How Pre-multicore Methods and Algorithms Perform in Multicore Era.
Alexey L. LastovetskyMuhammad FahadHamidreza KhaleghzadehSemyon KhokhriakovRavi ReddyArsalan ShahidLukasz SzustakRoman WyrzykowskiPublished in: ISC Workshops (2018)
Keyphrases
- significant improvement
- benchmark datasets
- methods outperform
- computationally complex
- high computational complexity
- preprocessing
- computationally expensive
- synthetic and real datasets
- search methods
- statistical methods
- computationally intensive
- experimental comparison
- empirical studies
- computer vision algorithms
- problems in computer vision
- computationally demanding
- synthetic datasets
- complexity analysis
- linear algebra
- synthetic and real data sets
- computer systems
- worst case
- computational cost
- algorithms require
- error measure
- methods require
- optimization methods
- feature selection algorithms
- evaluation metrics
- neural network
- noisy data
- parallel algorithm
- machine learning algorithms
- theoretical analysis
- optimization problems
- learning algorithm
- data mining