All Stories

  1. Enhancing Decision-Making Through BI Automation

    Article • August 2026, Springer Science + Business Media

    Professor Benedita Malheiro

  2. ROS-Enabled DIY and Open-Source Wheeled Robots for Higher Education Learning and Competitions: A Systematic Review

    Article • Robotics, June 2026, MDPI AG

    Professor Benedita Malheiro, Professor Manuel F Silva

  3. VIRIATO: Visual-Action Reinforcement Integrator for Actor-Critic with Temporal Observations

    Article • April 2026, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Benedita Malheiro

  4. Crisis or Redemption with AI and Robotics? The Dawn of a New Era

    Article • January 2026, Springer Science + Business Media

    Professor Benedita Malheiro

  5. Loopbin Composter – An EPS@ISEP 2025 Project

    Article • January 2026, Springer Science + Business Media

    Professor Benedita Malheiro

  6. Smart Public Water Dispenser - An EPS@ISEP 2025 Project

    Article • January 2026, Springer Science + Business Media

    Professor Benedita Malheiro

  7. Mapping Ethics in EPS@ISEP Robotics Projects

    Article • October 2025, Springer Science + Business Media

    Professor Benedita Malheiro, Professor Manuel F Silva

  8. An explainable machine learning framework for railway predictive maintenance using data streams from the metro operator of Portugal

    Article • Scientific Reports, July 2025, Springer Science + Business Media

    Professor Benedita Malheiro

  9. Identification and explanation of disinformation in wiki data streams

    Article • Integrated Computer-Aided Engineering, February 2025, SAGE Publications

    Professor Benedita Malheiro

  10. Engineering a Sustainable Future with EPS@ISEP

    Article • January 2025, Springer Science + Business Media

    Professor Benedita Malheiro

  11. Breeding Endangered Beetles – An EPS@ISEP 2024 Project

    Article • January 2025, Springer Science + Business Media

    Professor Benedita Malheiro, Professor Manuel F Silva

  12. Algae and Fish Farming – An EPS@ISEP 2022 Project

    Article • January 2025, Springer Science + Business Media

    Professor Benedita Malheiro, Professor Manuel F Silva

  13. Smart Pill Dispenser for Children - An EPS@ISEP 2024 Project

    Article • January 2025, Springer Science + Business Media

    Professor Benedita Malheiro, Professor Manuel F Silva

  14. Growing Mushrooms on Coffee Grounds - An EPS@ISEP 2024 Project

    Article • January 2025, Springer Science + Business Media

    Professor Benedita Malheiro, Professor Manuel F Silva

  15. Motivating Safe Street Crossings – An EPS@ISEP 2024 Project

    Article • January 2025, Springer Science + Business Media

    Professor Benedita Malheiro, Professor Manuel F Silva

  16. Promoting Fun and Social Interaction in Public Spaces – An EPS@ISEP 2023 Project

    Article • January 2025, Springer Science + Business Media

    Professor Benedita Malheiro, Professor Manuel F Silva

  17. Unraveling Emotions With Pre-Trained Models

    Article • IEEE Access, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Benedita Malheiro

