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Aranha Claus de Castro
- Affiliation
- Faculty of Engineering, Information and Systems
- Official title
- Assistant Professor
- URL
- Office
- SB1012, SB904
- Phone
- 029 853 6574
- Fax
- 029 853 6574
- Research fields
Theory of informatics Software - Research keywords
Evolutionary Algorithms Optimization Techniques Data Analysis Machine Learning Artificial Intelligence - Research projects
Heterogeneous Multi-Objective Evolutionary Algorithms for Improved CO2 Storage Monitoring 2019-07 -- 2019-10 Claus Aranha Japan Society for the Promotion of Science/Foreign Researcher Fellowship (Long-term) 150,000Yen Achieving Belief Models Deep Reinforcement Learning 2019-06 -- 2020-03 Claus Aranha University of Tsukuba/Intramural Young Fusion Research Project 400,000Yen Human-Computer Collaboration for the Generation of Soccer Strategies using Multi-Agent Simulations 2019-02 -- 2020-01 Claus Aranha University of Tsukuba and Foundation for Research Support of the State of Sao Paulo (FAPESP)/Collaborative Research and Mobility project SPRINT 1,000,000Yen Modeling of Negotiation Agent Protocol in Group Discussion 2018-12 -- 2019-02 Fujio Toriumi University of Tsukuba Center for Artificial Intelligence Research/Applied Collaborative Research in AI 500,000Yen Development of organ-specific classifier of greenhouse-grown tomato using thermal image and RGB image 2018-12 -- 2019-02 Fujiuchi Naomichi University of Tsukuba Center for Artificial Intelligence Research/Applied Collaborative Research in AI 980,000Yen Development of artificial intelligence base technology for automation of magnetic particle flaw detection test 2018-12 -- 2019-02 Kyosuke Yamamoto University of Tsukuba Center for Artificial Intelligence Research/Applied Collaborative Research in AI 500,000Yen Concrete Crack Detection and Identification based on Image Recognition with Machine Learning 2017-04 -- 2018-03 Claus Aranha University of Tsukuba/Intramural Young Fusion Research Project 500,000Yen - Career history
2010-10 -- 2012-01 Federal University of Rio de Janeiro Post Doc Researcher - Academic background
1998-03 -- 2002-02 State University of Campinas Institute of Computing Computer Sciences Graduated 2002-03 -- 2005-02 State University of Campinas Institute of Computing Computer Science Completed 2005-10 -- 2007-09 The University of Tokyo Graduate School of Frontier Sciences Dept. of Frontier Informatics Completed 2007-10 -- 2010-09 The University of Tokyo Graduate School of Frontier Sciences Department of Frontier Informatics Completed - Degree
2010-10 Doctor in Sciences The University of Tokyo 2005-03 Master in Computer Sciences State University of Campinas 2007-10 Master in Sciences The University of Tokyo - Academic societies
2018-03 -- (current) Japanese Society for Evolutionary Computation 2012 -- (current) Association for Computing Machinery 2012 -- 2015 Institute of Electrical and Electronics Engineers (IEEE) - Honors & Awards
2018-03 Award for Educational Achievement from the Graduate School of Systems and Information Engineering 2017-12 Best Paper Award 2015-03 Award for Educational Achievement from the Graduate School of Systems and Information Engineering 2002 ACM International Collegiate Programming Contest, South American Regional Contest, First Place 2011-03 Dean's award of the Graduate School of Frontier Sciences, University of Tokyo - Articles
- Classification of EEG Signals using Genetic Programming for Feature Construction
Icaro Marcelino; ARANHA CLAUS DE CASTRO; Marcelo Ladeira
Genetic and Evolutionary Computation Conference (GECCO '19), 2019-07 - Using Diversity as a Priority Function for Resource Allocation on MOEA/D
Lavinas Yuri; Aranha Claus de Castro
Genetic and Evolutionary Computation Conference Companion (GECCO '19 Companion), 2019-07 - Franken-Swarm: Grammatical Evolution for the Automatic Generation of Swarm-like Meta-heuristics
Bogdanova Anna; Junior Jair Pereira; Aranha Claus de Castro
Genetic and Evolutionary Computation Conference Companion (GECCO '19 Companion), 2019-07 - Negotiation in Hidden Identity: Designing Protocol for Werewolf Game
Osawa Hirotaka; Otsuki Takashi; Aranha Claus de Castro; T...
