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Dr. Daniel G. Costa is an Assistant Professor at the Department of Electrical and Computer Engineering (DEEC), Faculty of Engineering (FEUP), University of Porto (Portugal). He completed his undergraduate and master degrees in Computer Engineering in 2005/2006 and received his Ph.D. degree in Computer and Electrical Engineering in 2013 from the Federal University of Rio Grande do Norte (Natal, Brazil) in collaboration with the University of Porto. From 2007 to 2022, he served as an assistant/associate professor at the State University of Feira de Santana (Brazil). Dr. Costa is an IEEE Senior Member and has authored or co-authored over 100 scientific papers published in prestigious international journals and conferences. His research interests cover a wide range of cutting-edge areas, including Smart Cities, Internet of Things, Sensor Networks, Embedded Systems, and Multimedia Sensing.
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Identification

Personal identification

Full name
Daniel Costa

Citation names

  • Costa, Daniel
  • Costa, Daniel G.

Author identifiers

Ciência ID
F515-CE18-9942
ORCID iD
0000-0003-3988-8476
AuthenticusID
R-000-ZND
Google Scholar ID
FHzzjfYAAAAJ&hl
LattesiD
0200709054904002
Researcher Id
I-4928-2013
Scopus Author Id
35519411300

Email addresses

  • danielgcosta@fe.up.pt (Professional)

Telephones

Mobile phone
  • 912141336 (Personal)

Addresses

  • FEUP - Faculdade de Engenharia da Universidade do Porto, R. Dr. Roberto Frias, s/n, 4200-465, Porto, Porto, Portugal (Professional)

Websites

Knowledge fields

  • Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics
  • Exact Sciences - Computer and Information Sciences

Languages

Language Speaking Reading Writing Listening Peer-review
English Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
Spanish; Castilian Intermediate (B1) Intermediate (B1) Intermediate (B1) Intermediate (B1) Intermediate (B1)
Education
Degree Classification
2010/02/01 - 2013/04/29
Concluded
 Engenharia Elétrica e Computação (Doctor)
Universidade Federal do Rio Grande do Norte, Brazil
"Otimizações da Transmissão de Imagens em Redes de Sensores Visuais sem Fio Explorando a Relevância de Monitoramento dos Nós Fontes e Codificação DWT" (THESIS/DISSERTATION)
2005/07/01 - 2006/06/30
Concluded
 Engenharia Elétrica (Master)
Universidade Federal do Rio Grande do Norte, Brazil
"Uma Arquitetura Baseada em SCTP e SIP para Suporte a Aplicações VoIP Móveis e a Especificação Formal do seu Módulo de Controle,Ano de Obtenção" (THESIS/DISSERTATION)
2001/02/01 - 2005/06/15
Concluded
 Engenharia de Computação (Bachelor)
Universidade Federal do Rio Grande do Norte, Brazil
"Uma aplicação de áudio como ferramenta de suporte ao ensino do padrão ITU H.323" (THESIS/DISSERTATION)
Affiliation

Teaching in Higher Education

Category
Host institution 		Employer
2022/04/13 - Current Assistant Professor (University Teacher) Universidade do Porto, Portugal
Universidade do Porto Faculdade de Engenharia, Portugal
2014/01/01 - 2021/12/31 Associate Professor (University Teacher) Universidade Estadual de Feira de Santana, Brazil
2007/04/02 - 2013/12/31 Assistant Professor (University Teacher) Universidade Estadual de Feira de Santana, Brazil
Projects

Grant

Designation Funders
2019/08 - 2020/07 Positioning of Emergency Vehicles Through Localization and Classification of Critical Events in Smart Cities
204691/2018-4
 Conselho Nacional de Desenvolvimento Científico e Tecnológico

Contract

Designation Funders
2022/07/01 - Current SmartWagons: Desenvolvimento de capacidade produtiva em Portugal de vagões inteligentes para mercadorias
PRR - C644940527-00000048
Researcher
Agência para a Competitividade e Inovação IP
Ongoing
2023/01 - 2025/12 Conecta.ai: projeto e desenvolvimento integrado de Veículos como Plataforma na instrumentação de cidades inteligentes e sustentáveis
405531/2022-2
 Conselho Nacional de Desenvolvimento Científico e Tecnológico
2022/01/01 - 2023/12/31 Criação de cidades mais seguras e resilientes através da detecção e gestão de emergências urbanas com base em redes de sensores otimizadas
EXPL/EEI-COM/1089/2021
Universidade do Porto Faculdade de Engenharia, Portugal

Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2019/03 - 2022/02 Dynamic Reconfiguration of Multi-sensor Devices in Monitoring Applications
303527/2018-8
 Conselho Nacional de Desenvolvimento Científico e Tecnológico
2019/02 - 2022/01 BikeSensor: Monitoring Environmental Conditions in Bike Paths
407903/2018-6
 Conselho Nacional de Desenvolvimento Científico e Tecnológico
2015/02 - 2018/01 Computer Simulation Models of Wireless Visual Sensor Networks
441459/2014-5
 Conselho Nacional de Desenvolvimento Científico e Tecnológico
2014/01 - 2017/12 Prioritized Deployment and Management of Wireless Visual Sensor Networks
INT0002/2014
 Fundação de Amparo à Pesquisa do Estado da Bahia
Outputs

