Personal identification

Full name

Carlos Cunha

Date of birth

1977/08/28

Gender

Male

Citation names

• Cunha, Carlos Augusto da Silva

Author identifiers

Ciência ID

D71F-FC65-1F07

ORCID iD

0000-0002-2754-5401

Email addresses

• cacunha@estv.ipv.pt (Professional)
• carlos.cunha@ubi.pt (Professional)

Addresses

• Escola Superior de Tecnologia de Viseu, Departamento de Engenharia Informática. Campus Politécnico de Repeses, 3504-510, Viseu, Viseu, Portugal (Professional)

Languages

Language	Speaking	Reading	Writing	Listening	Peer-review
English	Advanced (C1)	Advanced (C1)	Advanced (C1)	Advanced (C1)
Portuguese	Advanced (C1)	Advanced (C1)	Advanced (C1)	Advanced (C1)

	Degree	Classification
2008 - 2016 Concluded	Doctoral Program in Information Sciences and Technologies (Doutoramento) Universidade de Coimbra, Portugal "Self-healing Techniques for Video-Streaming Applications" (THESIS/DISSERTATION)	Aprovado com Distinção
2004 - 2006 Concluded	Master's Degree in Computer Science (Mestrado) Universidade do Minho, Portugal "Reusable Aspect-Oriented Implementations of Concurrency Patterns and Mechanisms" (THESIS/DISSERTATION)	Muito Bom
1998 - 2002 Concluded	Bachelor's Degree in Systems Engineering and Informatics (Licenciatura) Instituto Politécnico de Viseu, Portugal	15

Science

	Category Host institution	Employer
2007/10 - 2019	Researcher (Research)	Universidade de Coimbra, Portugal
2004/10 - 2006/09	Researcher (Research)	Universidade do Minho, Portugal

Teaching in Higher Education

	Category Host institution	Employer
2002/10 - Current	Adjunct Teacher (Polytechnic Teacher)	Instituto Politécnico de Viseu, Portugal

Positions / Appointments

	Category Host institution	Employer
2017/09 - Current	Director of the cTESP de Desenvolvimento de Aplicações para a Web e Dispositivos Móveis	Instituto Politécnico de Viseu, Portugal
2010/09 - 2014/09	Director of the Licenciatura em Engenharia Informática	Instituto Politécnico de Viseu, Portugal

Grant

	Designation	Funders
2008/01 - 2011/12	SELF-HEALING TECHNIQUES FOR SOA APPLICATIONS Provided by PTCRIS: SFRH/BD/35784/2007	Fundação para a Ciência e a Tecnologia

Contract

	Designation	Funders
2023/06/06 - 2025/05/31	Modelos de Inteligência Artificial para Deteção de Stress Crónico e Padrões de Movimento em Ambientes de Atividades da Vida Diária PIDI/CISED/2022/11 Researcher Instituto Politécnico de Viseu Centro de Investigação em Serviços Digitais, Portugal	Ongoing
2022/12/01 - 2024/11/30	Autonomous Food Plan Adaption PIDI/CISeD/2022/009 Principal investigator Instituto Politécnico de Viseu Centro de Investigação em Serviços Digitais, Portugal	Ongoing
2022/11/01 - 2024/10/31	Machine Learning Models for Detecting Patterns in Food Preferences PIDI/CISeD/2022/007 Researcher Instituto Politécnico de Viseu Centro de Investigação em Serviços Digitais, Portugal	Ongoing
2020/01/01 - 2022/09/30	Intelligent System for Food plan Control in Alzheimer's Disease and other Dementias PROJ/IPV/ID&I/002 Principal investigator Instituto Politécnico de Viseu, Portugal	Ongoing
2020/01/01 - 2022/09/30	Intelligent System for Food plan Control in Athletes PROJ/IPV/ID&I/007 Principal investigator Instituto Politécnico de Viseu, Portugal	Ongoing
2011/01/01 - 2013/12/31	Strategic Project - UI 326 - 2011-2012 PEst-C/EEI/UI0326/2011 Universidade de Coimbra, Portugal Universidade de Coimbra Centro de Informatica e Sistemas, Portugal	Fundação para a Ciência e a Tecnologia Concluded
2007/07/01 - 2010/06/30	AspectGrid: Pluggable Grid Aspects for Scientific Applications GRID/GRI/81880/2006 Researcher	Fundação para a Ciência e a Tecnologia Concluded

