Modularity Maximization and Community Detection in Complex Networks Through Recursive and Hierarchical Annealing in the DWAVE Advantage Quantum Processing Units

Authors: Falcó-Roget, Joan; Jurek, Kacper; Wojtarowicz, Barbara; Capała, Karol; Rycerz, Katarzyna

Research groups: Computational Neuroscience, Computational Intelligence, other

Modularity maximization and community detection in complex networks through recursive and hierarchical annealing in the D-Wave Advantage quantum processing units

Authors: Falcó-Roget, Joan; Jurek, Kacper; Wojtarowicz, Barbara; Capała, Karol; Rycerz, Katarzyna

Research groups: Computational Neuroscience, Computational Intelligence

Improving Noise Robustness through Abstractions and its Impact on Machine Learning

Authors: Ibias, Alfredo; Capała, Karol; Varma, Varun Ravi; Drozdz, Anna; Sousa, Jose

Research groups: Computational Intelligence

Stability of Machine Learning Predictive Features under Limited Data

Authors: Capała, Karol; Tworek, Paulina; Sousa, Jose

Research groups: Computational Intelligence

Optimization of escape kinetics by reflecting and resetting

Authors: Capała, Karol; Dybiec, Bartłomiej

Research groups: Computational Intelligence

Stochastic Model of Translocation of Knotted Proteins

Authors: Capała, Karol; Szymczak, Piotr

Research groups: Computational Intelligence

CACTUS: a Comprehensive Abstraction and Classification Tool for Uncovering Structures

Authors: Gherardini, Luca; Varma, Varun Ravi; Capała, Karol; Woords, Roger; Sousa, Jose

Research groups: Computational Intelligence

SaNDA: a Small and iNcomplete Dataset Analyser

Authors: Ibias, Alfredo; Varma, Varun Ravi; Capała, Karol; Gherardini, Luca; Sousa, Jose

Research groups: Computational Intelligence