Information Management Research Center (MagIC) - NOVA Information Management School

Research output

Research output per year 2000 2018 2019 2020 2021 2022 2023 2024 2025

• 916 Article
• 439 Conference contribution
• 103 Chapter
• 70 Review article
• 285 More
  • 34 Book
  • 30 Doctoral Thesis
  • 24 Poster
  • 22 Meeting Abstract
  • 22 Editorial
  • 20 Preprint
  • 19 Conference article
  • 16 Working paper
  • 15 Comment/debate
  • 11 Abstract
  • 9 Paper
  • 9 Special issue
  • 8 Other report
  • 8 Literature review
  • 7 Commissioned report
  • 5 Entry for encyclopedia/dictionary
  • 5 Other chapter contribution
  • 5 Other contribution
  • 4 Letter
  • 4 Digital or Visual Products
  • 3 Foreword/postscript
  • 3 Web publication/site
  • 1 Patent
  • 1 Discussion paper

Research output per year

Research output per year

Search results

• 2024

  A Conceptual Architecture for Building Intelligent Applications for Cognitive Support in Dementia Care

  Silva, A. B. & Santos, V., 16 May 2024, Good Practices and New Perspectives in Information Systems and Technologies: WorldCIST 2024. Rocha, Á., Adeli, H., Dzemyda, G., Moreira, F. & Poniszewska-Maranda, A. (eds.). Cham, Switzerland: Springer Nature Switzerland AG, Vol. 6. p. 229-238 10 p. (Lecture Notes in Networks and Systems; vol. 6).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Intelligent buildings 100%
  • Aging of materials 65%
  • Screening 25%
  • Brain 22%
  • Health 19%

• Acoustic Technology for Maritime Surveillance: Insights from Experimental Exercises

  Dias, A. R., Santos, N. P. & Lobo, V., 24 Sept 2024, OCEANS 2024 - Singapore. Institute of Electrical and Electronics Engineers (IEEE), 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• AI (vs. Human) Recommendation on Luxury Services

  Gonçalves, A. R., Pinto, D. C., Shuqair, S., Imanbay, A. & Mattila, A. S., 16 Mar 2024, Bringing the Soul Back to Marketing: Proceedings of the 2023 AMS World Marketing Congress, Canterbury, UK, July 11–14, 2023. Jeseo, V. & Allen, J. (eds.). Cham, Switzerland: Springer Nature Switzerland AG, p. 121-131 11 p. (Developments in Marketing Science: Proceedings of the Academy of Marketing Science).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Luxury 100%
  • Artificial Intelligence 97%
  • Willingness to Accept 35%
  • Uniqueness 26%
  • Dilution 17%

• A Review of Big Data and Machine Learning Operations in Official Statistics: MLOps and Feature Store Adoption

  Nunes, C. & Ashofteh, A., Jul 2024, 2024 IEEE 48th Annual Computers, Software, and Applications Conference: COMPSAC 2024. Shahriar, H., Ohsaki, H., Sharmin, M., Towey, D., Majumder, AKM. J. A., Hori, Y., Yang, J-J., Takemoto, M., Sakib, N., Banno, R. & Ahamed, S. I. (eds.). Institute of Electrical and Electronics Engineers (IEEE), p. 711-718 8 p. (Proceedings of the IEEE Annual Computer Software and Applications Conference).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Big data 100%
  • Statistics 83%
  • Machine learning 81%
  • Data Science 29%
  • Quality assurance 23%

• ChatGPT in exam rooms: preliminary insights into student performance with and without AI assistance

  Pesovski, I., Santos, R., Henriques, R. & Trajkovik, V., Jul 2024, 16th International Conference on Education and New Learning Technologies 1-3 July, 2024 Palma, Spain. Chova, L. G., Martínez, C. G. & Lees, J. (eds.). Valencia, Spain: IATED Academy, p. 5908-5914 7 p. (EDULEARN24 Proceedings; no. 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File
  11 Downloads (Pure)

