Blog | Umberto Alibrandi

Sep 24, 20233 min

Multivariate Data Analysis: Concrete data, 9 features, 1030 data

We have a dataset of 1030 data of concrete, downloaded from UCI repository https://archive.ics.uci.edu/dataset/165/concrete+compressive+s...

Sep 24, 202310 min

ML Regression, Linear Regression and knn: Concrete data

We have a dataset of 1030 data of concrete, downloaded from UCI repository https://archive.ics.uci.edu/dataset/165/concrete+compressive+s...

Sep 22, 20233 min

Multivariate data analysis: Concrete Density and Strength, 40 data

We have a dataset of 40 data of concrete, density and strength. The focus here is Exploratory Data Analysis (EDA) of the dataset:...

Sep 11, 20234 min

Univariate Data Analysis: timber strength, 164 data

We have a dataset of 164 data, timber strength. The data have some variability. This is expected because timber is a material naturally...

Sep 6, 20231 min

Univariate Data Analysis: concrete strength, 20 data

We have a dataset of 20 data, concrete strength. We want to develop simple data analysis, including: statistics of the samples histograms...

Nov 27, 20211 min

ICSRS 2021: Risk-informed Digital Twin for the Built Environment

Author: Umberto Alibrandi, AArhus University Abstract: The Digital Twin (DT) is a virtual replica of realworld buildings, processes,...

Jun 14, 20192 min

ICASP 13 - Societal Cyber-Physical Systems for sustainable and resilient design

In ICASP13 we have presented the "Holistic Design Platform (HDP) for sustainable and resilient building design": it represents a novel...

Jun 9, 20191 min

ICASP 13 - Information Theory and Machine Learning for data-driven Risk Analysis

In ICASP13 We have presented the paper "Distribution with Independent Components for Uncertainty Quantification and Structural...