In Twelfth International Workshop on Agent-based Complex Automated Negotiations (ACAN2019), 2019-08 - Experimental Analysis of the Tournament Size on Genetic Algorithms
Aranha Claus de Castro
IEEE International Conference on Systems, Man and Cybernetics/pp.3647-3653, 2018-10 - Learning to Cheese: Using Genetic Algorithms to Generate Build Orders in Starcraft
Miller Mitchel; Aranha Claus de Castro
Entertainment Computing Symposium 2017/pp.318-322, 2017-09 - Beauty is on the Chip of the Beholder: Teaching a Neural Network to Recognize Beautiful Handwriting
Han Huang; Aranha Claus de Castro
Entertainment Computing Symposium (EC2017)/pp.323-327, 2017-09 - Understanding Multi-Objective EvolutionaryAlgorithms through Component Oriented Design
Aranha Claus de Castro; Campelo Felipe; Batista Lucas S.
13th Meeting of the Japanese Society of Evolutionary Computation, 2017-09 - Information Exchange Model for Multi-Agent Earthquake/Tsunami Evacuation Simulation
Aranha Claus de Castro; Matsushima Hiromu; Kanoh Hitoshi
Journal of Natural Disaster Science/38(2)/pp.179-200, 2017-12 - A Comparison Study Between Deep Learning and Genetic Programming Application in Cart Pole Balancing Problem
Miranda Icaro; Ladeira Marcelo; Aranha Claus de Castro
Proceedings of the IEEE Conference on Evolutionary Computation 2018, 2018-07 - Automatic Crack Detection in Infrastructure Inspection Using Fully Convolutional Network
木村宇任; ARANHA CLAUS DE CASTRO; 櫻井鉄也
Information Processing Society of Japan Transactions on Modeling/11(1)/pp.12-20, 2018-03 - Solving Facility Layout Problems Using EA with Levy Flight
趙 冬青; アランニャ クラウス; 狩野 均
Transaction of the Japanese Society for Evolutionary Computation/9(1)/pp.1-9, 2018 - Solving Real-World Facility Layout Problems Using GA with Levy Flights and Multi-Decoding
Dongqing Zhao; Aranha Claus de Castro; Hitoshi Kanoh
Proceedings of the 18th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, 2017-05 - Solving the Graph Coloring Problem using Cuckoo Search
Aranha Claus de Castro; Toda Keita; Kanoh Hitoshi
Lecture Notes in Computer Sciences/pp.1-9, 2017-07 - Solving the Graph Coloring Problem using Artificial Bee Colonies
冨樫 勇哉; Aranha Claus de Castro; 狩野 均
Proceedings of the 79th Symposium of the Information Processing Society of Japan, 2017-03 - Solving Facility Layout Problems Using Evolutionary Strategy Based on Levy Flight
Zhao Dongqing; Aranha Claus de Castro; Kanoh Hitoshi
Proceedings of the 9th International Workshop on Computational Intelligence and Applications/pp.39-44, 2016-11 - Solving the Graph 3-Coloring problem using Cuckoo Search
戸田 敬太; Aranha Claus de Castro; 狩野 均
IPSJ SIG Technical Report, 2016-12 - Majority Voting Strategy for Foreign Exchange Trading using Multiobjective GA
王 亜騰; Aranha Claus de Castro; 狩野 均
IPSJ SIG Technical Report, 2016-12 - Solving Room Design Problems Using GA w ith Levy Flight and Different Decoding Methods
趙 冬青; Aranha Claus de Castro; 狩野 均
IPSJ SIG Technical Report, 2016-12 - Solving the Facility Layout Problem using Evolutionary Strategy Based on Levy Flight
趙 冬青; Aranha Claus de Castro; 狩野 均
IPSJ SIG Technical Report, 2016-07 - Application of Surrogate SHADE for the Oil Field History Matching Problem
Aranha Claus de Castro; Ryoji Tanabe; Alex Fukunaga; Roma...