Publications

Book chapter
  1. Costa, Daniel G.. "Desenvolvendo Sensores de Vídeo para a Internet das Coisas com o Raspberry Pi". 117-152. Brazil: Sociedade Brasileira de Computacao, 2018.
    10.5753/sbc.455.7.04
  2. Costa, D.G.; Guedes, L.A.; Vasques, F.; Portugal, P.. "Multimedia transmission in wireless sensor networks". 2015.
    10.4018/978-1-4666-8850-6.ch007
Conference paper
  1. João Paulo Just Peixoto; Daniel G. Costa; Washington de J. S. da Franca Rocha. "Analisando Centros de Resposta à Emergências em Capitais Brasileiras Utilizando uma Abordagem Baseada em Dados Geoespaciais Colaborativos". 2024.
    10.5753/sbsc.2024.237942
  2. Gabriel S. Barreto; Thiago C. Jesus; Gustavo A. A. Coelho; Gustavo F. Silva; Daniel G. Costa. "Plataforma de Crowdsourcing Internet of Things (Crowd-IoT) para detecção de emergências urbanas". 2024.
    10.5753/sbsc_estendido.2024.238538
  3. Gustavo A. A. Coelho; Thiago C. Jesus; Daniel G. Costa. "Urban emergency detection system using hierarchical, collaborative and configurable wireless sensor networks". 2023.
    10.1109/sbesc60926.2023.10324250
  4. Morsinaldo Medeiros; Mariana Azevedo; Miguel Amaral; Carlos M. D. Viegas; Marianne Silva; Ivanovitch Silva; Daniel G. Costa. "A Framework for Efficient Communication in IoT Applications in the Automotive Industry with OBD-II Edge". 2023.
    10.1109/siot60039.2023.10389839
  5. Matheus Andrade; Esther Wanderley; Mariana Azevedo; Thaís Medeiros; Marianne Silva; Ivanovitch Silva; Daniel G. Costa. "A Voice-Assisted Approach for Vehicular Data Querying from Automotive IoT-Based Databases". 2023.
    10.1109/siot60039.2023.10389856
  6. João Carlos N. Bittencourt; Daniel G. Costa; Paulo Portugal; Francisco Vasques. "Dynamic Sensor Configuration for Multi-target Emergency Detection in Smart Cities". 2023.
    10.1109/isc257844.2023.10293735
  7. Gustavo Falcão P. Da Silva; Daniel G. Costa; Thiago C. De Jesus. "A Secure OTA Approach For Flexible Operation of Emergency Detection Units in Smart Cities". 2023.
    10.1109/isc257844.2023.10293637
  8. Thiago C. Jesus; Daniel G. Costa; Paulo Portugal; Francisco Vasques; Wagner A. Ferreira. "Dependability and Quality-Aware Connectivity in Smart Cities Applications". 2023.
    10.1109/isc257844.2023.10293631
  9. João Paulo J. Peixoto; Daniel G. Costa; Washington de J. S. da Franca Rocha; Paulo Portugal; Francisco Vasques. "Enhancing the Computation of Risk Zones Based on Emergency-Related Infrastructure in Smart Cities". 2023.
    10.1109/isc257844.2023.10293416
  10. Gonçalo M. d. Santos; Daniel G. Costa. "AUTOSAR in the Smart Cities Era: Current Developments and Research Trends". 2023.
    10.1109/metroautomotive57488.2023.10219095
  11. Thommas Flores; Marianne Silva; Mariana Azevedo; Thais Medeiros; Morsinaldo Medeiros; Ivanovitch Silva; Max Mauro Dias Santos; Daniel G. Costa. "TinyML for Safe Driving: The Use of Embedded Machine Learning for Detecting Driver Distraction". 2023.
    10.1109/metroautomotive57488.2023.10219132
  12. Marianne Silva; Thais Medeiros; Mariana Azevedo; Morsinaldo Medeiros; Mikael Themoteo; Tatiane Gois; Ivanovitch Silva; Daniel G. Costa. "An Adaptive TinyML Unsupervised Online Learning Algorithm for Driver Behavior Analysis". 2023.
    10.1109/metroautomotive57488.2023.10219125
  13. Franklin Oliveira; Daniel G. Costa; Flávio Assis; Ivanovitch Silva. "A Multi Soft-sensor Approach for the Development of Emergencies Detection Units on the Edge". 2023.
    10.1109/metroind4.0iot57462.2023.10180198
  14. Daniel G. Costa; Marianne Silva; Thommas Flores; Pedro Andrade; Jordao Silva; Ivanovitch Silva. "An Online Unsupervised Machine Learning Approach to Detect Driving Related Events". 2022.
    10.1109/iecon49645.2022.9968381
  15. Daniel G. Costa; Thiago C. Jesus; Paulo Portugal; Francisco Vasques. "A dependability-aware approach for dynamic mobile sink repositioning in smart cities applications". 2022.
    10.1109/isc255366.2022.9922122
  16. Daniel G. Costa; Gustavo F. Silva; Thiago C. Jesus. "A Framework for the Development of Reconfigurable Sensors-based Emergencies Detection Units in Smart Cities". 2022.
    10.1109/isc255366.2022.9922506
  17. Daniel G. Costa; Franklin Oliveira; Flavio Assis. "An IoT Platform for the Development of Low-cost Emergencies Detection Units based on Soft Sensors". 2022.
    10.1109/isc255366.2022.9922105
  18. Daniel G. Costa; Joao Paulo J. Peixoto; Washington de J. S. da Franca Rocha; Paulo Portugal; Francisco Vasques. "Optimizing the deployment of multi-sensors emergencies detection units based on the presence of response centers in smart cities". 2022.
    10.1109/isc255366.2022.9922075
  19. Franklin Oliveira; Costa, Daniel G.. "Toward Sustainable Cycling: Modelling and Visualization Issues of Cycle Paths for IoT-based Sensing". Paper presented in IEEE Globecom Workshops, 2021.
    10.1109/gcwkshps52748.2021.9682043
  20. Costa, Daniel G.. "An Optimization Approach for Emergency Vehicles Dispatching and Traffic Lights Adjustments in Response to Emergencies in Smart Cities". 2021.
