Marco Baioletti

103 papers A* 2A 5B 12C 5Misc 3Journal 28Unranked 45
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Divide-et-Impera approach for compiling large quantum circuits via ant colony optimization.
Evol. Intell.
Marco Baioletti, Angelo Oddi, Riccardo Rasconi
2026 — ed.
Proceedings of the 3rd International Workshop on AI for Quantum and Quantum for AI (AIQxQIA 2025) co-located with the 28th European Conference on Artificial Intelligence (ECAI 2025), Bologna, Italy, October 25, 2025.
AIQxQIA@ECAI
Marco Baioletti, Miguel Ángel González, Corrado Loglisci, Angelo Oddi, Riccardo Rasconi, Ramiro Varela
2025 — conf
A QUBO Approach to Value-Sensitive Reasoning in Argumentation Frameworks.
AIQxQIA@ECAI
Marco Baioletti, Francesco Santini, Fabio Rossi
2025 — conf
A Variational Quantum Algorithm for the Permutation Flow Shop Scheduling Problem.
GECCO Companion
Marco Baioletti, Fabrizio Fagiolo, Angelo Oddi, Riccardo Rasconi
2025 J jnl
Divide-et-impera Heuristic-based Randomized Search for the Qubit Routing Problem.
CoRR
Marco Baioletti, Fabrizio Fagiolo, Angelo Oddi, Riccardo Rasconi
2025 — ed.
Proceedings of the International Workshop on AI for Quantum and Quantum for AI (AIQxQIA 2024) co-located with 23rd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2024), November 25 - November 28, 2024, Free University of Bolzano, Bolzano, Italy.
AIQxQIA@AI*IA
Marco Baioletti, Miguel Ángel González, Angelo Oddi, Riccardo Rasconi, Ramiro Varela
2025 A conf
Smooth Transition Instance Chains in Combinatorial Optimization Problems.
GECCO
Valentino Santucci, Marco Baioletti, Marco Tomassini
2024 — conf
A Fuzzy Ensemble of Features Selectors Through SMART-or Aggregation and Yager Fuzzy Ordering.
IPMU (3)
Marco Baioletti, Andrea Capotorti, Alessio Troiani
2024 J jnl
A Performance Analysis of Basin Hopping Compared to Established Metaheuristics for Global Optimization.
CoRR
Marco Baioletti, Valentino Santucci, Marco Tomassini
2024 — conf
A Two-Phase Quantum Algorithmfor the Partial Max-CSP.
AIQxQIA@AI*IA
Marco Baioletti, Fabrizio Fagiolo, Angelo Oddi, Riccardo Rasconi
2024 J jnl
A performance analysis of Basin hopping compared to established metaheuristics for global optimization.
J. Glob. Optim.
Marco Baioletti, Valentino Santucci, Marco Tomassini
2024 J jnl
An encoding of argumentation problems using quadratic unconstrained binary optimization.
CoRR
Marco Baioletti, Francesco Santini
2024 J jnl
An encoding of argumentation problems using quadratic unconstrained binary optimization.
Quantum Mach. Intell.
Marco Baioletti, Francesco Santini
2024 — conf
Enumerating Extensions in Abstract Argumentation by Using QUBO.
AIQxQIA@AI*IA
Marco Baioletti, Fabio Rossi, Francesco Santini
2024 — conf
MIP Outer Belief Approximations of Lower Conditional Joint CDFs in Statistical Matching Problems.
SUM
Marco Baioletti, Andrea Capotorti, Davide Petturiti, Barbara Vantaggi
2024 A conf
Optimization through Iterative Smooth Morphological Transformations.
GECCO
Valentino Santucci, Marco Baioletti, Marco Tomassini
2023 J jnl
A further step for efficient corrections of inconsistent probabilistic data sets.
Int. J. Approx. Reason.
Marco Baioletti, Andrea Capotorti
2023 — conf
On using QUBO to enforce extensions in abstract argumentation (Short Paper).
AIQxQIA@AI*IA
Marco Baioletti, Francesco Santini
2023 — ed.