• Collaborative Innovation in Energy: Integrating Design Thinking for Sustainable Product Development

  Victorino, G., Jul 2024, Proceedings of the First International Conference on Sustainable Energy Education (SEED 2024). Plaza, E. D. L. P., Blázquez-Soriano, A., Wang, R. & Sereni, A. (eds.). Valencia: Editorial Universitat Politècnica de València, p. 395-402 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

  • Sustainable Product 100%
  • Product Development 67%
  • Energy Sector 63%
  • Energy 62%
  • Innovation 61%
  27 Downloads (Pure)

• Data-Driven Decision-Making: Customizing Agile Development Application in ServiceNow for Enhanced Management Insights

  Saenger, R. & Santos, V., 3 Oct 2024, MCIS 2024 Proceedings. AISEL, 16 p. 46

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

• Development of an Autonomous Surface System for Permanent and Persistent Monitoring of Vehicles in the Water Column

  Gomes, R. F. M., Fernandes, P. C. & Lobo, V., 27 Apr 2024, Robot 2023: Sixth Iberian Robotics Conference: Advances in Robotics. Marques, L., Santos, C., Lima, J. L., Tardioli, D. & Ferre, M. (eds.). Gewerbestrasse, Cham, Switzerland: Springer Nature Switzerland AG, Vol. 2. p. 186-197 12 p. (Lecture Notes in Networks and Systems; vol. 978).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Command and control systems 100%
  • Industry 4.0 87%
  • Monitoring 79%
  • Water 76%
  • Static analysis 73%

• Does Smart Service Recovery Harm Customer Orientation: A Feeling Economy Perspective [abstract]

  Carrilho, M. G., Wagner, R. L., Pinto, D. C., González, H. & Akdim, K., 28 May 2024, Proceedings of the European Marketing Academy. European Marketing Academy (EMAC), p. 1-2 2 p. 119606

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

• Drivers of long-term work from home adoption in small and medium-sized enterprises: A managerial perspective

  Röpke, A-K. & Naranjo-Zolotov, M., 14 Feb 2024, Information Systems and Technologies: WorldCIST 2023, Volume 2. Rocha, Á., Adeli, H., Dzemyda, G., Moreira, F. & Colla, V. (eds.). Gewerbestrasse, Cham: Springer, Vol. 2. p. 198-207 10 p. (Lecture Notes in Networks and Systems; vol. 800).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Small and Medium-sized Enterprises (SMEs) 100%
  • Managers 60%
  • Task Characteristics 44%
  • Labour Market 37%
  • Organizational Characteristics 35%

• Enhancing portfolio optimization with machine learning methods: A comparative study using commodity markets data

  Raimundo, B. & Bravo, J. M., 3 Oct 2024, MCIS 2024 Proceedings. AISEL, 16 p. 39

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File
  3 Downloads (Pure)

• Exploring potential drivers of citizen’s acceptance of artificial intelligence use in e-government

  Moreira, J. & Naranjo-Zolotov, M., 14 Feb 2024, Information Systems and Technologies: WorldCIST 2023. Rocha, Á., Adeli, H., Dzemyda, G., Moreira, F. & Colla, V. (eds.). Springer, Vol. 3. p. 336-345 10 p. (Lecture Notes in Networks and Systems; vol. 801).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • e-government 100%
  • Artificial intelligence 67%
  • Public administration 15%
  • Information technology 9%

• Framing the Forest: A Comparative Analysis of Google Earth Engine Classifiers for Accurate Species Extraction

  Monteiro, L., Almeida, B., Duarte, B. & Cabral, P., 12 Aug 2024, Recent Developments in Geospatial Information Sciences: Selected papers from IGISc 2023. Carlos-Martinez, H., Tapia-McClung, R., Moctezuma-Ochoa, D. A. & Alegre-Mondragón, A. J. (eds.). Gewerbestrasse, Cham: Springer Nature Switzerland AG, p. 159-171 13 p. (Lecture Notes in Geoinformation and Cartography).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• From Regret to Subscription: The Consequences of AI Classification Failures on Streaming Platforms