  18. Exposing and explaining fake news on-the-fly

    Article • Machine Learning, April 2024, Springer Science + Business Media

    Professor Benedita Malheiro

  19. Balancing Plug-In for Stream-Based Classification

    Article • January 2024, Springer Science + Business Media

    Professor Benedita Malheiro

  20. Citizen Engagement in Urban Planning – An EPS@ISEP 2022 Project

    Article • January 2024, Springer Science + Business Media

    Professor Benedita Malheiro, Professor Manuel F Silva

  21. Emotional Evaluation of Open-Ended Responses with Transformer Models

    Article • January 2024, Springer Science + Business Media

    Professor Benedita Malheiro

  22. Explainable Classification of Wiki Streams

    Article • January 2024, Springer Science + Business Media

    Professor Benedita Malheiro

  23. Smart Stress Relief – An EPS@ISEP 2022 Project

    Article • January 2024, Springer Science + Business Media

    Professor Benedita Malheiro, Professor Manuel F Silva

  24. Cattle Monitoring Blimp – An EPS@ISEP 2023 Project

    Article • January 2024, Springer Science + Business Media

    Professor Manuel F Silva, Professor Benedita Malheiro

  25. Smart Adjustable Furniture – An EPS@ISEP 2023 Project

    Article • January 2024, Springer Science + Business Media

    Professor Manuel F Silva, Professor Benedita Malheiro

  26. Raising Awareness to Waste Collection and Recycling in Urban Spaces – An EPS@ISEP 2023 Project

    Article • January 2024, Springer Science + Business Media

    Professor Benedita Malheiro, Professor Manuel F Silva

  27. Smart Supermarket Cart – An EPS@ISEP 2023 Project

    Article • January 2024, Springer Science + Business Media

    Professor Benedita Malheiro, Professor Manuel F Silva

  28. Online Detection and Infographic Explanation of Spam Reviews with Data Drift Adaptation

    Article • Informatica, January 2024, Vilnius University Press

    Professor Benedita Malheiro

  29. Towards adaptive and transparent tourism recommendations: A survey

    Article • Expert Systems, July 2023, Wiley

    Professor Benedita Malheiro

  30. Insect Farming – An EPS@ISEP 2022 Project

    Article • January 2023, Springer Science + Business Media

    Professor Manuel F Silva, Professor Benedita Malheiro

  31. Urban Exploration Game – An EPS@ISEP 2022 Project

    Article • January 2023, Springer Science + Business Media

    Professor Manuel F Silva, Professor Benedita Malheiro

  32. Interpretable Classification of Wiki-Review Streams

    Article • IEEE Access, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Benedita Malheiro

  33. Simulation, modelling and classification of wiki contributors: Spotting the good, the bad, and the ugly

    Article • Simulation Modelling Practice and Theory, November 2022, Elsevier

    Professor Benedita Malheiro

  34. Telco customer top‐ups: Stream‐based multi‐target regression

    Article • Expert Systems, July 2022, Wiley

    Professor Benedita Malheiro

  35. TEACHING EMBEDDED/IOT TO ALL ENGINEERS

    Article • July 2022, IATED Academy, S.L.

    Professor Manuel F Silva, Professor Benedita Malheiro

  36. THE EPS@ISEP PROGRAMME: A GLOBALISATION AND INTERNATIONALISATION EXPERIENCE

    Article • July 2022, IATED Academy, S.L.

    Professor Manuel F Silva, Professor Benedita Malheiro

  37. Active Learning Strategies for Sustainable Engineering

    Article • March 2022, IGI Global

    Professor Manuel F Silva, Professor Benedita Malheiro

  38. European Project Semester

    Article • March 2022, IGI Global

    Professor Benedita Malheiro

  39. Handbook of Research on Improving Engineering Education With the European Project Semester

    Article • March 2022, IGI Global

    Professor Benedita Malheiro

  40. Learning Engineering Ethics

    Article • March 2022, IGI Global

    Professor Benedita Malheiro

  41. Floating Trash Collector - An EPS@ISEP 2020 Project

    Article • January 2022, Springer Science + Business Media

    Professor Manuel F Silva, Professor Benedita Malheiro

  42. Foldable Disaster Shelter - An EPS@ISEP 2020 Project

    Article • January 2022, Springer Science + Business Media

    Professor Manuel F Silva, Professor Benedita Malheiro

  43. Smart Pedestrian Crossing - An EPS@ISEP 2020 Project

    Article • January 2022, Springer Science + Business Media

    Professor Manuel F Silva, Professor Benedita Malheiro

  44. Explanation Plug-In for Stream-Based Collaborative Filtering

    Article • January 2022, Springer Science + Business Media

    Professor Benedita Malheiro

  45. Personalised Combination of Multi-Source Data for User Profiling

    Article • January 2022, Springer Science + Business Media

    Professor Benedita Malheiro

  46. Smart Contracts for the CloudAnchor Platform

    Article • January 2022, Springer Science + Business Media

    Professor Benedita Malheiro

  47. Stream-based explainable recommendations via blockchain profiling

    Article • Integrated Computer-Aided Engineering, December 2021, IOS Press

    Professor Benedita Malheiro

  48. Hyperparameter self-tuning for data streams

    Article • Information Fusion, December 2021, Elsevier

    Professor Benedita Malheiro

  49. Sustainable Food Production Through Vermicomposting – An EPS@ISEP 2021 Project

    Article • October 2021, ACM (Association for Computing Machinery)