    10.1109/sbesc53686.2021.9628243
  21. Costa, Daniel. "A Mathematical Model to Evaluate Visual Sensing Coverage of Emergency Signs on Moving Vehicles". 2021.
    10.1109/isc253183.2021.9562945
  22. Andrade, Pedro; Silva, Ivanovitch; Signoretti, Gabriel; Silva, Marianne; Dias, Joao; Marques, Lucas; Costa, Daniel G.. "An Unsupervised TinyML Approach Applied for Pavement Anomalies Detection Under the Internet of Intelligent Vehicles". 2021.
    10.1109/metroind4.0iot51437.2021.9488546
  23. Costa, Daniel. "On the mathematical modelling of visual sensors when computing coverage metrics in camera-based sensing applications". 2021.
    10.1109/icaacca51523.2021.9465185
  24. Oliveira, Franklin; Costa, Daniel G.; Silva, Ivanovitch; Andrade, Pedro; Dias, Anfranserai. "MSensorMob: A Multi-Sensors Hardware Framework to Support the Development of Adaptable Monitoring Units in Mobile Applications". 2021.
    10.1109/metroind4.0iot51437.2021.9488435
  25. Franklin Oliveira; Daniel G. Costa; Anfranserai Dias. "A Multi-Tier Sensors-based Environmental Monitoring Approach to Assess the Quality of Bike Paths in Urban Areas". 2020.
    10.1109/ISC251055.2020.9239071
  26. Daniel G. Costa; Francisco Vasques; Ana Aguiar; Paulo Portugal. "Automatic Assignment of Emergency Vehicles in Response to Sensors-based Generated Alarms in Smart City Scenarios". 2020.
    10.1109/ISC251055.2020.9239062
  27. Costa, Daniel; Costa, Daniel G.; Rangel, Elivelton; Peixoto, Joao Paulo J.; Jesus, Thiago C.. "An Availability Metric and Optimization Algorithms for Simultaneous Coverage of Targets and Areas by Wireless Visual Sensor Networks". 2019.
    10.1109/indin41052.2019.8972176
  28. Rocha-Rocha, D.; Vasquez-Salgado, F.; Duran-Faundez, C.; Duraan, R.M.; Costa, D.G.; Galdames, P.. "Genetic algorithm for the nodes deployment problem in industrial wireless sensor networks". 2019.
    10.1109/ICA-ACCA.2018.8609779
  29. Jesus, Thiago C.; Costa, Daniel G.; Portugal, Paulo; Costa, Daniel. "Wireless visual sensor networks redeployment based on dependability optimization". 2019.
    10.1109/INDIN41052.2019.8972128
  30. Costa, Daniel. "MobSink: a Visual Mobile Wireless Sensor Networks Positioning Simulator". 2018.
    10.5753/webmedia.2018.4577
  31. Costa, Daniel. "On the Development of Visual Sensors with Raspberry Pi". 2018.
    10.1145/3243082.3264607
  32. Oliveira, E.S.; Peixoto, J.P.J.; Costa, D.G.; Portugal, P.. "Multiple Mobile Sinks in Event-based Wireless Sensor Networks Exploiting Traffic Conditions in Smart City Applications". 2018.
    10.1109/INDIN.2018.8472005
  33. Jesus, T.C.; Costa, D.G.; Portugal, P.. "On the Computing of Area Coverage by Visual Sensor Networks: Assessing Performance of Approximate and Precise Algorithms". 2018.
    10.1109/INDIN.2018.8471997
  34. Rangel, E.O.; Costa, D.G.; Loula, A.. "Redundant visual coverage of prioritized targets in IoT applications". 2018.
    10.1145/3243082.3243090
  35. Costa, Daniel. "CO2 Catcher: A Platform for Monitoring of Vehicular Pollution in Smart Cities". 2017.
    10.1109/s3c.2017.8501380
  36. Costa, Daniel. "Efficient Processing of Spatio-Temporal-Textual Queries". 2017.
    10.1145/3126858.3126877
  37. Andrade, D.C.; Costa, D.G.; Rocha, J.B.. "Adaptive sensing relevance exploiting social media mining in smart cities". 2017.
    10.1145/3126858.3131568
  38. C. Duran-Faundez; D. G. Costa; D. Rocha-Rocha; F. Vasquez-Salgado; G. Habib; P. Galdames. "On optimal deployment of industrial wireless sensor networks". 2017.
    10.1109/CHILECON.2017.8229600
  39. D. G. Costa; C. Duran-Faundez; J. C. N. Bittencourt. "Availability issues for relevant area coverage in wireless visual sensor networks". 2017.
    10.1109/CHILECON.2017.8229606
  40. G. Habib; R. E. Khoury; C. Duran-Faundez; N. Haddad; D. G. Costa. "An experimental platform for evaluating low power wireless communication systems for industrial applications". 2017.
    10.1109/CHILECON.2017.8229609
  41. Oliveira, Julio; Lemos, Jefferson; Vieira, Elton; Silva, Ivanovitch; Abrantes, Joilson; Barros, Danilo; Costa, Daniel G.. "CO(2)Catcher: A Platform for Monitoring of Vehicular Pollution in Smart Cities". 2017.
  42. C. Duran-Faundez; D. G. Costa; V. Lecuire; F. Vasques. "A geometrical approach to compute source prioritization based on target viewing in wireless visual sensor networks". 2016.
    10.1109/WFCS.2016.7496516
  43. D. G. Costa; I. Silva; L. A. Guedes; F. Vasques; P. Portugal. "Optimal sensing redundancy for multiple perspectives of targets in wireless visual sensor networks". 2015.
    10.1109/INDIN.2015.7281732
  44. J. P. J. Peixoto; D. G. Costa. "QoE-aware multiple sinks mobility in wireless sensor networks". 2015.
    10.1109/NTMS.2015.7266515
  45. D. G. Costa; I. Silva; L. A. Guedes; P. Portugal; F. Vasques. "Selecting redundant nodes when addressing availability in wireless visual sensor networks". 2014.
    10.1109/INDIN.2014.6945496