Other

	Designation	Funders
2004 - Current	PPC-VM: Parallel Computing Based on Virtual Machines POSI/CHS/47158/2002 Master Student Fellow Universidade do Minho, Portugal	Concluded
2022/05 - 2024/04	Agriculture 4.0: Current reality, potentialities and policy proposals PI&DI/CERNAS-IPV/2022/008 Researcher Centro de Estudos de Recursos Naturais Ambiente e Sociedade - Pólo de Viseu, Portugal	ENOVO Concluded

Publications

Book	Sobral, J.L.; Cunha, C.A.; Monteiro, M.P.. Aspect oriented pluggable support for parallel computing. 2007.
Book chapter	Carlos A. S. Cunha; Tiago R. Cardoso; Rui P. Duarte. "Meal Suggestions for Caregivers and Indecisive Individuals Without a Set Food Plan". 2024. 10.1007/978-3-031-52524-7_13 Figueiredo, Diana M.; Duarte, Rui P.; Cunha, Carlos A.. "Predictive Model for Estimating Body Weight Based on Artificial Intelligence: An Integrated Approach to Pre-processing and Evaluation". In New Trends in Disruptive Technologies, Tech Ethics, and Artificial Intelligence, 28-39. Springer Nature Switzerland, 2024. Published • 10.1007/978-3-031-66635-3_3 Carlos Cunha; Rui Duarte; David Mota. "Behavioral Anomaly Detection of Older People Living Independently". 2023. 10.1007/978-3-031-34776-4_30 Rui P. Duarte; Cunha, Carlos Augusto da Silva; Cardoso, José. "Automatic User Testing and Emotion Detection in Interactive Urban Devices". In Computational Science and Its Applications – ICCSA 2023, 3-18. Springer Nature Switzerland, 2023. 10.1007/978-3-031-36808-0_1 Cunha, Daniel; Duarte, Rui P.; Cunha, Carlos A.. "KLM-GOMS Detection of Interaction Patterns Through the Execution of Unplanned Tasks". In Computational Science and Its Applications – ICCSA 2021, 203-219. Springer International Publishing, 2021. Published • 10.1007/978-3-030-86960-1_15 Cunha, Carlos Augusto da Silva. "Sistema Inteligente de Controlo de Planos Alimentares para Doentes de Alzheimer e Outras Demências". In Contributos da 4 Edição do Seminário Internacional de Alzheimer e Outras Demências, 57-66. Portugal: Escola Superior de Educação do Instituto Politécnico de Viseu, 2021. Published
Conference abstract	Vítor João Pereira Domingues Martinho; António José Dinis Ferreira; Cunha, Carlos; Pereira, José Luís da Silva; María del Carmen Sánchez Carreira; Castanheira, Nádia Luísa; Tiago Cunha Brito Ramos. "Models And Predictors Of Soil Characteristics In Portuguese Territories: Infosolo Database". Paper presented in 31st APDR Congress - Regional Innovation Ecosystems and Sustainable Development, Leiria, 2024. Published
Conference paper	Cunha, Carlos. "Optimizing Intercropping with Deep Learning: A Data-Driven Approach to Sustainable Agriculture". Paper presented in International Online Conference - Agriculture 4.0: Current reality, potentialities and policy proposals, 2023. Published • https://doi.org/10.34633/978-972-8765-31-6 Figueiredo, Maria; Matias, Rogério; Bastos, Nuno; Duarte, Rui Pedro; Ferreira, Bruno; Cunha, Carlos Augusto da Silva. "Professional Development for Higher Education Teaching Staff: An Experience of Peer Learning in a Portuguese Polytechnic". Paper presented in 15th International Technology, Education and Development Conference, 2021. Published • 10.21125/inted.2021.1270 Pedro Martins; Filipe Sa; Francisco Morgado; Carlos Cunha. "Using machine learning for cognitive Robotic Process Automation (RPA)". 2020. 10.23919/cisti49556.2020.9140440 Costa, João; Duarte, Rui P.; Cunha, Carlos; Menoita, João. "Knowledge retention through observation of instant messaging systems". 2019. 