• 87 引用
  • 6 h指数
20042019
Pureに変更を加えた場合、すぐここに表示されます。

研究成果 2004 2019

  • 87 引用
  • 6 h指数
  • 39 会議での発言
  • 15 記事
  • 2
  • 1 委託によるレポート
フィルター
会議での発言
2019

Batch tournament selection for genetic programming

De Melo, V. V., Vargas, D. V. & Banzhaf, W., 7 13 2019, GECCO 2019 - Proceedings of the 2019 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, Inc, p. 994-1002 9 p. (GECCO 2019 - Proceedings of the 2019 Genetic and Evolutionary Computation Conference).

研究成果: 著書/レポートタイプへの貢献会議での発言

Genetic programming
Tournament
Genetic Programming
Batch
Computational complexity

Connection-Aware Spectrum-Diversity for Neuroevolution

VARGAS, D. V. & INOUE, Y., 2019, \人\工\知\能\学\会\全\国\大\会\論\文\集 \一\般\社\団\法\人 \人\工\知\能\学\会. p. 4L3J801-4L3J801

研究成果: 著書/レポートタイプへの貢献会議での発言

Self Training Autonomous Driving Agent

Kotyan, S., Vargas, D. V. & Venkanna, U., 9 2019, 2019 58th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2019. Institute of Electrical and Electronics Engineers Inc., p. 1456-1461 6 p. 8859883. (2019 58th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2019).

研究成果: 著書/レポートタイプへの貢献会議での発言

education
Reinforcement learning
Reinforcement Learning
vehicles
Autonomous agents

Towards solving neural networks with optimization trajectory search

Parsenadze, L. T., Vargas, D. V. & Fujita, T., 7 13 2019, GECCO 2019 Companion - Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion. Association for Computing Machinery, Inc, p. 75-76 2 p. (GECCO 2019 Companion - Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion).

研究成果: 著書/レポートタイプへの貢献会議での発言

Trajectory Optimization
Trajectories
Subspace
Neural Networks
Trajectory

Universal Rules for Fooling Deep Neural Networks based Text Classification

Li, D., Vargas, D. V. & Kouichi, S., 6 2019, 2019 IEEE Congress on Evolutionary Computation, CEC 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2221-2228 8 p. 8790213. (2019 IEEE Congress on Evolutionary Computation, CEC 2019 - Proceedings).

研究成果: 著書/レポートタイプへの貢献会議での発言

Text Classification
Neural Networks
Gradient methods
Information use
Attack
2018

A new design for evaluating moving target defense system

Oo, W. K. K., Koide, H., Vargas, D. V. & Sakurai, K., 12 26 2018, Proceedings - 2018 6th International Symposium on Computing and Networking Workshops, CANDARW 2018. Institute of Electrical and Electronics Engineers Inc., p. 561-563 3 p. 8590965. (Proceedings - 2018 6th International Symposium on Computing and Networking Workshops, CANDARW 2018).

研究成果: 著書/レポートタイプへの貢献会議での発言

Moving Target
Information systems
Servers
Attack
Evaluation Method

A New Design for Evaluating Moving Target Defense System

Oo, W. K. K., Koide, H., Vargas, D. V. & Sakurai, K., 2018, 2018 Sixth International Symposium on Computing and Networking Workshops (CANDARW). p. 561-563 3 p.

研究成果: 著書/レポートタイプへの貢献会議での発言

Effectively Protect Your Privacy: Enabling Flexible Privacy Control on Web Tracking

Yu, S., Vargas, D. V. & Sakurai, K., 4 23 2018, Proceedings - 2017 5th International Symposium on Computing and Networking, CANDAR 2017. Institute of Electrical and Electronics Engineers Inc., p. 533-536 4 p. (Proceedings - 2017 5th International Symposium on Computing and Networking, CANDAR 2017; 巻数 2018-January).

研究成果: 著書/レポートタイプへの貢献会議での発言

Websites
Blood
Internet

Empirical evaluation on robustness of deep convolutional neural networks activation functions against adversarial perturbation

Su, J., Vargas, D. V. & Sakurai, K., 12 26 2018, Proceedings - 2018 6th International Symposium on Computing and Networking Workshops, CANDARW 2018. Institute of Electrical and Electronics Engineers Inc., p. 223-227 5 p. 8590903. (Proceedings - 2018 6th International Symposium on Computing and Networking Workshops, CANDARW 2018).

