I am always happy to share pdfs, code, data and answer questions about my publications.

If you click the title of the article, you should be directed to the copy at my institution's repository. Otherwise, feel free to contact me directly about copies of these papers.

Peer Reviewed Journal Articles (R1)

  1. Icaro Miranda, Claus Aranha, Andre C. P. L. F. de Carvalho, Luiz P. F. Garcia, "Empirical Comparison of EEG Signal Classification Techniques through Genetic Programming-based AutoML: An Extended Study", Journal of Information and Data Management (JIDM), DOI:10.5753/jidm.2024.3369, v. 15, n. 1, pp.175-185, 2024.02

  2. Felipe Campelo, Claus Aranha, "Lessons from the Evolutionary Computation Bestiary", MIT Artificial Life Journal, 29(4), 421-432, DOI: 10.1162/artl_a_00402, 2023.07

  3. Yuri Lavinas, Marcelo Ladeira, Gabriela Ochoa, Claus Aranha, "Multiobjective Evolutionary Component Effect on Algorithm behavior", ACM Transactions on Evolutionary Learning and Optimization, 25 pages (online) DOI: 10.1145/3612933, 2023.08

  4. Antony Hallam, Romain Chassagne, Claus Aranha, Yifan He, "Comparison of Map Metrics as Fitness Input for Assisted Seismic History Matching", Journal of Geophysics and Engineering, Volume 19, Issue 3, pp 457--474, DOI: 10.1093/jge/gxac024

  5. Yifan He, Claus Aranha, Antony Hallam, Romain Chassagne "Optimization of subsurface models with multiple criteria using Lexicase Selection", Operation Research Perspectives, Volume 9, 10 pages (online) DOI: 10.1016/j.orp.2022.100237, 2022.05

  6. Yuri Lavinas, Marcelo Ladeira, Claus Aranha; "Faster Convergence in Multi-Objective Optimization Algorithms Based on Decomposition". MIT Press, Evolutionary Computation, 1--26, 2022.02; DOI:10.1162/evco_a_00306

  7. Claus Aranha, C.L. Camacho Villalón, Felipe Campelo et al. "Metaphor-based metaheuristics, a call for action: the elephant in the room." Swarm Intelligence 16, 1–6. 2021.11 DOI:10.1007/s11721-021-00202-9

  8. Yifan He, Claus Aranha, "Solving Portfolio Optimization Problems Using MOEA/D and Levy Flight", Advances in Data Science and Adaptive Analysis, Vol. 12, No. 03n04, 2020.08 Arxiv, DOI:10.1142/S2424922X20500059

  9. Romain Chassagne, Claus Aranha, "A Pragmatic Investigation of the Objective Function for Subsurface Data Assimilation Problem", Operations Research Perspectives, Volume 7, 2020.02. DOI: 10.1016/j.orp.2020.100143

  10. Felipe Campelo, Lucas Batista, Claus Aranha, "The MOEADr Package - A Component-Based Framework for Multiobjective Evolutionary Algorithms Based on Decomposition", Journal of Statistical Software, Volume 92, Issue 6, 2020.2, DOI: 10.18637/jss.v092.i06

  11. Dongqing Zhao, Claus Aranha, Hitoshi Kanoh, "Solving Facility Layout Problems Using EA with Levy Flight", Journal of the Japanese Society of Evolutionary Computation, Volume 9, Number 1, pp.1-9 2018 (In Japanese)

  12. Takato Kimura, Claus Aranha, Tetsuya Sakurai, "Automatic Crack Detection in Infrastructure Inspection Using Fully Convolutional Networks", Transactions on Modeling of the Information Processing Society of Japan, Volume 11, No 1, 12-20, 2018.3

  13. Claus Aranha, Hiromu Matsushima, Hitoshi Kanoh, "Information Exchange Model for Multi-Agent Earthquake/Tsunami Evacuation Simulation", Journal of Natural Disaster Sciences, Vol 38, No 2 (2017.12) PDF

  14. Rodrigo T. Peres, Claus Aranha, Carlos E. Pedreira: "Optimized Bi-Dimensional Data Projection For Clustering Visualization", Information Sciences, Volume 232, pp. 104-115, 2013.

  15. Claus Aranha, Carlos R. B. Azevedo, Hitoshi Iba: "Money in trees: How memes, trees, and isolation can optimize financial portfolios", Information Sciences, Volume 182, Issue 1, pp. 184-198, 2012.

  16. Claus Aranha, Hitoshi Iba: "The Memetic Tree-based Genetic Algorithm and its application to Portfolio Optimization", Memetic Computing, Volume 1, Issue 2, pp. 139-151, 2009.