    Professor Benedita Malheiro, Professor Manuel F Silva

  50. Reconfigurable and Ergonomic Smart Desk – An EPS@ISEP 2021 Project

    Article • October 2021, ACM (Association for Computing Machinery)

    Professor Benedita Malheiro, Professor Manuel F Silva

  51. Crowd Orchestration – An EPS@ISEP 2021 Project

    Article • October 2021, ACM (Association for Computing Machinery)

    Professor Benedita Malheiro, Professor Manuel F Silva

  52. Design, Modeling, and Simulation of a Wing Sail Land Yacht

    Article • Applied Sciences, March 2021, MDPI AG

    Professor Manuel F Silva, Professor Benedita Malheiro

  53. Classification and Recommendation With Data Streams

    Article • January 2021, IGI Global

    Professor Benedita Malheiro

  54. Elderly Monitoring – An EPS@ISEP 2020 Project

    Article • January 2021, Springer Science + Business Media

    Professor Manuel F Silva, Professor Benedita Malheiro

  55. Smart Bicycle Probe – An EPS@ISEP 2020 Project

    Article • January 2021, Springer Science + Business Media

    Professor Manuel F Silva, Professor Benedita Malheiro

  56. The MopBot Cleaning Robot – An EPS@ISEP 2020 Project

    Article • January 2021, Springer Science + Business Media

    Professor Manuel F Silva, Professor Benedita Malheiro

  57. Crowdsourced Data Stream Mining for Tourism Recommendation

    Article • January 2021, Springer Science + Business Media

    Professor Benedita Malheiro

  58. Towards Top-Up Prediction on Telco Operators

    Article • January 2021, Springer Science + Business Media

    Professor Benedita Malheiro

  59. Responsible processing of crowdsourced tourism data

    Article • Journal of Sustainable Tourism, July 2020, Taylor & Francis

    Professor Benedita Malheiro

  60. Sail Car—An EPS©ISEP 2019 Project

    Article • April 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Benedita Malheiro, Professor Manuel F Silva

  61. A 2020 perspective on “Online guest profiling and hotel recommendation”

    Article • Electronic Commerce Research and Applications, February 2020, Elsevier

    Professor Benedita Malheiro

  62. A 2020 perspective on “Scalable modelling and recommendation using wiki-based crowdsourced repositories:” Fairness, scalability, and real-time recommendation

    Article • Electronic Commerce Research and Applications, February 2020, Elsevier

    Professor Benedita Malheiro

  63. Trust and Reputation Smart Contracts for Explainable Recommendations

    Article • January 2020, Springer Science + Business Media

    Professor Benedita Malheiro

  64. Impact of Trust and Reputation Based Brokerage on the CloudAnchor Platform

    Article • January 2020, Springer Science + Business Media

    Professor Benedita Malheiro

  65. Airfoil Selection and Wingsail Design for an Autonomous Sailboat

    Article • November 2019, Springer Science + Business Media

    Professor Benedita Malheiro, Professor Manuel F Silva

  66. Smart Companion Pillow – An EPS@ISEP 2019 Project

    Article • November 2019, Springer Science + Business Media

    Professor Benedita Malheiro, Professor Manuel F Silva

  67. Solar Dehydrator

    Article • October 2019, ACM (Association for Computing Machinery)

    Professor Benedita Malheiro, Professor Manuel F Silva

  68. Waste to Fungi

    Article • October 2019, ACM (Association for Computing Machinery)

    Professor Benedita Malheiro, Professor Manuel F Silva

  69. Rigid wing sailboats: A state of the art survey

    Article • Ocean Engineering, September 2019, Elsevier

    Professor Benedita Malheiro, Professor Manuel F Silva

  70. Learning Engineering with EPS@ISEP: Developing Projects for Smart Sustainable Cities

    Article • International Journal of Engineering Pedagogy (iJEP), August 2019, International Association of Online Engineering (IAOE)

    Professor Benedita Malheiro, Professor Manuel F Silva

  71. Promoting ethical practices in engineering undergraduates

    Article • July 2019, CLAWAR Association Limited

    Professor Benedita Malheiro

  72. DEVELOPING SKILLS IN ENGINEERING CAPSTONE PROJECTS WITH LOW-COST MICROCONTROLLER SOLUTIONS: THE EPS@ISEP EXPERIENCE

    Article • July 2019, IATED Academy, S.L.