Proceedings of the International Workshop on AI for Quantum and Quantum for AI (AIQxQIA 2023) co-located with 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023), November 6 - November 9, 2023, Roma Tre University, Rome, Italy.
AIQxQIA@AI*IA
Marco Baioletti, Miguel Ángel González, Angelo Oddi, Riccardo Rasconi, Ramiro Varela
2023 J jnl
Smart Caching in a Data Lake for High Energy Physics Analysis.
J. Grid Comput.
Tommaso Tedeschi, Marco Baioletti, Diego Ciangottini, Valentina Poggioni, Daniele Spiga, Loriano Storchi, Mirco Tracolli
2023 — conf
Solving Scheduling Problems with Quantum Computing: a Study on Flexible Open Shop.
GECCO Companion
Marco Baioletti, Angelo Oddi, Riccardo Rasconi
2022 B conf
A Fast Randomized Local Search for Low Budget Optimization in Black-Box Permutation Problems.
CEC
Valentino Santucci, Marco Baioletti
2022 — conf
Abstract Argumentation Goes Quantum: An Encoding to QUBO Problems.
PRICAI (1)
Marco Baioletti, Francesco Santini
2022 B conf
Comparing Basin Hopping with Differential Evolution and Particle Swarm Optimization.
EvoApplications
Marco Baioletti, Alfredo Milani, Valentino Santucci, Marco Tomassini
2022 — conf
Probabilistic reasoning as quadratic unconstrained binary optimization.
GECCO Companion
Marco Baioletti
2022 — conf
Quantum Circuit Compilation for the Graph Coloring Problem.
AI*IA
Angelo Oddi, Riccardo Rasconi, Marco Baioletti, Vieri Giuliano Santucci, Hamish Beck
2022 J jnl
Smart caching in a Data Lake for High Energy Physics analysis.
CoRR
Tommaso Tedeschi, Diego Ciangottini, Marco Baioletti, Valentina Poggioni, Daniele Spiga, Loriano Storchi, Mirco Tracolli
2021 B conf
A Novel Ant Colony Optimization Strategy for the Quantum Circuit Compilation Problem.
EvoCOP
Marco Baioletti, Riccardo Rasconi, Angelo Oddi
2021 J jnl
An improved memetic algebraic differential evolution for solving the multidimensional two-way number partitioning problem.
Expert Syst. Appl.
Valentino Santucci, Marco Baioletti, Gabriele Di Bari
2021 B conf
Evolutionary Algorithms for Roughness Coefficient Estimation in River Flow Analyses.
EvoApplications
Antonio Agresta, Marco Baioletti, Chiara Biscarini, Alfredo Milani, Valentino Santucci
2021 B conf
Smart Multi-Objective Evolutionary GAN.
CEC
Marco Baioletti, Gabriele Di Bari, Valentina Poggioni, Carlos Artemio Coello Coello
2020 — conf
A L1 Minimization Optimal Corrective Explanation Procedure for Probabilistic Databases.
IPMU (1)
Marco Baioletti, Andrea Capotorti
2020 J jnl
A lattice-based representation of independence relations for efficient closure computation.
Int. J. Approx. Reason.
Linda C. van der Gaag, Marco Baioletti, Janneke H. Bolt
2020 B conf
An Algebraic Approach for the Search Space of Permutations with Repetition.
EvoCOP
Marco Baioletti, Alfredo Milani, Valentino Santucci
2020 J jnl
An Experimental Comparison of Algebraic Crossover Operators for Permutation Problems.
Fundam. Informaticae
Marco Baioletti, Gabriele Di Bari, Alfredo Milani, Valentino Santucci
2020 — conf
An Intelligent Cache Management for Data Analysis at CMS.
ICCSA (2)
Mirco Tracolli, Marco Baioletti, Diego Ciangottini, Valentina Poggioni, Daniele Spiga
2020 J jnl
An algebraic framework for swarm and evolutionary algorithms in combinatorial optimization.
Swarm Evol. Comput.
Valentino Santucci, Marco Baioletti, Alfredo Milani
2020 — conf
An experimental evaluation of the algebraic differential evolution algorithm on the single row facility layout problem.