研究成果: 著書/レポートタイプへの貢献会議での発言

Activation Function
Chemical activation
Neural Networks
Robustness
Neural networks

Empirical Evaluation on Robustness of Deep Convolutional Neural Networks Activation Functions Against Adversarial Perturbation

Su, J., Vargas, D. V. & Sakurai, K., 2018, 2018 Sixth International Symposium on Computing and Networking Workshops (CANDARW). p. 223-227 5 p.

研究成果: 著書/レポートタイプへの貢献会議での発言

Evolutionary reinforcement learning: general models and adaptation.

Vargas, D. V., 2018, GECCO (Companion). p. 1017-1038 22 p.

研究成果: 著書/レポートタイプへの貢献会議での発言

Introducing learning classifier systems: Rules that capture complexity

Urbanowicz, R. J. & Vargas, D. V., 7 6 2018, GECCO 2018 Companion - Proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion. Association for Computing Machinery, Inc, p. 619-648 30 p. (GECCO 2018 Companion - Proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion).

研究成果: 著書/レポートタイプへの貢献会議での発言

Learning Classifier Systems
Classifiers

Introducing learning classifier systems: rules that capture complexity

Urbanowicz, R. J. & Vargas, D. V., 2018, Proceedings of the Genetic and Evolutionary Computation Conference Companion. p. 619-648 30 p.

研究成果: 著書/レポートタイプへの貢献会議での発言

8 引用 (Scopus)

Lightweight Classification of IoT Malware Based on Image Recognition

Su, J., Danilo Vasconcellos, V., Prasad, S., Daniele, S., Feng, Y. & Sakurai, K., 6 8 2018, Proceedings - 2018 IEEE 42nd Annual Computer Software and Applications Conference, COMPSAC 2018. Demartini, C., Reisman, S., Liu, L., Tovar, E., Takakura, H., Yang, J-J., Lung, C-H., Ahamed, S. I., Hasan, K., Conte, T., Nakamura, M., Zhang, Z., Akiyama, T., Claycomb, W. & Cimato, S. (版). IEEE Computer Society, p. 664-669 6 p. 8377943. (Proceedings - International Computer Software and Applications Conference; 巻数 2).

研究成果: 著書/レポートタイプへの貢献会議での発言

Image recognition
Internet
Domestic appliances
Cameras
Internet of things

Neural cryptography based on the topology evolving neural networks

Zhu, Y., Vargas, D. V. & Sakurai, K., 12 26 2018, Proceedings - 2018 6th International Symposium on Computing and Networking Workshops, CANDARW 2018. Institute of Electrical and Electronics Engineers Inc., p. 472-478 7 p. 8590945. (Proceedings - 2018 6th International Symposium on Computing and Networking Workshops, CANDARW 2018).

研究成果: 著書/レポートタイプへの貢献会議での発言

Cryptography
Topology
Neuroevolution
Neural Networks
Neural networks

Neural Cryptography Based on the Topology Evolving Neural Networks

Zhu, Y., Vargas, D. V. & Sakurai, K., 2018, 2018 Sixth International Symposium on Computing and Networking Workshops (CANDARW). p. 472-478 7 p.

研究成果: 著書/レポートタイプへの貢献会議での発言

Tracing MIRAI malware in networked system

Xu, Y., Koide, H., Vargas, D. V. & Sakurai, K., 12 26 2018, Proceedings - 2018 6th International Symposium on Computing and Networking Workshops, CANDARW 2018. Institute of Electrical and Electronics Engineers Inc., p. 534-538 5 p. 8590958. (Proceedings - 2018 6th International Symposium on Computing and Networking Workshops, CANDARW 2018).

