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Leid Zejnilovic.
Identification

Personal identification

Full name
Leid Zejnilovic

Citation names

  • Zejnilovic, Leid

Author identifiers

Ciência ID
EE18-A588-D905
ORCID iD
0000-0002-4209-4637
Google Scholar ID
https://scholar.google.com/citations?hl=en&user=MQbVSW4AAAAJ
Researcher Id
E-1125-2012

Knowledge fields

  • Social Sciences - Economics and Business

Languages

Language Speaking Reading Writing Listening Peer-review
English Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2)
Russian Elementary (A2) Upper intermediate (B2) Elementary (A2) Elementary (A2) Elementary (A2)
Albanian Beginner (A1) Intermediate (B1) Beginner (A1) Beginner (A1)
Portuguese Proficiency (C2) Proficiency (C2) Advanced (C1) Proficiency (C2) Advanced (C1)
Bosnian (Mother tongue)
French Elementary (A2) Intermediate (B1) Elementary (A2) Elementary (A2) Elementary (A2)
Spanish; Castilian Elementary (A2) Intermediate (B1) Beginner (A1) Elementary (A2) Elementary (A2)
Education
Degree Classification
2009/09/01 - 2014/10/23
Concluded
 Strategy, Entrepreneurship, and Technological Change (Doctor of Philosophy)
Carnegie Mellon University - Department of Engineering and Public Policy, United States
"Essays on User Innovation" (THESIS/DISSERTATION)
2014
Concluded
 Technological Change and Entrepeneurship (Doutoramento)
Universidade Católica Portuguesa Faculdade de Ciências Económicas e Empresariais, Portugal
"Essays on User Innovation" (THESIS/DISSERTATION)
 N/A
2012
Concluded
 Technological Change and Entrepeneurship (Master)
Carnegie Mellon University - Department of Engineering and Public Policy, United States
"N.A." (THESIS/DISSERTATION)
 N/A
2007
Concluded
 Master of information technologies (Master Universitario)
Dzemal Bijedic University - Faculty of Information Technology, Bosnia and Herzegovina
"Space exploration and path optimization in the network of mobile agents" (THESIS/DISSERTATION)
 18
2002
Concluded
 Telecommunications Engineering (Bachelor)
University of Sarajevo - Faculty of Electrical and Electronics Engineering, Bosnia and Herzegovina
"Optical links budget and introduction of intelligence to optical networks" (THESIS/DISSERTATION)
 18
Affiliation

Teaching in Higher Education

Category
Host institution 		Employer
2016/09/01 - Current Invited Assistant Professor (University Teacher) Universidade Nova de Lisboa, Portugal
2013 - 2016/06 Assistant (University Teacher) Universidade Católica Portuguesa Faculdade de Ciências Económicas e Empresariais, Portugal
2005/09/01 - 2009/08/31 Assistant (University Teacher) Dzemal Bijedic University - Faculty of Information Technology, Bosnia and Herzegovina
Dzemal Bijedic University - Faculty of Information Technology, Bosnia and Herzegovina

Positions / Appointments

Category
Host institution 		Employer
2019/09/01 - Current Academic Co-director od Data Science Knowledge Center Universidade Nova de Lisboa Nova School of Business and Economics, Portugal
2022/06/01 - 2023/01/01 Deputy Scientific Director - Open and User Innovation Knowledge Center Universidade Nova de Lisboa Nova School of Business and Economics, Portugal

Others

Category
Host institution 		Employer
2023/01/30 - Current Academic Director - Open and User Innovation Knowledge Center Universidade Nova de Lisboa Nova School of Business and Economics, Portugal
2019/06/01 - 2019/08/31 Visiting Researcher Imperial College Business School, United Kingdom
Projects