GECCO Companion
Gabriele Di Bari, Marco Baioletti, Valentino Santucci
2020 — conf
Caching Suggestions Using Reinforcement Learning.
LOD (1)
Mirco Tracolli, Marco Baioletti, Valentina Poggioni, Daniele Spiga
2020 C conf
Effective Big Data Caching through Reinforcement Learning.
ICMLA
Mirco Tracolli, Marco Baioletti, Valentina Poggioni, Daniele Spiga
2020 — conf
Gradient search in the space of permutations: an application for the linear ordering problem.
GECCO Companion
Valentino Santucci, Josu Ceberio, Marco Baioletti
2020 — conf
Multi-objective evolutionary GAN.
GECCO Companion
Marco Baioletti, Carlos Artemio Coello Coello, Gabriele Di Bari, Valentina Poggioni
2020 J jnl
Variable neighborhood algebraic Differential Evolution: An application to the Linear Ordering Problem with Cumulative Costs.
Inf. Sci.
Marco Baioletti, Alfredo Milani, Valentino Santucci
2019 B conf
A Binary Algebraic Differential Evolution for the MultiDimensional Two-Way Number Partitioning Problem.
EvoCOP
Valentino Santucci, Marco Baioletti, Gabriele Di Bari, Alfredo Milani
2019 J jnl
A L1 based probabilistic merging algorithm and its application to statistical matching.
Appl. Intell.
Marco Baioletti, Andrea Capotorti
2019 — conf
A Memetic Approach for the Orienteering Problem.
WIVACE
Valentino Santucci, Marco Baioletti
2019 — conf
An Analysis of Cooperative Coevolutionary Differential Evolution as Neural Networks Optimizer.
WIVACE
Marco Baioletti, Gabriele Di Bari, Valentina Poggioni
2019 — conf
An experimental comparison of algebraic differential evolution using different generating sets.
GECCO (Companion)
Marco Baioletti, Alfredo Milani, Valentino Santucci, Umberto Bartoccini
2019 — conf
Search moves in the local optima networks of permutation spaces: the QAP case.
GECCO (Companion)
Marco Baioletti, Alfredo Milani, Valentino Santucci, Marco Tomassini
2019 J jnl
Tackling Permutation-based Optimization Problems with an Algebraic Particle Swarm Optimization Algorithm.
Fundam. Informaticae
Valentino Santucci, Marco Baioletti, Alfredo Milani
2018 — conf
A Lattice Representation of Independence Relations.
PGM
Linda C. van der Gaag, Marco Baioletti, Janneke H. Bolt
2018 B conf
Algebraic Crossover Operators for Permutations.
CEC
Marco Baioletti, Alfredo Milani, Valentino Santucci
2018 — conf
Learning Bayesian Networks with Algebraic Differential Evolution.
PPSN (2)
Marco Baioletti, Alfredo Milani, Valentino Santucci
2018 B conf
MOEA/DEP: An Algebraic Decomposition-Based Evolutionary Algorithm for the Multiobjective Permutation Flowshop Scheduling Problem.
EvoCOP
Marco Baioletti, Alfredo Milani, Valentino Santucci
2018 — conf
Neural Random Access Machines Optimized by Differential Evolution.
AI*IA
Marco Baioletti, Valerio Belli, Gabriele Di Bari, Valentina Poggioni
2017 — conf
A New Precedence-Based Ant Colony Optimization for Permutation Problems.
SEAL
Marco Baioletti, Alfredo Milani, Valentino Santucci
2017 B conf
Algebraic Particle Swarm Optimization for the permutations search space.
CEC
Marco Baioletti, Alfredo Milani, Valentino Santucci
2017 — conf
An Efficient Probabilistic Merging Procedure Applied to Statistical Matching.
IEA/AIE (2)
Marco Baioletti, Andrea Capotorti
2017 — conf
Automatic Algebraic Evolutionary Algorithms.
