Jose Manuel Amigo Rubio

Jose Manuel Amigo Rubio

Associate Professor


  1. Published

    Identification and quantification of turkey meat adulteration in fresh, frozen-thawed and cooked minced beef by FT-NIR spectroscopy and chemometrics. / Alamprese, Cristina; Amigo Rubio, Jose Manuel; Casiraghi, Ernestina; Engelsen, Søren Balling.

    In: Meat Science, Vol. 121, 2016, p. 175-181.

    Research output: Contribution to journalJournal articleResearchpeer-review

  2. Published

    Unveiling multiple solid-state transitions in pharmaceutical solid dosage forms using multi-series hyperspectral imaging and different curve resolution approaches. / Alexandrino, Guilherme L; Amigo Rubio, Jose Manuel; Khorasani, Milad Rouhi; Rantanen, Jukka; Friderichsen, Anders V.; Poppi, Ronei J.

    In: Chemometrics and Intelligent Laboratory Systems, Vol. 161, 2017, p. 136-146.

    Research output: Contribution to journalJournal articleResearchpeer-review

  3. Published

    Monitoring of multiple solid-state transformations at tablet surfaces using multi-series near-infrared hyperspectral imaging and multivariate curve resolution. / Alexandrino, Guilherme L; Khorasani, Milad Rouhi; Amigo Rubio, Jose Manuel; Rantanen, Jukka; Poppi, Ronei J.

    In: European Journal of Pharmaceutics and Biopharmaceutics, Vol. 93, 2015, p. 224-230.

    Research output: Contribution to journalJournal articleResearchpeer-review

  4. Published

    A chemometric approach to the environmental problem of predicting toxicity in contaminated sediments. / Alvarez-Guerra, Manuel; Ballabio, Davide; Amigo Rubio, Jose Manuel; Viguri, Javier R.; Bro, Rasmus.

    In: Journal of Chemometrics, Vol. 24, No. 7-8, 2010, p. 379-386.

    Research output: Contribution to journalJournal articleResearchpeer-review

  5. Published

    Development of models for predicting toxicity from sediment chemistry by partial least squares-discriminant analysis and counter-propagation artificial neural networks. / Alvarez-Guerra, Manuel; Ballabio, Davide; Amigo Rubio, Jose Manuel; Bro, Rasmus; Viguri, Javier R.

    In: Environmental Pollution, Vol. 158, No. 2, 2010, p. 607-614.

    Research output: Contribution to journalJournal articleResearchpeer-review

  6. Published

    Staling of white wheat bread crumb and effect of maltogenic α-amylases. Part 2 : monitoring the staling process by using near infrared spectroscopy and chemometrics. / Amigo, José Manuel; del Olmo, Arantxa; Engelsen, Merete Møller; Lundkvist, Henrik; Engelsen, Søren Balling.

    In: Food Chemistry, Vol. 297, 124946, 2019.

    Research output: Contribution to journalJournal articleResearchpeer-review

  7. Published

    Hyperspectral and multispectral imaging : setting the scene. / Amigo, José Manuel.

    Hyperspectral Imaging. ed. / José Manuel Amigo. Elsevier, 2020. p. 3-16 (Data Handling in Science and Technology, Vol. 32).

    Research output: Chapter in Book/Report/Conference proceedingBook chapterResearchpeer-review

  8. Published

    Configuration of hyperspectral and multispectral imaging systems. / Amigo, José Manuel; Grassi, Silvia.

    Hyperspectral Imaging. ed. / José Manuel Amigo. Elsevier, 2020. p. 17-34 (Data Handling in Science and Technology, Vol. 32).

    Research output: Chapter in Book/Report/Conference proceedingBook chapterResearchpeer-review

  9. Published

    Preprocessing of hyperspectral and multispectral images. / Amigo, José Manuel; Santos, Carolina.

    Hyperspectral Imaging. ed. / José Manuel Amigo. Elsevier, 2020. p. 37-53 (Data Handling in Science and Technology, Vol. 32).

    Research output: Chapter in Book/Report/Conference proceedingBook chapterResearchpeer-review

  10. Published

    Comprehensive analysis of chromatographic data by using PARAFAC2 and principal components analysis. / Amigo Rubio, Jose Manuel; Popielarz, Marta Jolanta; Callejón, Raquel M.; Morales, Maria L.; Troncoso, Ana M.; Petersen, Mikael Agerlin; Toldam-Andersen, Torben Bo.