  46. D. G. Costa; L. A. Guedes; F. Vasques; P. Portugal. "Relevance-based balanced sink mobility in wireless visual sensor networks". 2014.
    10.1109/INDIN.2014.6945495
  47. D. G. Costa; I. Silva; L. A. Guedes; P. Portugal; F. Vasques. "Availability assessment of wireless visual sensor networks for target coverage". 2014.
    10.1109/ETFA.2014.7005235
  48. Costa, D.G.; Silva, I.; Guedes, L.A.; Portugal, P.; Vasques, F.. "Enhancing redundancy in wireless visual sensor networks for target coverage". 2014.
    10.1145/2664551.2664558
  49. Costa, Daniel. "Delay-aware DWT-based image transmission in wireless visual sensor networks". 2013.
    10.1145/2526188.2526200
  50. D. G. Costa; L. A. Guedes; F. Vasques; P. Portugal. "Partial energy-efficient hop-by-hop retransmission in wireless sensor networks". 2013.
    10.1109/INDIN.2013.6622873
  51. Costa, Daniel G.; Guedes, Luiz Affonso; Vasques, Francisco; Portugal, Paulo. "Adaptive Multimedia Transmission in Wireless Sensor Networks". 2013.
  52. Costa, D.G.; Guedes, L.A.; Vasques, F.; Portugal, P.. "A routing mechanism based on the sensing relevancies of source nodes for time-critical applications in visual sensor networks". 2012.
    10.1109/WD.2012.6402808
  53. Costa, D.G.; Guedes, L.A.; Vasques, F.; Portugal, P.. "Effect of frame size on energy consumption in wireless image sensor networks". 2012.
    10.1109/IST.2012.6295487
  54. D. G. Costa; L. A. Guedes; F. Vasques; P. Portugal; O. T. Valle. "A semi-reliable energy-efficient retransmission mechanism based on the sensing relevancies of source nodes for wireless image sensor networks". 2012.
    10.1109/ISWCS.2012.6328419
  55. O. T. Valle; C. Montez; P. Portugal; F. Vasques; D. G. Costa. "Expansion of the available use classes in IEEE 802.15.4 networks for usage in the industrial environment". 2012.
    10.1109/ISWCS.2012.6328344
  56. D. G. Costa; L. A. Guedes. "Energy-efficient visual monitoring based on the sensing relevancies of source nodes for wireless image sensor networks". 2012.
    10.1109/SAS.2012.6166274
  57. D. G. Costa; L. A. Guedes; F. Vasques; P. Portugal. "Energy-efficient packet relaying based on the sensing relevancies of source nodes in visual sensor networks". 2012.
    10.1109/WFCS.2012.6242546
  58. Costa, D.G.; Guedes, L.A.; Vasques, F.; Portugal, P.. "QoV: Assessing the monitoring quality in visual sensor networks". 2012.
    10.1109/WIMOB.2012.6379147
  59. Costa, Daniel. "Coverage-Aware Node-Disjoint Multipath Selection in Wireless Multimedia Sensor Networks". 2011.
    10.1109/ntms.2011.5720610
  60. Costa, D.G.; Fialho, S.V.. "MovMedia: An end-to-end architecture to support mobile multimedia applications,MovMedia: Uma arquitetura fim-a-fim para suporte a aplicações multimídia móveis". 2008.
    10.1145/1666091.1666111
  61. Costa, Daniel. "Interpretação de conteúdo AJAX em páginas dinâmicas para suporte à localização de informações na web". 2008.
    10.1145/1809980.1810019
Journal article
  1. Laércio Pioli; Douglas D. J. de Macedo; Daniel G. Costa; Mario A. R. Dantas. "Intelligent Edge-powered Data Reduction: A Systematic Literature Review". ACM Computing Surveys (2024): https://doi.org/10.1145/3656338.
    10.1145/3656338
  2. João Carlos N. Bittencourt; Daniel G. Costa; Paulo Portugal; Francisco Vasques. "A data-driven clustering approach for assessing spatiotemporal vulnerability to urban emergencies". Sustainable Cities and Society (2024): https://doi.org/10.1016/j.scs.2024.105477.
    10.1016/j.scs.2024.105477
  3. Franklin Oliveira; Daniel G. Costa; Flávio Assis; Ivanovitch Silva. "Internet of Intelligent Things: A convergence of embedded systems, edge computing and machine learning". Internet of Things (2024): https://doi.org/10.1016/j.iot.2024.101153.
    10.1016/j.iot.2024.101153
  4. Thiago C. Jesus; Paulo Portugal; Daniel G. Costa; Francisco Vasques. "Reliability and Detectability of Emergency Management Systems in Smart Cities under Common Cause Failures". Sensors (2024): https://doi.org/10.3390/s24092955.
    10.3390/s24092955
  5. Daniel G. Costa. "CheckFoV: A Java tool to compute and draw Field of View, visual overlapping and targets coverage". Software Impacts (2024): https://doi.org/10.1016/j.simpa.2023.100598.
    10.1016/j.simpa.2023.100598
  6. João Paulo Just Peixoto; Daniel G. Costa; Paulo Portugal; Francisco Vasques. "Flood-Resilient Smart Cities: A Data-Driven Risk Assessment Approach Based on Geographical Risks and Emergency Response Infrastructure". Smart Cities (2024): https://doi.org/10.3390/smartcities7010027.
    10.3390/smartcities7010027
  7. Matheus Andrade; Morsinaldo Medeiros; Thaís Medeiros; Mariana Azevedo; Marianne Silva; Daniel G. Costa; Ivanovitch Silva. "On the Use of Biofuels for Cleaner Cities: Assessing Vehicular Pollution through Digital Twins and Machine Learning Algorithms". Sustainability (2024): https://doi.org/10.3390/su16020708.
    10.3390/su16020708
