Towards a Quantitative Evaluation of the Relationship between Performance and Environmental Sustainability of Artificial Intelligence Algorithms.
Luigi DuraccioLeopoldo AngrisaniMauro D'ArcoEgidio De BenedettoMonica ImbòAnnarita TedescoPublished in: I2MTC (2024)
Keyphrases
- quantitative evaluation
- artificial intelligence
- ground truth data
- ground truth
- orders of magnitude
- optimization problems
- data structure
- theoretical analysis
- computationally efficient
- worst case
- qualitative evaluation
- error measure
- times faster
- benchmark datasets
- decision makers
- learning algorithm
- data sets
- intelligent systems
- knowledge representation
- computational cost
- significant improvement
- expert systems
- high quality
- quality assessment
- high level
- machine learning
- data mining