    In: Journal of Chromatography A, Vol. 1217, No. 26, 2010, p. 4422-4429.

    Research output: Contribution to journalJournal articleResearchpeer-review

  11. Published

    Study of parameters affecting the behaviour of trace elements in a polluted estuary. Canonical correlation analysis as a tool in environmental impact assessment. / Amigo Rubio, Jose Manuel; Gredilla, A.; de Vallejuelo, S. Fdez-Ortiz; de Diego, A.; Madariaga, J.M.

    In: Chemometrics and Intelligent Laboratory Systems, Vol. 119, 2012, p. 1-10.

    Research output: Contribution to journalJournal articleResearchpeer-review

  12. Published

    Solving GC-MS problems with PARAFAC2. / Amigo Rubio, Jose Manuel; Skov, Thomas Hjort; Coello, Jordi; Maspoch, Santiago; Bro-Jørgensen, Rasmus.

    In: TRAC - Trends in Analytical Chemistry, Vol. 27, No. 8, 2008, p. 714-725.

    Research output: Contribution to journalJournal articleResearchpeer-review

  13. Published

    Hyperspectral imaging and chemometrics : a perfect combination for the analysis of food structure, composition and quality. / Amigo Rubio, Jose Manuel; Marti, Idoia; Gowen, Aoife.

    Chemometrics in Food Chemistry. ed. / Federico Marini. Elsevier, 2013. p. 343-370 (Data Handling in Science and Technology, Vol. 28).

    Research output: Chapter in Book/Report/Conference proceedingBook chapterResearchpeer-review

  14. Published

    Analysis of time-dependent conjugation of gold nanoparticles with an antiparkinsonian molecule by using curve resolution methods. / Amigo Rubio, Jose Manuel; Bastús, Neus G.; Hoen, Rob; Vázquez-Campos, Socorro ; Varón, Miriam; Royo, Miriam; Puntes, Victor.

    In: Analytica Chimica Acta, Vol. 683, No. 2, 2011, p. 170-177.

    Research output: Contribution to journalJournal articleResearchpeer-review

  15. Published
  16. Published

    Practical issues of hyperspectral imaging analysis of solid dosage forms. / Amigo Rubio, Jose Manuel.

    In: Analytical and Bioanalytical Chemistry, Vol. 398, No. 1, 2010, p. 93-109.

    Research output: Contribution to journalReviewResearchpeer-review

  17. Published

    A comparison of a common approach to partial least squares-discriminant analysis and classical least squares in hyperspectral imaging. / Amigo Rubio, Jose Manuel; Ravn, Carsten; Gallagher, Neal B.; Bro, Rasmus.

    In: Internation Journal of Pharmaceutics, Vol. 373, No. 1-2, 2009, p. 179-182.

    Research output: Contribution to journalJournal articleResearchpeer-review

  18. Published

    Study of geographical trends of polycyclic aromatic hydrocarbons using pine needles. / Amigo Rubio, Jose Manuel; Ratola, Nuno; Alves, Arminda.

    In: Atmospheric Environment, Vol. 45, No. 33, 2011, p. 5888-5996.

    Research output: Contribution to journalJournal articleResearchpeer-review

  19. Published

    Hyperspectral image analysis. A tutorial. / Amigo Rubio, Jose Manuel; Babamoradi, Hamid; Elcoroaristizabal Martin, Saioa.

    In: Analytica Chimica Acta, Vol. 896, 2015, p. 34-51.

    Research output: Contribution to journalJournal articleResearchpeer-review

  20. Published

    Analyse af blandinger med MCR. / Amigo Rubio, Jose Manuel; Engelsen, Søren Balling; Bro, Rasmus; Nørgaard, Lars.

    In: Dansk Kemi, Vol. 92, No. 3, 2011, p. 30-31.

    Research output: Contribution to journalJournal articleResearch

  21. Published

    Multiway methods. / Amigo Rubio, Jose Manuel; Marini, Federico.

    Chemometrics in Food Chemistry. ed. / Federico Marini. Elsevier, 2013. p. 265-313 (Data Handling in Science and Technology, Vol. 28).

