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2020 – today
- 2024
[j23]Marco Baioletti
, Valentino Santucci, Marco Tomassini:
A performance analysis of Basin hopping compared to established metaheuristics for global optimization. J. Glob. Optim. 89(3): 803-832 (2024)- [j22]Marco Baioletti, Francesco Santini:
An encoding of argumentation problems using quadratic unconstrained binary optimization. Quantum Mach. Intell. 6(2): 51 (2024) - [c66]Valentino Santucci, Marco Baioletti, Marco Tomassini:
Optimization through Iterative Smooth Morphological Transformations. GECCO 2024 - [c65]Marco Baioletti, Andrea Capotorti, Davide Petturiti, Barbara Vantaggi:
MIP Outer Belief Approximations of Lower Conditional Joint CDFs in Statistical Matching Problems. SUM 2024: 1-13 - [i3]Marco Baioletti, Valentino Santucci, Marco Tomassini:
A Performance Analysis of Basin Hopping Compared to Established Metaheuristics for Global Optimization. CoRR abs/2403.05877 (2024) - [i2]Marco Baioletti, Francesco Santini:
An encoding of argumentation problems using quadratic unconstrained binary optimization. CoRR abs/2409.05524 (2024) - 2023
- [j21]Tommaso Tedeschi, Marco Baioletti, Diego Ciangottini, Valentina Poggioni, Daniele Spiga, Loriano Storchi, Mirco Tracolli:
Smart Caching in a Data Lake for High Energy Physics Analysis. J. Grid Comput. 21(3): 42 (2023) - [j20]Marco Baioletti, Andrea Capotorti:
A further step for efficient corrections of inconsistent probabilistic data sets. Int. J. Approx. Reason. 159: 108942 (2023) - [c64]Marco Baioletti, Francesco Santini:
On using QUBO to enforce extensions in abstract argumentation (Short Paper). AIQxQIA@AI*IA 2023 - [c63]Marco Baioletti, Angelo Oddi, Riccardo Rasconi:
Solving Scheduling Problems with Quantum Computing: a Study on Flexible Open Shop. GECCO Companion 2023: 2175-2178 - [e1]Marco Baioletti, Miguel Ángel González, Angelo Oddi, Riccardo Rasconi, Ramiro Varela:
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. CEUR Workshop Proceedings 3586, CEUR-WS.org 2023 [contents] - 2022
- [c62]Angelo Oddi, Riccardo Rasconi, Marco Baioletti, Vieri Giuliano Santucci, Hamish Beck:
Quantum Circuit Compilation for the Graph Coloring Problem. AI*IA 2022: 374-386 - [c61]Valentino Santucci, Marco Baioletti:
A Fast Randomized Local Search for Low Budget Optimization in Black-Box Permutation Problems. CEC 2022: 1-8 - [c60]Marco Baioletti, Alfredo Milani, Valentino Santucci, Marco Tomassini:
Comparing Basin Hopping with Differential Evolution and Particle Swarm Optimization. EvoApplications 2022: 46-60 - [c59]Marco Baioletti:
Probabilistic reasoning as quadratic unconstrained binary optimization. GECCO Companion 2022: 2177-2181 - [c58]Marco Baioletti, Francesco Santini:
Abstract Argumentation Goes Quantum: An Encoding to QUBO Problems. PRICAI (1) 2022: 46-60 - [i1]Tommaso Tedeschi, Diego Ciangottini, Marco Baioletti, Valentina Poggioni, Daniele Spiga, Loriano Storchi, Mirco Tracolli:
Smart caching in a Data Lake for High Energy Physics analysis. CoRR abs/2208.06437 (2022) - 2021
- [j19]Valentino Santucci, Marco Baioletti, Gabriele Di Bari:
An improved memetic algebraic differential evolution for solving the multidimensional two-way number partitioning problem. Expert Syst. Appl. 178: 114938 (2021) - [c57]Marco Baioletti, Gabriele Di Bari, Valentina Poggioni, Carlos Artemio Coello Coello:
Smart Multi-Objective Evolutionary GAN. CEC 2021: 2218-2225 - [c56]Marco Baioletti, Riccardo Rasconi, Angelo Oddi:
A Novel Ant Colony Optimization Strategy for the Quantum Circuit Compilation Problem. EvoCOP 2021: 1-16 - [c55]Antonio Agresta, Marco Baioletti, Chiara Biscarini, Alfredo Milani, Valentino Santucci:
Evolutionary Algorithms for Roughness Coefficient Estimation in River Flow Analyses. EvoApplications 2021: 795-811 - 2020
- [j18]Marco Baioletti, Gabriele Di Bari, Alfredo Milani, Valentino Santucci:
An Experimental Comparison of Algebraic Crossover Operators for Permutation Problems. Fundam. Informaticae 174(3-4): 201-228 (2020) - [j17]Linda C. van der Gaag, Marco Baioletti, Janneke H. Bolt:
A lattice-based representation of independence relations for efficient closure computation. Int. J. Approx. Reason. 126: 272-289 (2020) - [j16]Marco Baioletti, Alfredo Milani, Valentino Santucci:
Variable neighborhood algebraic Differential Evolution: An application to the Linear Ordering Problem with Cumulative Costs. Inf. Sci. 507: 37-52 (2020) - [j15]Valentino Santucci, Marco Baioletti, Alfredo Milani:
An algebraic framework for swarm and evolutionary algorithms in combinatorial optimization. Swarm Evol. Comput. 55: 100673 (2020) - [c54]Marco Baioletti, Alfredo Milani, Valentino Santucci:
An Algebraic Approach for the Search Space of Permutations with Repetition. EvoCOP 2020: 18-34 - [c53]Gabriele Di Bari, Marco Baioletti, Valentino Santucci:
An experimental evaluation of the algebraic differential evolution algorithm on the single row facility layout problem. GECCO Companion 2020: 1678-1684 - [c52]Valentino Santucci, Josu Ceberio, Marco Baioletti:
Gradient search in the space of permutations: an application for the linear ordering problem. GECCO Companion 2020: 1704-1711 - [c51]Marco Baioletti, Carlos Artemio Coello Coello, Gabriele Di Bari, Valentina Poggioni:
Multi-objective evolutionary GAN. GECCO Companion 2020: 1824-1831 - [c50]Mirco Tracolli, Marco Baioletti, Diego Ciangottini, Valentina Poggioni, Daniele Spiga:
An Intelligent Cache Management for Data Analysis at CMS. ICCSA (2) 2020: 320-332 - [c49]Mirco Tracolli, Marco Baioletti, Valentina Poggioni, Daniele Spiga:
Effective Big Data Caching through Reinforcement Learning. ICMLA 2020: 1499-1504 - [c48]Marco Baioletti, Andrea Capotorti:
A L1 Minimization Optimal Corrective Explanation Procedure for Probabilistic Databases. IPMU (1) 2020: 80-92 - [c47]Mirco Tracolli, Marco Baioletti, Valentina Poggioni, Daniele Spiga:
Caching Suggestions Using Reinforcement Learning. LOD (1) 2020: 650-662
2010 – 2019
- 2019
- [j14]Marco Baioletti, Andrea Capotorti:
A L1 based probabilistic merging algorithm and its application to statistical matching. Appl. Intell. 49(1): 112-124 (2019) - [j13]Valentino Santucci, Marco Baioletti, Alfredo Milani:
Tackling Permutation-based Optimization Problems with an Algebraic Particle Swarm Optimization Algorithm. Fundam. Informaticae 167(1-2): 133-158 (2019) - [c46]Valentino Santucci, Marco Baioletti, Gabriele Di Bari, Alfredo Milani:
A Binary Algebraic Differential Evolution for the MultiDimensional Two-Way Number Partitioning Problem. EvoCOP 2019: 17-32 - [c45]Marco Baioletti, Alfredo Milani, Valentino Santucci, Umberto Bartoccini:
An experimental comparison of algebraic differential evolution using different generating sets. GECCO (Companion) 2019: 1527-1534 - [c44]Marco Baioletti, Alfredo Milani, Valentino Santucci, Marco Tomassini:
Search moves in the local optima networks of permutation spaces: the QAP case. GECCO (Companion) 2019: 1535-1542 - [c43]Valentino Santucci, Marco Baioletti:
A Memetic Approach for the Orienteering Problem. WIVACE 2019: 38-48 - [c42]Marco Baioletti, Gabriele Di Bari, Valentina Poggioni:
An Analysis of Cooperative Coevolutionary Differential Evolution as Neural Networks Optimizer. WIVACE 2019: 90-99 - 2018
- [c41]Marco Baioletti, Valerio Belli, Gabriele Di Bari, Valentina Poggioni:
Neural Random Access Machines Optimized by Differential Evolution. AI*IA 2018: 307-319 - [c40]Marco Baioletti, Alfredo Milani, Valentino Santucci:
Algebraic Crossover Operators for Permutations. CEC 2018: 1-8 - [c39]Marco Baioletti, Alfredo Milani, Valentino Santucci:
MOEA/DEP: An Algebraic Decomposition-Based Evolutionary Algorithm for the Multiobjective Permutation Flowshop Scheduling Problem. EvoCOP 2018: 132-145 - [c38]Linda C. van der Gaag, Marco Baioletti, Janneke H. Bolt:
A Lattice Representation of Independence Relations. PGM 2018: 487-498 - [c37]Marco Baioletti, Alfredo Milani, Valentino Santucci:
Learning Bayesian Networks with Algebraic Differential Evolution. PPSN (2) 2018: 436-448 - 2017
- [c36]Marco Baioletti, Alfredo Milani, Valentino Santucci:
Algebraic Particle Swarm Optimization for the permutations search space. CEC 2017: 1587-1594 - [c35]Marco Baioletti, Valentino Santucci:
Fitness Landscape Analysis of the Permutation Flowshop Scheduling Problem with Total Flow Time Criterion. ICCSA (1) 2017: 705-716 - [c34]Marco Baioletti, Andrea Capotorti:
An Efficient Probabilistic Merging Procedure Applied to Statistical Matching. IEA/AIE (2) 2017: 65-74 - [c33]Marco Baioletti, Gabriele Di Bari, Valentina Poggioni, Mirco Tracolli:
Can Differential Evolution Be an Efficient Engine to Optimize Neural Networks? MOD 2017: 401-413 - [c32]Marco Baioletti, Alfredo Milani, Valentino Santucci:
A New Precedence-Based Ant Colony Optimization for Permutation Problems. SEAL 2017: 960-971 - [c31]Marco Baioletti, Alfredo Milani, Valentino Santucci:
Automatic Algebraic Evolutionary Algorithms. WIVACE 2017: 271-283 - 2016
- [j12]Valentino Santucci, Marco Baioletti, Alfredo Milani:
Solving permutation flowshop scheduling problems with a discrete differential evolution algorithm. AI Commun. 29(2): 269-286 (2016) - [j11]Marco Baioletti, Alfredo Milani, Valentino Santucci:
A discrete differential evolution algorithm for multi-objective permutation flowshop scheduling. Intelligenza Artificiale 10(2): 81-95 (2016) - [j10]Valentino Santucci, Marco Baioletti, Alfredo Milani:
Algebraic Differential Evolution Algorithm for the Permutation Flowshop Scheduling Problem With Total Flowtime Criterion. IEEE Trans. Evol. Comput. 20(5): 682-694 (2016) - [c30]Marco Baioletti, Alfredo Milani, Valentino Santucci:
An Extension of Algebraic Differential Evolution for the Linear Ordering Problem with Cumulative Costs. PPSN 2016: 123-133 - 2015
- [c29]Marco Baioletti, Alfredo Milani, Valentino Santucci:
A Discrete Differential Evolution Algorithm for Multi-Objective Permutation Flowshop Scheduling. IPS@AI*IA 2015: 80-87 - [c28]Valentino Santucci, Marco Baioletti, Alfredo Milani:
An Algebraic Differential Evolution for the Linear Ordering Problem. GECCO (Companion) 2015: 1479-1480 - [c27]Marco Baioletti, Alfredo Milani, Valentino Santucci:
Linear Ordering Optimization with a Combinatorial Differential Evolution. SMC 2015: 2135-2140 - 2014
- [c26]Marco Baioletti, Andrea Chiancone, Valentina Poggioni, Valentino Santucci:
Towards a New Generation ACO-Based Planner. ICCSA (6) 2014: 798-807 - [c25]Valentino Santucci, Marco Baioletti, Alfredo Milani:
A Differential Evolution Algorithm for the Permutation Flowshop Scheduling Problem with Total Flow Time Criterion. PPSN 2014: 161-170 - 2013
- [c24]Marco Baioletti, Davide Petturiti, Barbara Vantaggi:
Qualitative Combination of Independence Models. ECSQARU 2013: 37-48 - 2012
- [c23]Marco Baioletti, Giulianella Coletti, Davide Petturiti:
Weighted Attribute Combinations Based Similarity Measures. IPMU (3) 2012: 211-220 - 2011
- [j9]Marco Baioletti, Alfredo Milani, Valentina Poggioni, Fabio Rossi:
Experimental evaluation of pheromone models in ACOPlan. Ann. Math. Artif. Intell. 62(3-4): 187-217 (2011) - [j8]Marco Baioletti, Davide Petturiti:
Algorithms for possibility assessments: Coherence and extension. Fuzzy Sets Syst. 169(1): 1-25 (2011) - [j7]Marco Baioletti, Giuseppe Busanello, Barbara Vantaggi:
Acyclic directed graphs representing independence models. Int. J. Approx. Reason. 52(1): 2-18 (2011) - [j6]Marco Baioletti, Giuseppe Busanello, Barbara Vantaggi:
Exploiting independencies to compute semigraphoid and graphoid structures. Int. J. Approx. Reason. 52(5): 565-579 (2011) - [j5]Marco Baioletti, Giulianella Coletti, Davide Petturiti, Barbara Vantaggi:
Inferential models and relevant algorithms in a possibilistic framework. Int. J. Approx. Reason. 52(5): 580-598 (2011) - [c22]Marco Baioletti, Giuseppe Busanello, Barbara Vantaggi:
Finding P-Maps and I-Maps to Represent Conditional Independencies. ECSQARU 2011: 239-250 - 2010
- [c21]Marco Baioletti, Alfredo Milani, Valentina Poggioni, Fabio Rossi:
Experimental Evaluation of Pheromone Models in ACOPlan. RCRA@CPAIOR 2010 - [c20]Marco Baioletti, Giuseppe Busanello, Barbara Vantaggi:
An Algorithm to Find a Perfect Map for Graphoid Structures. IPMU (1) 2010: 1-10
2000 – 2009
- 2009
- [j4]Marco Baioletti, Alfredo Milani, Valentina Poggioni, Silvia Suriani:
A multivalued planning model. Int. J. Artif. Intell. Soft Comput. 1(2/3/4): 188-212 (2009) - [j3]Marco Baioletti, Giuseppe Busanello, Barbara Vantaggi:
Conditional independence structure and its closure: Inferential rules and algorithms. Int. J. Approx. Reason. 50(7): 1097-1114 (2009) - [c19]Marco Baioletti, Alfredo Milani, Valentina Poggioni, Fabio Rossi:
Optimal Planning with ACO. AI*IA 2009: 212-221 - [c18]Marco Baioletti, Alfredo Milani, Valentina Poggioni, Fabio Rossi:
Ant Search Strategies For Planning Optimization. ICAPS 2009 - [c17]Marco Baioletti, Giuseppe Busanello, Barbara Vantaggi:
Acyclic Directed Graphs to Represent Conditional Independence Models. ECSQARU 2009: 530-541 - [c16]Marco Baioletti, Alfredo Milani, Valentina Poggioni, Fabio Rossi:
An ACO Approach to Planning. EvoCOP 2009: 73-84 - [c15]Marco Baioletti, Alfredo Milani, Valentina Poggioni, Fabio Rossi:
ACOPlan: Planning with Ants. FLAIRS 2009 - 2008
- [c14]Alfredo Milani, Clement Ho Cheung Leung, Marco Baioletti, Silvia Suriani:
An Evolutionary Algorithm for Adaptive Online Services in Dynamic Environment. EvoWorkshops 2008: 626-632 - [c13]Marco Baioletti, Alfredo Milani, Valentina Poggioni, Silvia Suriani:
Parallel Actions and Generalized Multivalued Constraints in Multivalued Planning. ICCSA (2) 2008: 1000-1011 - 2007
- [c12]Marco Baioletti, Alfredo Milani, Valentina Poggioni, Silvia Suriani:
Interactive dynamic production by genetic algorithms. Artificial Intelligence and Applications 2007: 513-518 - 2006
- [c11]Marco Baioletti, Alfredo Milani, Valentina Poggioni, Silvia Suriani:
A Multivalued Logic Model of Planning. ECAI 2006: 575-579 - 2005
- [c10]Alfredo Milani, Marco Baioletti, Valentina Poggioni:
Goal Directed Web Services. AWIC 2005: 306-312 - 2003
- [c9]Marco Baioletti, Alfredo Milani, Valentina Poggioni:
Planning with Fuzzy Resources. AI*IA 2003: 336-348 - [c8]Marco Baioletti, Alfredo Milani, Valentina Poggioni:
Planning with Uncertain Resources. IC-AI 2003: 592-597 - 2002
- [j2]Marco Baioletti, Andrea Capotorti, Sauro Tulipani, Barbara Vantaggi:
Simplification Rules for the Coherent Probability Assessment Problem. Ann. Math. Artif. Intell. 35(1-4): 11-28 (2002) - 2000
- [j1]Marco Baioletti, Andrea Capotorti, Sauro Tulipani, Barbara Vantaggi:
Elimination of Boolean variables for probabilistic coherence. Soft Comput. 4(2): 81-88 (2000) - [c7]Marco Baioletti, Stefano Marcugini, Alfredo Milani:
DPPlan: An Algorithm for Fast Solutions Extraction from a Planning Graph. AIPS 2000: 13-21
1990 – 1999
- 1998
- [c6]Marco Baioletti, Stefano Marcugini, Alfredo Milani:
An Extension of SATPLAN for Planning with Constraints. AIMSA 1998: 39-49 - [c5]Marco Baioletti, Stefano Marcugini, Alfredo Milani:
Encoding Planning Constraints into Partial Order Planners. KR 1998: 608-616 - 1997
- [c4]Marco Baioletti, Stefano Marcugini, Alfredo Milani:
Compiling Task Networks into Partial Order Planning Domains. AI*IA 1997: 311-321 - [c3]Marco Baioletti, Stefano Marcugini, Alfredo Milani:
Task Planning and Partial Order Planning: A Domain Transformation Approach. ECP 1997: 52-63 - 1996
- [c2]Marco Baioletti, Stefano Marcugini, Alfredo Milani:
Encapsulation of Actions and Plans in Conditional Planning Systems. IEA/AIE 1996: 665-672 - 1995
- [c1]Marco Baioletti, Stefano Marcugini, Alfredo Milani:
A Weakest Precondition Semantics for Conditional Planning. AI*IA 1995: 291-302
Coauthor Index
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