JUPPI: A Multi-Level Feature Based Method for PPI Prediction and a Refined Strategy for Performance Assessment.
Anup Kumar HalderSoumyendu Sekhar BandyopadhyayPiyali ChatterjeeMita NasipuriDariusz PlewczynskiSubhadip BasuPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2022)
Keyphrases
- high precision
- detection method
- high accuracy
- significant improvement
- pairwise
- computational cost
- similarity measure
- optimization algorithm
- support vector machine svm
- prediction model
- prior knowledge
- preprocessing
- network topology
- prediction error
- statistical methods
- genetic algorithm
- machine learning methods
- prediction algorithm
- classification method
- detection algorithm
- input data
- image registration
- image features
- support vector machine
- experimental evaluation