Docente
Carlos M. Fernandes

Graus

• Licenciatura
  Doutoramento em Engenharia Electrotécnica

Publicações

Artigo em revista (magazine)

• 2015, This is Happening, Archive Zine

Artigo em revista

• 2021-01-01, Brain's Night Symphony (BraiNSy): A Methodology for EEG Sonification, IEEE Transactions on Affective Computing
• 2020-11-12, Generative Art with Swarm Landscapes, Entropy
• 2020-11, Population sizing of cellular evolutionary algorithms, Swarm and Evolutionary Computation
• 2019-08-26, Steady state particle swarm, PeerJ Computer Science
• 2018-06, A cellular memetic algorithm for the examination timetabling problem, Computers & Operations Research
• 2017-10, Peintures du sommeil par des fourmis artificielles, Arts et sciences
• 2016, Studying the effect of population size in distributed evolutionary algorithms on heterogeneous clusters, Applied Soft Computing Journal
• 2016, Dynamic Topologies for Particle Swarms, Transactions on Computational Intelligence XXIV
• 2015, Pherographs and other hidden landscapes, International Journal of Arts and Technology
• 2014, The sandpile scheduler: How self-organized criticality may lead to dynamic load-balancing, Cluster Computing
• 2014, Designing robust volunteer-based evolutionary algorithms, Genetic Programming and Evolvable Machines
• 2013-07, KANTS: A Stigmergic Ant Algorithm for Cluster Analysis and Swarm Art.
• 2013, The sandpile mutation Genetic Algorithm: an investigation on the working mechanisms of a diversity-oriented and self-organized mutation operator for non-stationary functions, Applied Intelligence
• 2013, Performance and scalability of particle swarms with dynamic and partially connected grid topologies, IJCCI 2013 - Proceedings of the 5th International Joint Conference on Computational Intelligence
• 2013, Designing and testing a pool-based evolutionary algorithm, Natural Computing
• 2013, COMBINATION OF HETEROGENEOUS EEG FEATURE EXTRACTION METHODS AND STACKED SEQUENTIAL LEARNING FOR SLEEP STAGE CLASSIFICATION, International Journal of Neural Systems
• 2012, Using self-organized criticality for adjusting the parameters of a particle swarm, IJCCI 2012 - Proceedings of the 4th International Joint Conference on Computational Intelligence
• 2012, Using multi-objective evolutionary algorithms for optimization of the cooling system in polymer injection molding, International Polymer Processing
• 2012, Pherogenic drawings generating colored 2-dimensional abstract Representations of Sleep EEG with the KANTS Algorithm., IJCCI 2012 - Proceedings of the 4th International Joint Conference on Computational Intelligence
• 2012, Effect of Noisy Fitness in Real-Time Strategy Games Player Behaviour Optimisation Using Evolutionary Algorithms, Journal of Computer Science and Technology
• 2011, A comparative study on the performance of dissortative mating and immigrants-based strategies for evolutionary dynamic optimization, Information Sciences
• 2010, Pherographia: Drawing by Ants, Leonardo
• 2010, Investigating replacement strategies for the adaptive dissortative mating genetic algorithm, ICEC 2010 - Proceedings of the International Conference on Evolutionary Computation
• 2008, Self-adjusting the intensity of assortative mating in genetic algorithms, Soft Computing
• 2008, Resilience to churn of a peer-to-peer evolutionary algorithm, International Journal of High Performance Systems Architecture
• 2008, Investigating restricted tournament replacement in ECGA for non-stationary environments, GECCO'08: Proceedings of the 10th Annual Conference on Genetic and Evolutionary Computation 2008
• 2008, A camera obscura for ants, ACM SIGEVOlution

Livro

• 2021, Vai Ficar Tudo Mal, Fernandes, C.M., Aletheia
• 2018, O Chapéu de Ezra Pound - e Outros Apontamentos Sobre Fotografia, Fernandes, C.M., Sinapis
• 2015, Paisagens Ocultas: Notas Sobre Arte, Ciência e Criatividade Distribuída, Fernandes, C.M., The Porfolio Project
• 2014, O Lápis Mágico: Uma História da Construção da Fotografia, Fernandes, C.M.; Sousa de Almeida, C., IST Press