  8. Daniel G. Costa; João Carlos N. Bittencourt; Franklin Oliveira; João Paulo Just Peixoto; Thiago C. Jesus. "Achieving Sustainable Smart Cities through Geospatial Data-Driven Approaches". Sustainability (2024): https://doi.org/10.3390/su16020640.
    10.3390/su16020640
  9. Laercio Pioli; Douglas D. J. de Macedo; Daniel G. Costa; Mario A. R. Dantas. "Towards an AI-Driven Data Reduction Framework for Smart City Applications". Sensors (2024): https://doi.org/10.3390/s24020358.
    10.3390/s24020358
  10. João Paulo Just Peixoto; João Carlos N. Bittencourt; Thiago C. Jesus; Daniel G. Costa; Paulo Portugal; Francisco Vasques. "Exploiting geospatial data of connectivity and urban infrastructure for efficient positioning of emergency detection units in smart cities". Computers, Environment and Urban Systems (2024): http://dx.doi.org/10.1016/j.compenvurbsys.2023.102054.
    10.1016/j.compenvurbsys.2023.102054
  11. Thommas K. S. Flores; Ivanovitch Silva; Mariana B. Azevedo; Thais de A. de Medeiros; Morsinaldo de A. Medeiros; Daniel G. Costa; Paolo Ferrari; Emiliano Sisinni. "Advancing TinyMLOps: Robust Model Updates in the Internet of Intelligent Vehicles". IEEE Micro (2024): http://dx.doi.org/10.1109/mm.2024.3354323.
    10.1109/mm.2024.3354323
  12. Mariana B. Azevedo; Thaís de A. de Medeiros; Morsinaldo de A. Medeiros; Ivanovitch Silva; Daniel G. Costa. "Detecting face masks through embedded machine learning algorithms: A transfer learning approach for affordable microcontrollers". Machine Learning with Applications (2023): https://doi.org/10.1016/j.mlwa.2023.100498.
    10.1016/j.mlwa.2023.100498
  13. Thaís Medeiros; Morsinaldo Medeiros; Mariana Azevedo; Marianne Silva; Ivanovitch Silva; Daniel G. Costa. "Analysis of Language-Model-Powered Chatbots for Query Resolution in PDF-Based Automotive Manuals". Vehicles (2023): https://doi.org/10.3390/vehicles5040076.
    10.3390/vehicles5040076
  14. João Paulo Just Peixoto; Daniel G. Costa; Washington de J.S. da Franca Rocha; Paulo Portugal; Francisco Vasques. "On the positioning of emergencies detection units based on geospatial data of urban response centres". Sustainable Cities and Society (2023): https://doi.org/10.1016/j.scs.2023.104713.
    10.1016/j.scs.2023.104713
  15. Gisliany Alves; Ivanovitch Silva; Luciana Lima; Daniel G. Costa. "A composite indicator of liveability based on sociodemographic and Uber quality service dimensions: A data-driven approach". Transport Policy 141 (2023): 97-115. http://dx.doi.org/10.1016/j.tranpol.2023.07.006.
    10.1016/j.tranpol.2023.07.006
  16. Just Peixoto João Paulo; Daniel G. Costa; Paulo Portugal; Francisco Vasques. "A geospatial dataset of urban infrastructure for emergency response in Portugal". Data in Brief (2023): 109593-109593. http://dx.doi.org/10.1016/j.dib.2023.109593.
    10.1016/j.dib.2023.109593
  17. João Paulo Just Peixoto; Daniel G. Costa; Washington de J.S. da Franca Rocha; Paulo Portugal; Francisco Vasques. "CityZones: A geospatial multi-tier software tool to compute urban risk zones". SoftwareX (2023): https://doi.org/10.1016/j.softx.2023.101409.
    10.1016/j.softx.2023.101409
  18. Pedro Andrade; Ivanovitch Silva; Marianne Diniz; Thommas Flores; Daniel G. Costa; Eduardo Soares. "Online Processing of Vehicular Data on the Edge Through an Unsupervised TinyML Regression Technique". ACM Transactions on Embedded Computing Systems (2023): http://dx.doi.org/10.1145/3591356.
    10.1145/3591356
  19. Breno Santana Santos; Ivanovitch Silva; Daniel G. Costa. "Symmetry in Scientific Collaboration Networks: A Study Using Temporal Graph Data Science and Scientometrics". Symmetry (2023): https://doi.org/10.3390/sym15030601.
    10.3390/sym15030601
  20. Elvis Melo; Ivanovitch Silva; Daniel G. Costa; Carlos M. D. Viegas; Thiago M. Barros. "On the Use of eXplainable Artificial Intelligence to Evaluate School Dropout". Education Sciences (2022): https://doi.org/10.3390/educsci12120845.
    10.3390/educsci12120845
  21. Thiago C. Jesus; Daniel G. Costa; Paulo Portugal; Francisco Vasques. "A Survey on Monitoring Quality Assessment for Wireless Visual Sensor Networks". Future Internet (2022): https://doi.org/10.3390/fi14070213.
    10.3390/fi14070213
  22. Evaldo A. Rodrigues; Daniel G. Costa; Francisco Junior; Leila T. B. L. Dantas; Gustavo De-Deus; Marco Simões-Carvalho; Emmanuel J. N. L. Silva. "A Computer-Assisted Approach to Assess the Precision of the Reciprocating Angles and the Rotation Speeds of Endodontic Motors". Applied System Innovation (2022): https://doi.org/10.3390/asi5040068.
    10.3390/asi5040068
  23. Pedro Andrade; Ivanovitch Silva; Marianne Silva; Thommas Flores; Jordão Cassiano; Daniel G. Costa. "A TinyML Soft-Sensor Approach for Low-Cost Detection and Monitoring of Vehicular Emissions". Sensors (2022): https://doi.org/10.3390/s22103838.
    10.3390/s22103838
  24. Daniel G. Costa; Joao Paulo J. Peixoto; Thiago C. Jesus; Paulo Portugal; Francisco Vasques; Elivelton Rangel; Maycon Peixoto. "A Survey of Emergencies Management Systems in Smart Cities". IEEE Access (2022): https://doi.org/10.1109/ACCESS.2022.3180033.