Peer Reviewed International Conference (R2)

  1. Yifan He, Claus Aranha, "Evolving Benchmark Functions to Compare Evolutionary Algorithms via Genetic Programming", IEEE Congress on Evolutionary Computation, 8 pages, DOI:10.1109/CEC60901.2024.10611801, 2024.07

  2. Alexandre Mascarenhas, Yuta Kobayashi, Claus Aranha, "Novel Genotypic Diversity Metrics for Real-Coded Optimization on Multi-Modal Problems", IEEE Congress on Evolutionary Computation, 8 pages, DOI: 10.1109/CEC60901.2024.10611897, 2024.07

  3. Takafumi Fukase, Yuta Kobayashi, Claus Aranha, "Extending Lexicase DE for a Multi-Niche Constraint Satisfaction Industrial Design Problem", IEEE Congress on Evolutionary Computation, 8 pages, DOI: 10.1109/CEC60901.2024.10611919, 2024.07

  4. Luiz F. S. Eugenio dos Santos, Claus Aranha, Andre P. de L. F. de Carvalho, "Multi-agent City Expansion With Land Use and Transport", Artificial Life Conference Proceedings, 7 pages. DOI: 10.1162/isal_a_00675, 2023.07

  5. Shiyu Jiang, Heejoon Kim, Fabio Tanaka, Claus Aranha, Anna Bogdanova, Kimia Ghobadi, Anton Dahbura, "Simulating Disease Spread During Disaster Scenarios", Artificial Life Conference Proceedings, 9 pages. DOI: 10.1162/isal_a_00681, 2023.07

  6. Gabriela Ochoa, Arnaud Liefooghe, Yuri Lavinas, Claus Aranha, "Decision/Objective Space Trajectory Networks for Multi-objective Combinatorial Optimisation", Evolutionary Computation in Combinatorial Optimization (EvoCOP) 2023, pp 211-226. DOI: 10.1007/978-3-031-30035-6_14, 2023.03

  7. Yifan He, Claus Aranha, Tetsuya Sakurai, "Knowledge-Driven Program Synthesis via Adaptive Replacement Mutation and AUto-constructed Subprogram Archives", IEEE Symposium Series on Computational Intelligence (SSCI-2022), Arxiv, 8 pages (online), 2022.12

  8. Fabio Tanaka, Claus Aranha, "Co-evolving morphology and control of soft robots using a single", IEEE Symposium Series on Computational Intelligence (SSCI-2022), Arxiv, 8 pages (online), 2022.12

  9. Jair Pereira Junior, Claus Aranha, "Empirical Similarity Measure for Metaheuristics", International Conference on Bioinspired Optimization Methods and Their Applications (BIOMA), 14 pages (online), DOI: 10.1007/978-3-031-21094-5_6, 2022.10

  10. Christoph Salge, Claus Aranha, et al. (19 authors), "Impressions of the GDMC AI Settlement Generation Challenge in Minecraft", Foundations of Digital Games, 16 pages (online) DOI: 10.1145/3555858.3555940, 2022.09

  11. Yuri Lavinas, Marcelo Ladeira, Gabriela Ochoa, Claus Aranha, "Component-wise Analysis of Automatically Designed Multiobjective Algorithms on Constrained Problems", Proceedings of the Genetic and Evolutionary Computation Conference 2022, 9 pages, arXiv, doi:10.1145/3512290.3528719 2022.07

  12. Yuri Lavinas, Claus Aranha, Gabriela Ochoa, "Search Trajectories NEtworks of Multiobjective Evolutionary Algorithms", EvoApplications 2022: Applications of Evolutionary Computation, 15 pages, arXiv, doi:10.1007/978-3-031-02462-7_15, 2022.04

  13. Abe Mitsuteru, Fabio Tanaka, Jair Pereira Junior, Anna Bogdanova, Tetsuya Sakurai, Claus Aranha "Using Agent-Based Simulator to Assess Interventions Against COVID-19 in a Small Community Generated from Map Data", AAMAS '22: Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 8 pages, DOI: 10.5555/3535850.3535852, 2022.05

  14. Yuri Lavinas, Abe Mitsu Teru, Yuta Kobayashi, Claus Aranha, "MOEA/D with Adaptative Number of WeightVectors", Theory and Practice of Natural Computing, 12 pages, 2021.11 DOI:10.1007/978-3-030-90425-8_7

  15. Felipe Campelo, Claus Aranha, "Sharks, Zombies and Volleyball: Lessons from the Evolutionary Computation Bestiary", LIFELIKE Computing Systems Workshop, 6 pages, 2021.07 DownloadPresentation