10th Symposium of the Japanese Society for Evolutionary Computation/pp.2-10, 2016-03 - An Analysis of the Seismic History Matching Objective Function
Chassagne Romain; Aranha Claus de Castro; MacBeth Colin
Third EAGE Integrated Reservoir Modelling Conference, 2016-12 - Optimization of Oil Reservoir Models Using Tuned Evolutionary Algorithms and Adaptive Differential Evolution
Aranha Claus de Castro; Ryoji Tanabe; Romain Chassagne; A...
Proceedings of the IEEE Conference on Evolutionary Computation 2015/pp.877-884, 2015-05 - Feature Selection and Classification Using Ensembles of Genetic Programs and Within Class and Between Class Permutations
Annica Ivert; Aranha Claus de Castro; Hitoshi Iba
Proceedings of the IEEE Conference on Evolutionary Computation 2015/pp.1121-1128, 2015-05 - Is it possible to Generate Good Earthquake Models using Genetic Algorithms?
Aranha Claus de Castro; Yuri Lavinas; Bogdan Enescu
Evolutionary Computation Theory and Applications 2014/pp.49-58, 2014-10
- Classification of EEG Signals using Genetic Programming for Feature Construction
- Books
- Practical Applications of Evolutionary Computation to Financial Engineering: Robust Techniques for Forecasting, Trading and Hedging
Hitoshi Iba; Claus C. Aranha
Springer Berlin Heidelberg, 2012-03 - Composition of Music and Financial Strategies via Genetic Programming
Hitoshi Iba; Claus Aranha
Genetic Programming Theory and Practice VIII, Springer New York, pp.211-226, 2011-01 - Development of Hybrid Evolutionary Techniques to Solve Resource Allocation Problems
ARANHA CLAUS DE CASTRO
2010-10 - Portfolio Management with Cost Model using Multi Objective Genetic Algorithms
ARANHA CLAUS DE CASTRO
2007-10 - Auto-Diagnosis and Auto-Repair for Robots
ARANHA CLAUS DE CASTRO
Campinas State University, 2005-03
- Practical Applications of Evolutionary Computation to Financial Engineering: Robust Techniques for Forecasting, Trading and Hedging
- Conference, etc.
- Experimental Analysis of the Tournament Size on Genetic Algorithms
Lavinas Yuri; Aranha Claus de Castro; Sakurai Tetsuya; La...
2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC)/2018-10-7--2018-10-10 - Experimental Analysis of the Tournament Size on Evolutionary Algorithms
Lavinas Yuri Cossich; Aranha Claus de Castro; Ladeira Mar...
Symposium of the Japanese Society of Evolutionary Computation/2017-12-09--2017-12-10 - Ecology-aware Evolutionary Computation Systems
Andrade Felipe S. P.; Aranha Claus de Castro; Torres Ricardo
Symposium of the Japanese Society of Evolutionary Computation/2017-12-09--2017-12-10 - Understanding Multi-Objective EvolutionaryAlgorithms through Component Oriented Design
Aranha Claus de Castro; Campelo Felipe; Batista Lucas S.
