# cat Alberto\ Franzin.txt

A TSP-ized profile pic of mine

I am a research scientist at IRIDIA, ULB, working with Prof. Hugues Bersini in the Phileas project on anomaly detection in Internet of Things (IoT) data since February 2019. In my PhD, always at IRIDIA under the supervision of Prof. Thomas Stützle, I work on automatic algorithm design and configuration, with a focus on heuristics. In particular, I use automatic configuration and design techniques to understand the behaviour of (metaheuristic) algorithms, that is, to understand how a good metaheuristic for a certain problem looks like, and why. From 11/2014 to 12/2017 my research was funded by the COMEX project.

Previously, I was research collaborator at the Department of Information Engineering of the University of Padova under the supervision of Prof. Barbara di Camillo and Dr. Francesco Sambo, developing the bnstruct (cran, repo) R package for learning Bayesian Networks (also) in presence of missing data.

In the same university, I completed my studies in Computer Engineering, obtaining my Masters's degree under the supervision of Prof. Silvana Badaloni and Dr. Francesco Sambo.

$ cat Publications.bib

Some of the papers listed below are available in the institutional ULB repository as per Belgian law, or as Technical Reports in the IRIDIA institutional repository in preliminary form. If you want to read a paper you don't have access to, send me an email.

Peer-Reviewed Journal Papers

  1. Alberto Franzin, Thomas Stützle. "Revisiting Simulated Annealing: a Component-Based Analysis". Computers and Operations Research, 2019; 104, 191-206.
    [bib, DOI, Supplementary Material]
  2. Alberto Franzin, Leslie Pérez Cáceres, Thomas Stützle. "Effect of Transformations of Numerical Parameters in Automatic Algorithm Configuration." Optimization Letters, 2018; 12(8), 1741-1753.
    [bib, DOI, Supplementary Material]
  3. Alberto Franzin, Francesco Sambo, Barbara di Camillo. "bnstruct: an R package for Bayesian Network structure learning in the presence of missing data." Bioinformatics, 2017; 33 (8), 1250-1252.
    [bib, DOI, free access PDF]

International Conference Full Papers

  1. Leslie Pérez Cáceres, Federico Pagnozzi, Alberto Franzin, Thomas Stützle. "Automatic configuration of GCC using irace." 13th International Conference on Artificial Evolution (EA2017), 2017.
    [bib, online proceedings, TechRep]
  2. Alberto Franzin, Thomas Stützle. "Comparison of Acceptance Criteria in Randomized Local Searches." 13th International Conference on Artificial Evolution (EA2017), 2017.
    [bib, online proceedings, TechRep]
  3. Alberto Franzin, Thomas Stützle. "Exploration of Metaheuristics Through Automatic Algorithm Configuration Techniques and Algorithmic Frameworks." 6th Workshop on Evolutionary Computation for the Automated Design of Algorithms (ECADA@GECCO), 2016.
    [bib, TechRep]
  4. Francesco Sambo, Barbara Di Camillo, Alberto Franzin, Andrea Facchinetti, Liisa Hakaste, Jasmina Kravic, Giuseppe Fico, Jaakko Tuomilehto, Leif Groop, Rafael Gabriel, Tiinamaija Tuomi, Claudio Cobelli. "A Bayesian Network analysis of the probabilistic relations between risk factors in the predisposition to type 2 diabetes." 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2015.
    [bib]

International Conference Short Papers and Abstracts

  1. Alberto Franzin, Thomas Stützle, Leslie Pérez Cáceres, Manuel López-Ibáñez. "The irace package for automatic algorithm configuration: recent developments." Operations Research 2018 Conference (OR2018), Brussels, Belgium, 2018.
    [Abstracts].
  2. Alberto Franzin, Thomas Stützle. "A component-based analysis of Simulated Annealing." Operations Research 2018 Conference (OR2018), Brussels, Belgium, 2018.
    [Abstracts].
  3. Alberto Franzin, Thomas Stützle. "A component-based analysis of Simulated Annealing." Optimization and Decision Science Conference (ODS2017), XLVII Annual Meeting of AIRO - Italian Operations research Society, Sorrento, Italy, 2017.
    [Abstracts].
  4. Alberto Franzin, Thomas Stützle. "Revisiting Simulated Annealing: From a Component-Based Analysis to an Automated Design of Simulated Annealing Algorithms." 12th Metaheuristics International Conference (MIC), Barcelona, Spain, 2017.
    [Proceedings].
  5. Alberto Franzin, Francesco Sambo, Barbara Di Camillo. "bnstruct: R package for Bayesian Network Structure Learning in the presence of Missing Data." 25th Belgian-Dutch Conference on Machine Learning (BeneLearn), Kortrijk, Belgium, 2016.

Theses

  1. "An Integer Programming approach to Bayesian Network Structure Learning." Master's thesis, DEI-UniPD, 2014 (pdf).

$ cat Teaching.txt

Teaching Assistant for Heuristic Optimization INFO-H-413, prof. Thomas Stützle, a.y. 2017/18, Swarm Intelligence INFO-H-414, optimization part (ACO, PSO), prof. Marco Dorigo, a.y. 2015/16.

Teacher for the Bouygues/Objenious IoT Challenge Week at CentraleSupélec, Paris-Saclay campus, June 2019.

$ cat Service.txt

Organization Committee for Matheuristics 2016.

Program Committee for GECCO (2015, 2016, 2017, 2018, 2019), IAM (2016, 2017, 2019), CEC (2017, 2018, 2019).

Reviewer for Statistical Applications in Genetics and Molecular Biology, Computers and Operations Research, Computational Intelligence, International Transactions in Operational Research, European Journal of Operational Research, INFORMS Journal on Computing, Theoretical Computer Science, Journal of Scheduling.

$ cat Contacts.txt

Postal address: IRIDIA, Université Libre de Bruxelles,
50, Av. F. Roosevelt, CP 194/6
B-1050 Brussels, Belgium

Physical address: IRIDIA, Université Libre de Bruxelles,
Office C.5.303, Building C, 5th floor, 87 av. Adolphe Buyl,
B-1050 Brussels, Belgium (map)

Office telephone: +32 (0)2-650-3170

Mail address: first letter of name followed by surname at ulb dot ac dot be

Some code on GitHub. Google Scholar profile. List of publications on DBLP. ResearchGate profile. LinkedIn profile. ORCID profile.

Last update: 2019.06.28