Juan-Carlos Perez-Cortes

About Juan-Carlos Perez-Cortes

Juan-Carlos Perez-Cortes, With an exceptional h-index of 22 and a recent h-index of 10 (since 2020), a distinguished researcher at Universidad Politécnica de València, specializes in the field of Artificial Intelligence, Machine Learning, Pattern Recognition, Medical Applications of AI, Industrial Inspection.

His recent articles reflect a diverse array of research interests and contributions to the field:

Feature identification using hypotheses of relevance and a 2D-cascade of SEQENS ensembles

Improving the understanding of web user behaviors through machine learning analysis of eye-tracking data

Advancing Towards Zero-Defect Manufacturing in the Plastic Injection Industry with Global and Local Explainability Approaches

Method of determining the coherence between a physical object and a numerical model representative of the shape of a physical object

Synthetic-Real Domain Adaptation for Probabilistic Pose Estimation

Prediction of 30-day unplanned hospital readmission through survival analysis

Computer Vision on the Edge to Reduce Network Bandwidth Consumption and Computing Resources in Multi-view 3D Industrial Inspection without Hidden Surfaces

Machine-learning approach for Type 2 Diabetes diagnosis and prognosis models over heterogeneous feature spaces

Juan-Carlos Perez-Cortes Information

University

Position

Professor of Computer Science ITI

Citations(all)

1704

Citations(since 2020)

462

Cited By

1365

hIndex(all)

22

hIndex(since 2020)

10

i10Index(all)

36

i10Index(since 2020)

14

Email

University Profile Page

Universidad Politécnica de València

Google Scholar

View Google Scholar Profile

Juan-Carlos Perez-Cortes Skills & Research Interests

Artificial Intelligence

Machine Learning

Pattern Recognition

Medical Applications of AI

Industrial Inspection

Top articles of Juan-Carlos Perez-Cortes

Title

Journal

Author(s)

Publication Date

Feature identification using hypotheses of relevance and a 2D-cascade of SEQENS ensembles

Joaquim Arlandis

Rafael Llobet

J Ramón Navarro-Cerdán

Laura Arnal

François Signol

...

2024/2/28

Improving the understanding of web user behaviors through machine learning analysis of eye-tracking data

User Modeling and User-Adapted Interaction

Diana Castilla

Omar Del Tejo Catalá

Patricia Pons

François Signol

Beatriz Rey

...

2023/7/31

Advancing Towards Zero-Defect Manufacturing in the Plastic Injection Industry with Global and Local Explainability Approaches

Javier Pérez Soler

Nicolás García Sastre

Andrés Larroza Santacruz

Victor Sevilla Nuñez

Miraç Can Yüksel

...

2023/10/16

Method of determining the coherence between a physical object and a numerical model representative of the shape of a physical object

2023/1/3

Synthetic-Real Domain Adaptation for Probabilistic Pose Estimation

Omar Del-Tejo-Catala

Javier Perez

Jose Guardiola

Alberto J Perez

Juan-Carlos Perez-Cortes

2023

Prediction of 30-day unplanned hospital readmission through survival analysis

Heliyon

Pedro Pons-Suñer

Laura Arnal

François Signol

M Jose Caballero Mateos

Bernardo Valdivieso Martínez

...

2023/10/1

Computer Vision on the Edge to Reduce Network Bandwidth Consumption and Computing Resources in Multi-view 3D Industrial Inspection without Hidden Surfaces

Journal of Signal Processing Systems

David Millán Escrivá

Javier Tendillo Ruiz

Pau Garrigues Carbó

Andrés Martín Larroza Santacruz

Guillermo Amat Gomariz

...

2023/9

Machine-learning approach for Type 2 Diabetes diagnosis and prognosis models over heterogeneous feature spaces

medRxiv

J Ramón Navarro-Cerdán

Pedro Pons-Suñer

Laura Arnal

Joaquim Arlandis

Rafael Llobet

...

