INÊS PRUDÊNCIO SENA (DC10-817D-21B5)

Curriculum Vitae

INÊS PRUDÊNCIO SENA

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.

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Identification

Personal identification

Full name: INÊS PRUDÊNCIO SENA

Citation names

Sena, Inês

Author identifiers

Ciência ID: DC10-817D-21B5
ORCID iD: 0000-0003-4995-4799

Email addresses

ines.sena@ipb.pt (Professional)
issena57@gmail.com (Personal)

Websites

https://www.linkedin.com/in/in%C3%AAs-sena-4431361b6/ (Professional)
https://cedri.ipb.pt/people/research-fellowships/ines-sena (Scholar)
https://orcid.org/0000-0003-4995-4799 (Professional)

Knowledge fields

Engineering and Technology - Other Engineering and Technologies

Languages

Language	Speaking	Reading	Writing	Listening	Peer-review
Portuguese (Mother tongue)
English	Intermediate (B1)	Intermediate (B1)	Intermediate (B1)	Intermediate (B1)	Intermediate (B1)
German	Beginner (A1)	Beginner (A1)	Beginner (A1)	Beginner (A1)	Beginner (A1)

Education

	Degree	Classification
2021 - 2024 Ongoing	Doctoral Program in Industrial and Systems Engineering (Doutoramento) Universidade do Minho, Portugal
2018/09/17 - 2020/09/26 Concluded	Biomedical Technology (Mestrado) Major in Instrumentação e Sinais Médicos Instituto Politécnico de Bragança, Portugal "ProSmartHealth: Uma ferramenta de decisão" (THESIS/DISSERTATION)	17
2015/09/14 - 2018/10/08 Concluded	Biomedical Technology (Licenciatura) Instituto Politécnico de Bragança, Portugal "Projeto: Estudo biomecânico de modelos numéricos de aneurismas cerebrais com diferentes espessuras de parede " (THESIS/DISSERTATION)	12

Affiliation

Teaching in Higher Education

	Category Host institution	Employer
2023/09/18 - Current	Invited Adjunct Teacher (Polytechnic Teacher)	Instituto Politécnico de Bragança Escola Superior de Tecnologia e Gestão, Portugal
	Instituto Politécnico de Bragança Escola Superior de Tecnologia e Gestão, Portugal

Others

	Category Host institution	Employer
2022/05 - Current	Researcher and PhD Fellow	Fundação para a Ciência e a Tecnologia, Portugal
	Instituto Politécnico de Bragança Centro de Investigação em Digitalização e Robótica Inteligente, Portugal (...)
2020/10 - Current	Research Collaborator & PhD Candidate	Instituto Politécnico de Bragança, Portugal
	Instituto Politécnico de Bragança Centro de Investigação em Digitalização e Robótica Inteligente, Portugal

Projects

Contract

	Designation	Funders
2021/06/30 - 2023	iSafety: Intelligent system for occupational safety and well-being in the retail sector NORTE-13-SI-2020-072598 Researcher Instituto Politécnico de Bragança Centro de Investigação em Digitalização e Robótica Inteligente, Portugal
2021/01/01 - 2021/06/30	Provision of Services, between Hypermarket Model Continent, SA and Polytechnic Institute of Bragança SONAE MC Researcher Instituto Politécnico de Bragança Centro de Investigação em Digitalização e Robótica Inteligente, Portugal	Ongoing
2020/10/01 - 2020/12/30	MathE Erasmus Plus Researcher Instituto Politécnico de Bragança Centro de Investigação em Digitalização e Robótica Inteligente, Portugal

Other

	Designation	Funders
2022/12/01 - Current	NORTE-01-0247-FEDER-072598 - iSafety: Sistema inteligente para a Segurança e bem estar ocupacional no setor do retalho 04 Instituto Politécnico de Bragança, Portugal	Ongoing

