MapReduce applications for the cloud". Master, 2014. http://hdl.handle.net/10183/99055.