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Álvaro Rocha

Assistant Professor
Departamento
Management
Área Científica
Information Systems and Operations Management
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Biografia

Álvaro Rocha holds the title of Honorary Professor, and holds a D.Sc. in Information Science, Ph.D. in Information Systems and Technologies, M.Sc. in Information Management, and BCs in Computer Science.

He is a Professor of Information Systems at the University of Lisbon - ISEG, researcher at the ADVANCE (the ISEG Centre for Advanced Research in Management), and a collaborator researcher at both LIACC (Laboratory of Artificial Intelligence and Computer Science) and CINTESIS (Center for Research in Health Technologies and Information Systems). His main research interests are maturity models, information systems quality, online service quality, requirements engineering, intelligent information systems, e-Government, e-Health, and information technology in education.

He is also Vice-Chair of the IEEE Portugal Section Systems, Man, and Cybernetics Society Chapter, and Founder and Editor-in-Chief of two Scopus and SCIMago journals: JISEM - Journal of Information Systems Engineering & Management; and RISTI - Revista Ibérica de Sistemas e Tecnologias de Informação / Iberian Journal of Information Systems and Technologies. Additionally, he is the Scientific Manager of the Information Systems Engineering & Management book series (https://shorturl.at/oyBKV) at Springer-Verlag, the world's leading publisher of publications in Science, Technology and Health.

Moreover, he has served as Vice-Chair of Experts for the European Commission’s Horizon 2020 Program, and as an Expert at the COST - intergovernmental framework for European Cooperation in Science and Technology, at the European Commission’s Horizon Europe Program, at the Government of Italy’s Ministry of Universities and Research, at the Government of Latvia’s Ministry of Finance, at the Government of Mexico's National Council of Science and Technology,  at the Government of Polish's National Science Centre, and at the Government of Cyprus's Research and Innovation Foundation.

Educação

2011 Aggregation, Other, Information Systems and Operations Management
Universidade Fernando Pessoa (Portugal)
2001 Doctorate, Other, Tecnologias e Sistemas de Informação
Universidade do Minho (Portugal)
1995 Master, Business Administration, Informática de Gestão
Univ. Católica Portuguesa (Portugal)
1990 Bachelor, Mathematics, Matemática Aplicada
Universidade Lusíada (Portugal)