WIVACE
Marco Baioletti, Alfredo Milani, Valentino Santucci
2017 — conf
Can Differential Evolution Be an Efficient Engine to Optimize Neural Networks?
MOD
Marco Baioletti, Gabriele Di Bari, Valentina Poggioni, Mirco Tracolli
2017 — conf
Fitness Landscape Analysis of the Permutation Flowshop Scheduling Problem with Total Flow Time Criterion.
ICCSA (1)
Marco Baioletti, Valentino Santucci
2016 J jnl
A discrete differential evolution algorithm for multi-objective permutation flowshop scheduling.
Intelligenza Artificiale
Marco Baioletti, Alfredo Milani, Valentino Santucci
2016 J jnl
Algebraic Differential Evolution Algorithm for the Permutation Flowshop Scheduling Problem With Total Flowtime Criterion.
IEEE Trans. Evol. Comput.
Valentino Santucci, Marco Baioletti, Alfredo Milani
2016 A conf
An Extension of Algebraic Differential Evolution for the Linear Ordering Problem with Cumulative Costs.
PPSN
Marco Baioletti, Alfredo Milani, Valentino Santucci
2016 J jnl
Solving permutation flowshop scheduling problems with a discrete differential evolution algorithm.
AI Commun.
Valentino Santucci, Marco Baioletti, Alfredo Milani
2015 — conf
A Discrete Differential Evolution Algorithm for Multi-Objective Permutation Flowshop Scheduling.
IPS@AI*IA
Marco Baioletti, Alfredo Milani, Valentino Santucci
2015 — conf
An Algebraic Differential Evolution for the Linear Ordering Problem.
GECCO (Companion)
Valentino Santucci, Marco Baioletti, Alfredo Milani
2015 B conf
Linear Ordering Optimization with a Combinatorial Differential Evolution.
SMC
Marco Baioletti, Alfredo Milani, Valentino Santucci
2014 A conf
A Differential Evolution Algorithm for the Permutation Flowshop Scheduling Problem with Total Flow Time Criterion.
PPSN
Valentino Santucci, Marco Baioletti, Alfredo Milani
2014 — conf
Towards a New Generation ACO-Based Planner.
ICCSA (6)
Marco Baioletti, Andrea Chiancone, Valentina Poggioni, Valentino Santucci
2013 C conf
Qualitative Combination of Independence Models.
ECSQARU
Marco Baioletti, Davide Petturiti, Barbara Vantaggi
2012 — conf
Weighted Attribute Combinations Based Similarity Measures.
IPMU (3)
Marco Baioletti, Giulianella Coletti, Davide Petturiti
2011 J jnl
Acyclic directed graphs representing independence models.
Int. J. Approx. Reason.
Marco Baioletti, Giuseppe Busanello, Barbara Vantaggi
2011 J jnl
Algorithms for possibility assessments: Coherence and extension.
Fuzzy Sets Syst.
Marco Baioletti, Davide Petturiti
2011 J jnl
Experimental evaluation of pheromone models in ACOPlan.
Ann. Math. Artif. Intell.
Marco Baioletti, Alfredo Milani, Valentina Poggioni, Fabio Rossi
2011 J jnl
Exploiting independencies to compute semigraphoid and graphoid structures.
Int. J. Approx. Reason.
Marco Baioletti, Giuseppe Busanello, Barbara Vantaggi
2011 C conf
Finding P-Maps and I-Maps to Represent Conditional Independencies.
ECSQARU
Marco Baioletti, Giuseppe Busanello, Barbara Vantaggi
2011 J jnl
Inferential models and relevant algorithms in a possibilistic framework.
Int. J. Approx. Reason.
Marco Baioletti, Giulianella Coletti, Davide Petturiti, Barbara Vantaggi
2010 — conf
An Algorithm to Find a Perfect Map for Graphoid Structures.
IPMU (1)
Marco Baioletti, Giuseppe Busanello, Barbara Vantaggi
2010 — conf
Experimental Evaluation of Pheromone Models in ACOPlan.
RCRA@CPAIOR
Marco Baioletti, Alfredo Milani, Valentina Poggioni, Fabio Rossi
2009 J jnl
A multivalued planning model.
