activity
20162020
most citedFrom CDF to PDF --- A Density Estimation Method for High Dimensional Data

2 citations · 5 across the 6 of their papers we have counts for

collaborators

6 papers

physics.geo-ph2020

Topological feature study of slope failure process via persistent homology-based machine learning

Shengdong Zhang, Shihui You, Longfei Chen +1

Using software UDEC to simulate the instability failure process of slope under seismic load, studing the dynamic response of slope failure, obtaining the deformation characteristic…

physics.geo-ph2020★ 1 cited

Sustained Coherence Characteristics of Failure Process of Shallow Buried Tunnel under Multiple Explosive Loads based on Persistent Homology

Shengdong Zhang, Shihui You, Longfei Chen +1

The damage characteristics of a shallow buried tunnel under multiple explosive loads is an important research issue in the design and evaluation of protective engineering. It is of…

physics.geo-ph2020★ 1 cited

Slope plate of sticky soil granular slope instability based on complex network

Shengdong Zhang, Shihui You, Longfei Chen +1

The particle discrete element simulation of the instability and failure process of the granular slope accumulator model when the metal plate continues downward is obtained, and the…

cs.CE2020★ 1 cited

Analysis of tunnel failure characteristics under multiple explosion loads based on persistent homology-based machine learning

Shengdong Zhang, Shihui You, Longfei Chen +1

The study of tunnel failure characteristics under the load of external explosion source is an important problem in tunnel design and protection, in particular, it is of great signi…

stat.ML2018★ 2 cited

From CDF to PDF --- A Density Estimation Method for High Dimensional Data

Shengdong Zhang

CDF2PDF is a method of PDF estimation by approximating CDF. The original idea of it was previously proposed in [1] called SIC. However, SIC requires additional hyper-parameter tunn…

cs.LG2016

Deep Symbolic Representation Learning for Heterogeneous Time-series Classification

Shengdong Zhang, Soheil Bahrampour, Naveen Ramakrishnan +1

In this paper, we consider the problem of event classification with multi-variate time series data consisting of heterogeneous (continuous and categorical) variables. The complex t…