    10.1109/ACCESS.2022.3180033
  25. Costa, Daniel. "On the development of flexible mobile multi-sensor units based on open-source hardware platforms and a reference framework". HardwareX 10 (2021): e00243-e00243. http://dx.doi.org/10.1016/j.ohx.2021.e00243.
    10.1016/j.ohx.2021.e00243
  26. M.L.M. Peixoto; A.H.O. Maia; E. Mota; E. Rangel; D.G. Costa; D. Turgut; L.A. Villas. "A traffic data clustering framework based on fog computing for VANETs". Vehicular Communications 31 (2021): 100370-100370. https://doi.org/10.1016/j.vehcom.2021.100370.
    10.1016/j.vehcom.2021.100370
  27. Franklin Oliveira; Daniel G. Costa; Luciana Lima; Ivanovitch Silva. "iBikeSafe: A Multi-Parameter System for Monitoring, Evaluation and Visualization of Cycling Paths in Smart Cities Targeted at Cycling Adverse Conditions". Smart Cities (2021): https://doi.org/10.3390/smartcities4030056.
    10.3390/smartcities4030056
  28. Franklin Oliveira; Dilan Nery; Daniel G. Costa; Ivanovitch Silva; Luciana Lima. "A Survey of Technologies and Recent Developments for Sustainable Smart Cycling". Sustainability 13 6 (2021): 3422-3422. https://doi.org/10.3390/su13063422.
    10.3390/su13063422
  29. Israel Eduardo de Barros Filho; Ivanovitch Silva; Daniel G. Costa; Carlos M.D. Viegas; Paolo Ferrari. "A reliability and performance GSPN-Based model for anti-collision RFID algorithms under noisy channels in industrial internet of things". Computers in Industry 125 (2021): 103381-103381. https://doi.org/10.1016/j.compind.2020.103381.
    10.1016/j.compind.2020.103381
  30. Thiago C. Jesus; Paulo Portugal; Daniel G. Costa; Francisco Vasques. "A Comprehensive Dependability Model for QoM-Aware Industrial WSN When Performing Visual Area Coverage in Occluded Scenarios". Sensors (2020): https://doi.org/10.3390/s20226542.
    10.3390/s20226542
  31. Daniel G. Costa; Francisco Vasques; Paulo Portugal; Ana Aguiar. "On the Use of Cameras for the Detection of Critical Events in Sensors-Based Emergency Alerting Systems". Journal of Sensor and Actuator Networks 9 4 (2020): 46-46. https://doi.org/10.3390/jsan9040046.
    10.3390/jsan9040046
  32. Costa, Daniel. "COVID-19 pandemic: a review of smart cities initiatives to face new outbreaks". IET Smart Cities (2020): http://dx.doi.org/10.1049/iet-smc.2020.0044.
    10.1049/iet-smc.2020.0044
  33. Costa, Daniel. "A prioritization approach for optimization of multiple concurrent sensing applications in smart cities". Future Generation Computer Systems (2020): http://dx.doi.org/10.1016/j.future.2020.02.067.
    10.1016/j.future.2020.02.067
  34. Daniel G. Costa. "Visual Sensors Hardware Platforms: A Review". IEEE Sensors Journal 20 8 (2020): 4025-4033. https://doi.org/10.1109/JSEN.2019.2952447.
    10.1109/JSEN.2019.2952447
  35. Thiago C. Jesus; Daniel G. Costa; Paulo Portugal; Francisco Vasques; Ana Aguiar. "Modelling Coverage Failures Caused by Mobile Obstacles for the Selection of Faultless Visual Nodes in Wireless Sensor Networks". IEEE Access 8 (2020): 41537-41550. https://doi.org/10.1109/ACCESS.2020.2977173.
    10.1109/ACCESS.2020.2977173
  36. Franklin Oliveira; Daniel G. Costa; Cristian Duran-Faundez; Anfranserai Dias. "BikeWay: A Multi-Sensory Fuzzy-Based Quality Metric for Bike Paths and Tracks in Urban Areas". IEEE Access (2020): 1-1. https://doi.org/10.1109/ACCESS.2020.3046017.
    10.1109/ACCESS.2020.3046017
  37. Thiago C. Jesus; Daniel G. Costa; Paulo Portugal; Francisco Vasques. "FoV-Based Quality Assessment and Optimization for Area Coverage in Wireless Visual Sensor Networks". IEEE Access 8 (2020): 109568-109580. https://doi.org/10.1109/ACCESS.2020.3002206.
    10.1109/ACCESS.2020.3002206
  38. Costa, Daniel G.; Vasques, Francisco; Portugal, Paulo; Aguiar, Ana. "A Distributed Multi-Tier Emergency Alerting System Exploiting Sensors-Based Event Detection to Support Smart City Applications". Sensors (2020): https://publons.com/publon/33847044/.
    10.3390/S20010170
  39. Daniel G. Costa; Francisco Vasques; Mario Collotta; Costa, Daniel G.; Vasques, Francisco; Collotta, Mario. "Visual Sensor Networks and Related Applications". Sensors 19 22 (2019): 4960-4960. https://doi.org/10.3390/s19224960.
    10.3390/s19224960
  40. Elivelton O. Rangel; Daniel G. Costa; Angelo Loula. "On redundant coverage maximization in wireless visual sensor networks: Evolutionary algorithms for multi-objective optimization". Applied Soft Computing 82 (2019): 105578-105578. https://doi.org/10.1016/j.asoc.2019.105578.
    10.1016/j.asoc.2019.105578
  41. Marcos Vinícius Bião Cerqueira; Daniel Gouveia Costa. "Um Modelo Matemático para Estimativas do Consumo de Energia em Redes de Sensores Visuais sem Fio". TEMA - Tendências em Matemática Aplicada e Computacional 20 2 (2019): 257-257. https://doi.org/10.5540/tema.2019.020.02.257.
    10.5540/tema.2019.020.02.257
