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1

Recursive feature elimination with random forest for PTR-MS analysis of agroindustrial products

Pablo M. Granitto, Cesare Furlanello, Franco Biasioli, Flavia Gasperi

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2006

Language:

english

File:

PDF, 202 KB

english, 2006

2

Automatic classification of legumes using leaf vein image features

Larese, Mónica G., Namías, Rafael, Craviotto, Roque M., Arango, Miriam R., Gallo, Carina, Granitto, Pablo M.

Journal:

Pattern Recognition

Year:

2014

Language:

english

File:

PDF, 4.67 MB

english, 2014

3

Rapid and direct volatile compound profiling of black and green teas (camellia sinensis) from different countries with Ptr-ToF-ms

Yener, Sine, Sánchez-López, José A., Granitto, Pablo M., Cappellin, Luca, Märk, Tilmann D., Zimmerman, Ralf, Bonn, Günther, Yeretzian, Chahan, Biasioli, Franco

Journal:

Year:

2016

Language:

english

File:

PDF, 811 KB

english, 2016

4

PTR-TOF-MS and data-mining methods for rapid characterisation of agro-industrial samples: influence of milk storage conditions on the volatile compounds profile of Trentingrana cheese

Alessandra Fabris, Franco Biasioli, Pablo M. Granitto, Eugenio Aprea, Luca Cappellin, Erna Schuhfried, Christos Soukoulis, Tilmann D. Märk, Flavia Gasperi, Isabella Endrizzi

Journal:

Journal of Mass Spectrometry

Year:

2010

Language:

english

File:

PDF, 205 KB

english, 2010

5

Weed seeds identification by machine vision

Pablo M Granitto, Hugo D Navone, Pablo F Verdes, H.A Ceccatto

Journal:

Computers and Electronics in Agriculture

Year:

2002

Language:

english

File:

PDF, 187 KB

english, 2002

6

Tracing coffee origin by direct injection headspace analysis with PTR/SRI-MS

Yener, Sine, Romano, Andrea, Cappellin, Luca, Granitto, Pablo M., Aprea, Eugenio, Navarini, Luciano, Märk, Tilmann D., Gasperi, Flavia, Biasioli, Franco

Journal:

Food Research International

Year:

2015

Language:

english

File:

PDF, 1.03 MB

english, 2015

7

Deep learning for plant identification using vein morphological patterns

Grinblat, Guillermo L., Uzal, Lucas C., Larese, Mónica G., Granitto, Pablo M.

Journal:

Computers and Electronics in Agriculture

Year:

2016

Language:

english

File:

PDF, 2.22 MB

english, 2016

8

Inferring unknown biological functions by integration of GO annotations and gene expression data

Leale, Guillermo, Baya, Ariel, Milone, Diego, Granitto, Pablo, Stegmayer, Georgina

Journal:

IEEE/ACM Transactions on Computational Biology and Bioinformatics

Year:

2016

Language:

english

File:

PDF, 2.06 MB

english, 2016

9

Rapid and non-destructive identification of strawberry cultivars by direct PTR-MS headspace analysis and data mining techniques

Pablo M. Granitto, Franco Biasioli, Eugenio Aprea, Daniela Mott, Cesare Furlanello, Tilmann D. Märk, Flavia Gasperi

Journal:

Sensors and Actuators B: Chemical

Year:

2007

Language:

english

File:

PDF, 505 KB

english, 2007

10

On data analysis in PTR-TOF-MS: From raw spectra to data mining

Luca Cappellin, Franco Biasioli, Pablo M. Granitto, Erna Schuhfried, Christos Soukoulis, Fabrizio Costa, Tilmann D. Märk, Flavia Gasperi

Journal:

Sensors and Actuators B: Chemical

Year:

2011

Language:

english

File:

PDF, 580 KB

english, 2011

11

Clustering gene expression data with a penalized graph-based metric

Ariel E Bayá, Pablo M Granitto

Journal:

BMC Bioinformatics

Year:

2011

Language:

english

File:

PDF, 698 KB

english, 2011

12

Large-scale investigation of weed seed identification by machine vision

Pablo M. Granitto, Pablo F. Verdes, H.Alejandro Ceccatto

Journal:

Computers and Electronics in Agriculture

Year:

2005

Language:

english

File:

PDF, 117 KB

english, 2005

13

Rapid characterization of dry cured ham produced following different PDOs by proton transfer reaction time of flight mass spectrometry (PTR-ToF-MS)

José Sánchez del Pulgar, Christos Soukoulis, Franco Biasioli, Luca Cappellin, Carmen García, Flavia Gasperi, Pablo Granitto, Tilmann D. Märk, Edi Piasentier, Erna Schuhfried

Journal:

Year:

2011

Language:

english

File:

PDF, 662 KB

english, 2011

14

Linking GC-MS and PTR-TOF-MS fingerprints of food samples

Luca Cappellin, Eugenio Aprea, Pablo Granitto, Ron Wehrens, Christos Soukoulis, Roberto Viola, Tilmann D. Märk, Flavia Gasperi, Franco Biasioli