    Professor Benedita Malheiro, Professor Manuel F Silva

  73. DataTV 2019: 1st International Workshop on Data-Driven Personalisation of Television

    Article • June 2019, ACM (Association for Computing Machinery)

    Professor Benedita Malheiro

  74. Fostering Professional Competencies in Engineering Undergraduates with EPS@ISEP

    Article • Education Sciences, May 2019, MDPI AG

    Professor Manuel F Silva, Professor Benedita Malheiro

  75. On-line guest profiling and hotel recommendation

    Article • Electronic Commerce Research and Applications, March 2019, Elsevier

    Professor Benedita Malheiro

  76. Scalable modelling and recommendation using wiki-based crowdsourced repositories

    Article • Electronic Commerce Research and Applications, January 2019, Elsevier

    Professor Benedita Malheiro

  77. Self Hyper-parameter Tuning for Stream Recommendation Algorithms

    Article • January 2019, Springer Science + Business Media

    Professor Benedita Malheiro

  78. Multipurpose Urban Sensing Equipment—An EPS@ISEP 2018 Project

    Article • January 2019, Springer Science + Business Media

    Professor Benedita Malheiro, Professor Manuel F Silva

  79. Vertical Farming—An EPS@ISEP 2018 Project

    Article • January 2019, Springer Science + Business Media

    Professor Benedita Malheiro, Professor Manuel F Silva

  80. Water Intellibuoy—An EPS@ISEP 2018 Project

    Article • January 2019, Springer Science + Business Media

    Professor Benedita Malheiro, Professor Manuel F Silva

  81. Engineering Education for Sustainable Development: The European Project Semester Approach

    Article • IEEE Transactions on Education, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Manuel F Silva, Professor Benedita Malheiro

  82. Incremental Hotel Recommendation with Inter-guest Trust and Similarity Post-filtering

    Article • January 2019, Springer Science + Business Media

    Professor Benedita Malheiro

  83. Distributed Trust & Reputation Models using Blockchain Technologies for Tourism Crowdsourcing Platforms

    Article • Procedia Computer Science, January 2019, Elsevier

    Professor Benedita Malheiro

  84. Analysis and prediction of hotel ratings from crowdsourced data

    Article • Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery, December 2018, Wiley

    Professor Benedita Malheiro

  85. Scalable data analytics using crowdsourced repositories and streams

    Article • Journal of Parallel and Distributed Computing, December 2018, Elsevier

    Professor Benedita Malheiro

  86. Collaborative Learning with Sustainability-driven Projects: A Summary of the EPS@ISEP Programme

    Article • International Journal of Engineering Pedagogy (iJEP), June 2018, International Association of Online Engineering (IAOE)

    Professor Manuel F Silva, Professor Benedita Malheiro

  87. APASail—An Agent-Based Platform for Autonomous Sailing Research and Competition

    Article • January 2018, Springer Science + Business Media

    Professor Benedita Malheiro

  88. Personalised Dynamic Viewer Profiling for Streamed Data

    Article • January 2018, Springer Science + Business Media

    Professor Benedita Malheiro

  89. Trust and Reputation Modelling for Tourism Recommendations Supported by Crowdsourcing

    Article • January 2018, Springer Science + Business Media

    Professor Benedita Malheiro

  90. Context-aware tourism technologies

    Article • The Knowledge Engineering Review, January 2018, Cambridge University Press

    Professor Benedita Malheiro

  91. Self Hyper-Parameter Tuning for Data Streams

    Article • January 2018, Springer Science + Business Media

    Professor Benedita Malheiro

  92. Outdoor Intelligent Shader: An EPS@ISEP 2018 Project

    Article • January 2018, ACM (Association for Computing Machinery)

