Costanza Mariani

Unsupervised machine learning for project stakeholder classification: Benefits and limitations

Costanza Mariani, Yuliya Navrotska, Mauro Mancini · Project Leadership and Society · 2023 · 30 citations · Full text

Management, Project Management, Data Mining +16

Harnessing AI for value: examining the impact of AI capabilities and the mediating role of organizational agility on project value proposition

Costanza Mariani, Mauro Mancini · International Journal of Managing Projects in Business · 2025 · 25 citations · Full text

Management, Project Management, Strategic Management +17

Nuclear decommissioning risk management adopting a comprehensive artificial intelligence framework: An applied case in an Italian site

Mauro Mancini, Costanza Mariani, Carmine Mattia Manfredi · Progress in Nuclear Energy · 2023 · 14 citations · Full text

Management, Project Management, Risk Management +17

Selection of projects’ primary and secondary mitigation actions through optimization methods in nuclear decommissioning projects

Costanza Mariani, Mauro Mancini · Nuclear Engineering and Design · 2023 · 11 citations · Full text

Business, Nuclear Engineering, Risk Management +16

The C-BA method: enhancing megaproject forecasting through the “Fifth Hand” principle

Costanza Mariani, Francesco Cellerino, Erik Humberto Araya Aliaga et al. · International Journal of Managing Projects in Business · 2025 · 11 citations · Full text

Computing, Computer Science, Forecasting +10