    Research output: Chapter in Book/Report/Conference proceedingBook chapterResearchpeer-review

  22. Published

    Flatbed scanner imaging for exploring the quality of nickel-electroplating deposits. / Amigo Rubio, Jose Manuel; Bro, Rasmus; Ostra, M.; Ubide, C.; Vidal, M.

    2010. Paper presented at 7th Colloquium Chemiometricum Mediterraneum (CCM VII 2010 - Granada), Granada, Spain.

    Research output: Contribution to conferencePaperResearch

  23. Published

    ChroMATHography : solving chromatographic issues with mathematical models and intuitive graphics. / Amigo Rubio, Jose Manuel; Skov, Thomas Hjort; Bro, Rasmus.

    In: Chemical Reviews, Vol. 110, No. 8, 2010, p. 4582–4605.

    Research output: Contribution to journalReviewResearchpeer-review

  24. Published

    Study of pharmaceutical samples by NIR chemical-image and multivariate analysis. / Amigo Rubio, Jose Manuel; Cruz, Jordi; Bautista, Manel; Maspoch, Santiago; Coello, Jordi; Blanco, Marcelo.

    In: TRAC - Trends in Analytical Chemistry, Vol. 27, No. 8, 2008, p. 696-713.

    Research output: Contribution to journalJournal articleResearchpeer-review

  25. Published

    Hyperspektral imaging og MCR i farmaceutisk kvalitetskontrol af tabletter. / Amigo Rubio, Jose Manuel; Engelsen, Søren Balling; Bro, Rasmus; Nørgaard, Lars.

    In: Dansk Kemi, Vol. 92, No. 6-7, 2011, p. 32-34.

    Research output: Contribution to journalJournal articleResearch

  26. Published

    Staling of white wheat bread crumb and effect of maltogenic α-amylases. Part 1 : spatial distribution and kinetic modeling of hardness and resilience. / Amigo Rubio, Jose Manuel; Alvarez, Arantxa del Olmo; Engelsen, Merete Møller; Lundkvist, Henrik; Engelsen, Søren Balling.

    In: Food Chemistry, Vol. 208, 2016, p. 318-325.

    Research output: Contribution to journalJournal articleResearchpeer-review

  27. Published

    Hyperspectral Imaging. / Amigo Rubio, Jose Manuel.

    Elsevier, 2020. 630 p. (Data Handling in Science and Technology, Vol. 32).

    Research output: Book/ReportAnthology

  28. Published

    Direct quantification and distribution assessment of major and minor components in pharmaceutical tablets by NIR-chemical imaging. / Amigo Rubio, Jose Manuel; Ravn, Carsten.

    In: European Journal of Pharmaceutical Sciences, Vol. 37, No. 2, 2009, p. 76-82.

    Research output: Contribution to journalJournal articleResearchpeer-review

  29. Published

    Moving towards continuous manufacturing with NIRS and NIR-CI systems. / Amigo Rubio, Jose Manuel; Khorasani, Milad Rouhi; Rantanen, Jukka; Bertelsen, Poul.

    In: European Pharmaceutical Review, Vol. 19, No. 4, 2014, p. 51-55.

    Research output: Contribution to journalJournal articleResearchpeer-review

  30. Published

    Quality assessment of boar semen by multivariate analysis of flow cytometric data. / Babamoradi, Hamid; Amigo Rubio, Jose Manuel; van der Berg, Franciscus Winfried J; Petersen, Morten Rønn; Satake, Nana; Boe-Hansen, Gry.

    In: Chemometrics and Intelligent Laboratory Systems, Vol. 142, 2015, p. 219–230.

    Research output: Contribution to journalJournal articleResearchpeer-review

  31. Published

    Shear force analysis by core location in Longissimus steaks from Nellore cattle using hyperspectral images : a feasibility study. / Balage, Juliana Monteiro; Amigo, José Manuel; Antonelo, Daniel Silva; Mazon, Madeline Rezende; da Luz e Silva, Saulo.

    In: Meat Science, Vol. 143, 2018, p. 30-38.

    Research output: Contribution to journalJournal articleResearchpeer-review

  32. Published

    Modelling highly co-eluted peaks of analytes with high spectral similarity. / Bordagaray, Ana; Amigo Rubio, Jose Manuel.

