Process and Data Science UPC group


We're PADS-UPC

About us

About PADS-UPC


We are a multidisciplinary group with researchers in formal methods, natural language processing, process mining, business process management and data science. We do fundamental research in most of these areas, and apply our techniques either by developing open-source platforms or by collaborating in industrial projects.

The members of the group belong either to the ALBCOM research group, to the TALP research center or to the LARCA research group.

RESEARCH


PROCESS MINING

We do fundamental research in process discovery, conformance checking and process enhancement.

BUSINESS PROCESS MANAGEMENT

We are interested in the link between natural language understanding and business process management.

DATA SCIENCE

We have an industrial collaboration to apply data science in the energy field.

PROJECTS AND SOFTWARE


Algorithms for Energy Balance

(in collaboration with Gas Natural Fenosa Distribución)

Data science techniques for optimizing the waste of energy produced by fraud, irregularities and structural network problems.

NLP4BPM, BPM4ACADEMY

A platform to bridge NLP and BPM. In this project we develope different algorithms and some datasets that can be downloaded here.

PMLAB

Process Mining scripting environment PMLAB is an interactive programming environment for (exploratory) process mining computing and/or research on top of a process-oriented language.

MEET THE TEAM



Josep Carmona

Associate Professor

        

jcarmona@cs.upc.edu


Lluís Padro

Associate Professor

  

padro@cs.upc.edu


Ricard Gavaldà

Full Professor

  

gavalda@cs.upc.edu


Farbod Taymouri

Ph.D Candidate

Light methods of conformance checking

     

taymouri@cs.upc.edu


Bernat Coma Puig

Ph.D Candidate

Fraud Detection Using Machine Learning techniques

     

bcoma@cs.upc.edu


Albert Calvo Ibañez

Data Scientist

Unsupervised Fraud Detection

        

albertc@cs.upc.edu


Josep Sànchez-Ferreres

Ph.D Candidate

Using Natural Language Descriptions for Business Process Modelling

     

jsanchezf@cs.upc.edu


Juan Ramon Gutierrez

Ph.D Candidate

Learning Improvement using AI


Luis Quishpi

Ph.D Candidate

Process Model Generation from Text Documents

PUBLICATIONS


PROCESS MINING

BUSINESS PROCESS MANAGEMENT

DATA SCIENCE

COLLABORATORS


Let's Get In Touch!


Process and Data Science UPC group
Department of Computer Science
Facultat d'Informàtica de Barcelona - Universitat Politècnica de Catalunya
Omega, Carrer de Jordi Girona, 1, 08034 Barcelona
Email: pads-upc@cs.upc.edu

©Universitat Politècnica de Catalunya 2018 @PADS-UPC. All Rights Reserved.