  16. Felipe Vaz, Yuri Lavinas, Claus Aranha, Marcelo Ladeira, "Exploring Constraint Handling Techniques in Real-world Problems on MOEA/D with Limited Budget for Evaluations", in 11th Conference on Evolutionary Multi-Criterion Optimization (EMO), 12 pages, 2021.03, DOI:10.1007/978-3-030-72062-9_44

  17. Felipe Andrade, Claus Aranha, Ricardo Torres, "On the Use of Predation to Shape Evolutionary Computation", IEEE Symposium Series on Computational Intelligence (SSCI 2020), pp 117-124, 2020.11, DOI: 10.1109/SSCI47803.2020.9308209

  18. Yifan He, Claus Aranha, Tetsuya Sakurai, "Parameter Evolution Self-Adaptive Strategy and Its Application for Cuckoo Search", in Bioinspired Optimization Methods and Their Applications (BIOMA 2020), Lecture Notes in Computer Science, vol 12438. 2020.11, DOI: 10.1007/978-3-030-63710-1_5

  19. Eduardo Hauck, Claus Aranha,"Automatic Generation of Super Mario Levels via Graph Grammars", 2020 IEEE Conference on Games (CoG), Osaka, Japan 2020, pp.297-304, 2020.08 DOI: 10.1109/CoG47356.2020.9231526

  20. Yuri Lavinas, Claus Aranha, Marcelo Ladeira, and Felipe Campelo, "MOEA/D with Random Partial Update Strategy", IEEE Congress on Evolutionary Computation, pp. 1--8, 2020.07 DOI: 10.1109/CEC48606.2020.9185527 Preprint

  21. Jair Pereira Junior, Claus Aranha, and Tetsuya Sakurai, "A Training Difficulty Schedule for Effective Search of Meta-Heuristic Design", 2020 IEEE Congress on Evolutionary Computation, pp. 1--8, 2020.07 DOI: 10.1109/CEC48606.2020.9185806

  22. Nicolo Oreste Pinciroli Vago, Yuri Lavinas, Daniele Rodrigues, Felipe Moura, Sergio Cunha, Claus Aranha, and Ricardo da Silva Torres, "INTEGRA: An Open Tool To Support Graph-Based Change Pattern Analyses In Simulated Football Matches", 34th International ECMS Conference on Modeling and Simulation, 2020.06 DOI: 10.7148/2020-0228

  23. Reyhan Aydoğan, Tim Baarslag, Katsuhide Fujita, Johnathan Mell, Jonathan Gratch, Dave De Jonge, Yasser Mohammad, Shinji Nakadai, Satoshi Morinaga, Hirotaka Osawa, Claus Aranha and Catholijn Jonker, "Challenges and Main Results of the Automated Negotiating Agents Competition (ANAC) 2019", Multi-Agent Systems and Agreement Technologies. EUMAS 2020, AT 2020. Lecture Notes in Computer Science, vol 12520. Springer, Cham. DOI: 10.1007/978-3-030-66412-1_23

  24. Yuri Lavinas, Claus Aranha, Marcelo Ladeira, "Improving Resource Allocation in MOEA/D with Decision-Space Diversity Metrics", Theory and Practice of Natural Computing, pages 134-146, 2019.11, DOI: 10.1007/978-3-030-34500-6_9

  25. Hirotaka Osawa, Takashi Otsuki, Claus Aranha, Fujio Toriumi, "Negotiation in Hidden Identity: Designing Protocol for Werewolf Game", In Twelfth International Workshop on Agent-based Complex Automated Negotiations (ACAN2019), 2019.8

  26. Icaro Marcelino, Claus Aranha, Marcelo Ladeira, "Classification of EEG Signals using Genetic Programming for Feature Construction", In Genetic and Evolutionary Computation Conference (GECCO '19), DOI: 10.1145/3321707.3321737, 2019.7 -- Selected as a Finalist of the HUMIES prize 2019

  27. Yuri Lavinas, Claus Aranha, Tetsuya Sakurai, Marcelo Ladeira, "Experimental Analysis of the Tournament Size on Genetic Algorithms", IEEE International Conference on Systems, Man and Cybernetics, pp.3647-3653, 2018.10.