    In: Trends in Analytical Chemistry, Vol. 68, 2015, p. 107–118.

    Research output: Contribution to journalJournal articleResearchpeer-review

  33. Published

    Fast and robust discrimination of almonds (Prunus amygdalus) with respect to their bitterness by using near infrared and partial least squares-discriminant analysis. / Borràs, Eva; Amigo Rubio, Jose Manuel; van der Berg, Franciscus Winfried J; Boqué, Richard; Busto, Olga.

    In: Food Chemistry, Vol. 153, 2014, p. 15–19.

    Research output: Contribution to journalJournal articleResearchpeer-review

  34. Published

    The role of exopolysaccharide-producing cultures and whey protein ingredients in yoghurt. / Buldo, Patrizia; Benfeldt, Connie; Folkenberg, Ditte Marie; Jensen, Hanne Bak; Amigo Rubio, Jose Manuel; Sieuwerts, Sander; Thygesen, Katrine; van der Berg, Franciscus Winfried J.; Ipsen, Richard.

    In: Lebensmittel - Wissenschaft und Technologie, Vol. 72, 2016, p. 189-198.

    Research output: Contribution to journalJournal articleResearchpeer-review

  35. Published

    Analysis of MRI by fractals for prediction of sensory attributes : A case study in loin. / Caballero, Daniel; Antequera, Teresa; Caro, Andres; Rubio, Jose Manuel Amigo; Ersbøll, Bjarne K.; Dahl, Anders B.; Pérez-Palacios, Trinidad.

    In: Journal of Food Engineering, Vol. 227, 2018, p. 1-10.

    Research output: Contribution to journalJournal articleResearchpeer-review

  36. Published

    Hyperspectral imaging in crop fields : precision agriculture. / Caballero, Daniel; Calvini, Rosalba; Amigo, José Manuel.

    Hyperspectral Imaging. ed. / José Manuel Amigo. Elsevier, 2020. p. 453-473 (Data Handling in Science and Technology, Vol. 32).

    Research output: Chapter in Book/Report/Conference proceedingBook chapterResearchpeer-review

  37. Published

    Comparison of different image analysis algorithms on MRI to predict physico-chemical and sensory attributes of loin. / Caballero, Daniel; Caro, Andres; Dahl, Anders B.; ErsbOll, Bjarne K.; Amigo, Jose Manuel; Perez-Palacios, Trinidad; Antequera, Teresa.

    In: Chemometrics and Intelligent Laboratory Systems, Vol. 180, 2018, p. 54-63.

    Research output: Contribution to journalJournal articleResearchpeer-review

  38. Published

    Radial textures : a new approach to analyze meat quality by using MRI. / Caballero, Daniel; Caro, Andres; Amigo, Jose Manuel; Ávila, Mar; Antequera, Teresa; Pérez-Palacios, Trinidad.

    Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 23rd Iberoamerican Congress, CIARP 2018, Proceedings: 23rd Iberoamerican Congress, CIARP 2018Madrid, Spain, November 19–22, 2018. ed. / Ruben Vera-Rodriguez; Julian Fierrez; Aythami Morales. Springer, 2019. p. 479-486 (Lecture notes in computer science, Vol. 11401).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

  39. Published

    Development of a New Fractal Algorithm to Predict Quality Traits of MRI Loins. / Caballero, Daniel; Caro, Andrés; Amigo Rubio, Jose Manuel; Dahl, Anders B.; Kjær Ersbøll, Bjarne; Pérez-Palacios, Trinidad.

    Computer Analysis of Images and Patterns: 17th International Conference, CAIP 2017, Ystad, Sweden, August 22-24, 2017, Proceedings, Part I. ed. / Michael Felsberg; Anders Heyden; Norbert Krüger. Cham : Springer, 2017. p. 208-218 (Lecture notes in computer science, Vol. 10424).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

  40. Published

    Prediction of pork quality parameters by applying fractals and data mining on MRI. / Caballero, Daniel; Perez-Palacios, Trinidad; Caro, Andres; Amigo, Jose Manuel; Dahl, Anders B.; Ersbøll, Bjarne K.; Antequera, Teresa.

    In: Food Research International, Vol. 99, 2017, p. 739-747.