Publicações e Citações

Journal article
Ano Título / Publicação Link
2023 A comparative study of fourteen deep learning networks for multi skin lesion classification (MSLC) on unbalanced data
NEURAL COMPUTING AND APPLICATIONS
Ver
2023 MDVA-GAN: multi-domain visual attribution generative adversarial networks
NEURAL COMPUTING AND APPLICATIONS
Ver
2023 DeepClassRooms: a deep learning based digital twin framework for on-campus class rooms
NEURAL COMPUTING AND APPLICATIONS
Ver
2023 Design of decision model for sensitive crop irrigation system
Expert Systems: the Journal of Knowledge Engineering
Ver
2023 A novel YOLOv4 ‐modified approach for efficient object detection in satellite imagery
Expert Systems: the Journal of Knowledge Engineering
Ver
2022 Leadership Challenges in the Context of University 4.0 - A Thematic Synthesis Literature Review
Computational and Mathematical Organization Theory
Ver
2022 Multiclass Classification of Nutrients Deficiency of Apple using Deep Neural Network
NEURAL COMPUTING AND APPLICATIONS
Ver
2022 (CDRGI)-Cancer detection through relevant genes identification
NEURAL COMPUTING AND APPLICATIONS
Ver
2022 Parallel tensor factorization for relational learning
NEURAL COMPUTING AND APPLICATIONS
Ver
2022 Bag of feature and support vector machine based early diagnosis of skin cancer
NEURAL COMPUTING AND APPLICATIONS
Ver
2022 Blockchain-based raw material shipping with PoC in Hyperledger Composer
COMPUTER SCIENCE AND INFORMATION SYSTEMS
Ver
2021 Using Virtual Programming Lab to improve learning programming: The case of Algorithms and Programming
Expert Systems
Ver
2021 Neural correlates of affective content: application to perceptual tagging of video
NEURAL COMPUTING AND APPLICATIONS
Ver
2021 Data science strategies leading to the development of data scientists’ skills in organizations
NEURAL COMPUTING AND APPLICATIONS
Ver
2021 Counterfactual explanation of Bayesian model uncertainty
NEURAL COMPUTING AND APPLICATIONS
Ver
2021 Architecture of a maturity model for information systems in higher education institutions: multiple case study for dimensions identification
Computational and Mathematical Organization Theory
Ver
2021 Business process management heuristics in IT service management: a case study for incident management
Computational and Mathematical Organization Theory
Ver
2021 Architecture of an Effective Convolutional Deep Neural Network for Segmentation of Skin Lesion in Dermoscopic Images
Expert Systems
Ver
2021 Data Science Projects in Pharmaceutical Industry
JOURNAL OF INFORMATION SCIENCE AND ENGINEERING
Ver
2021 An Empirical Investigation of E-Government Adoption in Russia: Access, Rights, Trust and Citizens’ Experience
Public Administration Issues
Ver
2021 Analysis on an Auto Increment Detection System of Chinese Disaster Weibo Text
JOURNAL OF UNIVERSAL COMPUTER SCIENCE
2021 Parallel tensor factorization for relational learning
NEURAL COMPUTING AND APPLICATIONS
Ver
2021 Deep learning based automated fruit nutrients deficiency recognition system
JOURNAL OF INFORMATION SCIENCE AND ENGINEERING
Ver
2020 Big Data Skills Sustainable Development in Healthcare and Pharmaceuticals
JOURNAL OF MEDICAL SYSTEMS
Ver
2020 Social media mining, debate and feelings: digital public opinion’s reaction in five presidential elections in Latin America
CLUSTER COMPUTING
Ver
2020 European strategy and legislation for cybersecurity: implications for Portugal
CLUSTER COMPUTING
Ver
2020 Bag of Feature and Support Vector Machine Based Early Diagnosis of Skin Cancer
NEURAL COMPUTING AND APPLICATIONS
Ver
2020 A Systematic Literature Review on Maturity Models for Information Systems in Higher Education Institutions
Innovations in Education and Teaching International
Ver
2020 Learning Analytics Measuring Impacts on Organisational Performance
JOURNAL OF GRID COMPUTING
Ver
2020 Computer vision based analysis and detection of defects in fruits causes due to nutrients deficiency
CLUSTER COMPUTING
Ver
2019 VLC, OCC, IR and LiFi reliable optical wireless technologies to be embedded in medical facilities and medical devices
JOURNAL OF MEDICAL SYSTEMS
Ver
2019 Maturity of hospital information systems: Most important influencing factors
Health Informatics Journal
Ver
2019 Decision-Making based on Big Data Analytics for People Management in Healthcare Organizations
JOURNAL OF MEDICAL SYSTEMS
Ver
2019 Exploratory study of psychosocial therapies with text messages to mobile phones in groups of vulnerable immigrant women
JOURNAL OF MEDICAL SYSTEMS
Ver
2019 A Health Data Analytics Maturity Model for Hospitals Information Systems
International Journal of Information Management
Ver
2019 An overview of assessing the quality of peer review reports of scientific articles
International Journal of Information Management
Ver
2019 Cross-company customer churn prediction in telecommunication: A comparison of data transformation methods
International Journal of Information Management
Ver
2019 Virtual teaching and learning environments: automatic evaluation with artificial neural networks
CLUSTER COMPUTING
Ver
2019 An Analysis of Research Trends on Data Mining in Chinese Academic Libraries
JOURNAL OF GRID COMPUTING
Ver
2019 Application of Clustering-Based Decision Tree Approach in SQL Queries Errors Database
FUTURE GENERATION COMPUTER SYSTEMS
Ver
2019 Design and acceptability of a psychosocial text messaging intervention for victims of gender-based violence
Health Informatics Journal
Ver
2019 Digital learning: Developing skills for digital transformation of organizations
FUTURE GENERATION COMPUTER SYSTEMS
Ver
2019 The Impact of Perioperative Data Science in Hospital Knowledge Management
JOURNAL OF MEDICAL SYSTEMS
Ver
2019 Maturity Assessment Methodology for HISMM - Hospital Information System Maturity Model
JOURNAL OF MEDICAL SYSTEMS
Ver
2019 Leadership styles and skills developed through game-based learning
Jounal of Business Research
Ver
2019 A Maturity model for hospital information systems
Journal of Business Research
Ver
2019 Skills for disruptive digital business
Journal of Business Research
Ver
2018 Healthcare Workers: Occupational Health Promotion and Patient Safety
JOURNAL OF MEDICAL SYSTEMS
Ver
2017 An overview of OpenStack architecture: a message queuing services node
CLUSTER COMPUTING
Ver

Ensino

Semester Curso Graduação Coordenação
Sistemas de Informação para Gestão Licenciatura Bolonha em Economia - Economia, Licenciatura Bolonha em Finanças - Finanças, Licenciatura Bolonha em Matemática Aplicada à Economia e à Gestão - Matemática Aplicada à Economia e à Gestão, Licenciatura Bolonha em Gestão - Gestão No
Tecnologias da Informação Licenciatura Bolonha em Gestão do Desporto - Gestão do Desporto Yes
Sistemas de Informação para Gestão Licenciatura Bolonha em Economia - Economia, Licenciatura Bolonha em Finanças - Finanças, Licenciatura Bolonha em Matemática Aplicada à Economia e à Gestão - Matemática Aplicada à Economia e à Gestão, Licenciatura Bolonha em Gestão - Gestão No
Tecnologias da Informação Licenciatura Bolonha em Gestão do Desporto - Gestão do Desporto Yes
Competitive Intelligence Mestrado Bolonha em Gestão de Sistemas de Informação - Gestão de Sistemas de Informação Yes
Competitive Intelligence Mestrado Bolonha em Gestão de Sistemas de Informação - Gestão de Sistemas de Informação Yes
Tecnologias da Informação Licenciatura Bolonha em Gestão do Desporto - Gestão do Desporto Yes
Sistemas de Informação para Gestão Licenciatura Bolonha em Economia - Economia, Licenciatura Bolonha em Finanças - Finanças, Licenciatura Bolonha em Matemática Aplicada à Economia e à Gestão - Matemática Aplicada à Economia e à Gestão, Licenciatura Bolonha em Gestão - Gestão No
Competitive Intelligence Mestrado Bolonha em Gestão de Sistemas de Informação - Gestão de Sistemas de Informação Yes
Sistemas de Informação para Gestão Licenciatura Bolonha em Economia - Economia, Licenciatura Bolonha em Finanças - Finanças, Licenciatura Bolonha em Matemática Aplicada à Economia e à Gestão - Matemática Aplicada à Economia e à Gestão, Licenciatura Bolonha em Gestão - Gestão No
Tecnologias da Informação Licenciatura Bolonha em Gestão do Desporto - Gestão do Desporto No

Ano Student Name / Título / Institution Supervision Type Link