研究成果: 著書/レポートタイプへの貢献会議での発言

Internet of Things
Malware
Tracing
Attack
Denial of Service

Tracing MIRAI Malware in Networked System

Xu, Y., Koide, H., Vargas, D. V. & Sakurai, K., 2018, 2018 Sixth International Symposium on Computing and Networking Workshops (CANDARW). p. 534-538 5 p.

研究成果: 著書/レポートタイプへの貢献会議での発言

2017

Effectively Protect Your Privacy: Enabling Flexible Privacy Control on Web Tracking

Yu, S., Vargas, D. V. & Sakurai, K., 2017, 2017 Fifth International Symposium on Computing and Networking (CANDAR). p. 533-536 4 p.

研究成果: 著書/レポートタイプへの貢献会議での発言

Evasion attacks against statistical code obfuscation detectors

Su, J., Vargas, D. V. & Sakurai, K., 1 1 2017, Advances in Information and Computer Security - 12th International Workshop on Security, IWSEC 2017, Proceedings. Obana, S. & Chida, K. (版). Springer Verlag, p. 121-137 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 巻数 10418 LNCS).

研究成果: 著書/レポートタイプへの貢献会議での発言

Obfuscation
Detector
Attack
Detectors
JavaScript
2016

Curious: Searching for unknown regions of space with a subpopulation-based algorithm

Vargas, D. V. & Murata, J., 7 20 2016, GECCO 2016 Companion - Proceedings of the 2016 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, Inc, p. 145-146 2 p.

研究成果: 著書/レポートタイプへの貢献会議での発言

Mathematical operators
Genes

Curious: Searching for Unknown Regions of Space with a Subpopulation-based Algorithm

Vargas, D. V. & Murata, J., 2016, Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion. p. 145-146 2 p.

研究成果: 著書/レポートタイプへの貢献会議での発言

2015

Novelty-organizing team of classifiers in noisy and dynamic environments

Vargas, D. V., Takano, H. & Murata, J., 2015, 2015 IEEE Congress on Evolutionary Computation (CEC). p. 2937-2944 8 p.

研究成果: 著書/レポートタイプへの貢献会議での発言

5 引用 (Scopus)

Novelty-Organizing Team of Classifiers in noisy and dynamic environments

Vargas, D. V., Takano, H. & Murata, J., 9 10 2015, 2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2937-2944 8 p. 7257254. (2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings).

研究成果: 著書/レポートタイプへの貢献会議での発言

Dynamic Environment
Classifiers
Classifier
Neuroevolution
Railroad cars

The relationship between (Un)fractured problems and division of input space

Vargas, D. V., Takano, H. & Murata, J., 7 11 2015, GECCO 2015 - Companion Publication of the 2015 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, Inc, p. 981-987 7 p.

研究成果: 著書/レポートタイプへの貢献会議での発言

Learning algorithms
Division
Learning Algorithm
Relationships

The Relationship Between (Un) Fractured Problems and Division of Input Space

Vargas, D. V., Takano, H. & Murata, J., 2015, Proceedings of the Companion Publication of the 2015 Annual Conference on Genetic and Evolutionary Computation. p. 981-987 7 p.

研究成果: 著書/レポートタイプへの貢献会議での発言

2014
1 引用 (Scopus)

Novelty-Organizing Classifiers applied to classification and reinforcement learning: Towards flexible algorithms

Vargas, D. V., Takano, H. & Murata, J., 1 1 2014, GECCO 2014 - Companion Publication of the 2014 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, p. 81-82 2 p. (GECCO 2014 - Companion Publication of the 2014 Genetic and Evolutionary Computation Conference).

研究成果: 著書/レポートタイプへの貢献会議での発言

Supervised learning
Reinforcement learning
Reinforcement Learning
Supervised Learning
Classifiers

Novelty-organizing classifiers applied to classification and reinforcement learning: towards flexible algorithms

Vargas, D. V., Takano, H. & Murata, J., 2014, Proceedings of the Companion Publication of the 2014 Annual Conference on Genetic and Evolutionary Computation. p. 81-82 2 p.

研究成果: 著書/レポートタイプへの貢献会議での発言

3 引用 (Scopus)

Novelty-organizing team of classifiers - A team-individual multi-objective approach to reinforcement learning

Vargas, D. V., Takano, H. & Murata, J., 10 23 2014, Proceedings of the SICE Annual Conference. Society of Instrument and Control Engineers (SICE), p. 1785-1792 8 p. 6935299. (Proceedings of the SICE Annual Conference).