    Professor Manuel F Silva, Professor Benedita Malheiro

  93. Escargot Nursery – An EPS@ISEP 2017 Project

    Article • December 2017, Springer Science + Business Media

    Professor Manuel F Silva, Professor Benedita Malheiro

  94. Wearable UV Meter – An EPS@ISEP 2017 Project

    Article • December 2017, Springer Science + Business Media

    Professor Manuel F Silva, Professor Benedita Malheiro

  95. Trust-based Modelling of Multi-criteria Crowdsourced Data

    Article • Data Science and Engineering, September 2017, Springer Science + Business Media

    Professor Benedita Malheiro

  96. BACK MATTER

    Article • August 2017, World Scientific Pub Co Pte Lt

    Professor Manuel F Silva, Professor Benedita Malheiro

  97. FRONT MATTER

    Article • August 2017, World Scientific Pub Co Pte Lt

    Professor Manuel F Silva, Professor Benedita Malheiro

  98. Semantic Profiling and Destination Recommendation based on Crowd-sourced Tourist Reviews

    Article • June 2017, Springer Science + Business Media

    Professor Benedita Malheiro

  99. In-Programme Personalization for Broadcast

    Article • June 2017, ACM (Association for Computing Machinery)

    Professor Benedita Malheiro

  100. Profiling And Rating Prediction From Multi-Criteria Crowd-Sourced Hotel Ratings

    Article • May 2017, European Council for Modeling and Simulation

    Professor Benedita Malheiro

  101. Colour drawing robot to introduce young generations to the world of STEM

    Article • January 2017, Springer Science + Business Media

    Professor Benedita Malheiro, Professor Manuel F Silva

  102. Didactic fish like robot targeting young children between the ages of five and ten years old

    Article • January 2017, Springer Science + Business Media

    Professor Benedita Malheiro, Professor Manuel F Silva

  103. Prediction and Analysis of Hotel Ratings from Crowd-Sourced Data

    Article • January 2017, Springer Science + Business Media

    Professor Benedita Malheiro

  104. Renegotiation of Electronic Brokerage Contracts

    Article • January 2017, Springer Science + Business Media

    Professor Benedita Malheiro

  105. TourismShare

    Article • January 2017, Springer Science + Business Media

    Professor Benedita Malheiro

  106. Personalised fading for stream data

    Article • January 2017, ACM (Association for Computing Machinery)

    Professor Benedita Malheiro

  107. Balcony Greenhouse

    Article • January 2017, ACM (Association for Computing Machinery)

    Professor Manuel F Silva, Professor Benedita Malheiro

  108. Self-Oriented Solar Mirror

    Article • January 2017, ACM (Association for Computing Machinery)

    Professor Manuel F Silva, Professor Benedita Malheiro

  109. Design of sustainable domes in the context of EPS@ISEP

    Article • November 2016, ACM (Association for Computing Machinery)

    Professor Benedita Malheiro, Professor Manuel F Silva

  110. Educating global engineers with EPS@ISEP: The “pet tracker” project experience

    Article • October 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Benedita Malheiro, PhD Nidia S Caetano, Professor Manuel F Silva

  111. CloudAnchor: Agent-Based Brokerage of Federated Cloud Resources

    Article • January 2016, Springer Science + Business Media

    Professor Benedita Malheiro

  112. Analysis and Visualisation of Crowd-sourced Tourism Data

    Article • January 2016, ACM (Association for Computing Machinery)

    Professor Benedita Malheiro

  113. Collaborative Filtering with Semantic Neighbour Discovery

    Article • January 2016, Springer Science + Business Media

    Professor Benedita Malheiro

  114. Developing an aquaponics system to learn sustainability and social compromise skills

    Article • Journal of Technology and Science Education, December 2015, Omnia Publisher SL

    Professor Benedita Malheiro, Professor Manuel F Silva

  115. Learning sustainability by developing a solar dryer for microalgae retrieval

    Article • Journal of Technology and Science Education, December 2015, Omnia Publisher SL

    Professor Benedita Malheiro, Professor Manuel F Silva, PhD Nidia S Caetano

  116. Design and implementation of a biologically inspired flying robot an EPS@ISEP 2014 spring project

    Article • October 2015, ACM (Association for Computing Machinery)

