Rosane Minghim

About Rosane Minghim

Rosane Minghim, With an exceptional h-index of 31 and a recent h-index of 19 (since 2020), a distinguished researcher at University College Cork, specializes in the field of information visualization, visual data mining, visual analytics, machine learning, data science.

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

SuBIS: Submodular Subset Selection with Importance Sampling for Data-Efficient Machine Learning

Augmenting Large Language Models for Enhanced Interaction with Government Data Repositories

Understanding the influence of news on society decision making: application to economic policy uncertainty

Evaluation of Barlow Twins and VICReg self-supervised learning for sound patterns of bird and anuran species

Query-Focused Submodular Demonstration Selection for In-Context Learning in Large Language Models

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

Weak Supervision in Analysis of News: Application to Economic Policy Uncertainty

UCCNLP@ SMM4H’22: Label distribution aware long-tailed learning with post-hoc posterior calibration applied to text classification

Rosane Minghim Information

University

Position

School of Computer Science and Information Technology Ireland

Citations(all)

5420

Citations(since 2020)

2860

Cited By

3773

hIndex(all)

31

hIndex(since 2020)

19

i10Index(all)

67

i10Index(since 2020)

40

Email

University Profile Page

Google Scholar

Rosane Minghim Skills & Research Interests

information visualization

visual data mining

visual analytics

machine learning

data science

Top articles of Rosane Minghim

Title

Journal

Author(s)

Publication Date

SuBIS: Submodular Subset Selection with Importance Sampling for Data-Efficient Machine Learning

P Trust

H Younis

R Minghim

2024/1/31

Augmenting Large Language Models for Enhanced Interaction with Government Data Repositories

P TRUST

K Omala

R Minghim

2024/1/26

Understanding the influence of news on society decision making: application to economic policy uncertainty

Paul Trust

Ahmed Zahran

Rosane Minghim

2023/7

Evaluation of Barlow Twins and VICReg self-supervised learning for sound patterns of bird and anuran species

arXiv preprint arXiv:2312.11240

Fábio Felix Dias

Moacir Antonelli Ponti

Mílton Cezar Ribeiro

Rosane Minghim

2023/12/18

Query-Focused Submodular Demonstration Selection for In-Context Learning in Large Language Models

Paul Trust

Rosane Minghim

2023/12/7

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

Weak Supervision in Analysis of News: Application to Economic Policy Uncertainty

arXiv preprint arXiv:2209.05383

Paul Trust

Ahmed Zahran

Rosane Minghim

2022/8/10

UCCNLP@ SMM4H’22: Label distribution aware long-tailed learning with post-hoc posterior calibration applied to text classification

Paul Trust

Provia Kadusabe

Ahmed Zahran

Rosane Minghim

Kizito Omala

2022

LDPP at the FinNLP-2022 ERAI task: Determinantal point processes and variational auto-encoders for identifying high-quality opinions from a pool of social media posts

Paul Trust

Rosane Minghim

2022/12/8

Understanding High Dimensional Spaces through Visual Means Employing Multidimensional Projections

arXiv preprint arXiv:2207.10800

Haseeb Younis

Paul Trust

Rosane Minghim

2022/7/12

GGNN@ Causal News Corpus 2022: Gated Graph Neural Networks for Event Causality Identification from Social-Political News Articles

Paul Trust

Rosane Minghim

Evangelos Milios

Kadusabe Provia

2022

A classification and quantification approach to generate features in soundscape ecology using neural networks

Neural Computing and Applications

Fábio Felix Dias

Moacir Antonelli Ponti

Rosane Minghim

2022/2

UNLPSat TextGraphs-16 Natural Language Premise Selection task: Unsupervised Natural Language Premise Selection in mathematical text using sentence-MPNet

Paul Trust

Provia Kadusabe

Haseeb Younis

Rosane Minghim

Evangelos Milios

...

2022/10/16

A Visual Analytics Approach to Building Logistic Regression Models and its Application to Health Records

arXiv preprint arXiv:2201.08429

Erasmo Artur

Rosane Minghim

2022/1/20

Snlp at textgraphs 2022 shared task: Unsupervised natural language premise selection in mathematical texts using sentence-mpnet

Provia Kadusabe

Haseeb Younis

Rosane Minghim

Evangelos Milios

Ahmed Zahran

2022/10

Implementing simple spectral denoising for environmental audio recordings

arXiv preprint arXiv:2201.02099

Fábio Felix Dias

Moacir Antonelli Ponti

Rosane Minghim

2022/1/6

Soundscape segregation based on visual analysis and discriminating features

Ecological Informatics

Fábio Felix Dias

Helio Pedrini

Rosane Minghim

2021

A Visual Mining Approach to Improved Multiple-Instance Learning

Algorithms

Sonia Castelo

Moacir Ponti

Rosane Minghim

2021/11/27

Visualization and categorization of ecological acoustic events based on discriminant features

Ecological Indicators

Liz Maribel Huancapaza Hilasaca

Lucas Pacciullio Gaspar

Milton Cezar Ribeiro

Rosane Minghim

2021/7/1

Visual active learning for labeling: A case for soundscape ecology data

Information

Liz Huancapaza Hilasaca

Milton Cezar Ribeiro

Rosane Minghim

2021/6/29

See List of Professors in Rosane Minghim University(University College Cork)

Co-Authors

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