2023

A Deep GCN Approach Based on Multidimensional Projections and Classification to Cybercrime Detection in a True Imbalanced Problem with Semisupervision

Available at SSRN 4519572

J Ramón Navarro Cerdán

David Millán Escrivá

Andrés Larroza

Pedro Pons-Suñer

Juan Carlos Pérez Cortés

2023/7/24

A Supervised Machine Learning Model to Predict Therapy Response and Mortality at 90 days After Acute Myeloid Leukemia Diagnosis

medRxiv

Juan A Delgado Sanchis

Pedro Pons-Suñer

Noemi Alvarez

Claudia Sargas

Sara Dorado

...

2023

Probabilistic pose estimation from multiple hypotheses

IEEE Access

Omar Del-Tejo-Catalá

Jose-Luis Guardiola

Javier Pérez

David Millán Escrivá

Alberto J Perez

...

2023/6/22

Optimal Coherent Point Selection for 3D Quality Inspection from Silhouette-Based Reconstructions

Mathematics

Javier Pérez Soler

Jose-Luis Guardiola

Alberto Perez Jimenez

Pau Garrigues Carbó

Nicolás García Sastre

...

2023/10/25

SEQENS: An ensemble method for relevant gene identification in microarray data

Computers in Biology and Medicine

François Signol

Laura Arnal

J Ramón Navarro-Cerdán

Rafael Llobet

Joaquim Arlandis

...

2023/1/1

A machine learning based predictive model for the diagnosis of sepsis

medRxiv

Juan A Delgado Sanchis

François Signol

Juan-Carlos Perez-Cortes

Eva M García-López

Salvador Mena-Mollá

...

2022/5/1

Breast dense tissue segmentation with noisy labels: A hybrid threshold-based and mask-based approach

Diagnostics

Andrés Larroza

Francisco Javier Pérez-Benito

Juan-Carlos Perez-Cortes

Marta Román

Marina Pollán

...

2022/7/28

Extended A Priori Probability (EAPP): a data-driven approach for machine learning binary classification tasks

IEEE Access

Francisco Javier Pérez-benito

Omar Del Tejo Catalá

Ismael Salvador Igual

Rafael Llobet

Juan-Carlos Perez-Cortes

2022/11/14

Decision support through risk cost estimation in 30-day hospital unplanned readmission

PloS one

Laura Arnal

Pedro Pons-Suñer

J Ramón Navarro-Cerdán

Pablo Ruiz-Valls

Mª Jose Caballero Mateos

...

2022/7/15

Co-designing an mHealth app for the collection of patient-reported outcomes in frail patients

International Journal of Integrated Care (IJIC)

Francisco Pérez-Sádaba

Susana Aceituno

Fernando Aparicio

Carlos Expósito

Lorenzo Martínez

...

2022/10/2

133 CAN WE SPARE PRESSURE-FLOW STUDIES? UROFLOWMETRY PATTERN RECOGNITION USING COMPUTATIONAL PROCESSING: PRELIMINARY RESULTS.

Continence

O Colet

O Del Tejo Catalá

J Navarro-Cerdán

E Morán

J Bolón Marset

...

2022/6/1

Method for determining the orientation of a physical object in space

2022/10/20

See List of Professors in Juan-Carlos Perez-Cortes University(Universidad Politécnica de València)

Co-Authors

H-index: 58
Enrique Vidal

Enrique Vidal

Universidad Politécnica de València

H-index: 46
Francisco Casacuberta

Francisco Casacuberta

Universidad Politécnica de València

H-index: 28
Roberto Paredes

Roberto Paredes

Universidad Politécnica de València

H-index: 27
José Miguel Benedí

José Miguel Benedí

Universidad Politécnica de València

H-index: 27
Alfons Juan

Alfons Juan

Universidad Politécnica de València

H-index: 25
Maria Jose Castro-Bleda

Maria Jose Castro-Bleda

Universidad Politécnica de València

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