  42. Daniel G. Costa; Adson Damasceno; Ivanovitch Silva. "CitySpeed: A Crowdsensing-Based Integrated Platform for General-Purpose Monitoring of Vehicular Speeds in Smart Cities". Smart Cities (2019): http://www.mdpi.com/2624-6511/2/1/4.
    10.3390/smartcities2010004
  43. Marianne Silva; Gabriel Signoretti; Júlio César Oliveira; Ivanovitch Silva; Daniel G. Costa. "A Crowdsensing Platform for Monitoring of Vehicular Emissions: A Smart City Perspective". Future Internet (2019): http://www.mdpi.com/1999-5903/11/1/13.
    10.3390/fi11010013
  44. Daniel G. Costa; Cristian Duran-Faundez. "Open-Source Electronics Platforms as Enabling Technologies for Smart Cities: Recent Developments and Perspectives". Electronics (2018): http://www.mdpi.com/2079-9292/7/12/404.
    10.3390/electronics7120404
  45. Costa, Daniel. "TwitterSensing: An Event-Based Approach for Wireless Sensor Networks Optimization Exploiting Social Media in Smart City Applications". Sensors (2018): http://www.mdpi.com/1424-8220/18/4/1080.
    10.3390/s18041080
  46. Costa, Daniel; Collotta, M.; Pau, G.; Costa, D.G.. "A fuzzy-based approach for energy-efficient Wi-Fi communications in dense wireless multimedia sensor networks". Computer Networks 134 (2018): 127-139. http://www.sciencedirect.com/science/article/pii/S1389128618300409.
    https://doi.org/10.1016/j.comnet.2018.01.041
  47. Assis, L.V.S.; Costa, D.G.. "VisualCastalia: An Extension to the Castalia/OMNeT++ for Simulations of Image Transmissions in Wireless Sensor Networks". IEEE Latin America Transactions 16 5 (2018): 1557-1564. http://www.scopus.com/inward/record.url?eid=2-s2.0-85049727464&partnerID=MN8TOARS.
    10.1109/TLA.2018.8408454
  48. Costa, Daniel. "Simulating Image Communication over Multi-Hop Wireless Sensor Networks Using TOSSIM". International Journal of Digital Information and Wireless Communications (2018): http://dx.doi.org/10.17781/p002443.
    10.17781/p002443
  49. Jesus, Thiago C.; Portugal, Paulo; Vasques, Francisco; Costa, Daniel G.; Costa, Daniel. "Automated Methodology for Dependability Evaluation of Wireless Visual Sensor Networks". Sensors (2018): https://publons.com/publon/13575073/.
    10.3390/S18082629
  50. Daniel G. Costa; Francisco Vasques; Paulo Portugal. "Enhancing the availability of wireless visual sensor networks: Selecting redundant nodes in networks with occlusion". Applied Mathematical Modelling 42 (2017): 223-243. https://doi.org/10.1016/j.apm.2016.10.008.
    10.1016/j.apm.2016.10.008
  51. Costa, Daniel. "Cryptography in Wireless Multimedia Sensor Networks: A Survey and Research Directions". Cryptography (2017): http://www.mdpi.com/2410-387X/1/1/4.
    10.3390/cryptography1010004
  52. Costa, Daniel. "A Fuzzy-Based Approach for Sensing, Coding and Transmission Configuration of Visual Sensors in Smart City Applications". Sensors (2017): http://www.mdpi.com/1424-8220/17/1/93.
    10.3390/s17010093
  53. Peixoto, João Paulo Just; Costa, Daniel G. "Wireless visual sensor networks for smart city applications:A relevance-based approach for multiple sinks mobility". Future Generation Computer Systems 76 (2017): 51-62. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000407983100004&KeyUID=WOS:000407983100004.
    10.1016/j.future.2017.05.027
  54. T. F. Silva; D. G. Costa. "Centralized Algorithms for Redundant Coverage Maximization in Wireless Visual Sensor Networks". IEEE Latin America Transactions 14 7 (2016): 3378-3384.
    10.1109/TLA.2016.7587645
  55. Collotta, M.; Costa, D.G.; Falcone, F.; Kong, X.. "New challenges of real-time wireless sensor networks: Theory and applications". International Journal of Distributed Sensor Networks 12 9 (2016): http://www.scopus.com/inward/record.url?eid=2-s2.0-84989283254&partnerID=MN8TOARS.
    10.1177/1550147716668071
  56. Daniel G. Costa; Cristian Duran-Faundez. "Assessing Availability in Wireless Visual Sensor Networks Based on Targets’ Perimeters Coverage". Journal of Electrical and Computer Engineering (2016):
    10.1155/2016/9312439
  57. Duran-Faundez, C.; Costa, D.G.; Lecuire, V.; Duran-Faundez, Cristian; Costa, Daniel G.; Lecuire, Vincent. "Perimeter-based calculation of object coverage in multi-camera systems". Engineering Letters 24 4 (2016): 384-391. http://www.scopus.com/inward/record.url?eid=2-s2.0-84997796199&partnerID=MN8TOARS.
  58. D.G. Costa; L.A. Guedes; F. Vasques; P. Portugal. "Um Protocolo Genérico Eficiente de Energia para Aplicações em Redes de Sensores sem Fio sem Restrição de Tempo de Resposta". Revista de Tecnologia da Informação e Comunicação 5 1 (2015): 8-15. https://doi.org/10.12721%2F2237-5112%2Frtic.v5n1p8-15.
    10.12721/2237-5112/rtic.v5n1p8-15
  59. Costa, G. Daniel; Guedes, A. Luiz; Vasques, Francisco; Portugal, Paulo. "Research Trends in Wireless Visual Sensor Networks When Exploiting Prioritization". Sensors 15 1 (2015): http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000348309400098&KeyUID=WOS:000348309400098.
    10.3390/s150101760
  60. Gonçalves, D. Danilo; Costa, G. Daniel. "A Survey of Image Security in Wireless Sensor Networks". Journal of Imaging 1 1 (2015):