Int. J. Artif. Intell. Soft Comput.
Marco Baioletti, Alfredo Milani, Valentina Poggioni, Silvia Suriani
2009 Misc conf
ACOPlan: Planning with Ants.
FLAIRS
Marco Baioletti, Alfredo Milani, Valentina Poggioni, Fabio Rossi
2009 C conf
Acyclic Directed Graphs to Represent Conditional Independence Models.
ECSQARU
Marco Baioletti, Giuseppe Busanello, Barbara Vantaggi
2009 B conf
An ACO Approach to Planning.
EvoCOP
Marco Baioletti, Alfredo Milani, Valentina Poggioni, Fabio Rossi
2009 A* conf
Ant Search Strategies For Planning Optimization.
ICAPS
Marco Baioletti, Alfredo Milani, Valentina Poggioni, Fabio Rossi
2009 J jnl
Conditional independence structure and its closure: Inferential rules and algorithms.
Int. J. Approx. Reason.
Marco Baioletti, Giuseppe Busanello, Barbara Vantaggi
2009 — conf
Optimal Planning with ACO.
AI*IA
Marco Baioletti, Alfredo Milani, Valentina Poggioni, Fabio Rossi
2008 — conf
An Evolutionary Algorithm for Adaptive Online Services in Dynamic Environment.
EvoWorkshops
Alfredo Milani, Clement Ho Cheung Leung, Marco Baioletti, Silvia Suriani
2008 — conf
Parallel Actions and Generalized Multivalued Constraints in Multivalued Planning.
ICCSA (2)
Marco Baioletti, Alfredo Milani, Valentina Poggioni, Silvia Suriani
2007 — conf
Interactive dynamic production by genetic algorithms.
Artificial Intelligence and Applications
Marco Baioletti, Alfredo Milani, Valentina Poggioni, Silvia Suriani
2006 A conf
A Multivalued Logic Model of Planning.
ECAI
Marco Baioletti, Alfredo Milani, Valentina Poggioni, Silvia Suriani
2005 — conf
Goal Directed Web Services.
AWIC
Alfredo Milani, Marco Baioletti, Valentina Poggioni
2003 — conf
Planning with Fuzzy Resources.
AI*IA
Marco Baioletti, Alfredo Milani, Valentina Poggioni
2003 Misc conf
Planning with Uncertain Resources.
IC-AI
Marco Baioletti, Alfredo Milani, Valentina Poggioni
2002 J jnl
Simplification Rules for the Coherent Probability Assessment Problem.
Ann. Math. Artif. Intell.
Marco Baioletti, Andrea Capotorti, Sauro Tulipani, Barbara Vantaggi
2000 — conf
DPPlan: An Algorithm for Fast Solutions Extraction from a Planning Graph.
AIPS
Marco Baioletti, Stefano Marcugini, Alfredo Milani
2000 J jnl
Elimination of Boolean variables for probabilistic coherence.
Soft Comput.
Marco Baioletti, Andrea Capotorti, Sauro Tulipani, Barbara Vantaggi
1998 Misc conf
An Extension of SATPLAN for Planning with Constraints.
AIMSA
Marco Baioletti, Stefano Marcugini, Alfredo Milani
1998 A* conf
Encoding Planning Constraints into Partial Order Planners.
KR
Marco Baioletti, Stefano Marcugini, Alfredo Milani
1997 — conf
Compiling Task Networks into Partial Order Planning Domains.
AI*IA
Marco Baioletti, Stefano Marcugini, Alfredo Milani
1997 — conf
Task Planning and Partial Order Planning: A Domain Transformation Approach.
ECP
Marco Baioletti, Stefano Marcugini, Alfredo Milani
1996 C conf
Encapsulation of Actions and Plans in Conditional Planning Systems.
IEA/AIE
Marco Baioletti, Stefano Marcugini, Alfredo Milani
1995 — conf
A Weakest Precondition Semantics for Conditional Planning.
AI*IA
Marco Baioletti, Stefano Marcugini, Alfredo Milani