Alberto Franzin

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 15

Top Topics

Bayesian Network Structure Learning

Simulated Annealing

Optimisation Algorithm

Top Venues

Artificial Evolution

GECCO (Companion)

Comput. Oper. Res.

Publications

Gianluca Rizzo, Alberto Franzin, Miia Lillstrang, Guillermo del Campo, Moisés Silva-Muñoz, Lluc Bono, Mina Aghaei Dinani, Xiaoli Liu, Joonas Tuutijärvi, Satu Tamminen, Edgar Saavedra, Asunción Santamaria, Xiang Su, Juha Röning
ABIDI: A Reference Architecture for Reliable Industrial Internet of Things. AINA (2) (2023)
Laura Gálvez Jiménez, Lucile Dierckx, Maxime Amodei, Hamed Razavi Khosroshahi, Natarajan Chidambaran, Anh-Thu Phan Ho, Alberto Franzin
Computational Evaluation of the Combination of Semi-Supervised and Active Learning for Histopathology Image Segmentation with Missing Annotations. ICCV (Workshops) (2023)
Laura Gálvez Jiménez, Alberto Franzin, Christine Decaestecker
Training Data Selection to Improve Multi-class Instance Segmentation in Digital Pathology. ICBRA (2023)
Alberto Franzin, Thomas Stützle
A landscape-based analysis of fixed temperature and simulated annealing. Eur. J. Oper. Res. 304 (2) (2023)
Alberto Franzin
Empirical analysis of stochastic local search behaviour: connecting structure, components and landscape. 4OR 21 (1) (2023)
Moisés Silva-Muñoz, Gonzalo Calderon, Alberto Franzin, Hugues Bersini
Determining a consistent experimental setup for benchmarking and optimizing databases. GECCO Companion (2021)
Moisés Silva-Muñoz, Alberto Franzin, Hugues Bersini
Automatic configuration of the Cassandra database using irace. PeerJ Comput. Sci. 7 (2021)
Alberto Franzin, Thomas Stützle
A Causal Framework for Understanding Optimisation Algorithms. TAILOR (2020)
Alberto Franzin, Thomas Stützle
Revisiting simulated annealing: A component-based analysis. Comput. Oper. Res. 104 (2019)
Alberto Franzin, Leslie Pérez Cáceres, Thomas Stützle
Effect of transformations of numerical parameters in automatic algorithm configuration. Optim. Lett. 12 (8) (2018)
Leslie Pérez Cáceres, Federico Pagnozzi, Alberto Franzin, Thomas Stützle
Automatic Configuration of GCC Using Irace. Artificial Evolution (2017)
Alberto Franzin, Francesco Sambo, Barbara Di Camillo
bnstruct: an R package for Bayesian Network structure learning in the presence of missing data. Bioinform. 33 (8) (2017)
Alberto Franzin, Thomas Stützle
Comparison of Acceptance Criteria in Randomized Local Searches. Artificial Evolution (2017)
Alberto Franzin, Thomas Stützle
Exploration of Metaheuristics through Automatic Algorithm Configuration Techniques and Algorithmic Frameworks. GECCO (Companion) (2016)
Francesco Sambo, Barbara Di Camillo, Alberto Franzin, Andrea Facchinetti, Liisa Hakaste, Jasmina Kravic, Giuseppe Fico, Jaakko Tuomilehto, Leif Groop, Rafael Gabriel, Tuomi Tiinamaija, Claudio Cobelli
A Bayesian Network analysis of the probabilistic relations between risk factors in the predisposition to type 2 diabetes. EMBC (2015)