  28. Icaro Miranda, Marcelo Ladeira, Claus Aranha, "A Comparison Study Between Deep Learning and Genetic Programming Application in Cart Pole Balancing Problem", Proceedings of the IEEE Congress on Evolutionary Computation, pp.1657-1663, 2018.7

  29. Claus Aranha, Kenta Toda, Hitoshi Kanoh, "Solving the Graph Coloring Problem using Cuckoo Search", Advances in Swarm Intelligence: 8th international Conference, pages 552--560, Fukuoka, Japan (2017.7)

  30. Dongqing Zhao, Claus Aranha, Hitoshi Kanoh, "Solving Real-World Facility Layout Problems Using GA with Levy Flights and Multi-Decoding", 18th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD 2017), pp.333-338 (2017.6)

  31. Dongqing Zhao, Claus Aranha, Hitoshi Kanoh, "Solving Facility Layout Problems Using Evolutionary Strategy Based on Levy Flight", 9th International Workshop On Computational Intelligence and Applications P39-44 (2016.11)

  32. Takuya Aoki, Claus Aranha and Hitoshi Kanoh, "PSO Algorithm with Transition Probability Based on Hamming Distance for Graph Coloring Problem", IEEE International Conference on Systems, Man and Cybernetics, pp.1956-1961 (2015.10). Preprint

  33. Annica Ivert, Claus Aranha and Hitoshi Iba, "Feature Selection and Classification Using Ensembles of Genetic Programs and Within-class and Between-class Permutations", proceedings of the IEEE Congress on Evolutionary Computation, pp.1121-1128 (2015.5)

  34. Claus Aranha, Ryoji Tanabe, Romain Chassagne and Alex Fukunaga "Optimization of Oil Reservoir Model Using Tuned Evolutionary Algorithms and Adaptive Differential Evolution", Proceedings of the IEEE Congress on Evolutionary Computation, pp.877-884 (2015.5)

  35. Rafael Pizzo, Claus Aranha, "Continuous Immersive Narrative Development in Visual Novel Game using Psychological and Behavioral User Classification Systems", 7th International Conference on Game and Entertainment Technologies (GET 2014), Lisbon, Portugal, 2014

  36. Claus Aranha, Yuri Cossich Lavinas, Marcelo Ladeira and Bogdan Enescu: "Is it possible to generate good Earthquake Risk Models using Genetic Algorithms?", 6th International Conference on Evolutionary Computation Theory and Applications (ECTA), Rome, 2014. (preprint)

  37. Claus Aranha, Hitoshi Iba: "Using Memetic Algorithms To Improve Portfolio Performance In Static And Dynamic Trading Scenarios", Proceedings of the 11th Annual Conference on Genetic and Evolutionary Computation (GECCO'09, Montreal, Canada, July 8-12, 2009), pp. 1427-1434, 2009.

  38. Akinori Hirabayashi, Claus Aranha, Hitoshi Iba: "Optimization of the Trading Rule in Foreign Exchange using Genetic Algorithm", Proceedings of the 11th Annual Conference on Genetic and Evolutionary Computation (GECCO'09, Montreal, Canada, July 8-12, 2009), pp. 1529-1536, 2009.

  39. Claus Aranha, Hitoshi Iba: "MVGPC+: An Integrated Approach to Machine- Learning Classification", Proceedings of the IASTED International Conference Advances in Computer Science and Engineering (ACSE 2009 Phuket, Thailand, March 16-18, 2009), pp. 38-43, 2009.

  40. Akinori Hirabayashi, Claus Aranha, Hitoshi Iba: "Optimization of the Trading Rule in Foreign Exchange using Genetic Algorithms", Proceeding of the IASTED International Conference Advances in Computer Science and Engineering (ACSE 2009 Phuket, Thailand, March 16-18, 2009), pp. 32-37, 2009.

  41. Claus Aranha, Hitoshi Iba: "Application of a Memetic Algorithm to the Portfolio Optimization Problem", Proceedings of the 21st Australasian Joint Conference on Artificial Intelligence (AI '08 Auckland, New Zealand, December 3-5, 2008), pp. 512-521, 2008.

  42. Claus C. Aranha, Hitoshi Iba: "A Tree-based GA Representation For The Portfolio Optimization Problem", Proceedings of the 10th Annual Conference on Genetic and Evolutionary Computation (GECCO'08, Atlanta, USA, July 12-16, 2008), pp. 873-880, 2008.

  43. Claus Aranha, Hitoshi Iba: "Modeling Cost into a Genetic algorithm-based Portfolio Optimization System By Seeding and Objective Sharing", Proceedings of the IEEE Congress on Evolutionary Computation (CEC'07, Singapore, September 25-28, 2007), pp. 196-203, 2007.

  44. Claus Aranha, Hitoshi Iba: "Portfolio Management by Genetic Algorithms with Error Modeling", Proceedings of the 10th Joint Conference on Information Sciences (IS2007, Salt Lake City, USA, July 18-24, 2007), pp. 459-465, 2007.

  45. Claus Aranha, O. Kasai, U. Uchide, Hitoshi Iba: "Day-trading Rules development by Genetic Programming", Proceedings of the 10th Joint Conference on Information Sciences (IS2007, Salt Lake City, USA, July 18-24, 2007), pp. 515-521, 2007.