  Gonçalves, A. R., Pinto, D. C. & González, H., 28 May 2024, Proceedings of the European Marketing Academy. European Marketing Academy (EMAC), p. 1-10 10 p. 119370

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File
  1 Downloads (Pure)

• Full Inclusive Genetic Programming

  Marchetti, F., Castelli, M., Bakurov, I. & Vanneschi, L., 2024, 2024 IEEE Congress on Evolutionary Computation (CEC). Danvers, Massachusetts: Institute of Electrical and Electronics Engineers (IEEE), p. 1-8 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Genetic programming 100%

• GM4OS: An Evolutionary Oversampling Approach for Imbalanced Binary Classification Tasks

  Farinati, D. & Vanneschi, L., 21 Apr 2024, Applications of Evolutionary Computation: 27th European Conference, EvoApplications 2024, Held as Part of EvoStar 2024, Aberystwyth, UK, April 3–5, 2024, Proceedings, Part I. Smith, S., Correia, J. & Cintrano, C. (eds.). Cham, Switzerland: Springer Nature Switzerland AG, Vol. 1. p. 68-82 15 p. (Lecture Notes in Computer Science; vol. 14634).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Linear regression 100%
  • Hinges 51%
  • Genomics 51%
  • Learning algorithms 41%
  • Machine learning 36%

• Knowledge Management Capabilities on Perceived Performance in IT SMEs: A Bibliometric Analysis

  Martins, J., Bravo, J. M. & Martins, J. D. M., 3 Oct 2024, MCIS 2024 Proceedings. AISEL, 17 p. 29

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File
  1 Downloads (Pure)

• M6GP: Multiobjective Feature Engineering

  Batista, J. E., Rodrigues, N. M., Vanneschi, L. & Silva, S., 2024, 2024 IEEE Congress on Evolutionary Computation (CEC). Danvers, Massachusetts: Institute of Electrical and Electronics Engineers (IEEE), p. 1-8 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Micro-Level Insights into the Impact of R&D Tax Credits on Firm Behavior in the Portuguese Services Industry

  Paredes, A. & Damásio, B., 12 Sept 2024, Ninth International Scientific-Business Conference LIMEN 2023 Conference Proceedings. Bevanda, V. (ed.). Belgrade, Serbia: Association of Economists and Managers of the Balkans — UdEkoM Balkan, p. 201-207 7 p. (International Scientific-Business Conference LIMEN Leadership, innovation, management and economics: Integrated politics of research).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File
  2 Downloads (Pure)

• Multidimensional and Multilingual Emotional Analysis

  Aparício, S., Aparício, J. T. & Aparício, M., 15 Feb 2024, Information Systems and Technologies: WorldCIST 2023, Volume 4. Rocha, Á., Adeli, H., Dzemyda, G., Moreira, F. & Colla, V. (eds.). Gewerbestrasse, Cham: Springer, Vol. 4. p. 13-22 10 p. (Lecture Notes in Networks and Systems; vol. 802).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Machine learning 100%

• New Type of Teammates: A Systematic Review on AI and Generative AI [abstract]

  Vorobeva, D., Voyer, B., Pinto, D. C. & González, H., 25 Sept 2024, Proceedings of the European Marketing Academy. European Marketing Academy (EMAC), p. 1-2 2 p. 122554

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File
  6 Downloads (Pure)

• Organisational privacy ethical care and its influence on consumer responses in smart retailing: a comparison of different generations [abstract]

  Rohden, S. F. & Espartel, L. B., 28 May 2024, Proceedings of the European Marketing Academy. European Marketing Academy (EMAC), p. 1-2 2 p. 119727

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File
  1 Downloads (Pure)

