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2022

Panizo-Lledot, Angel; Pedemonte, Mart'in; Bello-Orgaz, Gema; Camacho, David

Addressing Evolutionary-Based Dynamic Problems: A New Methodology for Evaluating Immigrants Strategies in MOGAs Journal Article

In: IEEE Access, vol. 10, pp. 27611–27629, 2022.

Links | BibTeX | Tags: Dynamic Community Detection, Dynamic Problems, Evolutionary Computation, Genetic Algorithms, Social Networks Analysis

2020

Panizo-LLedot, Angel; Bello-Orgaz, Gema; Camacho, David

A multi-objective genetic algorithm for detecting dynamic communities using a local search driven immigrant’s scheme Journal Article

In: Future Generation Computer Systems, vol. 110, pp. 960–975, 2020.

Links | BibTeX | Tags: Dynamic Community Detection, Dynamic Problems, Genetic Algorithms, Multi-objective Optimization, Social Networks Analysis

2019

Panizo-LLedot, Ángel; Torregrosa, Javier; Bello-Orgaz, Gema; Thorburn, Joshua; Camacho, David

Describing alt-right communities and their discourse on twitter during the 2018 us mid-term elections Inproceedings

In: International conference on complex networks and their applications, pp. 427–439, Springer 2019.

Links | BibTeX | Tags: Dynamic Community Detection, Extremism, Far-right, Social Networks, Social Networks Analysis

Osaba, Eneko; Ser, Javier Del; Panizo-LLedot, Angel; Camacho, David; Galvez, Akemi; Iglesias, Andres

Combining bio-inspired meta-heuristics and novelty search for community detection over evolving graph streams Inproceedings

In: Proceedings of the genetic and evolutionary computation conference companion, pp. 1329–1335, 2019.

Links | BibTeX | Tags: Bat Algorithm, Bio-inspired Metaheuristics, Dynamic Community Detection, Firefly Algorithm, Particle Swarm Optimization, Social Networks Analysis, Swarm Intelligence

2018

Panizo-LLedot, Ángel; Orgaz, Gema Bello; Ortega, Alfonso; Fernández, David Camacho

Un Algoritmo Memético, con búsqueda local basada en Label Propagation, para detectar comunidades en redes dinámicas Inproceedings

In: XVIII Conferencia de la Asociación Espa~nola para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, Espa~na, pp. 995–1000, Asociación Espa~nola para la Inteligencia Artificial (AEPIA) 2018.

BibTeX | Tags: Bio-inspired Metaheuristics, Dynamic Community Detection, Genetic Algorithms, Memetic Algorithms, Social Networks Analysis

Panizo-LLedot, Ángel; Bello-Orgaz, Gema; Camacho, David

A genetic algorithm with local search based on label propagation for detecting dynamic communities Inproceedings

In: International symposium on intelligent and distributed computing, pp. 319–328, Springer 2018.

Links | BibTeX | Tags: Dynamic Community Detection, Genetic Algorithms, Memetic Algorithms, Social Networks Analysis

Panizo-LLedot, Ángel; Bello-Orgaz, Gema; Ortega, Alfonso; Camacho, David

Community finding in dynamic networks using a genetic algorithm improved via a hybrid immigrants scheme Inproceedings

In: Data Science and Knowledge Engineering for Sensing Decision Support: Proceedings of the 13th International FLINS Conference (FLINS 2018), pp. 591–598, World Scientific 2018.

BibTeX | Tags: Dynamic Community Detection, Genetic Algorithms, Social Networks Analysis