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.ptOrcid
0000-0003-4995-4799Researcher ID
Ciência ID
DC10-817D-21B5Google Scholar
h-index
1Publications
11Editorial
0Citations
2Q1 / Q2
0About Me 
Inês Sena embarked on her academic journey with a Bachelor's degree in Biomedical Technology and a Master's degree in the specialized field of Instrumentation and Medical Signals, both earned at Instituto Politécnico de Bragança, Portugal. Since 2020, she has been an active researcher at the same institution, delving into various facets of her field. She is pursuing a doctoral degree in Industrial and Systems Engineering at the University of Minho. Her academic pursuits are centered around her fascination with data. Her primary research interests lie in data science and data mining. She excels at unraveling meaningful insights from complex datasets and is proficient in various data analysis techniques. Her expertise extends to predictive analysis, where she employs cutting-edge machine learning algorithms to unearth patterns and trends.
Publications (26)
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
Fundings (1)
Intelligent system for occupational safety in retail sector
Fundação para a Ciência e Tecnologia
2022-05 to 2026-04 | 85549DFA
History
| 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 |
