Skin melanoma segmentation using neural networks optimized by quantum invasive weed optimization algorithm

N Razmjooy, S Razmjooy - … and optimization in computer and electrical …, 2020 - Springer
Early detection of skin cancer makes a high chance for the patient to escape from the
malady and cure him/her at initial stages. In other words, by early detection of skin cancer …

Evaluating generalization through interval-based neural network inversion

SP Adam, AC Likas, MN Vrahatis - Neural Computing and Applications, 2019 - Springer
Typically, measuring the generalization ability of a neural network relies on the well-known
method of cross-validation which statistically estimates the classification error of a network …

Research on hybrid optimization and deep learning modeling method in the performance seeking control

Q Zheng, H Chen, Y Wang… - Proceedings of the …, 2020 - journals.sagepub.com
A novel performance seeking control method based on hybrid optimization algorithm and
deep learning modeling method is proposed to get a better engine performance. The deep …

[PDF][PDF] Accelerating SIVIA (Set Inversion via Interval Analysis). An interval set membership technique to evaluate the generalization of neural classifiers.

K Nasiotis - 2024 - dspace.lib.ntua.gr
Abstract Set Inversion via Interval Analysis (SIVIA) is a mathematically rigorous Branch-and-
Bound technique, capable of deterministically providing guaranteed inner and outer …