    Professor Benedita Malheiro, Professor Manuel F Silva, PhD Nidia S Caetano

  117. Development of biomimetic robots in the EPS engineering programme capstone project

    Article • October 2015, ACM (Association for Computing Machinery)

    Professor Benedita Malheiro, Professor Manuel F Silva

  118. Towards Active Course Marks for Autonomous Sailing Competitions

    Article • January 2015, Springer Science + Business Media

    Professor Benedita Malheiro, Professor Manuel F Silva

  119. A Multi–Agent Brokerage Platform for Media Content Recommendation

    Article • International Journal of Applied Mathematics and Computer Science, January 2015, De Gruyter

    Professor Benedita Malheiro

  120. Media Brokerage: Agent-Based SLA Negotiation

    Article • January 2015, Springer Science + Business Media

    Professor Benedita Malheiro

  121. Design and development of a solar dryer for microalgae retrieval an EPS@ISEP 2013 spring project

    Article • January 2015, ACM (Association for Computing Machinery)

    Professor Benedita Malheiro, Professor Manuel F Silva, PhD Nidia S Caetano

  122. Aquaponics system an EPS@ISEP 2014 spring project

    Article • January 2015, ACM (Association for Computing Machinery)

    Professor Benedita Malheiro, Professor Manuel F Silva

  123. Design and implementation of a biologically inspired swimming robot an EPS@ISEP 2014 spring project

    Article • January 2015, ACM (Association for Computing Machinery)

    Professor Benedita Malheiro, Professor Manuel F Silva, PhD Nidia S Caetano

  124. European Project Semester at ISEP

    Article • European Journal of Engineering Education, November 2014, Taylor & Francis

    Professor Benedita Malheiro, Professor Manuel F Silva

  125. ErasmusApp: A Location-Based Collaborative System for Erasmus Students

    Article • January 2014, Springer Science + Business Media

    Professor Benedita Malheiro

  126. Smart Object for 3D Interaction

    Article • January 2014, Springer Science + Business Media

    Professor Benedita Malheiro, PhD Nidia S Caetano, Professor Manuel F Silva

  127. Integrated Management of IaaS Resources

    Article • January 2014, Springer Science + Business Media

    Professor Benedita Malheiro

  128. The European project semester at ISEP learning to learn engineering

    Article • October 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Benedita Malheiro, Professor Manuel F Silva

  129. Personalised Advertising Supported by Agents

    Article • January 2013, Springer Science + Business Media

    Professor Benedita Malheiro

  130. Personalised placement in networked video

    Article • April 2012, ACM (Association for Computing Machinery)

    Professor Benedita Malheiro

  131. RemoteLabs Platform

    Article • International Journal of Online Engineering (iJOE), March 2012, International Association of Online Engineering (IAOE)

    Professor Benedita Malheiro

  132. Dynamic Personalisation of Media Content

    Article • December 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Benedita Malheiro

  133. Reason Maintenance Systems: Tools for Foundations‐Based Belief Revision

    Article • September 2008, Wiley

    Professor Benedita Malheiro

  134. Argumentation as Distributed Belief Revision: Conflict Resolution in Decentralised Co-operative Multi-agent Systems

    Article • January 2001, Springer Science + Business Media

    Professor Benedita Malheiro

  135. Solving Conflicting Beliefs with a Distributed Belief Revision Approach

    Article • January 2000, Springer Science + Business Media

    Professor Benedita Malheiro

  136. Environmental decision support

    Article • January 1997, ACM (Association for Computing Machinery)

    Professor Benedita Malheiro

  137. Intelligent Distributed Environmental Decision Support System

    Article • January 1996, Springer Science + Business Media

    Professor Benedita Malheiro

  138. Consistency and context management in a multi-agent belief revision testbed

    Article • January 1996, Springer Science + Business Media

    Professor Benedita Malheiro

  139. An Intelligent Distributed System for Environmental Management

    Article • January 1995, Springer Science + Business Media

    Professor Benedita Malheiro

  140. An internet DGPS service for precise outdoor navigation

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Professor Benedita Malheiro

  141. Federated IaaS Resource Brokerage

    Article • IGI Global

    Professor Benedita Malheiro