10.1145/3368640.3368656 Borges, V. and Duarte, Rui P. and Cunha, Carlos A. and Mota, D.. "Are you lost? Using Facial Recognition to Detect Customer Emotions in Retail Stores". Paper presented in International Conference on Advances in Human-Oriented and Personalized Mechanisms, Technologies, and Services (CENTRIC'2019), Valencia, 2019. Cunha, Carlos Augusto da Silva. "What about using a project management Agile methodology supported by online platforms in the classroom?". Paper presented in 3rd International Conference of the Portuguese Society for Engineering Education, Aveiro, 2018. Published Cunha, Carlos Augusto da Silva; Silva, Luis M. e. "Reboot-based Recovery of Performance Anomalies in Adaptive Bitrate Video-Streaming Services". Paper presented in The 21th IEEE Pacific Rim International Symposium on Dependable Computing, Zhangjiajie, 2015. Published Cunha, Carlos Augusto da Silva; Silva, Luis M. e. "Prediction and Classification of Performance Failures in Video-streaming Servers". Paper presented in The 19th IEEE Pacific Rim International Symposium on Dependable Computing, Vancouver, 2013. Published Cunha, Carlos Augusto da Silva; Silva, Luis M. e. "SHStream: Self-Healing Framework for HTTP Video-Streaming". Paper presented in 2013 13th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid), Delft, 2013. Published • 10.1109/CCGrid.2013.87 Cunha, C.A.; Moura E Silva, L.. "Prediction of performance failures in video-streaming servers". 2013. 10.1109/PRDC.2013.50 Cunha, Carlos Augusto da Silva; Silva, Luis M. e. "Separating Performance Anomalies from Workload-Explained Failures in Streaming Servers". Paper presented in 2012 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid), Ottawa, Canada, 2012. Published • 10.1109/CCGrid.2012.58 Cunha, Carlos Augusto da Silva; Silva, Luis M. e. "Failure Prediction in Video-Streaming Servers through Performance Analysis of Server and Client-Server Interactions". Paper presented in Parallel and Distributed Computing and Networks / Software Engineering, Innsbruck, Austria, 2011. Published • 10.2316/P.2011.719-065 Cunha, Carlos Augusto da Silva; Silva, Luis M. e. "Application of a Self-Healing Video-Streaming Architecture to RTSP Servers". Paper presented in 2011 IEEE 10th International Symposium on Network Computing and Applications (NCA), Cambridge, MA, USA, 2011. Published • 10.1109/NCA.2011.44 C. A. Cunha; J. L. Sobral. "An Annotation-Based Framework for Parallel Computing". 2007. 10.1109/pdp.2007.20 Cunha, Carlos Augusto da Silva; João Luis Sobral. "An Annotation-Based Framework for Parallel Computing". Paper presented in 15th EUROMICRO International Conference on Parallel, Distributed and Network-Based Processing (PDP'07), Napoli, Italy, 2007. Published • 10.1109/PDP.2007.20 Cunha, Carlos A.; Sobral, João L.; Monteiro, Miguel P.. "Reusable aspect-oriented implementations of concurrency patterns and mechanisms". Paper presented in The 5th international conference on Aspect-oriented software development, Bonn, Germany, 2006. Published • 10.1145/1119655.1119674 João Luis Sobral; Monteiro, Miguel P.. "Aspect-Oriented Component Support for Parallel Computing". Paper presented in ACP4IS Workshop of International Conference on Aspect-Oriented Software Development, Bonn, 2006. Published Cunha, Carlos Augusto da Silva. "An Aspect-Oriented Collection for Parallel Computing". Paper presented in International Conference on High performance computing for computational science (VECPAR’06), Rio de Janeiro, 2006. Published João Luis Sobral. "Separating sequential code and concurrency/parallel code with Aspect Oriented Programming". Paper presented in Parallel/High-performance object-oriented scientific computing (POOSC’05) Workshop, Glasgow, Scotland, 2005. Published
