SLOPE STABILITY PREDICTION BASED ON A LONG SHORT-TERM MEMORY NEURAL NETWORK: COMPARISONS WITH CONVOLUTIONAL NEURAL NETWORKS, SUPPORT VECTOR MACHINES AND RANDOM FOREST MODELS

Abstract The numerical simulation and slope stability prediction are the focus of slope disaster research.Recently, machine learning models are commonly used in the slope Lanterns stability prediction.However, these machine learning models have some problems, such as poor nonlinear performance, local optimum and incomplete factors feature extractio

Syndrome of bronchial obstruction is a symptomatic complex arising on the background of constriction or occlusion of bronchial tubes of different caliber due to bronchospasm, edema and inflammation of the bronchial mucosa, hypersecretion of mucus or compression by surrounding structures.Bronchoobstructive syndrome (BOS) is one of the most common pa

Mating can trigger different effects on the physiology and behavior of animals, especially in females.These effects can be either beneficial, such as boosting the immune response, or harmful, such as decreasing survival, for example.Cricket females are among the most used models for understanding these life history trade-offs.We recently demonstrat

Introduction.To explore the long term incidence and predictors of incisional hernia in patients that had RARP.Methods.All patients who underwent RARP between 2003 and 2012 were mailed a Flower survey reviewing hernia type, location, and repair.Results.Of 577 patients, 48 (8.3%) had a hernia at an incisional site (35 men had umbilical), diagnosed at