Maria Cristina Ferreira de Oliveira

Maria Cristina Ferreira de Oliveira

Universidade de São Paulo

H-index: 32

Latin America-Brazil

About Maria Cristina Ferreira de Oliveira

Maria Cristina Ferreira de Oliveira, With an exceptional h-index of 32 and a recent h-index of 18 (since 2020), a distinguished researcher at Universidade de São Paulo, specializes in the field of Data visualization, Visual data mining, Visual analytics.

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

History of Chemistry of Materials According to Topic Evolution Based on Network Analysis and Natural Language Processing

Soundscape Characterization Using Autoencoders and Unsupervised Learning

Artificial Intelligence Agents for Materials Sciences

Addressing the gap between current language models and key-term-based clustering

Network analysis and natural language processing to obtain a landscape of the scientific literature on materials applications

Evaluating Visual Analytics for Relevant Information Retrieval in Document Collections

Materials discovery with machine learning and knowledge discovery

Multilevel Coarsening for Interactive Visualization of Large Bipartite Networks

Maria Cristina Ferreira de Oliveira Information

University

Position

Instituto de Ciências Matemáticas e de Computação

Citations(all)

4318

Citations(since 2020)

1258

Cited By

3456

hIndex(all)

32

hIndex(since 2020)

18

i10Index(all)

72

i10Index(since 2020)

37

Email

University Profile Page

Universidade de São Paulo

Google Scholar

View Google Scholar Profile

Maria Cristina Ferreira de Oliveira Skills & Research Interests

Data visualization

Visual data mining

Visual analytics

Top articles of Maria Cristina Ferreira de Oliveira

Title

Journal

Author(s)

Publication Date

History of Chemistry of Materials According to Topic Evolution Based on Network Analysis and Natural Language Processing

Ana Caroline M Brito

Maria Cristina F Oliveira

Osvaldo N Oliveira Jr

Filipi N Silva

Diego R Amancio

2024/1/9

Soundscape Characterization Using Autoencoders and Unsupervised Learning

Sensors

Daniel Alexis Nieto-Mora

Maria Cristina Ferreira de Oliveira

Camilo Sanchez-Giraldo

Leonardo Duque-Muñoz

Claudia Isaza-Narváez

...

2024/4/18

Artificial Intelligence Agents for Materials Sciences

Journal of Chemical Information and Modeling

ON Oliveira Jr

L Christino

Maria Cristina Ferreira de Oliveira

Fernando Vieira Paulovich

2023/12/12

Addressing the gap between current language models and key-term-based clustering

Eric M Cabral

Sima Rezaeipourfarsangi

Maria Cristina F Oliveira

Evangelos E Milios

Rosane Minghim

2023/8/22

Network analysis and natural language processing to obtain a landscape of the scientific literature on materials applications

Ana Caroline M Brito

Maria Cristina F Oliveira

Osvaldo N Oliveira Jr

Filipi N Silva

Diego R Amancio

2023/6/4

Evaluating Visual Analytics for Relevant Information Retrieval in Document Collections

Interacting with Computers

Sherlon Almeida da Silva

Evangelos E Milios

Maria Cristina F de Oliveira

2023/3

Materials discovery with machine learning and knowledge discovery

Frontiers in chemistry

Osvaldo N Oliveira Jr

Maria Cristina F Oliveira

2022/7/7

Multilevel Coarsening for Interactive Visualization of Large Bipartite Networks

Frontiers in Research Metrics and Analytics

Alan Demétrius Baria Valejo

Renato Fabbri

Alneu de Andrade Lopes

Liang Zhao

Maria Cristina Ferreira de Oliveira

2022/6/16

Knowledge discovery in materials sciences

Poster Session

Osvaldo Novais de Oliveira Junior

Maria Cristina Ferreira de Oliveira

2022

Information visualization and machine learning for data analysis of sensors and biosensors

Abstract Book

Osvaldo Novais de Oliveira Junior

Maria Cristina Ferreira de Oliveira

2021

O futuro da ciência e tecnologia com as máquinas inteligentes

Inteligência artificial: avanços e tendências

José Fernando Rodrigues Junior

Maria Cristina Ferreira de Oliveira

Osvaldo Novais de Oliveira Junior

2021

Sensing and biosensing in the world of autonomous machines and intelligent systems

Frontiers in Sensors

Osvaldo Novais de Oliveira Junior

Maria Cristina Ferreira de Oliveira

2021

Detection of a SARS-CoV-2 sequence with genosensors using data analysis based on information visualization and machine learning techniques

Materials Chemistry Frontiers

Juliana Coatrini Soares

Andrey Coatrini Soares

Valquiria Cruz Rodrigues

Pedro Ramon Almeida Oiticica

Paulo Augusto Raymundo-Pereira

...

2021

Evaluating visual analytics for text information retrieval

Sherlon Almeida da Silva

Evangelos E. Milios

Maria Cristina F. de Oliveira

2021/10/18

Big data and machine learning for materials science

Discover Materials

José F. Rodrigues

Larisa Florea

Maria C. F. Oliveira

Dermot Diamond

Osvaldo N. Oliveira

2021/4/19

A benchmarking tool for the generation of bipartite network models with overlapping communities

Knowledge and Information Systems

Alan Valejo

Fabiana Góes

Luzia Romanetto

Maria Cristina Ferreira de Oliveira

Alneu de Andrade Lopes

2020/4

Visualization to Assist Interpretation of the Multilevel Paradigm in Bipartite Graphs.

Diego S Cintra

Alan Valejo

Alneu de Andrade Lopes

Maria Cristina Ferreira de Oliveira

2020

A coarsening method for bipartite networks via weight-constrained label propagation

Knowledge-Based Systems

Alan Valejo

Thiago Faleiros

Maria Cristina Ferreira de Oliveira

Alneu de Andrade Lopes

2020/5

A critical survey of the multilevel method in complex networks

ACM Computing Surveys

Alan Valejo

Vinícius Ferreira

Renato Fabbri

Ferreira de Oliveira

Maria Cristina

...

2020/4

See List of Professors in Maria Cristina Ferreira de Oliveira University(Universidade de São Paulo)

Co-Authors

H-index: 79
Osvaldo N. Oliveira Jr.

Osvaldo N. Oliveira Jr.

Universidade de São Paulo

H-index: 33
Fernando V. Paulovich

Fernando V. Paulovich

Dalhousie University

H-index: 32
Luis Gustavo Nonato

Luis Gustavo Nonato

Universidade de São Paulo

H-index: 31
Rosane Minghim

Rosane Minghim

University College Cork

H-index: 23
Alneu de Andrade Lopes

Alneu de Andrade Lopes

Universidade de São Paulo

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