  46. Claus Aranha, Hitoshi Iba: "The Effect of Using Evolutionary Algorithms on Ant Clustering Techniques", Proceedings of the Third Asian-Pacific Workshop on Genetic Programming (ASPGP'06, Hanoi, Vietnam, October 12-14, 2006), pp. 24-34, 2006.

  47. Claus C. Aranha, Schubert R. Carvalho, Luiz M. G. Goncalvez: "Câmbio: Realistic Three Dimensional Simulation of humanoids based on Computer Vision and Robotics", Proceedings of the 11th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision (WSCG'2003, Plzem, Czech Republic, February 3-7, 2003), pp. 388-395, 2003.

Others (Posters, Local Workshops / Symposium, Etc)

  1. Richard Alison, Claus Aranha, "Co-evolution of Agent Movement Strategies in the Wolf Sheep Predation Simulation", 26th Symposium of the Japanese Society for Evolutionary Computation, 2024.09 (Poster)

  2. Yuri Lavinas, Marcelo Ladeira, Gabriela Ochoa, Claus Aranha, "Multiobjective Evolutionary Component Effect on Algorithm Behavior", GECCO '24 Companion: Proceedings of the Genetic and Evolutionary Computation Conference Companion, pp. 41-42, DOI: 10.1145/3638530.3664069, 2024.08 (Late-breaking abstract)

  3. Kamimura Ryota, Claus Aranha, "Using Genetic Algorithms to search the strongest type in Pokemon", 25th Symposium of the Japanese Society for Evolutionary Computation, 2024.03 (Poster, in Japanese)

  4. Kobayashi Yuuta, Alexandre Victor Santos Mascarenhas, Claus Aranha, "Diversity Measures for Multi-Modal Continuous Optimization", 25th Symposium of the Japanese Society for Evolutionary Computation, 2024.03 (Poster, in Japanese)

  5. Alexandre Mascarenhas, Yuri Lavinas, Claus Aranha, "AbCD: A Component-wise Adjustable Framework for Dynamic Optimization Problems", GECCO 2023 Proceedings of the Companion COnference on Genetic and Evolutionary Computation, pp. 503-506, DOI: 10.1145/3583133.3590655, 2023.07 (Short Paper)

  6. Jair Pereira Junior, Claus Aranha, "Re-Evaluating Algorithm Variations Using Empirical Similarity", GECCO 2023 Proceedings of the Companion Conference on Genetic and Evolutionary Computation, pp. 511-514, DOI: 10.1145/3583133.3590593, 2023.07 (Short Paper)

  7. Luiz FSE dos Santos, Claus Aranha, Andre PLF de Carvalho, "An Agent-based Approach to Procedural City Generation Incorporating Land Use and Transport Iteraction Models", SBC-ENIAC, Arxiv, 2022-10 (Local workshop)

  8. Yifan He, Claus Aranha, Tetsuya Sakurai, "Incorporating Sub-programs as Knowledge in Program Synthesis by PushGP and Adaptive Replacement Mutation", Proceedings of the Genetic and Evolutionary Computation Conference 2022, DOI: 10.1145/3520304.3528891 2022.07 (Short Paper)

  9. Yuta Kobayashi, Claus Aranha, Tetsuya Sakurai, "Dynamic Adaptation of Decomposition Vector Set Size for MOEA/D", In Genetic and Evolutionary Computation Conference Companion (GECCO '21 Companion), 2021.7, DOI:10.1145/3449726.3459453 (Short Paper)

  10. Yifan He, Claus Aranha, "Using Lexicase Selection and Differential Evolution for Solving Multi-objective Optimization Problems", 19th Symposium of the Japanese Society on Evolutionary Computation, 2021.03

  11. Takashi Otsuki, Yoshinobu Kano, Daisuke Katagami, Hirotaka Osawa, Claus Aranha, Michimasa Inaba, "Summary of the OS -- AI Werewolf and Incomplete Information Games", 5 pages, Invited Issue for the Japanese Society of Artificial Intelligence, 2021.07 (in Japanese)

  12. Fujio Toriumi, Yoshinobu Kano, Takashi Otsuki, Hirotaka Osawa, Claus Aranha, Michimasa Inaba, Daisuke Katagami, "AI Wolf Contest -- After the International Contest and the Natural Language Contest --", Artificial Intelligence, Vol. 35, Number 3, Special Issue on AI Competitions, pp 344-350, 2020.05 DOI: 10.11517/jjsai.35.3_344 (In Japanese)