Journal article	Martinho, Vítor João Pereira Domingues; Ferreira, António José Dinis; Cunha, Carlos; Pereira, José Luís da Silva; Sánchez-Carreira, María del Carmen; Castanheira, Nádia Luísa; Ramos, Tiago Brito. "Soil legislation and policies: Bibliometric analysis, systematic review and quantitative approaches with an emphasis on the specific cases of the European Union and Portugal". Heliyon 10 14 (2024): e34307. http://dx.doi.org/10.1016/j.heliyon.2024.e34307. Open access • Published • 10.1016/j.heliyon.2024.e34307 Duarte, Rui P.,Cunha, Carlos A.; Cardoso, José C.. "Automatic Camera Calibration Using a Single Image to Extract Intrinsic and Extrinsic Parameters". International Journal of Intelligent Systems and Applications in Engineering 12 3 (2024): 1766-1778. https://ijisae.org/index.php/IJISAE/article/view/5586. Cunha, Carlos; Rebelo, João; Duarte, Rui. "Unveiling Neural Networks for Personalized Diet Recommendations". Procedia Computer Science 241 (2024): 606-611. http://dx.doi.org/10.1016/j.procs.2024.08.088. Published • 10.1016/j.procs.2024.08.088 Capris, Ticiana; Coelho, Paulo Jorge; Pires, Ivan Miguel; Cunha, Carlos. "Leveraging Mobile Device-Collected Up-Down Hop Test Data for Comprehensive Functional Mobility Assessment". Procedia Computer Science 241 (2024): 594-599. http://dx.doi.org/10.1016/j.procs.2024.08.086. Published • 10.1016/j.procs.2024.08.086 Gonçalo Augusto; Rui Duarte; Carlos Cunha. "Enhancing quality of life: Human-centered design of mobile and smartwatch applications for assisted ambient living". Journal of Autonomous Intelligence (2023): http://dx.doi.org/10.32629/jai.v7i1.762. 10.32629/jai.v7i1.762 Rui Duarte; Carlos Cunha; Valter Alves. "Mobile Application for Real-Time Food Plan Management for Alzheimer Patients through Design-Based Research". Future Internet (2023): https://www.mdpi.com/1999-5903/15/5/168. 10.3390/fi15050168 Carlos Cunha; Nuno Pombo. "Automated Reusable Tests for Mitigating Secure Pattern Interpretation Errors". IEEE Access (2023): 1-1. http://dx.doi.org/10.1109/access.2023.3279823. 10.1109/access.2023.3279823 Cunha, Carlos; Oliveira, Rafael; Duarte, Rui. "Agile-based Requirements Engineering for Machine Learning: A Case Study on Personalized Nutrition". International Journal of Intelligent Systems and Applications in Engineering 12 2 (2023): 319–327-319–327. https://www.ijisae.org/index.php/IJISAE/article/view/4255. Carlos Cunha; Pedro Duarte; Rafael Oliveira. "Nutrition Control System Based on Short-term Personal Demands". Procedia Computer Science (2023): http://dx.doi.org/10.1016/j.procs.2023.09.082. 10.1016/j.procs.2023.09.082 Vítor Martinho; Carlos Cunha; Maria Lúcia Pato; Paulo Jorge Lourenço Costa; María del Carmen Sánchez Carreira; Nikolaos Georgantzis; RAIMUNDO RODRIGUES; Freddy Coronado. "Machine Learning and Food Security: Insights for Agricultural Spatial Planning in the Context of Agriculture 4.0". Applied Sciences (2022): https://www.mdpi.com/2076-3417/12/22/11828. 10.3390/app122211828 Paulo Alexandre Neves; João Simões; Ricardo Costa; Luís Pimenta; Norberto Jorge Gonçalves; Carlos Albuquerque; Carlos Cunha; et al. "Thought on Food: A Systematic Review of Current Approaches and Challenges for Food Intake Detection". Sensors 22 17 (2022): 6443-6443. http://dx.doi.org/10.3390/s22176443. 10.3390/s22176443 "Multi-Device Nutrition Control". Sensors 22 7 (2022): 2617-2617. http://dx.doi.org/10.3390/s22072617. 10.3390/s22072617 Cunha, Carlos. "Building Autonomic Elements from Video-Streaming Servers". Springer's Journal of Network and Systems Management (2019): http://dx.doi.org/10.1007/s10922-019-09503-1. 10.1007/s10922-019-09503-1 Cunha, Carlos A.S.; Silva, Luis A.M.. "Reboot-based recovery of performance anomalies in adaptive bitrate video-streaming services". International Journal of High Performance Computing and Networking 10 4/5 (2017): 403-403. Published • 10.1504/IJHPCN.2017.086544
Newspaper article	Duarte, Rui Pedro; Cunha, Carlos; Borges, Valter; Ferreira, André; Mota, David. "Visual Customer Interaction through Emotion Detection and Face Landmarks", International Journal on Advances in Systems and Measurements, 2020

Other distinction

2002	Prémio Melhores Alunos CGD 2002 (Best Students Award CGD 2002) Caixa Geral de Depositos, Portugal
2002	Bolsa de Mérito (Merit Scholarship) Instituto Politécnico de Viseu, Portugal
2001	Bolsa de Mérito (Merit Scholarship) Instituto Politécnico de Viseu, Portugal