Grant

Designation Funders
2023/01/01 - Current BLOCKCHAIN.PT - AGENDA DESCENTRALIZAR PORTUGAL COM BLOCKCHAIN
C632734434-00467077
Principal investigator
Universidade NOVA de Lisboa NOVA School of Business and Economics, Portugal
 European Comission / Portuguese Government
Ongoing
2022/03 - 2024/12 European Platform for Data Science: Incubation, Learning, Operations and Network (EPSILON)
NA
Principal investigator
Universidade NOVA de Lisboa NOVA School of Business and Economics, Portugal
 European Comission
Ongoing
2018/06 - 2022/06 Data Science and Social Impact
NA
Principal investigator
Universidade NOVA de Lisboa NOVA School of Business and Economics, Portugal
 Fundação 'la Caixa'
Concluded
2020/01 - 2021/06 Developing tools for COVID-19 impact monitoring, the mobility
NA
Principal investigator
Portugal 2020
Concluded

Contract

Designation Funders
2021/12 - 2024/12 With-Africa Tourism and Hospitality Platform
NA
Principal investigator
Westmont Institute for Tourism and Hospitality
Ongoing
2021/03/29 - 2024/03/28 Inovação e Empreendedorismo para o Impacto na Saúde: <br>Criando um Sistema Resiliente, Seguro e Baseado-nas-Pessoas
PTDC/EGE-OGE/7995/2020
Universidade Católica Portuguesa, Portugal

Universidade NOVA de Lisboa NOVA School of Business and Economics, Portugal

Universidade NOVA de Lisboa, Portugal
Fundação para a Ciência e a Tecnologia
Ongoing
2018/09/01 - 2020/08/31 Revolucionando a Saúde: Capacitar os doentes através da valorização da inovação e a promoção do empreendedorismo
PTDC/EGE-OGE/32573/2017
Universidade Católica Portuguesa, Portugal

Universidade Nova de Lisboa, Portugal
Fundação para a Ciência e a Tecnologia
Ongoing
2018/09/01 - 2020/06/30 Predicting long-term unemployment: an applied approach for intelligent unemployment managemen
NA
Principal investigator
Universidade Nova de Lisboa Nova School of Business and Economics, Portugal
 Fundação para a Ciência e a Tecnologia
Ongoing
2019/01/01 - 2019/12/31 Nova School of Business and Economics
UID/ECO/00124/2019
Universidade NOVA de Lisboa, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
2019/01/01 - 2019/12/31 Católica Lisbon Unidade de Investigação em Gestão e Economia
UID/GES/00407/2019
Universidade Católica Portuguesa, Portugal

Universidade Católica Portuguesa Unidade de Investigação em Gestão e Economia, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2014/06/01 - 2018/11/30 Laboratório de Empreendedorismo, Tecnologia e Política de Inovação
CMUP-ERI/TPE/0028/2013
Carnegie Mellon University, United States

Instituto Superior Técnico Centro de Estudos de Gestão, Portugal

Universidade de Lisboa Instituto de Medicina Molecular João Lobo Antunes, Portugal

Universidade Católica Portuguesa Unidade de Investigação em Gestão e Economia, Portugal

Universidade de Lisboa Instituto Superior Técnico, Portugal

Universidade Católica Portuguesa, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2010/08/01 - 2014/01/31 O Papel dos ´Utilizadores Inovadores´ no Desenvolvimento de Novos Produtos e Serviços de Telecomunicações
CMU-PT/OUT/0014/2009
Universidade Católica Portuguesa, Portugal

Universidade Católica Portuguesa Unidade de Investigação em Gestão e Economia, Portugal

Universidade Nova de Lisboa Nova School of Business and Economics, Portugal

Universidade de Lisboa Instituto Superior Técnico, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2011/01/01 - 2012/12/31 Projecto Estratégico - UI 407 - 2011-2012
PEst-OE/EGE/UI0407/2011
Universidade Católica Portuguesa, Portugal

Universidade Católica Portuguesa Unidade de Investigação em Gestão e Economia, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
Outputs