  13. Yifan He, Claus Aranha, Hitoshi Kanoh, "Solving Portfolio Optimization Problems Based on MOEA/D and Levy Flight", 16th Symposium of the Japanese Society on Evolutionary Computation, 2019.9 (Poster Presentation)

  14. Jair Pereira Junior, Anna Bogdanova, Claus Aranha, "Analysis of Automatic Generated Swarm Intelligence using Grammatical Evolution", 16th Symposium of the Japanese Society on Evolutionary Computation, 2019.9 (Poster Presentation)

  15. Anna Bogdanova, Jair Pereira Junior, Claus Aranha, "Franken-Swarm: Grammatical Evolution for the Automatic Generation of Swarm-like Meta-heuristics", In Genetic and Evolutionary Computation Conference Companion (GECCO '19 Companion), DOI: 10.1145/3319619.3321902, 2019.7 (Short Paper)

  16. Yuri Lavinas, Claus Aranha, Testuya Sakurai, "Using Diversity as a Priority Function for Resource Allocation on MOEA/D", In Genetic and Evolutionary Computation Conference Companion (GECCO '19 Companion), DOI: 10.1145/3319619.3321948, 2019.7 (Short Paper)

  17. Claus Aranha, Jair Pereira Junior, Hitoshi Kanoh, "Comparative Study on Discrete SI Approaches to the Graph Coloring Problem", Proceedings of the Annual Genetic and Evolutionary Computation Conference, Proceedings Companion pp.81-82, 2018.7, Conference Proceedings (Short Paper)

  18. Kazusada Kawamo, Claus Aranha, Hitoshi Kanoh, "Continuous Optimization using Parallel Cuckoo Search with Multiple Swarms", Technical Report for the 80th National Meeting of the Information Processing Society of Japan, 2 pages, (In Japanese) (Student Prize) (2018.3) (Poster Presentation)

  19. Kazuaki Sawada, Claus Aranha, Hitoshi Kano, Yuki Nishio, "Solving the Room Layout Problem using Cuckoo Search", Technical Report for the 80th National Meeting of the Information Processing Society of Japan, 2 pages, (In Japanese), (2018.3) (Poster Presentation)

  20. Yuri Lavinas, Claus Aranha, Marcelo Ladeira, "Experimental Analysis of the Tournament Size on Evolutionary Algorithms" Symposium of the Japanese Society of Evolutionary Computation (2017.12)

  21. Felipe S. P. Andrade, Claus Aranha, Ricardo Torres, "Ecology-aware Evolutionary Computation Systems" Symposium of the Japanese Society of Evolutionary Computation (2017.12)

  22. Claus Aranha, Felipe Campelo, Lucas S. Batista, "Understanding Multi-objective Evolutionary Algorithms through Component Oriented Design", 13th Meeting of the Japanese Society of Evolutionary Computation (Best Paper Prize) (2017.9)

  23. Mitchell Miller, Claus Aranha, "Learning to Cheese: Using Genetic Algorithms to Generate Build Orders in Starcraft", Information Processing Society of Japan, Entertainment Computing Symposium (2017.9)

  24. Huang Han, Claus Aranha, "Beauty is on the Chip of the Beholder: Teaching a Neural Network to Recognize Beautiful Handwriting", Information Processing Society of Japan, Entertainment Computing Symposium (2017.9)

  25. Yuuya Togashi, Claus Aranha, Hitoshi Kanoh, "Artificial Bee Colony Algorithm for Solving Graph Coloring Problem", Technical Report for the 79th National Meeting of the Information Processing Society of Japan, 2 pages, (In Japanese) (Student Prize) 2017.3

  26. Romain Chassagne, Claus Aranha, Colin MacBeth, "An Analysis of the Seismic History Matching Objective Function", Third EAGE Integrated Reservoir Modelling Conference, (4 pages) 2016.12

  27. Kenta Toda, Claus aranha and Hitoshi Kanoh, "Solving the Graph 3-Coloring problem using Cuckoo Search", Technical Report for the Information Processing Society of Japan, 6 pages, (In Japanese) 2016.12

  28. Yateng Wang, Claus Aranha and Hitoshi Kanoh, "Majority Voting Strategy for Foreign Exchange Trading using Multiobjective GA", Technical Report for the Information Processing Society of Japan, 6 pages, (In Japanese) 2016.12

  29. Dongqing Zhao, Claus Aranha and Hitoshi Kanoh, "Solving Facility Layout Problems using Multiple Decodings and Levy Flight", Technical Report for the Information Processing Society of Japan, 6 pages, (In Japanese) (2016.12)

  30. Dongqing Zhao, Claus Aranha and Hitoshi Kanoh, "Solving Facility Layout Problems Using ES With Levy Flight", Technical Report for the Information Processing Society of Japan, 5 pages, (In Japanese) (2016.7)PDF