• Patterns of (dis)agreement: revealing differences in perceived neighborhood boundaries in Lisbon

  Tang, V. & Painho, M., 30 May 2024, Proceedings of the 27th AGILE Conference on Geographic Information Science, 2024. Heppenstall, A., Wang, M., Demsar, U., Lemmens, R. & Yao, J. (eds.). Copernicus Publications, Vol. 5. p. 1-8 8 p. 44. (AGILE: GIScience Series (AGILE GISS); vol. 5).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

  • resident 100%
  • population development 47%
  • Tourism 40%
  • jurisdiction 39%
  • geography 35%
  13 Downloads (Pure)

• Predicting bootcamp success: using regression to leverage preparatory course data for tech career transitions

  Santos, R., Pesovski, I., Henriques, R. & Trajkovik, V., Jul 2024, 16th International Conference on Education and New Learning Technologies 1-3 July, 2024 Palma, Spain. Chova, L. G., Martínez, C. G. & Lees, J. (eds.). Valencia, Spain: IATED Academy, p. 6181-6190 10 p. (EDULEARN24 Proceedings; no. 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File
  15 Downloads (Pure)

• SLIM_GSGP: The Non-bloating Geometric Semantic Genetic Programming

  Vanneschi, L., 28 Mar 2024, Genetic Programming: 27th European Conference, EuroGP 2024, Held as Part of EvoStar 2024 Aberystwyth, UK, April 3–5, 2024 Proceedings. Giacobini, M., Xue, B. & Manzoni, L. (eds.). Cham, Switzerland: Springer Nature Switzerland AG, p. 125-141 17 p. (Lecture Notes in Computer Science; vol. 14631).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Genetic programming 100%
  • Semantics 58%
  • Supervised learning 6%
  • Learning algorithms 4%
  2 Citations (Scopus)

• SMEs recruitment processes supported by Artificial Intelligence: A position paper

  Trovão, H., São Mamede, H., Trigo, P. & Santos, V., 29 Feb 2024, Proceedings of World Conference on Information Systems for Business Management: ISBM 2023, Volume 2. Iglesias, A., Shin, J., Patel, B. & Joshi, A. (eds.). Singapore: Springer Singapore, Vol. 2. p. 179-191 13 p. (Lecture Notes in Networks and Systems; vol. 834).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Small and Medium-sized Enterprises (SMEs) 100%
  • Artificial Intelligence 66%
  • Human Resources 34%
  • Recruitment and Selection 11%
  • Organizational Resources 10%

• Social Media Use: How Does Critical Consumption of News Impact Voting Persuasion in Angola?

  Silva, I. & Naranjo-Zolotov, M., 16 May 2024, Good Practices and New Perspectives in Information Systems and Technologies: WorldCIST 2024, Volume 5. Rocha, Á., Adeli, H., Dzemyda, G., Moreira, F. & Poniszewska-Maranda, A. (eds.). Cham, Switzerland: Springer Nature Switzerland AG, Vol. 5. p. 45-55 11 p. (Lecture Notes in Networks and Systems; vol. 989).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Angola 100%
  • persuasion 83%
  • voting 68%
  • social media 62%
  • news 58%

• Striking a balance: Information sensitivity in smart retailing and consumer responses

  Espartel, L. B. & Rohden, S. F., 25 Sept 2024, Proceedings of the European Marketing Academy. European Marketing Academy (EMAC), p. 1-11 11 p. 122553

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File
  1 Downloads (Pure)

• Systematic Needs Analysis of Advanced Digital Skills for Postgraduate Computing Education: The DIGITAL4Business Case