13th Meeting of the Japanese Society of Evolutionary Computation/2017-09-01--2017-09-02 - Learning to Cheese: Using Genetic Algorithms to Generate Build Orders in Starcraft
Miller Mitchel; Aranha Claus de Castro
Entertainment Computing Symposium/2017-09-16--2017-09-18 - Beauty is on the Chip of the Beholder: Teaching a Neural Network to Recognize Beautiful Handwriting
Han Huang; Aranha Claus de Castro
Entertainment Computing Symposium/2017-09-16--2017-09-18 - Continuous Optimization using Parallel Cuckoo Search with Multiple Swarms
河面知定; ARANHA CLAUS DE CASTRO; 狩野 均
The 80th National Convention of IPSJ/2018-03-13--2018-03-15 - Solving the Room Layout Problem using Cuckoo Search
澤田和磨; ARANHA CLAUS DE CASTRO; 狩野 均
The 80th National Convention of IPSJ/2018-03-13--2018-03-15 - Comparative Study on Discrete SI Approaches to the Graph Coloring Problem
Aranha Claus de Castro; Junior Jair Pereira; Kanoh Hitoshi
Annual Genetic and Evolutionary Computation Conference/2018-07-15--2018-07-19 - A Comparison Study Between Deep Learning and Genetic Programming Application in Cart Pole Balancing Problem
Miranda Icaro; Ladeira Marcelo; Aranha Claus de Castro
IEEE World Congress on Computational Intelligence/2018-07-08--2018-07-13 - Solving Real-World Facility Layout Problems Using GA with Levy Flights and Multi-Decoding
Dongqing Zhao; Aranha Claus de Castro; Hitoshi Kanoh
18th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing/2017-05-24--2017-05-26 - Solving the Graph Coloring Problem using Cuckoo Search
Aranha Claus de Castro; Toda Keita; Kanoh Hitoshi
The Eight International Conference on Swarm Intelligence/2017-07-27--2017-08-01 - Solving the Graph Coloring Problem using Artificial Bee Colonies
冨樫 勇哉; Aranha Claus de Castro; 狩野 均
79th National Symposium of the Japanese Society for Information Processing/2017-03-16--2017-03-18 - Solving Facility Layout Problems Using Evolutionary Strategy Based on Levy Flight
Zhao Dongqing; Aranha Claus de Castro; Kanoh Hitoshi
9th International Workshop on Computational Intelligence and Applications/2016-11-05--2016-11-06 - Solving the Graph 3-Coloring problem using Cuckoo Search
戸田 敬太; Aranha Claus de Castro; 狩野 均
Symposium on Numerical Modeling and Problem Solving MPS-111/2016-12-01--2016-12-02 - Majority Voting Strategy for Foreign Exchange Trading using Multiobjective GA
王 亜騰; Aranha Claus de Castro; 狩野 均
Symposium on Numerical Modeling and Problem Solving MPS-111/2016-12-01--2016-12-02 - Solving Room Design Problems Using GA w ith Levy Flight and Different Decoding Methods
趙 冬青; Aranha Claus de Castro; 狩野 均
Symposium on Numerical Modeling and Problem Solving MPS-111/2016-12-01--2016-12-02 - Solving the Facility Layout Problem using Evolutionary Strategy Based on Levy Flight
趙 冬青; Aranha Claus de Castro; 狩野 均
Symposium on Numerical Modeling and Problem Solving (MPS)/2016-07-01--2016-07-02 - Earthquake Risk Model Estimation using Genetic Algorithms
Lavinas Yuri; Ladeira Marcelo; Aranha Claus de Castro
68th Annual Meeting of the Brazilian Science Society/2016-07-01--2016-07-02 - Application of Surrogate SHADE for the Oil Field History Matching Problem
Aranha Claus de Castro; Ryoji Tanabe; Alex Fukunaga; Roma...
10th Symposium of the Japanese Society for Evolutionary Computation/2016-03-17--2016-03-18 - PSO Algorithm with Transition Probability Based on Hamming Distance for Graph Coloring Problem
Aoki Takuya; Aranha Claus; Kanoh Hitoshi
IEEE International Conference on Systems, Man, and Cybernetics (SMC)/2015--2015 - Optimization of Oil Reservoir Models Using Tuned Evolutionary Algorithms and Adaptive Differential Evolution
Aranha Claus de Castro; Ryoji Tanabe; Romain Chassagne; A...
IEEE Conference on Evolutionary Computation/2015-05-25--2015-05-28 - Feature Selection and Classification Using Ensembles of Genetic Programs and Within Class and Between Class Permutations
Annica Ivert; Aranha Claus de Castro; Hitoshi Iba
IEEE Conference on Evolutionary Computation/2015-05-25--2015-05-28 - Is it possible to Generate Good Earthquake Models using Genetic Algorithms?
