Carlos Silla

About Carlos Silla

Carlos Silla, With an exceptional h-index of 24 and a recent h-index of 19 (since 2020), a distinguished researcher at Pontifícia Universidade Católica do Paraná, specializes in the field of Data Mining, Pattern Recognition, Music Information Retrieval, Computer Science and Engineering Education.

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

Automatic Classification of Infant’s Cry Using Data Balancing and Hierarchical Classification Techniques

An Investigation of Different Positive and Negative Training Policies for the Task of Hierarchical Music Genre Classification

Multi-Modal Music Mood Classification with Dynamic Classifier Selection

Music Recommendation System for Shared Environments

Bringing More Girls to STEM: Initiatives within the Frontiers in Education Conference

Automatic Music Score Difficulty Classification

Learning game programming through narrative, sound effects, and music in text-based games: A creative approach to digital game education

A Clustering-Based Computational Model to Group Students With Similar Programming Skills From Automatic Source Code Analysis Using Novel Features

Carlos Silla Information

University

Position

Professor at the (PUCPR)

Citations(all)

3642

Citations(since 2020)

2256

Cited By

2123

hIndex(all)

24

hIndex(since 2020)

19

i10Index(all)

40

i10Index(since 2020)

28

Email

University Profile Page

Google Scholar

Carlos Silla Skills & Research Interests

Data Mining

Pattern Recognition

Music Information Retrieval

Computer Science and Engineering Education

Top articles of Carlos Silla

Title

Journal

Author(s)

Publication Date

Automatic Classification of Infant’s Cry Using Data Balancing and Hierarchical Classification Techniques

Matheus HC Sudul

Rafael L Aguiar

Yandre MG Costa

Sheryl Brahnam

Shannon McMurtrey

...

2023/6/27

An Investigation of Different Positive and Negative Training Policies for the Task of Hierarchical Music Genre Classification

Cinthya Oestreich Silva

Renato Tateiwa Suguiy

Carlos N Silla

2023/6/27

Multi-Modal Music Mood Classification with Dynamic Classifier Selection

João G Bracaioli Vitório

Alceu S Britto Junior

Costa Yandre MG

Carlos N Silla

2023/6/27

Music Recommendation System for Shared Environments

João G Bracaioli Vitório

Carlos N Silla

2023/6/27

Bringing More Girls to STEM: Initiatives within the Frontiers in Education Conference

Isabela M Montingelli

Andreia Malucelli

Sheila Reinehr

Carlos N Silla

2023/10/18

Automatic Music Score Difficulty Classification

Diogo Steinke Deconto

Erick Luiz Fontoura Valenga

Carlos N Silla

2023/6/27

Learning game programming through narrative, sound effects, and music in text-based games: A creative approach to digital game education

Glaucio HM Moro

Claudio RV Carvilhe

Bruno C de Paula

Carlos N Silla

2023/10/18

A Clustering-Based Computational Model to Group Students With Similar Programming Skills From Automatic Source Code Analysis Using Novel Features

IEEE Transactions on Learning Technologies

Davi Bernardo Silva

Deborah Ribeiro Carvalho

Carlos N Silla

2023/5/9

A multimodal approach for multi-label movie genre classification

Multimedia Tools and Applications

Rafael B Mangolin

Rodolfo M Pereira

Alceu S Britto

Carlos N Silla

Valéria D Feltrim

...

2022

Using Discord as an Extension of the Emergency Remote Teaching Classroom during the COVID-19 pandemic

Glaucio HM Moro

Anderson Vermonde

Artur Mittelbach

Breno Azevedo

Bruno Campagnolo

...

2021/10/13

Teaching entrepreneurship for computer science and engineering students using active learning pedagogical strategies

Carlos N Silla

2021/10/13

Toward hierarchical classification of imbalanced data using random resampling algorithms

Information Sciences

Rodolfo M Pereira

Yandre MG Costa

Carlos N Silla Jr

2021/11/1

Handling imbalance in hierarchical classification problems using local classifiers approaches

Data Mining and Knowledge Discovery

Rodolfo M Pereira

Yandre MG Costa

Carlos N Silla Jr

2021/7

An Analysis of Feature Selection Techniques For COVID-19 Detection on Chest X-Ray Data

André L Jeller Selleti

Carlos N Silla

2021/10/25

On the importance of passive acoustic monitoring filters

Journal of Marine Science and Engineering

Rafael Aguiar

Gianluca Maguolo

Loris Nanni

Yandre Costa

Carlos Silla Jr

2021/6/22

Analyzing the Impact of Resampling Approaches on Chest X-Ray Images for COVID-19 Identification in a Local Hierarchical Classification Scenario

Fábio KH De Barros

André L Jeller Selleti

Vinícius AP Queiroz

Rodolfo M Pereira

Carlos N Silla

2021/10/25

Lidando com o Desbalanceamento em Problemas de Classificação Hierárquica com Reamostragem de Dados

Rodolfo Miranda Pereira

Yandre MG Costa

Carlos N Silla Jr

2021/6/15

Dealing with Imbalanceness in Hierarchical Classification Problems Through Data Resampling

Rodolfo M Pereira

Yandre MG Costa

Carlos N Silla Jr

2021/10/18

A methodology for procedural piano music composition with mood templates using genetic algorithms

L Rocha de Azevedo Santos

Carlos Nascimento Silla Jr

MD Costa-Abreu

2021/1/1

OMR metrics and evaluation: a systematic review

Luciano Mengarelli

Bruno Kostiuk

João G Vitório

Maicon A Tibola

William Wolff

...

2020/3

See List of Professors in Carlos Silla University(Pontifícia Universidade Católica do Paraná)

Co-Authors

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