  Somers, C., Feenan, D., Fitzgerald, D., Henriques, R., Martignoni, M., Parletta, D. A., Cibin, E., Chis, A. E. & González-Vélez, H., 2 Jul 2024, Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium and Blue Sky: 25th International Conference, AIED 2024, Recife, Brazil, July 8–12, 2024, Proceedings, Part 1. Olney, A. M., Chounta, I-A., Liu, Z., Santos, O. C. & Bittencourt, I. I. (eds.). Cham, Switzerland: Springer Nature Switzerland AG, Vol. 1. p. 179-191 13 p. (Communications in Computer and Information Science; vol. 2150).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Education 100%
  • Digital Transformation 98%
  • Artificial Intelligence 86%
  • Digital Divide 68%
  • Small and Medium-sized Enterprises (SMEs) 65%
  1 Citation (Scopus)

• The Feeling Economy in Healthcare: Satisfaction with Conversational AI [abstract]

  Girão Carrilho, M. & Pinto, D. C., 25 Sept 2024, Proceedings of the European Marketing Academy. European Marketing Academy (EMAC), p. 1-2 2 p. 12268

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

• The Game of Recourse: Simulating Algorithmic Recourse over Time to Improve Its Reliability and Fairness

  Bell, A., Fonseca, J. & Stoyanovich, J., 9 Jun 2024, SIGMOD-Companion ’24: Companion of the 2024 International Conference on Management of Data. Barcelo, P., Sanchez-Pi, N., Meliou, A. & Sudarshan, S. (eds.). ACM - Association for Computing Machinery, p. 464-467 4 p. (Proceedings of the ACM SIGMOD International Conference on Management Data).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File
  53 Downloads (Pure)

• The negative impact of self-idealized content on consumers’ health journey [abstract]

  Shuqair, S. & Pinto, D. C., 25 Sept 2024, Proceedings of the European Marketing Academy. European Marketing Academy (EMAC), p. 1-2 2 p. 122600

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File
  2 Downloads (Pure)

• Twenty-five years (1998-2023) of earnings disclosure with conference calls: a bibliometric review focusing on artificial intelligence

  Maia, R. & Bravo, J. M., 3 Oct 2024, MCIS 2024 Proceedings. AISEL, 12 p. 38

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File
  1 Downloads (Pure)

• Uncovering soft soils with 3D Empirical Bayesian Kriging: A case study on cone penetration test data

  Viegas, J., Gallardo, A., Costa, A. C. & Marinaro, R., Oct 2024, Proceedings of the XVIII European Conference on Soil Mechanics and Geotechnical Engineering, 26–30 August 2024, Lisbon, Portugal: Geotechnical Engineering Challenges to Meet Current and Emerging Needs of Society. Guerra, N., Fernandes, M. M., Ferreira, C., Correia, A. G., Pinto, A. & Pinto, P. S. E. (eds.). Abingdon, Oxon: CRC Press, p. 917-922 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File
  6 Downloads (Pure)

• Unmanned Vehicles: A Promising Solution to Addressing Sea Pollution

  Santos, N. P., Moura, R., Antunes, T. L. & Lobo, V., 24 Sept 2024, OCEANS 2024 - Singapore. Institute of Electrical and Electronics Engineers (IEEE), 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Unveiling the Dark Side of Companies Self-Promotion of Artificial Intelligence [abstract]

  Vorobeva, D., Pinto, D. C., González, H. & António, N., 28 May 2024, Proceedings of the European Marketing Academy. European Marketing Academy (EMAC), p. 1-2 2 p. 119392

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

• Using early clickstream data to identify at-risk students in higher education: an LSTM-based approach

  Santos, R. & Henriques, R., Jul 2024, 16th International Conference on Education and New Learning Technologies 1-3 July, 2024 Palma, Spain. Chova, L. G., Martínez, C. G. & Lees, J. (eds.). Valencia, Spain: IATED Academy, p. 6216-6225 10 p. (EDULEARN24 Proceedings; no. 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File
  16 Downloads (Pure)

• Using Explainable Artificial Intelligence to Interpret Remaining Useful Life Estimation with Gated Recurrent Unit

