Alberto Franzin

According to our database, Alberto Franzin authored at least 15 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Empirical analysis of stochastic local search behaviour: connecting structure, components and landscape.

Alberto Franzin

4OR, March, 2023

A landscape-based analysis of fixed temperature and simulated annealing.

Alberto Franzin, Thomas Stützle

Eur. J. Oper. Res., 2023

Computational Evaluation of the Combination of Semi-Supervised and Active Learning for Histopathology Image Segmentation with Missing Annotations.

Laura Gálvez Jiménez, Lucile Dierckx, Maxime Amodei, Hamed Razavi Khosroshahi, Natarajan Chidambaran, Anh-Thu Phan Ho, Alberto Franzin

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Training Data Selection to Improve Multi-class Instance Segmentation in Digital Pathology.

Laura Gálvez Jiménez, Alberto Franzin, Christine Decaestecker

Proceedings of the 2023 10th International Conference on Bioinformatics Research and Applications, 2023

ABIDI: A Reference Architecture for Reliable Industrial Internet of Things.

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

Proceedings of the Advanced Information Networking and Applications, 2023

2021

Automatic configuration of the Cassandra database using irace.

Moisés Silva-Muñoz, Alberto Franzin, Hugues Bersini

PeerJ Comput. Sci., 2021

Determining a consistent experimental setup for benchmarking and optimizing databases.

Moisés Silva-Muñoz, Gonzalo Calderon, Alberto Franzin, Hugues Bersini

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2020

A Causal Framework for Understanding Optimisation Algorithms.

Alberto Franzin, Thomas Stützle

Proceedings of the Trustworthy AI - Integrating Learning, Optimization and Reasoning, 2020

2019

Revisiting simulated annealing: A component-based analysis.

Alberto Franzin, Thomas Stützle

Comput. Oper. Res., 2019

2018

Effect of transformations of numerical parameters in automatic algorithm configuration.

Alberto Franzin, Leslie Pérez Cáceres, Thomas Stützle

Optim. Lett., 2018

2017

bnstruct: an R package for Bayesian Network structure learning in the presence of missing data.

Alberto Franzin, Francesco Sambo, Barbara Di Camillo

Bioinform., 2017

Comparison of Acceptance Criteria in Randomized Local Searches.

Alberto Franzin, Thomas Stützle

Proceedings of the Artificial Evolution, 2017

Automatic Configuration of GCC Using Irace.

Leslie Pérez Cáceres, Federico Pagnozzi, Alberto Franzin, Thomas Stützle

Proceedings of the Artificial Evolution, 2017

2016

Exploration of Metaheuristics through Automatic Algorithm Configuration Techniques and Algorithmic Frameworks.

Alberto Franzin, Thomas Stützle

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

2015

A Bayesian Network analysis of the probabilistic relations between risk factors in the predisposition to type 2 diabetes.

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

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015