Capítulo de livro

• 2024, Humans vs AI: An Exploratory Study with Online and Offline Learners
• 2015, Particle swarm optimization with dynamic topology and conservation of evaluations, Studies in Computational Intelligence , 620, Springer
• 2011, Kants: Aself-organized ant systemfor pattern clusteringand classification, Ant Colonies: Behavior in Insects and Computer Applications, Nova Publishers
• 2009, Consilience, Inside [Art and Science]

Artigo em conferência

• 2020, A Methodology for Determining Ion Channels from Membrane Potential Neuronal Recordings, EvoApplications 2022: Applications of Evolutionary Computation
• 2020, A Method for Estimating the Computational Complexity of Multimodal Functions, A Method for Estimating the Computational Complexity of Multimodal Functions
• 2019, Genealogical patterns in evolutionary algorithms, Genetic and Evolutionary Computation Conference Companion
• 2018, Revisiting Population Structure and Particle Swarm Performance, 10th International Joint Conference on Computational Intelligence
• 2018, Particle swarm and population structure, Genetic and Evolutionary Computation Conference Companion
• 2018, Dynamic Models of Partially Connected Topologies for Population-Based Metaheuristics, 2018 IEEE Congress on Evolutionary Computation (CEC)
• 2017, Spatially Structured Evolutionary Algorithms: Graph Degree, Population Size and Convergence Speed, 11th International Symposium on Intelligent Distributed Computing
• 2017, Sonification of Sleep EEG, 8th International Conference on Digital Arts
• 2017, Self-organized criticality in code repositories, ECAL 2017, the Fourteenth European Conference on Artificial Life
• 2017, Abstracting the Abstract, 8th International Conference on Digital Arts
• 2016, Asynchronous Steady State Particle Swarm, Genetic and Evolutionary Computation Conference Companion
• 2016, An Asynchronous and Steady State Update Strategy for the Particle Swarm Optimization Algorithm, PPSN 2016: Parallel Problem Solving from Nature – PPSN XIV
• 2014, Shuffle and mate: A dynamic model for spatially structured evolutionary algorithms, PPSN 2014: Parallel Problem Solving from Nature – PPSN XIII
• 2014, Particle swarms with dynamic topologies and conservation of function evaluations
• 2014, Particle Swarms with Dynamic Topologies and Conservation of Function Evaluations, International Conference on Evolutionary Computation Theory and Applications
• 2014, Dynamic and partially connected ring topologies for evolutionary algorithms with structured populations, EvoApplications 2014: Applications of Evolutionary Computation
• 2014, Cooperative selection: Improving tournament selection via altruism, uropean Conference on Evolutionary Computation in Combinatorial Optimization
• 2013, Sleep Stage Classification Using Advanced Intelligent Methods, IWANN 2013: Advances in Computational Intelligence
• 2013, Partially connected topologies for particle swarm
• 2013, Oversized populations and cooperative selection: Dealing with massive resources in parallel infrastructures, LION 2013: Learning and Intelligent Optimization
• 2013, Developing services in a service oriented architecture for evolutionary algorithms
• 2013, An analysis of a selecto-Lamarckian model of multimemetic algorithms with dynamic self-organized topology, TPNC 2013: Theory and Practice of Natural Computing
• 2013, Adapting the Bak-Sneppen Model to a Dynamic and Partially Connected Grid of Hierarchical Species
• 2012, Validating design choices in a pool-based distributed evolutionary algorithms architecture, 14th international conference on Genetic and evolutionary computation conference companion - GECCO Companion '12
• 2012, SofEA: a pool-based framework for evolutionary algorithms using CouchDB, 14th annual conference companion on Genetic and evolutionary computation
• 2012, Photorealistic rendering with an ant algorithm, IJCCI 2012: Computational Intelligence
• 2012, Particle swarm with self-organized criticality, 14th annual conference companion on Genetic and evolutionary computation
• 2012, Generating colored 2-dimensional representations of sleep EEG with the KANTS clustering algorithm