Aranha Claus de Castro; Yuri Cossich Lavinas; Marcelo Lad...
International Conferences on Evolutionary Computation Theory and Applicatons 2014/2014-10-23--2014-10-25 - A Study On The Viability of Evolutionary Computation Methods for the Generation of Earthquake Predictability Models
ARANHA CLAUS DE CASTRO
The 28th Annual Conference of the Japanese Society for Arti cial Intelligence,/2014-05-12--2014-05-15
- Experimental Analysis of the Tournament Size on Genetic Algorithms
- Works
- Package MOEADr - A Modular MOEAD library for R
Aranha Claus de Castro; Campelo Felipe; Batista Lucas
- Package MOEADr - A Modular MOEAD library for R
- Teaching
2019-07 -- 2019-07 Computation and Information Sciences College of Information Sciences 2019-07 -- 2019-07 Topics in Information Sciences II College of Information Sciences 2019-07 -- 2019-07 Topics in Computational Science I Department of Computer Science 2019-10 -- 2020-02 Directed Research in Computer Science B College of Information Sciences 2019-04 -- 2019-08 Directed Research in Computer Science A College of Information Sciences 2019-10 -- 2020-02 Maths for Computer Science College of Information Sciences 2019-04 -- 2019-07 Experiment Design in Computer Sciences Department of Computer Sciences 2019-04 -- 2019-07 Programming Challenges College of Information Sciences 2018-10 -- 2018-12 Mathematics for Computer Science University of Tsukuba. 2018-10 -- 2019-02 Directed Research in Computer Science B University of Tsukuba. - Other educational activities
2019-07 -- 2019-07 Tokyo Tokai Academy AI Intensive Course University of Tsukuba Center for Artificial Intelligence Research 2019-05 -- 2019-07 JAXA AI Intensive Course University of Tsukuba Center for Artificial Intelligence Research 2019-02 -- 2019-02 Data Science From Zero Extension Program University of Tsukuba, Division of Social Outreach 2019-10 -- 2019-10 STEMinars 2019 University of Tsukuba, Division of Social Cooperation 2018-09 -- 2018-09 STEMinars 2018 University of Tsukuba, Division of Social Cooperation 2017-09 -- 2017-09 STEMinars 2017 University of Tsukuba, Division of Social Cooperation 2014-04 -- (current) Short Term Internship with Bordeaux University TSSP Program University of Tsukuba College of Information Sciences 2015-11 -- 2015-11 Outreach Lecture at the Super Science High School Project in Iwaki University of Tsukuba 2016-09 -- 2016-09 STEMinars 2016 University of Tsukuba 2015-09 -- 2015-09 STEMinars 2015 University of Tsukuba - Professional activities
2018-12 -- (current) AIWolf Project Member 2016-04 -- (current) ICPC Japan Regional Contest Organizing Comittee Member - University Management
2019-04 -- (current) Computer Science Department, International Cooperation Office Member 2018-04 -- (current) COINS Public Relation Office Member 2015-04 -- (current) Sao Paulo Office Promotion Comittee Member 2015-04 -- (current) Central and South American Exchange Coordinator Office Member 2015-04 -- 2016-03 Internship Promotion Office Member 2012-02 -- (current) CS English Program Promotion Office Member 2013-04 -- (current) Student Support Office Member 2013-04 -- 2015-03 Promotion Office (CS) Member - Other activities
2014-04 -- (current) Coordinator of the Short Term exchange student program with Bordeaux University - Message
- I'm generally interested in researching applications of Evolutionary Algorithms (GA, GP) to hard problems. My current projects are the optimization of Earthquake Models, Oil Reservoir Models and Medical Data Clustering using evolutionary algorithms. I am also interested in the study of Social Implications of computer sciences, Applications of Artificial Intelligence in Games, and Scientific Methodology for Computer Science research.
(Last updated: 2019-06-23)