    Research output: Contribution to journalJournal articleResearchpeer-review

  41. Published

    Application of hyperspectral imaging and chemometrics for classifying plastics with brominated flame retardants. / Caballero, Daniel; Bevilacqua, Marta; Amigo, José Manuel.

    In: Journal of Spectral Imaging, Vol. 8, a1, 2019.

    Research output: Contribution to journalReviewResearchpeer-review

  42. Published

    Implementation of enhanced correlation maps in near infrared chemical images : application in pharmaceutical research. / Cairós, Carlos; Amigo Rubio, Jose Manuel; Watt, Robert; Coello, Jordi; Maspoch, Santiago.

    In: Talanta: The International Journal of Pure and Applied Analytical Chemistry, Vol. 79, No. 3, 2009, p. 657-664.

    Research output: Contribution to journalJournal articleResearchpeer-review

  43. Published

    Classification of sherry vinegars by combining multidimensional fluorescence, parafac and different classification approaches. / Callejón, Raquel M.; Amigo Rubio, Jose Manuel; Pairo, Erola; Germón, Sergio; Ocaña, Juan Antonio; Morales, Maria Lourdes.

    In: Talanta, Vol. 88, 2012, p. 456-462.

    Research output: Contribution to journalJournal articleResearchpeer-review

  44. Published

    Sparse-Based Modeling of Hyperspectral Data. / Calvini, Rosalba; Ulrici, Alessandro; Amigo Rubio, Jose Manuel.

    Data Handling in Science and Technology: Resolving Spectral Mixtures With Applications from Ultrafast Time-Resolved Spectroscopy to Super-Resolution Imaging, 2016. ed. / Cyril Ruckebusch. Vol. 30 Elsevier, 2016. p. 613-634.

    Research output: Chapter in Book/Report/Conference proceedingBook chapterResearchpeer-review

  45. Published

    Transferring results from NIR-hyperspectral to NIR-multispectral imaging systems : A filter-based simulation applied to the classification of Arabica and Robusta green coffee. / Calvini, Rosalba; Amigo Rubio, Jose Manuel; Ulrici, Alessandro.

    In: Analytica Chimica Acta, Vol. 967, 2017, p. 33-41.

    Research output: Contribution to journalJournal articleResearchpeer-review

  46. Published

    Growing applications of hyperspectral and multispectral imaging. / Calvini, Rosalba; Ulrici, Alessandro; Amigo, José Manuel.

    Hyperspectral Imaging. ed. / José Manuel Amigo. Elsevier, 2020. p. 605-629 (Data Handling in Science and Technology, Vol. 32).

    Research output: Chapter in Book/Report/Conference proceedingBook chapterResearchpeer-review

  47. Published

    Practical comparison of sparse methods for classification of Arabica and Robusta coffee species using near infrared hyperspectral imaging. / Calvini, Rosalba; Ulrici, Alessandro; Amigo Rubio, Jose Manuel.

    In: Chemometrics and Intelligent Laboratory Systems, Vol. 146, 2015, p. 503–511.

    Research output: Contribution to journalJournal articleResearchpeer-review

  48. Published

    Using fractal image analysis to characterize microstructure of low-fat stirred yoghurt manufactured with microparticulated whey protein. / Celigueta Torres, Isabel; Amigo Rubio, Jose Manuel; Ipsen, Richard.

    In: Journal of Food Engineering, Vol. 109, No. 4, 2012, p. 721-729.

    Research output: Contribution to journalJournal articleResearchpeer-review

  49. Published

    Rheology and microstructure of low-fat yoghurt produced with whey protein microparticles as fat replacer. / Celigueta Torres, Isabel; Amigo Rubio, Jose Manuel; Knudsen, Jens Christian; Tolkach, Alexander; Mikkelsen, Bente Østergaard; Ipsen, Richard.

    In: International Dairy Journal, Vol. 81, 2018, p. 62-71.

    Research output: Contribution to journalJournal articleResearchpeer-review

  50. Published

    Behaviour of Trolox with macromolecule-bound antioxidants in aqueous medium : Inhibition of auto-regeneration mechanism. / Celik, Ecem Evrim; Amigo Rubio, Jose Manuel; Gokmen, Vural.

    In: Food Chemistry, Vol. 243, 2018, p. 428-434.

    Research output: Contribution to journalJournal articleResearchpeer-review

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