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Project Management Challenges with Artificial Intelligence

International Institute for Learning

In the past five years, there have been numerous articles discussing how Artificial Intelligence (AI), can and will benefit the field of project management. The business of artificial intelligence: how AI fits into your data science team. Journal of Artificial Intelligence Research, 62 , 729-754.

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Managing Risks and Controlling Projects: How Data-Driven Project Management Come in Useful for Multi-Project Environments

Epicflow Blog

Risk-Based Project Planning with Reference Class Forecasting Reference class forecasting is another efficient technique that has an advantage compared to others, for example, machine learning or Monte Carlo simulations: it doesn’t require that much data, namely, only the data from past projects is needed.

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Software Estimating Resources

Herding Cats

“Benchmarking Effort Estimation Models Using Archetypal Analysis,” Nikolaos Mittas, Vagia Karpenisi, and Lefteris Angelis, ACM PROMIS ’14, September 17, 2014. How I Estimate Software Development Projects,” Alvin J. Alexander, “Estimation of the New Agile XP Process Model for Medium-Scale Projects Using Industrial Case Studies,” M.