Publications

Book chapter
  1. da Silva, R.C.; Zejnilovic, L.; Oliveira, P.. "IMPROVISATION AND BRICOLAGE: Similarities and differences between two approaches to resource scarcity1". 29-49. 2023.
  2. Zejnilovic, L.; Campos, P.; Leid Zejnilovic; Pedro Campos. "Project-Based Learning with a Social Impact: Connecting Data Science Movements, Civic Statistics, and Service-Learning". 537-562. 2023.
  3. Oliveira, Pedro; Zejnilovic, Leid; Canhão, Helena. "Challenges and Opportunities in Developing and Sharing Solutions by Patients and Caregivers: The Story of a Knowledge Commons for the Patient Innovation Project". In Governing Medical Knowledge Commons, 301-325. Boston, United States: Cambridge University Press, 2017.
    10.1017/9781316544587.014
Conference paper
  1. Wan, Charles; Belo, Rodrigo; Zejnilovic, Leid; Lavado, Susana. "The Duet of Representations and How Explanations Exacerbate It". 2023.
    Published • 10.1007/978-3-031-44067-0_10
  2. Wan, C.; Zejnilovic, L.; Lavado, S.. "How Differential Robustness Creates Disparate Impact: A European Case Study". 2023.
  3. Lavado, S.; Mateus, M.; Zejnilovic, L.. "The Performance-Actionability Trade-Off in Retention Prediction at Middle School". 2022.
    10.1109/ICMLA55696.2022.00087
  4. Wan, C.; Belo, R.; Zejnilovic, L.; Nova, R.B.. "Explainabilitys gain is optimalitys loss? How explanations bias decision-making". 2022.
    10.1145/3514094.3534156
  5. Zejnilovic, Leid; Lavado, Susana; Carlos Soares; Martinez de Rituerto de Troya, Inigo; Bell, Andrew; Rayid Ghani. Corresponding author: Zejnilovic, Leid. "Machine Learning Informed Decision-Making with Interpreted Model’s Outputs: A Field Intervention". Paper presented in Academy of Management Annual Meeting, 2021.
    Published
  6. Bell, Andrew; Rich, Alexander; Teng, Melisande; Oreskovic, Tin; Bras, Nuno B; Mestrinho, Lenia; Golubovic, Srdan; Pristas, Ivan; Zejnilovic, Leid. "Proactive advising: a machine learning driven approach to vaccine hesitancy". Xi'an, 2019.
    Published • 10.1109/ichi.2019.8904616
  7. Han, Qiwei; Ji, Mengxin; Martinez de Rituerto de Troya, Inigo; Gaur, Manas; Zejnilovic, Leid. "A Hybrid Recommender System for Patient-Doctor Matchmaking in Primary Care". Turin, 2018.
    Published • 10.1109/dsaa.2018.00062
  8. Han, Q.; Martinez De Rituerto De Troya, I.; Ji, M.; Gaur, M.; Zejnilovic, L.. "A Collaborative Filtering Recommender System in Primary Care: Towards a Trusting Patient-Doctor Relationship". 2018.
    10.1109/ICHI.2018.00062
  9. Draca, D.; Spalevic, P.; Spalevic, L.; Zejnilovic, L.. "Optical signal detection in the presence of intersymbol interference, white Gaussian and pulse noise". 2003.
    10.1109/TELSKS.2003.1246189
Journal article
  1. Zejnilovic, L.; Lavado, S.; Grilo, C.; Sá, R.; Faias, S.. "The effects of COVID-19 restrictions on portuguese marine small-scale fisheries: A regional analysis". Marine Policy 165 (2024): http://www.scopus.com/inward/record.url?eid=2-s2.0-85192070502&partnerID=MN8TOARS.
    10.1016/j.marpol.2024.106156
  2. Oliveira, Manuel Pedro; Cennamo, Carmelo; Zejnilovic, Leid. Corresponding author: Oliveira, Manuel Pedro. "Unlocking Innovation in Healthcare: The Case of the Patient Innovation Platform". California Management Review (2022):