  31. Yuri Lavinas, Marcelo Ladeira, Claus Aranha, "Inducao de Modelo de Risco de Sismos com Tecnicas de Algoritmos Geneticos" - 68th Annual Meeting of the Brazilian Science Society (SBC) (2016.7) (Poster, in Portuguese)

  32. Sakuma Tsukasa, Claus Aranha, Hitoshi Kanoh "Optimization of PSO algorithm parameters with ES algorithm and its analysis" - 78th symposium of the Information Processing Society of Japan 7P-07 (2016.3) (In Japanese) (Honorable mention for Student Work) PDF

  33. Claus Aranha, Ryoji Tanabe, Alex Fukunaga and Romain Chassagne, "Application of Surrogate SHADE for the Oil Field History Matching Problem", 10th Symposium of the Japanese Society for Evolutionary Computation, P2-10 (In Japanese) (2016.3)

  34. Dongqing Zhao, Claus Aranha and Hitoshi Kanoh, "Solving Facility Layout Problems using Genetic Algorithms with Different Decoding Method and its Evaluation", 29th Symposium of the Japanese Society of Artificial Intelligence, 213-4 (2015.6)pdf

  35. Kui Chen, Claus Aranha and Hitoshi Kanoh, "Black and White Rendering in Complex Background", Symposium on Graphics and CAD of the Information Processing Society of Japan (2015.8)

  36. Hiromu Matsushima, Claus Aranha and Hitoshi Kanoh, "Multi Agent Model for Earthquake/Tsunami escape simulation applying communication between refugees", Symposium of Mathematical Modeling and Problem Solving of the Information Processing Society of Japan 2014-MPS-106 (2015.12)

  37. Claus Aranha, Ryoji Tanabe and Romain Chassagne, "Application of Auto-Adaptive Evolutionary Algorithms to the History Matching Problem", Symposium of theJapanese Society for Evolutionary Computation (2014.12)

  38. Claus de Castro Aranha, Bogdan Enescu, "A Study on the Viability of Evolutionary Computation Methods for the Generation of Earthquake Predictability Models", 28th Annual Symposium of the Japanese Society for Artificial Intelligence, 2014

  39. Yutao Long, Claus Aranha, Hitoshi Kanoh, "Collision Avoidance Algorithm for Crowd Simulation using Density Information", Symposium on Graphics and CAD of the Information Processing Society of Japan, 2014-GCAD-157(14) (2014.11)

  40. Dongqing Zhao, Claus Aranha, Hitoshi Kanoh, "Facility Layout Problems Using An Island Model GA With Different Decoding Methods", Technical Report for the Information Processing Society of Japan, 2014 (in Japanese)

  41. Hiromu Matsushima, Claus Aranha, Hitoshi Kanoh, "Wide Area Simulation of Disaster Evacuation Considering Information-Carrying Capacity of Evacuee", Technical Report for the Information Processing Society of Japan, 2014 (in Japanese)

  42. Takuya Aoki, Claus Aranha, Hitoshi Kanoh, "PSO Algorithm with Transition Probability Based on Hamming Distance for Solving Planar Graph Coloring Problem", Symposium on Mathematical Modeling and Problem Solving of the Information Processing Society of Japan, 2014-MPS-100(8) (2014.9)

  43. Clara Caldeira, Claus Aranha, Guilherme N. RamosTorcs: "TORCS Training Interface: an auxiliary API for developing TORCS Drivers", Proceedings of the XII SBGames, (XII SBGames, Sao Paulo, Brazil, October 16-18, 2013), pp. 13-16, 2013.

  44. Claus Aranha, Carlos R. B. Azevedo, V. Scott Gordon, Hitoshi Iba: "Topological and Motion Strategies For Cellular Memetic Tree Based Portfolio Optimization", Proceedings of the 10th Brazilian Congress on Artificial Intelligence, (X CBIC, Fortaleza, Brazil, November 8-11, 2011) , 8 pages, 2013

  45. Yasuyuki Maeda, Claus Aranha, Tetsuya Sakurai: "On setting parameters for a Countor Integral-based Parellel Eingensolver", Annual Meeting of the Japanese Society on Industrial Applications of Mathematics, September 2013 (Oral Presentation) Slides

  46. Yasuyuki Maeda, Claus Aranha, Tetsuya Sakurai: "Workshop on Automatic Parameter Setting of a Countor Integral-based Parallel Eigensolver by Estimation of Eingenvalue Density", Summer Workshop on Parallel Processing, July 2013 (Oral Presentation)Slides

