Ghent University Academic Bibliography

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Robust unsupervised dimensionality reduction based on feature clustering for single-cell imaging data

Daniel Peralta (UGent) and Yvan Saeys (UGent)

(2020) APPLIED SOFT COMPUTING. 93.
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Scalable approximate FRNN-OWA classification

Oliver Urs Lenz (UGent) , Daniel Peralta (UGent) and Chris Cornelis (UGent)

(2020) IEEE TRANSACTIONS ON FUZZY SYSTEMS. 28(5). p.929-938
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Fuzzy-rough-learn 0.1 : a Python library for machine learning with fuzzy rough sets

Oliver Urs Lenz (UGent) , Daniel Peralta (UGent) and Chris Cornelis (UGent)

(2020) IJCRS 2020 : Rough Sets. In Lecture Notes in Computer Science 12179. p.491-499
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Asynchronous processing for latent fingerprint identification on heterogeneous CPU-GPU systems

Andres J. Sanchez-Fernandez, Luis F. Romero, Daniel Peralta (UGent) , Miguel Angel Medina-Perez, Yvan Saeys (UGent) , Francisco Herrera and Siham Tabik

(2020) IEEE ACCESS. 8. p.124236-124253
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Classification of human white blood cells using machine learning for stain-free imaging flow cytometry

Maxim Lippeveld (UGent) , Carly Knill, Emma Ladlow, Andrew Fuller, Louise J Michaelis, Yvan Saeys (UGent) , Andrew Filby and Daniel Peralta (UGent)

(2020) CYTOMETRY PART A. 97(3). p.308-319
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Distributed, numerically stable distance and covariance computation with MPI for extremely large datasets

Daniel Peralta (UGent) and Yvan Saeys (UGent)

(2019) 2019 IEEE INTERNATIONAL CONGRESS ON BIG DATA (IEEE BIGDATA CONGRESS 2019). In IEEE International Congress on Big Data p.77-84
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A scalable approach to fuzzy rough nearest neighbour classification with ordered weighted averaging operators

Oliver Urs Lenz (UGent) , Daniel Peralta (UGent) and Chris Cornelis (UGent)

(2019) Rough sets. International joint conference, IJCRS 2019. In Lecture Notes in Artificial Intelligence 11499. p.197-209
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Heap-based algorithms to accelerate fingerprint matching on parallel platforms

Ricardo J. Barrientos, Ruber Hernández-García, Kevin Ortega, Emilio Luque and Daniel Peralta (UGent)

(2019) Cloud computing and big data. In Communications in Computer and Information Science 1050. p.61-72
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On the use of convolutional neural networks for robust classification of multiple fingerprint captures

Daniel Peralta (UGent) , Isaac Triguero, Salvador García, Yvan Saeys (UGent) , Jose M Benitez and Francisco Herrera

(2018) INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS. 33(1). p.213-230
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Multiobjective optimization for railway maintenance plans

Daniel Peralta (UGent) , Christoph Bergmeir, Martin Krone, Marta Galende, Manuel Menéndez, Gregorio I Sainz-Palmero, Carlos Martinez Bertrand, Frank Klawonn and Jose M Benitez

(2018) JOURNAL OF COMPUTING IN CIVIL ENGINEERING. 32(3).

Academic Bibliography

Robust unsupervised dimensionality reduction based on feature clustering for single-cell imaging data

Scalable approximate FRNN-OWA classification

Fuzzy-rough-learn 0.1 : a Python library for machine learning with fuzzy rough sets

Asynchronous processing for latent fingerprint identification on heterogeneous CPU-GPU systems

Classification of human white blood cells using machine learning for stain-free imaging flow cytometry

Distributed, numerically stable distance and covariance computation with MPI for extremely large datasets

A scalable approach to fuzzy rough nearest neighbour classification with ordered weighted averaging operators

Heap-based algorithms to accelerate fingerprint matching on parallel platforms

On the use of convolutional neural networks for robust classification of multiple fingerprint captures

Multiobjective optimization for railway maintenance plans

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