• 2012, Designing a Self-Organized Approach for Scheduling Bag-of-Tasks, 2012 Seventh International Conference on P2P, Parallel, Grid, Cloud and Internet Computing
• 2012, Controlling the Parameters of the Particle Swarm Optimization with a Self-Organized Criticality Model, PPSN 2012: Parallel Problem Solving from Nature - PPSN XII
• 2012, A time-varying inertia weight strategy for particles swarms based on self-organized criticality, IJCCI 2012: Computational Intelligence
• 2011, The sandpile mutation operator for genetic algorithms, LION 2011: Learning and Intelligent Optimization
• 2011, Optimizing Strategy Parameters in a Game Bot, IWANN 2011: Advances in Computational Intelligence
• 2011, Analysing the Performance of Different Population Structures for an Agent-Based Evolutionary Algorithm, LION 2011: Learning and Intelligent Optimization
• 2011, A Study on the Mutation Rates of a Genetic Algorithm Interacting with a Sandpile, EvoApplications 2011: Applications of Evolutionary Computation
• 2010, Enhancing the Adaptive Dissortative Mating Genetic Algorithm in Fast Non-stationary Fitness Functions, IJCCI 2010: Computational Intelligence
• 2009, Studying the Cache Size in a Gossip-Based Evolutionary Algorithm
• 2009, Improving genetic algorithms performance via deterministic population shrinkage
• 2009, An Ant-Based Rule for UMDA’s Update Strategy, ECAL 2009: Advances in Artificial Life. Darwin Meets von Neumann
• 2008, UMDAs for dynamic optimization problems, 10th Annual Conference on Genetic and Evolutionary Computation 2008
• 2008, Tracking Extrema in Dynamic Fitness Functions with Dissortative Mating Genetic Algorithms, 2008 Eighth International Conference on Hybrid Intelligent Systems
• 2008, KohonAnts: A self-organizing ant algorithm for clustering and pattern classification, 11th International Conference on the Simulation and Synthesis of Living Systems, ALIFE 2008
• 2008, KANTS: Artifical Ant System for Classification, ANTS 2008: Ant Colony Optimization and Swarm Intelligence
• 2008, Investigating restricted tournament replacement in ECGA for non-stationary environments
• 2008, Evolvable Agents in Static and Dynamic Optimization Problems, PPSN 2008: Parallel Problem Solving from Nature – PPSN X
• 2008, Addressing Churn in a Peer-to-Peer Evolutionary Algorithm, 1st International Workshop on Parallel Architectures and Bioinspired Algorithms
• 2008, A self-organized criticality mutation operator for dynamic optimization problems
• 2007, Stigmergic optimization in dynamic binary landscapes, 2007 ACM symposium on Applied computing
• 2007, Computational chemotaxis in ants and bacteria over dynamic environments, Congress on Evolutionary Computation
• 2007, Binary ant algorithm, 9th annual conference on Genetic and evolutionary computation
• 2006, Self-regulated population size in evolutionary algorithms, PPSN 2006: Parallel Problem Solving from Nature - PPSN IX
• 2006, Self-regulated Population Size in Evolutionary Algorithms, PPSN 2006: Parallel Problem Solving from Nature - PPSN IX
• 2006, On Self-Regulated Swarms, Societal Memory, Speed and Dynamics, 10th International Conference on the Simulation and Synthesis of Living Systems
• 2005, Varying the Population Size of Artificial Foraging Swarms on Time Varying Landscapes, International Conference on Artificial Neural Networks
• 2002, Infected Genes Evolutionary Algorithm for School Timetabling, Advances in Intelligent Systems, Fuzzy Systems, Evolutionary Computation
• 2001, Using assortative mating in genetic algorithms for vector quantization problems, 2001 ACM symposium on Applied computing
• 2001, A study on non-random mating and varying population size in genetic algorithms using a Royal Road function, IEEE Conference on Evolutionary Computation, ICEC
• 2000, niGAVaPS — outbreeding in genetic algorithms, 2000 ACM symposium on Applied computing
• 1999, High school weekly timetabling by evolutionary algorithms, ACM Symposium on Applied Computing

Catálogo de exposição

• 2006, I-S-T 95-75-15, IST Press
• 2001, Kaluptein, IST Press

Prefácio / Posfácio

• 2009, ROBOT ARTe