Outputs

Publications

Book chapter	Sena, Inês; Mendes, João; Fernandes, Florbela P.; Pacheco, Maria F.; Vaz, Clara B.; Lima, José; Braga, Ana Cristina; Novais, Paulo; Pereira, Ana I.. "Impact of Organizational Factors on Accident Prediction in the Retail Sector". In Computational Science and Its Applications – ICCSA 2023 Workshops, 35-52. Springer Nature Switzerland, 2023. 10.1007/978-3-031-37108-0_3 Sena, Inês. Corresponding author: Sena, Inês. "Exploring Features to Classify Occupational Accidents in the Retail Sector". In Optimization, Learning Algorithms and Applications. Portugal: Springer, 2023. Accepted Sena, Inês. "Effect of weather conditions and transactions records on work accidents in the retail sector -- a case study". In Optimization, Learning Algorithms and Applications. Portugal: Springer, 2023. Accepted Sena, Inês. "External Climate Data Extraction Using the Forward Feature Selection Method in the Context of Occupational Safety". In Computational Science and Its Applications – ICCSA 2022 Workshops, 3-14. Springer, 2022. Published • 10.1007/978-3-031-10562-3_1 Sena, Inês. "Integrated Feature Selection and Classification Algorithm in the Prediction of Work-Related Accidents in the Retail Sector: A Comparative Study". In Optimization, Learning Algorithms and Applications, 187-201. Portugal: Springer, 2022. Published • 10.1007/978-3-031-23236-7_14 Sena, Inês; Fernandes, Florbela P. ; Pacheco, Maria F. ; Pires, Abel A. C.; Maia, Jaime P.; Pereira, Ana I.. Corresponding author: Sena, Inês. "Occupational Behaviour Study in the Retail Sector". In Optimization, Learning Algorithms and Applications, 617-629. Bragança, Portugal: Springer, 2021. Published • 10.1007/978-3-030-91885-9_45 Sena, Inês; Braun, João; Pereira, Ana I.. Corresponding author: Sena, Inês. "Data Analysis of Workplace Accidents - A Case Study". In Optimization, Learning Algorithms and Applications, 571-586. Bragança, Portugal: Springer, 2021. Published • 10.1007/978-3-030-91885-9_42
Conference abstract	Sena, Inês. Corresponding author: Sena, Inês. "iSafety: Sistema inteligente para a segurança e bem-estar ocupacional no setor do retalho". Paper presented in VII Encontro de Jovens Investigadores STEAM, Bragança, 2022. Published Sena, Inês; Pereira, Ana I.. "Trends Identification in Medical Care". Paper presented in VII WCDANM, Tomar, 2020. Submitted Sena, Inês; Pereira, Ana I.. "Identificação de tendências no atendimento médico". Paper presented in VI Encontro de Jovens Investigadores, Bragança, 2019. Accepted
Conference paper	Sena, Inês. "Time series forecasting of retail transactions". Paper presented in Symposium of Applied Science for Young Researchers (SASYR), Barcelos, 2023. In press Sena, Inês. "Correlating Sales Amount with Employee Job Satisfaction in the Retail Sector". Paper presented in Symposium of Applied Science for Young Researchers (SASYR), Barcelos, 2023. In press Sena, Inês. "Data pruning approach in the retail sector". Paper presented in Symposium of Applied Science for Young Researchers (SASYR), Barcelos, 2023. In press Sena, Inês; Pereira, Ana I.; Fernandes, Florbela P.; Vaz, Clara; Pacheco, Maria F.; Mendes, João; Pires, Abel A. C. ; Maia, Jaime P. . Corresponding author: Sena, Inês. "Clustering Analysis - a Case Study". Paper presented in 19th International Conference of Numerical Analysis and Applied Mathematics, Rhodes, 2021. Published • 10.1063/5.0162221 Sena, I.; Pereira, A.I.. "Trends identification in medical care". 2021.
Journal article	Sena, Inês; Pereira, Ana I.. "Trends Identification in Medical Care". Proceedings of the 10th International Conference on Operations Research and Enterprise Systems (2021): 295-302. Published • 10.5220/0010384502950302
Thesis / Dissertation	Sena, Inês. "ProSmartHealth: Uma ferramenta de decisão". Master, Instituto Politécnico de Bragança, 2020. http://hdl.handle.net/10198/23231.

Activities

Oral presentation

	Presentation title	Event name Host (Event location)
2023/07/04	Impact of Organizational Factors on Accident Prediction in the Retail Sector	International Conference on Computational Science and Its Applications - ICCSA 2023 University of Athens (Athens, Greece)
2023/06/30	Intelligent System for security in the retail sector	PUBHDBragança 19 edição Centro de Ciência Viva Bragança (Bragança, Portugal)
2022/11/24	iSafety: Intelligent system for occupational safety and well-being in the retail sector	VII Encontro de Jovens Investigadores STEAM Instituto Politécnico de Bragança (Bragança, Portugal)
2022/10	Integrated feature selection and classification algorithm in the prediction of work-related accidents in the retail sector: A comparative study	OL2A: International Conference on Optimization, Learning Algorithms and Applications 2022 Instituto Politécnico de Brangança (Povoa de Varzim, Portugal)
2022/06/22	Dynamic Extraction of Holiday Data for Use in a Predictive Model for Workplace Accidents	Symposium of Applied Science for Young Researchers (SASYR) Instituto Politécnico de Viana do Castelo (Viana do Castelo, Portugal)
2021/09/24	Clustering Analysis - a Case Study	19th International Conference of Numerical Analysis and Applied Mathematics (Greece)
2021/07/21	Data Analysis of Workplace Accidents - A Case Study	OL2A: International Conference on Optimization, Learning Algorithms and Applications 2021 Research Centre in Digitalization and Intelligent Robotics (Bragança, Portugal)
2021/07/21	Occupational Behaviour Study in the Retail Sector	OL2A: International Conference on Optimization, Learning Algorithms and Applications 2021 Research Centre in Digitalization and Intelligent Robotics (Bragança, Portugal)
2021/02/06	Trends Identification in Medical Care	International Conference on Operations Research and Enterprise Systems (ICORES)
2020/09/11	Trends Identification in Medical Care	VII WCDANM Instituto Politécnico de Tomar (Tomar, Portugal)
2019/12/05	Identificação de tendências no atendimento médico	VI Encontro de Jovens Investigadores Instituto Politécnico de Bragança (Bragança, Portugal)