  47. Hitoshi Iba, Claus Aranha: "Composition of Music and Financial Strategies via Genetic Programming”; in book “Genetic Programming Theory and Practice VIII", Chapter 13, Rick Riolo, Trent McGonaghy, Ekaterina Vladislavleva (Eds.) Springer, pp. 211-226, 2011 (BOOK CHAPTER)

  48. Hitoshi Iba, Claus Aranha: "Practical Applications of Evolutionary Computation to Financial Engineering: Robust Techniques for Forecasting, Trading and Hedging"; in series: “Adaptation, Learning and Optimization”, Volume 11, Springer Heidelberg New York Dordrecht London, ISBN 978-3-642-276, 260 pages, 2012. (Book)

  49. Claus Aranha, Hitoshi Iba: "Using a Topological Framework to improve the Memetic Tree Algorithm for Portfolio Optimization", Symposium on Evolutionary Computation in Finance (SIG-ECF), online, 11 pages, 2010.

  50. Claus Aranha, Carlos Azevedo, Hitoshi Iba: "Portfolio Optimization using Cellular Automata and Memetic Algorithms", Symposium on Evolutionary Computation (ECS), online, 8 pages, 2009.

  51. Claus Aranha, Hitoshi Iba: "Advances in Portfolio Optimization by Genetic Algorithms", 3rd Symposium on Evolutionary Computation, SIG-FIN, online, 6 pages, 2009.

  52. Claus Aranha, Hitoshi Iba: "Use of Memetic Algorithms for Portfolio Rebalancing", 2nd Symposium on Evolutionary Computation, SIG-FIN, online, 6 pages, 2009.

  53. Claus Aranha, Hitoshi Iba: "Using Memetic Algorithms for Portfolio Optimization", 1st Symposium on Evolutionary Computation, SIG-FIN, online, 6 pages, 2008.

  54. Claus Aranha, Hitoshi Iba: "Using Genetic Algorithms to Improve Ant Colony Clustering", Symposium of the Information Processing Society of Japan, online, 8 pages, 2006.

  55. Deniz Aydemir, Claus Aranha, Hitoshi Iba: "Evolutionary Behavior Acquisition for Humanoid Robots", Symposium of the Robotic Society of Japan, online, 6 pages, 2006.

  56. Claus C. Aranha, Schubert R. Carvalho, Luiz M. G. Goncalvez: "Câmbio: Realistic Three Dimensional Simulation of humanoids based on Computer Vision and Robotics", Proceedings of the 15th Brazilian Symposium on Computer Graphics, online, 8 pages, 2002.

  57. Schubert R. Carvalho, Claus C. Aranha, Luiz M. G. Goncalvez: "Uma ferramenta 3D Aplicada ao desenvolvimento de algoritmos perceptuais e humanóides", Proceedings of the Brazilian Symposium on Virtual Reality, online, 8 pages, 2002.

  58. M. Kikuti, M. Akiyama, M. Medeiros, M. Reis, Claus Aranha, L. Goncalvez: "Reactive Perception for Autonomous Task Manipulation in Robotic Agents", Proceedings of the Brazilian Symposium on Computer Graphics, Poster presentation, 2001.

  59. Claus Aranha, Andre Covic Bastos, Jacques Wainer: "High Level Techniques for Self-repairing robotic Systems"; National Symposium of Artificial Intelligence (ENIA-03, Campinas, Brazil, August 02-08, 2003), 2003;

Thesis

  1. PhD Thesis: Claus de Castro Aranha: "Development of Hybrid Evolutionary Techniques to Solve Resource Allocation Problems", The University of Tokyo, Graduate School of Frontier Sciences, Japan, 2010.
  2. Msc Thesis: Claus de Castro Aranha: "Portfolio Management with Cost Model using Multi Objective Genetic Algorithms", The University of Tokyo, Graduate School of Frontier Sciences, Japan, 2007.
  3. Msc Thesis: Claus de Castro Aranha: "Auto-Diagnosis and Auto-Repair for Robots", State University of Campinas, Institute of Computing, Brazil, 2005.

Unpublished Manuscripts

  1. Yusei Miura, Tetsuya Sakurai, Claus Aranha, Toshiya Senda, Ryuichi Kato, Yusuke Yamada, "Classification of X-Ray Protein Crystallization Using Deep Convolutional Neural Networks with a Finder Module", arXiv

  2. Fabio Henrique Kiyoiti dos Santos Tanaka, Claus Aranha, "Data Augmentation Using GANs", arXiv

  3. Mohiuddeen Khan, Claus Aranha, "A Novel Weighted Ensemble Learning Based Agent for the Werewolf Game", arXiv, 2022.05 (preprint)

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