  Baptista, M. L., Mishra, M., Henriques, E. & Prendinger, H., 5 Nov 2024, Proceedings of the Annual Conference of the Prognostics and Health Management Society, PHM. Kulkarni, C. S. & Orchard, M. E. (eds.). PHM Society, Vol. 16. p. 1-16 16 p. (Proceedings of the Annual Conference of the Prognostics and Health Management Society, PHM; vol. 16).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File
  2 Downloads (Pure)

• What Makes You Trust Digital Data Wallets? The Role of Platform Mechanisms on Trust Formation

  Keba, V., Dhillon, G., Oliveira, T., Das, R. & Trabandt, M., Aug 2024, AMCIS 2024 Proceedings. AISEL, p. 1-5 6 p. 10

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

  • Qualitative Study 100%
  • Mixed Methods 75%
  • Online Privacy 74%
  • Trust Model 62%
  • Austria 49%
  29 Downloads (Pure)

• “I would rather receive a recommendation from a voice assistant than a salesperson!”: consumer responses to interactions with artificial intelligence

  Rohden, S. F., Lopes, J. & Espartel, L. B., 25 Sept 2024, Proceedings of the European Marketing Academy. European Marketing Academy (EMAC), p. 1-11 11 p. 122654

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File
  1 Downloads (Pure)
• 2023

  A Comparison of Structural Complexity Metrics for Explainable Genetic Programming [Poster]

  Rebuli, K. B., Giacobini, M., Silva, S. & Vanneschi, L., 24 Jul 2023, GECCO '23 Companion: Proceedings of the Companion Conference on Genetic and Evolutionary Computation. Silva, S. & Paquete, L. (eds.). New York: ACM - Association for Computing Machinery, p. 539–542 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

  • Genetic Programming 100%
  • Genetic programming 83%
  • Interpretability 47%
  • Metric 47%
  • Nonlinear Operator 38%
  4 Citations (Scopus)

  111 Downloads (Pure)

• A Moral Foundations Dictionary for the European Portuguese Language: The Case of Portuguese Parliamentary Debates

  Zúquete, M., Orghian, D. & Pinheiro, F. L., 26 Jun 2023, Computational Science – ICCS 2023: 23rd International Conference, Prague, Czech Republic, July 3–5, 2023, Proceedings, Part IV. Mikyška, J., de Mulatier, C., Paszynski, M., Krzhizhanovskaya, V. V., Dongarra, J. J. & Sloot, P. M. (eds.). Cham.: Springer, Vol. Part. I. p. 421–434 14 p. (Lecture Notes in Computer Science; vol. 10476).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

  • Data Science 100%
  • Dictionary 90%
  • Text mining 85%
  • Glossaries 71%
  • Language 53%
  1 Citation (Scopus)

  42 Downloads (Pure)

• Analyzing Urban Mobility Based on Smartphone Data: The Lisbon Case Study

  Leal, D., Albuquerque, V., Dias, J. M. D. O. M. S. & Ferreira, J. C., 1 May 2023, Intelligent Transport Systems: 6th EAI International Conference, INTSYS 2022 Lisbon, Portugal, December 15–16, 2022 Proceedings. Martins, A. L., Ferreira, J. C., Tokkozhina, U. & Kocian, A. (eds.). Gewerbestrasse, Cham, Switzerland: Springer Science and Business Media Deutschland GmbH, p. 40-54 15 p. (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering; vol. 486 LNICST).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Data curation 100%
  • Data Science 79%
  • Smart city 64%
  • Cellular telephones 56%
  • Smartphones 54%

• An Integrated Approach Using Robotic Process Automation and Artificial Intelligence as Disruptive Technology for Digital Transformation

  Araújo, A., Mamede, H. S., Filipe, V. & Santos, V., 20 Apr 2023, Information Systems: 19th European, Mediterranean, and Middle Eastern Conference, EMCIS 2022 Virtual Event, December 21–22, 2022 Proceedings. Papadaki, M., Cunha, P. R. D., Themistocleous, M. & Christodoulou, K. (eds.). Springer Nature, p. 438-450 13 p. (Lecture Notes in Business Information Processing; vol. 464).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