Supervision

	Thesis Title Role	Degree Subject (Type) Institution / Organization
2022/02 - 2022/06	Data analysis to predict injuries and/or accidents in the workplace Co-supervisor	Tecnologia Biomédica (Degree) Instituto Politécnico de Bragança, Portugal

Event organisation

	Event name Type of event (Role)	Institution / Organization
2022/10/24 - 2022/10/25	International Conference on Optimization, Learning Algorithms and Applications 2022 (OL2A) (2022/10/24 - 2022/10/25) Conference (Member of the Organising Committee)	Instituto Politécnico de Bragança Centro de Investigação em Digitalização e Robótica Inteligente, Portugal
2021/01 - 2021/07	"International conference on Optimization, learning algorithms and applications" (OL2A) (2021/07/19 - 2021/07/21) Conference (Member of the Organising Committee)	Instituto Politécnico de Bragança, Portugal

Event participation

	Activity description Type of event	Event name Institution / Organization
2023/04/26 - 2023/04/30	I was volunteering at the 2023 National Robotics Festival, with the main activity in the Junior Search and Rescue - Linha. Festival	Festival Nacional de Robótica 2023 Instituto Politécnico de Tomar, Portugal
2022/07/18 - 2022/07/22	I was present as a monitor at the Summer with Science Program 2022, holding a workshop on data science where I demonstrated some of my work, presenting the work tools and teaching them their basic notions.	Programa Verão com Ciência 2022 Instituto Politécnico de Bragança Centro de Investigação em Digitalização e Robótica Inteligente, Portugal
2021/07/19 - 2021/07/23	I was present as a monitor at the Ciência Viva Internship Program "MathE - Study Support System".	Programa Ciência Viva Internship "MathE - Sistema de Apoio ao Estudo" Instituto Politécnico de Bragança Centro de Investigação em Digitalização e Robótica Inteligente, Portugal

Course / Discipline taught

	Academic session	Degree Subject (Type)	Institution / Organization
2023/06/09 - 2023/06/15	6th Advanced Course on Data Science & Machine - The lectures will be delivered by world renowned experts in the field, from both academia and industry, and will cover both theoretical and practical aspects of AI, Machine/Deep Learning and Data Science.	6th Advanced Course on Data Science & Machine Learning	Università degli Studi di Catania, Italy
2022/03 - 2022/07	Challenge-based Innovation Curricular Unit - Study of Acquisition of holiday and recurrent event data for implementation in a model for accident prediction.	Estagio de Iniciação Cientifica (Licenciatura)	Instituto Politécnico de Bragança Escola Superior de Tecnologia e Gestão, Portugal
2021/03 - 2021/09	Challenge-based Innovation Curricular Unit - Study of Minimizing the risk of accidents.	Estagio de Iniciação Cientifica (Licenciatura)	Instituto Politécnico de Bragança Centro de Investigação em Digitalização e Robótica Inteligente, Portugal
2020/10 - 2021/02	Challenge-based Innovation Curricular Unit - Study of Development of a Didactic Bench for demonstration of the SAFe project.	Estagio de Iniciação Cientifica (Licenciatura)	Instituto Politécnico de Bragança Centro de Investigação em Digitalização e Robótica Inteligente, Portugal

Scientific expedition

	Activity description	Institution / Organization
2023/09/27 - 2023/09/29	Organized the Special Session entitled "CVLA - Computer Vision Based on Learning Algorithms" at OL2A 23 Conference.	Instituto Politécnico de Bragança Centro de Investigação em Digitalização e Robótica Inteligente, Portugal

Distinctions

Award

2023	Best Research Work Award - Symposium of Applied Science for Young Researchers 2023 (SASYR) Instituto Politécnico de Viana do Castelo, Portugal Instituto Politécnico de Bragança Centro de Investigação em Digitalização e Robótica Inteligente, Portugal Instituto Politécnico do Cávado e do Ave Laboratório de Inteligência Artificial Aplicada, Portugal
2023	Best paper award - International Conference on Optimization, Learning Algorithms and Applications 2023 Instituto Politécnico de Bragança Centro de Investigação em Digitalização e Robótica Inteligente, Portugal
2022	Melhor Comunicação Inovação - 10% Escolhes Tu Instituto Politécnico de Bragança, Portugal
2021	Best student in Master of Biomedical Technology (2019/2020) Instituto Politécnico de Bragança Escola Superior de Tecnologia e Gestão, Portugal