Pablo Torrijos

17 papers A* 1A 1B 1C 2Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2026 A* conf
Bayesian Network Structural Consensus via Greedy Min-Cut Analysis.
AAAI
Pablo Torrijos, José M. Puerta, Juan A. Aledo, José A. Gámez
2026 J jnl
FedGES: A Federated Learning Approach for Bayesian Network Structure Learning.
Mach. Learn.
Pablo Torrijos, José A. Gámez, José M. Puerta
2025 J jnl
Enhancing Bayesian Network Structural Learning with Monte Carlo Tree Search.
CoRR
Jorge D. Laborda, Pablo Torrijos, José M. Puerta, José A. Gámez
2025 J jnl
FedGES: A Federated Learning Approach for BN Structure Learning.
CoRR
Pablo Torrijos, José A. Gámez, José M. Puerta
2025 J jnl
Federated Learning with Discriminative Naive Bayes Classifier.
CoRR
Pablo Torrijos, Juan C. Alfaro, José A. Gámez, José M. Puerta
2025 A conf
Genetic Algorithms for Tractable Bayesian Network Fusion via Pre-Fusion Edge Pruning.
GECCO
Pablo Torrijos, José A. Gámez, José M. Puerta, Juan A. Aledo
2025 J jnl
Informed Greedy Algorithm for Scalable Bayesian Network Fusion via Minimum Cut Analysis.
CoRR
Pablo Torrijos, José M. Puerta, José A. Gámez, Juan A. Aledo
2024 J jnl
A Ring-Based Distributed Algorithm for Learning High-Dimensional Bayesian Networks.
CoRR
Jorge D. Laborda, Pablo Torrijos, José M. Puerta, José A. Gámez
2024 J jnl
Distributed fusion-based algorithms for learning high-dimensional Bayesian Networks: Testing ring and star topologies.
Int. J. Approx. Reason.
Jorge D. Laborda, Pablo Torrijos, José M. Puerta, José A. Gámez
2024 — conf
Enhancing Bayesian Network Structural Learning with Monte Carlo Tree Search.
IPMU (1)
Jorge D. Laborda, Pablo Torrijos, José M. Puerta, José A. Gámez
2024 — conf
FedGES: A Federated Learning Approach for Bayesian Network Structure Learning.
DS (2)
Pablo Torrijos, José A. Gámez, José M. Puerta
2024 — conf
Federated Learning with Discriminative Naive Bayes Classifier.
IDEAL (2)
Pablo Torrijos, Juan C. Alfaro, José A. Gámez, José M. Puerta
2024 J jnl
Parallel structural learning of Bayesian networks: Iterative divide and conquer algorithm based on structural fusion.
Knowl. Based Syst.
Jorge D. Laborda, Pablo Torrijos, José M. Puerta, José A. Gámez
2024 B conf
Structural Fusion of Bayesian Networks with Limited Treewidth Using Genetic Algorithms.
CEC
Pablo Torrijos, José A. Gámez, José M. Puerta
2023 C conf
A Ring-Based Distributed Algorithm for Learning High-Dimensional Bayesian Networks.
ECSQARU
Jorge D. Laborda, Pablo Torrijos, José M. Puerta, José A. Gámez
2023 C conf
MiniAnDE: A Reduced AnDE Ensemble to Deal with Microarray Data.
EANN
Pablo Torrijos, José A. Gámez, José M. Puerta
2023 J jnl
MiniAnDE: a reduced AnDE ensemble to deal with microarray data.
CoRR
Pablo Torrijos, José A. Gámez, José M. Puerta