  • Automation Process 100%
  • Disruptive Technology 91%
  • Automation 89%
  • Robotics 86%
  • Artificial Intelligence 85%
  11 Downloads (Pure)

• An Investigation of Geometric Semantic GP with Linear Scaling

  Nadizar, G., Garrow, F., Sakallioglu, B., Canonne, L., Silva, S. & Vanneschi, L., 15 Jul 2023, GECCO’23: Proceedings of the 2023 Genetic and Evolutionary Computation Conference. ACM - Association for Computing Machinery, p. 1165-1174 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

  • Genetic Programming 100%
  • Genetic programming 83%
  • Scaling 61%
  • Semantics 61%
  • Genetic Operators 19%
  2 Citations (Scopus)

  55 Downloads (Pure)

• A Review on Official Survey Item Classification for Mixed-Mode Effects Adjustment

  Ashofteh, A. & Campos, P., 8 Dec 2023, Classification and Data Science in the Digital Age. Brito, P., Dias, J. G., Lausen, B., Montanari, A. & Nugent, R. (eds.). Gewerbestrasse, Switzerland: Springer, Cham, p. 53-61 9 p. (Studies in Classification, Data Analysis, and Knowledge Organization).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

  • Mixed Mode 100%
  • Interviewing 84%
  • Adjustment 69%
  • Review 50%
  • Nonresponse Bias 39%
  5 Downloads (Pure)

• Artificial Intelligence and Decision Autonomy In Streaming Platforms

  Gonçalves, A. R., Pinto, D. C., Shuqair, S. & Mattila, A. S., 24 May 2023, Proceedings of the European Marketing Academy, 52nd. European Marketing Academy (EMAC), 11 p. 113999. (Proceedings of the European Marketing Academy).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

  • Artificial intelligence 100%
  • Decision making 82%
  63 Downloads (Pure)

• A Self-Adaptive Approach to Exploit Topological Properties of Different GAs’ Crossover Operators

  Ferreira, J., Castelli, M., Manzoni, L. & Pietropolli, G., 29 Mar 2023, Genetic Programming: 26th European Conference, EuroGP 2023 Held as Part of EvoStar 2023 Brno, Czech Republic, April 12–14, 2023 Proceedings. Pappa, G., Giacobini, M. & Vasicek, Z. (eds.). Cham, Switzerland: Springer Nature, p. 3-18 16 p. (Lecture Notes in Computer Science; vol. 13986).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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  • Crossover Operator 100%
  • Evolutionary Algorithms 82%
  • Topological Properties 69%
  • Gas 64%
  • Mathematical operators 63%
  1 Citation (Scopus)

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• A Systematic Review on Robot-Advisors in Fintech

  Martins, M. N. & Ashofteh, A., 21 Oct 2023, CAPSI 2023 Proceedings. APSI - Associação Portuguesa de Sistemas de Informação, p. 160-185 26 p. 15. (Atas da Conferência da Associação Portuguesa de Sistemas de Informação).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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  • Systematic Review 100%
  • Fintech 97%
  • Investors 84%
  • Robot 82%
  • Advisors 77%
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• Big Data for Credit Risk Analysis: Efficient Machine Learning Models Using PySpark

  Ashofteh, A., 19 Oct 2023, Statistical Modeling and Simulation for Experimental Design and Machine Learning Applications: Selected Contributions from SimStat 2019 and Invited Papers. Pilz, J., Melas, V. B. & Bathke, A. (eds.). Gewerbestrasse, Switzerland: Springer, Cham, p. 245-265 21 p. (Contributions to Statistics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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  • Risk analysis 100%
  • Big data 82%
  • Banking 69%
  • Logistic regression 67%
  • Machine learning 67%
  10 Downloads (Pure)