    Accepted
  3. Cennamo, C.; Oliveira, P.; Zejnilovic, L.. "Unlocking Innovation in Healthcare: The Case of the Patient Innovation Platform". California Management Review 64 4 (2022): 47-77. http://www.scopus.com/inward/record.url?eid=2-s2.0-85136961182&partnerID=MN8TOARS.
    10.1177/00081256221101657
  4. Qiwei HAn; Zejnilovic, Leid; Margarida Abreu Novais. "Toward travel pattern aware tourism region planning: A big data approach". International Journal of Contemporary Hospitality Management (2021):
    Accepted
  5. Zejnilovic, Leid. "Servitization in the automotive industry: How car manufacturers become mobility service providers". Strategic Change (2020): http://dx.doi.org/10.1002/jsc.2322.
    10.1002/jsc.2322
  6. Zejnilovic, L.; Lavado, S.; de Rituerto de Troya, Í.M.; Sim, S.; Bell, A.. "Algorithmic Long-Term Unemployment Risk Assessment in Use: Counselors’ Perceptions and Use Practices". Global Perspectives 1 1 (2020): http://www.scopus.com/inward/record.url?eid=2-s2.0-85102562740&partnerID=MN8TOARS.
    10.1525/gp.2020.12908
  7. Oliveira, Pedro; Zejnilovic, Leid; Azevedo, Salomé; Rodrigues, Ana Maria; Canhão, Helena. "Peer Adoption and Development of Health Innovations by Patients: National Representative Study of 6204 Citizens". Journal of Medical Internet Research 21 3 (2019): e11726. http://dx.doi.org/10.2196/11726.
    Published • 10.2196/11726
  8. Oliveira, Manuel Pedro; Zejnilovic, Leid; Canhão, Helena. "Patient Innovation — Empowering Patients, Sharing Solutions, Improving Lives". NEJM Catalyst (2017): https://catalyst.nejm.org/doi/full/10.1056/CAT.17.0381.
    Published
  9. Leid Zejnilovic; Helena Canhão; Pedro Oliveira. "Adoption of health-related solutions developed by patients and caregivers". Academy of Management Proceedings 2017 1 (2017): 16661-16661. https://doi.org/10.5465%2Fambpp.2017.16661abstract.
    10.5465/ambpp.2017.16661abstract
  10. Oliveira, Pedro; Zejnilovic, Leid; Canhão, Helena; von Hippel, Eric. "Innovation by patients with rare diseases and chronic needs". Orphanet Journal of Rare Diseases 10 1 (2015): http://dx.doi.org/10.1186/s13023-015-0257-2.
    10.1186/s13023-015-0257-2

Other

Other output
  1. Innovations by and for Patients, and Their Place in the Future Health Care System. 2016. Leid Zejnilovic; Pedro Oliveira; Helena Canhão; Zejnilovic, L.; Oliveira, P.; Canhão, H.. https://doi.org/10.1007%2F978-3-662-49012-9_19.
    10.1007/978-3-662-49012-9_19
Activities

Journal scientific committee

Journal title (ISSN) Publisher
2021/01/01 - Current Data and Policy Cambridge University Press
Distinctions

Award

2023 Nova Lisbon University Pedagogical Innovation Prize
Universidade Nova de Lisboa, Portugal
2021 Best Paper Award (2nd Runner Up)
Academy of Management, United States
2021 Curiosity Data Science Iberian Awards, Golden Prize in category DataForGood

Other distinction

2022 Honorable Mention - Green Prizes
AdP Águas de Portugal SGPS, Portugal
2015 Top 5% in the annual ISPIM Innovation Management Dissertation Award for 2014
2014 Magna cum laude - Tese de doutoramento
Universidade Católica Portuguesa, Portugal
2003 Golden Plaque - the best student award
University of Sarajevo - Faculty of Electrical and Electronics Engineering, Bosnia and Herzegovina