M. Julia Flores (ORCID: 0000-0001-6956-3184)

M. Julia Flores  (ORCID: 0000-0001-6956-3184)

Universidad de Castilla-La Mancha

H-index: 17

Europe-Spain

About M. Julia Flores (ORCID: 0000-0001-6956-3184)

M. Julia Flores (ORCID: 0000-0001-6956-3184), With an exceptional h-index of 17 and a recent h-index of 11 (since 2020), a distinguished researcher at Universidad de Castilla-La Mancha, specializes in the field of Image and audio classification, Machine Learning, Probabilistic Graphical Models, Deep Learning, Reinforcement Learning and Appl.

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

Flash floods in Mediterranean catchments: a meta-model decision support system based on Bayesian networks

Applying ranking techniques for estimating influence of Earth variables on temperature forecast error

Predicting spotify audio features from Last. fm tags

Novel groundtruth transformations for the aesthetic assessment problem

Bayesian networks for preprocessing water management data

Flood Risk: Evolution and Analysis in a Mediterranean area

Ranking-based scores for the assessment of aesthetic quality in photography

User-centric Music Recommendations

M. Julia Flores (ORCID: 0000-0001-6956-3184) Information

University

Position

Professor of Computer Science

Citations(all)

1155

Citations(since 2020)

430

Cited By

907

hIndex(all)

17

hIndex(since 2020)

11

i10Index(all)

27

i10Index(since 2020)

14

Email

University Profile Page

Universidad de Castilla-La Mancha

Google Scholar

View Google Scholar Profile

M. Julia Flores (ORCID: 0000-0001-6956-3184) Skills & Research Interests

Image and audio classification

Machine Learning

Probabilistic Graphical Models

Deep Learning

Reinforcement Learning and Appl

Top articles of M. Julia Flores (ORCID: 0000-0001-6956-3184)

Title

Journal

Author(s)

Publication Date

Flash floods in Mediterranean catchments: a meta-model decision support system based on Bayesian networks

Environmental and Ecological Statistics

Rosa F Ropero

M Julia Flores

Rafael Rumí

2024/1/9

Applying ranking techniques for estimating influence of Earth variables on temperature forecast error

arXiv preprint arXiv:2403.07966

M Julia Flores

Melissa Ruiz-Vásquez

Ana Bastos

René Orth

2024/3/12

Predicting spotify audio features from Last. fm tags

Multimedia Tools and Applications

Jaime Ramírez Castillo

M Julia Flores

Philippe Leray

2023/11/2

Novel groundtruth transformations for the aesthetic assessment problem

Information Processing & Management

Luis Gonzalez-Naharro

M Julia Flores

Jesus Martínez-Gómez

Jose M Puerta

2023/7/1

Bayesian networks for preprocessing water management data

Mathematics

Rosa Fernández Ropero

María Julia Flores

Rafael Rumí

2022/5/23

Flood Risk: Evolution and Analysis in a Mediterranean area

M Julia Flores

Rosa F Ropero

Rafael Rumí

2022/4/20

Ranking-based scores for the assessment of aesthetic quality in photography

Signal processing: image communication

Fernando Rubio

M Julia Flores

Jose M Puerta

2022/10/1

User-centric Music Recommendations

Jaime Ramirez-Castillo

M Julia Flores

Ann E Nicholson

2022/8/5

A comparison bewteen Elvira software and AMIDST toolbox in environmental data: A case study of flooding risk management

Rosa F Ropero

M Julia Flores

Rafael Cabañas

Rafael Rumí

2021

An application for aesthetic quality assessment in photography with interpretability features

Entropy

Fernando Rubio Perona

Maria Julia Flores Gallego

Jose Miguel Puerta Callejon

2021/10/23

Missing values and lack of information in water management datasets: an approach based on Bayesian Networks

EGU General Assembly Conference Abstracts

Rosa F Ropero

M Julia Flores

Rafael Rumí

2021/4

Web-based music genre classification for timeline song visualization and analysis

IEEE Access

Jaime Ramirez Castillo

M Julia Flores

2021/1/22

Machine learning for music genre: multifaceted review and experimentation with audioset

Journal of Intelligent Information Systems

Jaime Ramírez

M. Julia Flores

2019

Data capture and multimodal learning analytics focused on engagement with a new wearable IoT approach

IEEE Transactions on Learning Technologies

Vicente López Camacho

Elena de la Guía

Teresa Olivares

M Julia Flores

Luis Orozco-Barbosa

2020/6/3

See List of Professors in M. Julia Flores (ORCID: 0000-0001-6956-3184) University(Universidad de Castilla-La Mancha)

Co-Authors

H-index: 74
Geoff Webb

Geoff Webb

Monash University

H-index: 45
Serafín Moral

Serafín Moral

Universidad de Granada

H-index: 35
Ann E Nicholson

Ann E Nicholson

Monash University

H-index: 31
Kevin B Korb

Kevin B Korb

Monash University

H-index: 27
Antonio Salmerón

Antonio Salmerón

Universidad de Almería

H-index: 26
Jose Miguel Puerta (ORCID:0000-0002-9164-5191)

Jose Miguel Puerta (ORCID:0000-0002-9164-5191)

Universidad de Castilla-La Mancha

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