    10.3390/jimaging1010004
  61. K.S. Almeida; T.F. Silva; D.G. Costa. "Uma Ferramenta para Suporte ao Ensino do Protocolo AODV". Revista de Ensino de Engenharia 34 2 (2015): 71-81. https://doi.org/10.15552%2F2236-0158%2Fabenge.v34n2p71-81.
    10.15552/2236-0158/abenge.v34n2p71-81
  62. Costa, Daniel G.; Guedes, Luiz Affonso; Vasques, Francisco; Portugal, Paulo. "Relevance-based partial reliability in wireless sensor networks". EURASIP Journal on Wireless Communications and Networking 2014 1 (2014): 142-142. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000347401800001&KeyUID=WOS:000347401800001.
    10.1186/1687-1499-2014-142
  63. Costa, G. Daniel; Silva, Ivanovitch; Guedes, A. Luiz; Vasques, Francisco; Portugal, Paulo. "Availability Issues in Wireless Visual Sensor Networks". Sensors 14 2 (2014): http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000335887900046&KeyUID=WOS:000335887900046.
    10.3390/s140202795
  64. Daniel G. Costa; Luiz Affonso Guedes; Francisco Vasques; Paulo Portugal. "Adaptive Monitoring Relevance in Camera Networks for Critical Surveillance Applications". International Journal of Distributed Sensor Networks 9 11 (2013): 836721-836721. https://doi.org/10.1155/2013/836721.
    10.1155/2013/836721
  65. Costa, D. G.; Guedes, L. A.. "Exploiting the sensing relevancies of source nodes for optimizations in visual sensor networks". Multimedia Tools and Applications 64 3 (2013): 549-579. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000317608600003&KeyUID=WOS:000317608600003.
    10.1007/s11042-011-0961-4
  66. Costa, D.G.; Guedes, L.A.; Vasques, F.; Portugal, P.. "Redundancy-based semi-reliable packet transmission in wireless visual sensor networks exploiting the sensing relevancies of source nodes". WSEAS Transactions on Communications 12 9 (2013): 468-478. http://www.scopus.com/inward/record.url?eid=2-s2.0-84885017056&partnerID=MN8TOARS.
  67. Costa, Daniel G.; Guedes, Luiz Affonso; Vasques, Francisco; Portugal, Paulo. "Energy-Efficient Packet Relaying in Wireless Image Sensor Networks Exploiting the Sensing Relevancies of Source Nodes and DWT Coding". Journal of Sensor and Actuator Networks (2013): https://publons.com/publon/13204807/.
    10.3390/JSAN2030424
  68. Costa, D. G.; Guedes, L. A.. "A Survey on Transport Protocols for Wireless Multimedia Sensor Networks". Ksii Transactions on Internet and Information Systems 6 1 (2012): 241-269. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000300519400014&KeyUID=WOS:000300519400014.
    10.3837/tiis.2012.01.014
  69. Costa, Daniel G.; Guedes, Luiz Affonso. "A Discrete Wavelet Transform (DWT)-Based Energy-Efficient Selective Retransmission Mechanism for Wireless Image Sensor Networks". Journal of Sensor and Actuator Networks 1 1 (2012):
    10.3390/jsan1010003
  70. Costa, D. G.; Guedes, L. A.. "A Survey on Multimedia-Based Cross-Layer Optimization in Visual Sensor Networks". Sensors 11 5 (2011): 5439-5468. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000290947700051&KeyUID=WOS:000290947700051.
    10.3390/s110505439
  71. Costa, D. G.; Guedes, L. A.. "The Coverage Problem in Video-Based Wireless Sensor Networks: A Survey". Sensors 10 9 (2010): 8215-8247. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000282218800020&KeyUID=WOS:000282218800020.
    10.3390/s100908215
  72. Costa, D.G.; Fialho, S.V.. "A p2p architecture to support mobile real-time multimedia communications". Journal of Multimedia 5 5 (2010): 514-521. http://www.scopus.com/inward/record.url?eid=2-s2.0-78651579811&partnerID=MN8TOARS.
    10.4304/jmm.5.5.514-521
  73. Daniel Costa; Sergio Fialho. "MobSIP: A SIP extension to support application layer handover in realtime multimedia communications with mobility requirements". Scientia 20 2 (2009): 119-128. https://doi.org/10.4013%2Fsct.2009.20.2.05.
    10.4013/sct.2009.20.2.05

Other

Other output
  1. UMA PLATAFORMA PARA INTERNET DOS VEÍCULOS INTELIGENTES. 2018. Elton de Souza Vieira; Marianne Batista Diniz da Silva; Daniel Gouveia Costa; Ivanovitch Medeiros Dantas da Silva. https://doi.org/10.20906%2Fcps%2Fcba2018-0296.
    10.20906/cps/cba2018-0296
Activities

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2022/09/02 - 2023/10/04 Embedded Runtime software analysis and optimization for automotive industry
Supervisor of Gonçalo Marinho dos Santos
 Engenharia Eletrotécnica e de Computadores (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2022/09/09 - 2023/07/20 Environment detection and classification for safety-critical railway systems
Supervisor of Vasco Macedo da Costa
 Engenharia Eletrotécnica e de Computadores (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2018/08/30 - 2021/09/21 Dependability Evaluation of Wireless Visual Sensor Networks
Co-supervisor of Thiago Cerqueira de Jesus
 Engenharia Electrotécnica e de Computadores (PhD)
Universidade do Porto Faculdade de Engenharia, Portugal
Distinctions

Other distinction

2019 IEEE Senior Member
IEEE, United States