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2012

Language:

english

File:

PDF, 394 KB

english, 2012

15

PTR-ToF-MS and data mining methods: a new tool for fruit metabolomics

Cappellin, Luca, Soukoulis, Christos, Aprea, Eugenio, Granitto, Pablo, Dallabetta, Nicola, Costa, Fabrizio, Viola, Roberto, Märk, Tilmann D., Gasperi, Flavia, Biasioli, Franco

Journal:

Year:

2012

Language:

english

File:

PDF, 461 KB

english, 2012

16

Multiclass methods in the analysis of metabolomic datasets: The example of raspberry cultivar volatile compounds detected by GC–MS and PTR-MS

Cappellin, Luca, Aprea, Eugenio, Granitto, Pablo, Romano, Andrea, Gasperi, Flavia, Biasioli, Franco

Journal:

Food Research International

Year:

2013

Language:

english

File:

PDF, 394 KB

english, 2013

17

Abrupt change detection with One-Class Time-Adaptive Support Vector Machines

Grinblat, Guillermo L., Uzal, Lucas C., Granitto, Pablo M.

Journal:

Expert Systems with Applications

Year:

2013

Language:

english

File:

PDF, 856 KB

english, 2013

18

How Many Clusters: A Validation Index for Arbitrary-Shaped Clusters

Baya, Ariel E., Granitto, Pablo M.

Journal:

IEEE/ACM Transactions on Computational Biology and Bioinformatics

Year:

2013

Language:

english

File:

PDF, 1021 KB

english, 2013

19

Spot defects detection in cDNA microarray images

Mónica G. Larese, Pablo M. Granitto, Juan C. Gómez

Journal:

Pattern Analysis and Applications

Year:

2013

Language:

english

File:

PDF, 626 KB

english, 2013

20

Multiscale recognition of legume varieties based on leaf venation images

Larese, Mónica G., Bayá, Ariel E., Craviotto, Roque M., Arango, Miriam R., Gallo, Carina, Granitto, Pablo M.

Journal:

Expert Systems with Applications

Year:

2014

Language:

english

File:

PDF, 1.97 MB

english, 2014

21

Nonstationary regression with support vector machines

Grinblat, Guillermo L., Uzal, Lucas C., Verdes, Pablo F., Granitto, Pablo M.

Journal:

Neural Computing and Applications

Year:

2015

Language:

english

File:

PDF, 379 KB

english, 2015

22

[IEEE 2008 8th International Conference on Hybrid Intelligent Systems (HIS) - Barcelona, Spain (2008.09.10-2008.09.12)] 2008 Eighth International Conference on Hybrid Intelligent Systems - REPMAC: A New Hybrid Approach to Highly Imbalanced Classification Problems

Ahumada, Hernán, Grinblat, Guillermo L., Uzal, Lucas C., Granitto, Pablo M., Ceccatto, Alejandro

Year:

2008

Language:

english

File:

PDF, 151 KB

english, 2008

23

A LATE-STOPPING METHOD FOR OPTIMAL AGGREGATION OF NEURAL NETWORKS

GRANITTO, PABLO M., VERDES, PABLO F., NAVONE, HUGO D., CECCATTO, H. ALEJANDRO

Journal:

International Journal of Neural Systems

Year:

2001

Language:

english

File:

PDF, 1008 KB

english, 2001

24

Artificial Neural Network Learning of Nonstationary Behavior in Time Series

Széliga, María I., Verdes, Pablo F., Granitto, Pablo M., Ceccatto, H. Alejandro

Journal:

International Journal of Neural Systems

Year:

2003

Language:

english

File:

PDF, 1.06 MB

english, 2003

25

Clustering using PK-D: A connectivity and density dissimilarity

Bayá, Ariel E., Larese, Mónica G., Granitto, Pablo M.

Journal:

Expert Systems with Applications

Year:

2016

Language:

english

File:

PDF, 1.58 MB

english, 2016

26

Finding local leaf vein patterns for legume characterization and classification

Larese, Mónica G., Granitto, Pablo M.

Journal:

Machine Vision and Applications

Year:

2016

Language:

english

File:

PDF, 4.86 MB

english, 2016

27

Improved multiclass feature selection via list combination

Izetta, Javier, Verdes, Pablo F., Granitto, Pablo M.

Journal:

Expert Systems with Applications

Year:

2017

Language:

english

File:

PDF, 1.09 MB

english, 2017

28

Evaluation of a new hybrid algorithm for highly imbalanced classification problems

Ahumada, HernÃ¡n, Grinblat, Guillermo L., Uzal, Lucas C., Ceccatto, Alejandro, Granitto, Pablo M.

Journal:

International Journal of Hybrid Intelligent Systems

Year:

2011

File:

PDF, 1.08 MB

2011

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