研究成果: 著書/レポートタイプへの貢献会議での発言

Reinforcement learning
Classifiers
Self organizing maps
Learning algorithms

Novelty-organizing team of classifiers-a team-individual multi-objective approach to reinforcement learning

Vargas, D. V., Takano, H. & Murata, J., 2014, 2014 Proceedings of the SICE Annual Conference (SICE). p. 1785-1792 8 p.

研究成果: 著書/レポートタイプへの貢献会議での発言

2013

A study on the importance of selection pressure and low dimensional weak learners to produce robust ensembles

Vargas, D. V., Takano, H. & Murata, J., 2013, GECCO 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference Companion. p. 1755-1756 2 p.

研究成果: 著書/レポートタイプへの貢献会議での発言

Ensemble
Classifiers
Experiments
Classifier
Subspace Methods

A study on the importance of selection pressure and low dimensional weak learners to produce robust ensembles

Vargas, D. V., Takano, H. & Murata, J., 2013, Proceedings of the 15th annual conference companion on Genetic and evolutionary computation. p. 1755-1756 2 p.

研究成果: 著書/レポートタイプへの貢献会議での発言

Contingency training

Vargas, D. V., Takano, H. & Murata, J., 2013, SICE 2013: International Conference on Instrumentation, Control, Information Technology and System Integration - SICE Annual Conference 2013, Conference Proceedings. p. 1361-1366 6 p.

研究成果: 著書/レポートタイプへの貢献会議での発言

Feature extraction
Classifiers
Neural networks
Experiments

Continuous adaptive reinforcement learning with the evolution of self organizing classifiers

Vargas, D. V., Takano, H. & Murata, J., 2013, 2013 IEEE Third Joint International Conference on Development and Learning and Epigenetic Robotics (ICDL). p. 1-2 2 p.

研究成果: 著書/レポートタイプへの貢献会議での発言

3 引用 (Scopus)

Continuous adaptive reinforcement learning with the evolution of Self Organizing Classifiers

Vargas, D. V., Takano, H. & Murata, J., 2013, 2013 IEEE 3rd Joint International Conference on Development and Learning and Epigenetic Robotics, ICDL 2013 - Electronic Conference Proceedings. 6652558

研究成果: 著書/レポートタイプへの貢献会議での発言

Reinforcement learning
Classifiers

Self organizing classifiers and niched fitness

Vargas, D. V., Takano, H. & Murata, J., 2013, Proceedings of the 15th annual conference on Genetic and evolutionary computation. p. 1109-1116 8 p.

研究成果: 著書/レポートタイプへの貢献会議での発言

10 引用 (Scopus)

Self organizing classifiers and niched fitness

Vargas, D. V., Takano, H. & Murata, J., 9 2 2013, GECCO 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference. p. 1109-1116 8 p. (GECCO 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference).

研究成果: 著書/レポートタイプへの貢献会議での発言

Self-organizing
Fitness
Classifiers
Classifier
Pressure
2011
5 引用 (Scopus)

Multi-objective phylogenetic algorithm: Solving multi-objective decomposable deceptive problems

Martins, J. P., Soares, A. H. M., Vargas, D. V. & Delbem, A. C. B., 4 14 2011, Evolutionary Multi-Criterion Optimization - 6th International Conference, EMO 2011, Proceedings. p. 285-297 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 巻数 6576 LNCS).

研究成果: 著書/レポートタイプへの貢献会議での発言

Phylogenetics
Decomposable
Phylogenetic Tree
Multi-objective Evolutionary Algorithm
Probabilistic Model

Multi-objective phylogenetic algorithm: Solving multi-objective decomposable deceptive problems

Martins, J. P., Soares, A. H. M., Vargas, D. V. & Delbem, A. C. B., 2011, International Conference on Evolutionary Multi-Criterion Optimization. p. 285-297 13 p.

研究成果: 著書/レポートタイプへの貢献会議での発言