Algoritmi | User | Inês Sena

Inês Sena

Inês Sena

At Algoritmi

Assistant Researcher with MSc

Member of the SEOR R&D Group

Academic Degree

MSc

Current Position

Assistant Researcher at Escola de Engenharia da Universidade do Minho

Personal Webpage

Personal Email

ines.sena@ipb.pt

Orcid

0000-0003-4995-4799

Researcher ID

Ciência ID

DC10-817D-21B5

Google Scholar

h-index

1

Publications

11

Editorial

0

Citations

2

Q1 / Q2

0

About Me



Impact of Optimization in Predicting Work Accidents: Model Performance and Feature Selection

SN Computer Science

2025 | journal-article

Predicting the Probability of Occupational Accidents Occurrence in a Portuguese Retail Company

Accident & Analysis Prevention

2025 | journal-article

Predicting the risk of work accidents through meta-comparison of Machine Learning algorithms combined with Dimensional Reduction techniques

Engineering Applications of Artificial Intelligence

2025 | journal-article

Prediction Occupational Accidents in Retail Sector - Systematic Review

Safety Science

2025 | journal-article

iSafetyStaff: Real-time tool for evaluation the opinion and stress level of workers

SoftwareX

2025 | journal-article

Predicting Retail Store Transaction Patterns: a Comparison of ARIMA and Machine Learning Models

International Conference on Computational Science and Its Applications (OL2A)

2024 | conference-paper

Effect of Weather Conditions and Transactions Records on Work Accidents in the Retail Sector – A Case Study

2024 | book-chapter

Exploring Features to Classify Occupational Accidents in the Retail Sector

2024 | book-chapter

Predicting Retail Store Transaction Patterns: A Comparison of ARIMA and Machine Learning Models

2024 | book-chapter

Time series forecasting of retail transactions

Symposium of Applied Science for Young Researchers (SASYR)

2023 | conference-paper

Correlating Sales Amount with Employee Job Satisfaction in the Retail Sector

Symposium of Applied Science for Young Researchers (SASYR)

2023 | conference-paper

Data pruning approach in the retail sector

Symposium of Applied Science for Young Researchers (SASYR)

2023 | conference-paper

Clustering analysis – A case study

AIP Conference Proceedings

2023 | conference-paper

Effect of weather conditions and transactions records on work accidents in the retail sector -- a case study

Optimization, Learning Algorithms and Applications

2023 | book-chapter

Exploring Features to Classify Occupational Accidents in the Retail Sector

Optimization, Learning Algorithms and Applications

2023 | book-chapter

Impact of Organizational Factors on Accident Prediction in the Retail Sector

Computational Science and Its Applications – ICCSA 2023 Workshops

2023 | conference-paper

iSafety: Sistema inteligente para a segurança e bem-estar ocupacional no setor do retalho

VII Encontro de Jovens Investigadores STEAM

2022 | conference-abstract

External Climate Data Extraction Using the Forward Feature Selection Method in the Context of Occupational Safety

Computational Science and Its Applications – ICCSA 2022 Workshops

2022 | conference-paper

Integrated Feature Selection and Classification Algorithm in the Prediction of Work-Related Accidents in the Retail Sector: A Comparative Study

Communications in Computer and Information Science

2022 | conference-paper

Trends Identification in Medical Care

Proceedings of the 10th International Conference on Operations Research and Enterprise Systems

2021 | journal-article

Data Analysis of Workplace Accidents - A Case Study

Communications in Computer and Information Science

2021 | conference-paper

Occupational Behaviour Study in the Retail Sector

Communications in Computer and Information Science

2021 | conference-paper

Trends identification in medical care

ICORES 2021 - Proceedings of the 10th International Conference on Operations Research and Enterprise Systems

2021 | conference-paper

Trends Identification in Medical Care

VII WCDANM

2020 | conference-abstract

ProSmartHealth: Uma ferramenta de decisão

Instituto Politécnico de Bragança

2020 | dissertation-thesis

Identificação de tendências no atendimento médico

VI Encontro de Jovens Investigadores

2019 | conference-abstract

Intelligent system for occupational safety in retail sector

Fundação para a Ciência e Tecnologia

2022-05 to 2026-04 | 85549DFA

Init End Change Value
Group SEOR
Member Type Assistant Researcher
Category Assistant Researcher
Member Type Researcher
Internal Member Type
Academic Degree MSc
Category Other
Academic Degree PhD

