Geomatics
The LabGeoInf research laboratory focuses on original applications of special techniques: geomatics engineering, technologies and tools for the acquisition, processing, management, analysis, and presentation of geospatial data. LabGeoInf is based on a range of synergetic activities including geospatial modeling, geospatial analysis, geospatial databases, geospatial technologies, FEA/FEM analysis, information systems, systems design, spatial cognition, human-computer interaction, mobile computing, wired and wireless network technologies.
Machine Learning
The LabGeoInf research laboratory focuses on original theoretical and applied research for computing systems and machine learning algorithms for engineering applications in health care wereable and biomedical images. Other recent research areas concern the machine vision with machine learning systems for convolutional neural networks applied both in territorial areas and on biomedical images.
Computer Science
The LabGeoInf research laboratory focuses on three topics: Research to develop knowledge, skills and background in the design and organisation of computer systems with an emphasis on data analytics. Research to evaluate design paradigms, languages, algorithms, and techniques used to develop complex software systems. Research to evaluate and respond to opportunities for developing and exploiting new technologies with data analytics concepts and tools.
Recent publications:
- A System for Monitoring the Environment of Historic Places Using Convolutional Neural Network Methodologies
(2021) in Heritage (Basel) Online
Maria, Massimo De and Fiumi, Lorenza and Mazzei, Mauro and V., Bik Oleg - New Smart Mobility Applications: Preliminary Findings on a Pilot Study in the Municipality of Artena
(2021) ICCSA 2021, Cagliari, Italy, September 13-16, 2021
Mauro D’Apuzzo, Azzurra Evangelisti, Daniela Santilli, Stefano Buzzi, Mauro Mazzei, Viviana Bietoni - An Unsupervised Machine Learning Approach for Medical Image Analysis
(2021) Future of Information and Communication Conference, 29-30/04/2021
Mauro Mazzei - Analysis of Regional Imbalances in Italy Based on Cluster Analysis
(2021) Computational Science and Its Applications – ICCSA 2021, Cagliari, Italy, 13-16, 2021
Massimo De Maria, Mauro Mazzei, Oleg V. Bik, Armando L. Palma - AN APPROACH ADOPTED FOR SMART DATA GENERATION AND VISUALIZATION PROBLEMS.
C Capodiferro, M Mazzei
ISPRS Annals of Photogrammetry, Remote Sensing & Spatial Information Sciences 6 – 2020 - A Machine Learning Platform for NLP in Big Data
M Mazzei
Proceedings of SAI Intelligent Systems Conference, 245-259 – 2020 - A Machine Learning Platform in Healthcare with Actor Model Approach
M Mazzei
Science and Information Conference, 564-571 – 2020 - Approximate Query Answering Based on Topological Neighborhood and Semantic Similarity in OpenStreetMap
A Formica, M Mazzei, E Pourabbas, M Rafanelli
IEEE Access 8, 87011-87030 – 2020 - An Unsupervised Machine Learning Approach in Remote Sensing Data
M Mazzei
International Conference on Computational Science and Its Applications, 435-447 – 2019 - Querying Distributed GIS with GeoPQLJ based on GeoJSON.
A Formica, M Mazzei, E Pourabbas, M Rafanelli
GISTAM, 175-182 – 2019 - Querying Distributed GIS with GeoPQLJ based on GeoJSON
RM Anna Formica, Mauro Mazzei, Elaheh Pourabbas GISTAM19-4B – 2019 - Spatial Data Warehouse and Spatial OLAP in Indoor/Outdoor Cultural Environments
M Mazzei, S Di Guida
International Conference on Computational Science and Its Applications, 233-250 – 2018 - Approximate answering of queries involving polyline–polyline topological relationships
A Formica, M Mazzei, E Pourabbas, M Rafanelli
Information Visualization 17 (2), 128-145 – 2018 - Software development for unsupervised approach to identification of a multi temporal spatial analysis model
M Mazzei – 2018
Proceedings of the International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV) - SICS: A Social Network Based Information System for the Inclusive Community
E Pourabbas, A D’Uffizi, M Mazzei, FL Ricci - Spatial multicriteria analysis approach for evaluation of mobility demand in urban areas
M Mazzei, AL Palma
International Conference on Computational Science and Its Applications, 451-468 – 2017 - MIS: Multimodal Interaction Services in a cloud perspective
P Grifoni, F Ferri, MC Caschera, A D’Ulizia, M Mazzei
arXiv preprint arXiv:1704.00972 – 2017 - Enriching the semantics of the directed polyline–polygon topological relationships: the -intersection matrix
A Formica, M Mazzei, E Pourabbas, M Rafanelli
Journal of Geographical Systems 19 (2), 175-196 – 2017 - A decision support system for the analysis of mobility
M Mazzei, AL Palma
International Conference on Computational Science and Its Applications, 390-402 – 2015
Computational Science and Its Applications–ICCSA 2015: 15th International Conference, Banff, AB, Canada, June 22-25, 2015, Proceedings
O Gervasi, B Murgante, S Misra, ML Gavrilova, AMAC Rocha, C Torre, …
Springer – 2015 - Comparative analysis of models of location and spatial interaction
M Mazzei, AL Palma
International Conference on Computational Science and Its Applications, 253-267 – 2014 - Analysis of Localization and Space Interaction Models. Proposal of very good linked model applied to a study area for the localization of a large shopping mall
M Mazzei, AL Palma
GEOMEDIA 18 (2), 265-275 – 2014 - Evaluating principal components analysis of particular spatial statistical models
M Mazzei, AL Palma
Sixth International Conference on Advanced Geographic Information Systems … – 2014 - Spatial statistical models for the evaluation of the landscape
M Mazzei, AL Palma
International Conference on Computational Science and Its Applications, 419-432 – 2013 - Un Sistema informativo territoriale per i Beni Culturali: Il GIS del Progetto Censimento per la Cartografia Archeologica d’Italia
ML Marchi, M Mazzei
Digitalia 1, 106-112 – 2012 - A 16-intersection matrix for the polygon-polyline topological relation for geographic pictorial query languages
A Formica, M Mazzei, E Pourabbas, M Rafanelli
International Conference on Availability, Reliability, and Security, 302-316 – 2012
Multidisciplinary Research and Practice for Information Systems
GQJ Basl, IYLX EdgarWeippl – 2012