Impact of Optimization in Predicting Work Accidents: Model Performance and Feature Selection

SN Computer Science

2025 | journal-article

Predicting the Probability of Occupational Accidents Occurrence in a Portuguese Retail Company

Accident & Analysis Prevention

2025 | journal-article

Predicting the risk of work accidents through meta-comparison of Machine Learning algorithms combined with Dimensional Reduction techniques

Engineering Applications of Artificial Intelligence

2025 | journal-article

Prediction Occupational Accidents in Retail Sector - Systematic Review

Safety Science

2025 | journal-article

iSafetyStaff: Real-time tool for evaluation the opinion and stress level of workers

SoftwareX

2025 | journal-article

Predicting Retail Store Transaction Patterns: a Comparison of ARIMA and Machine Learning Models

International Conference on Computational Science and Its Applications (OL2A)

2024 | conference-paper

Effect of Weather Conditions and Transactions Records on Work Accidents in the Retail Sector – A Case Study

2024 | book-chapter

Exploring Features to Classify Occupational Accidents in the Retail Sector

2024 | book-chapter

Predicting Retail Store Transaction Patterns: A Comparison of ARIMA and Machine Learning Models

2024 | book-chapter

Time series forecasting of retail transactions

Symposium of Applied Science for Young Researchers (SASYR)

2023 | conference-paper

Correlating Sales Amount with Employee Job Satisfaction in the Retail Sector

Symposium of Applied Science for Young Researchers (SASYR)

2023 | conference-paper

Data pruning approach in the retail sector

Symposium of Applied Science for Young Researchers (SASYR)

2023 | conference-paper

Clustering analysis – A case study

AIP Conference Proceedings

2023 | conference-paper

Effect of weather conditions and transactions records on work accidents in the retail sector -- a case study

Optimization, Learning Algorithms and Applications

2023 | book-chapter

Exploring Features to Classify Occupational Accidents in the Retail Sector

Optimization, Learning Algorithms and Applications

2023 | book-chapter

Impact of Organizational Factors on Accident Prediction in the Retail Sector

Computational Science and Its Applications – ICCSA 2023 Workshops

2023 | conference-paper

iSafety: Sistema inteligente para a segurança e bem-estar ocupacional no setor do retalho

VII Encontro de Jovens Investigadores STEAM

2022 | conference-abstract

External Climate Data Extraction Using the Forward Feature Selection Method in the Context of Occupational Safety

Computational Science and Its Applications – ICCSA 2022 Workshops

2022 | conference-paper

Integrated Feature Selection and Classification Algorithm in the Prediction of Work-Related Accidents in the Retail Sector: A Comparative Study

Communications in Computer and Information Science

2022 | conference-paper

Trends Identification in Medical Care

Proceedings of the 10th International Conference on Operations Research and Enterprise Systems

2021 | journal-article

Data Analysis of Workplace Accidents - A Case Study

Communications in Computer and Information Science

2021 | conference-paper

Occupational Behaviour Study in the Retail Sector

Communications in Computer and Information Science

2021 | conference-paper

Trends identification in medical care

ICORES 2021 - Proceedings of the 10th International Conference on Operations Research and Enterprise Systems

2021 | conference-paper

Trends Identification in Medical Care

VII WCDANM

2020 | conference-abstract

ProSmartHealth: Uma ferramenta de decisão

Instituto Politécnico de Bragança

2020 | dissertation-thesis

Identificação de tendências no atendimento médico

VI Encontro de Jovens Investigadores

2019 | conference-abstract

Intelligent system for occupational safety in retail sector

Fundação para a Ciência e Tecnologia

2022-05 to 2026-04 | 85549DFA

Start End Term Value
Group SEOR
Member Type Assistant Researcher
Category Assistant Researcher
Member Type Researcher
Internal Member Type
Academic Degree MSc
Category Other
Academic Degree PhD
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