Ken-ichi Fukui

According to our database, Ken-ichi Fukui authored at least 87 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Granger causality-based cluster sequence mining for spatio-temporal causal relation mining.

Nat Pavasant, Takashi Morita, Masayuki Numao, Ken-ichi Fukui

Int. J. Data Sci. Anal., April, 2024

Adaptive Uncertainty-Penalized Model Selection for Data-Driven PDE Discovery.

Pongpisit Thanasutives, Takashi Morita, Masayuki Numao, Ken-ichi Fukui

IEEE Access, 2024

2023

Noise-aware physics-informed machine learning for robust PDE discovery.

Pongpisit Thanasutives, Takashi Morita, Masayuki Numao, Ken-ichi Fukui

Mach. Learn. Sci. Technol., March, 2023

Adaptive Uncertainty-Guided Model Selection for Data-Driven PDE Discovery.

Pongpisit Thanasutives, Takashi Morita, Masayuki Numao, Ken-ichi Fukui

CoRR, 2023

2022

Multi-Kernel Temporal and Spatial Convolution for EEG-Based Emotion Classification.

Taweesak Emsawas, Takashi Morita, Tsukasa Kimura, Ken-ichi Fukui, Masayuki Numao

Sensors, 2022

Noise-aware Physics-informed Machine Learning for Robust PDE Discovery.

Pongpisit Thanasutives, Takeshi Morita, Masayuki Numao, Ken-ichi Fukui

CoRR, 2022

2021

Learning Subject-Generalized Topographical EEG Embeddings Using Deep Variational Autoencoders and Domain-Adversarial Regularization.

Juan Lorenzo Hagad, Tsukasa Kimura, Ken-ichi Fukui, Masayuki Numao

Sensors, 2021

A Framework for Predicting Remaining Useful Life Curve of Rolling Bearings Under Defect Progression Based on Neural Network and Bayesian Method.

Masashi Kitai, Takuji Kobayashi, Hiroki Fujiwara, Ryoji Tani, Masayuki Numao, Ken-ichi Fukui

IEEE Access, 2021

Adversarial Multi-task Learning Enhanced Physics-informed Neural Networks for Solving Partial Differential Equations.

Pongpisit Thanasutives, Masayuki Numao, Ken-ichi Fukui

Proceedings of the International Joint Conference on Neural Networks, 2021

EEG emotion Enhancement using Task-specific Domain Adversarial Neural Network.

Ke-Ming Ding, Tsukasa Kimura, Ken-ichi Fukui, Masayuki Numao

Proceedings of the International Joint Conference on Neural Networks, 2021

Cross-phase Emotion Recognition using Multiple Source Domain Adaptation.

Ke-Ming Ding, Tsukasa Kimura, Ken-ichi Fukui, Masayuki Numao

Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021

2020

Deep Visual Models for EEG of Mindfulness Meditation in a Workplace Setting.

Juan Lorenzo Hagad, Ken-ichi Fukui, Masayuki Numao

Proceedings of the Precision Health and Medicine - A Digital Revolution in Healthcare, 2020

Explainable and unexpectable recommendations using relational learning on multiple domains.

Sirawit Sopchoke, Ken-ichi Fukui, Masayuki Numao

Intell. Data Anal., 2020

Reinforcement learning based metric filtering for evolutionary distance metric learning.

Bassel Ali, Koichi Moriyama, Wasin Kalintha, Masayuki Numao, Ken-ichi Fukui

Intell. Data Anal., 2020

Towards Multimodal Office Task Performance Estimation.

Nattapat Boonprakong, Tsukasa Kimura, Ken-ichi Fukui, Kazuya Okada, Masato Ito, Hiroshi Maruyama, Masayuki Numao

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

SleepAge: Sleep Quality Assessment from Nocturnal Sounds in Home Environment.

Wasin Kalintha, Takafumi Kato, Ken-ichi Fukui

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

Spatio-Temporal Change Detection Using Granger Sequence Pattern.

Nat Pavasant, Masayuki Numao, Ken-ichi Fukui

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Encoder-Decoder Based Convolutional Neural Networks with Multi-Scale-Aware Modules for Crowd Counting.

Pongpisit Thanasutives, Ken-ichi Fukui, Masayuki Numao, Boonserm Kijsirikul

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Spatio-Temporal Change Detection with Granger Causality Based Cluster Sequence Mining.

Nat Pavasant, Masayuki Numao, Ken-ichi Fukui

Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

Reinforcement Learning based Evolutionary Metric Filtering for High Dimensional Problems.

Bassel Ali, Koichi Moriyama, Masayuki Numao, Ken-ichi Fukui

Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

Remaining Useful Life Curve Prediction of Rolling Bearings Under Defect Progression Based on Hierarchical Bayesian Regression.

Masashi Kitai, Yoshinobu Akamatsu, Ryoji Tani, Hiroki Fujiwara, Masayuki Numao, Ken-ichi Fukui

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Comparative Study of Wet and Dry Systems on EEG-Based Cognitive Tasks.

Taweesak Emsawas, Tsukasa Kimura, Ken-ichi Fukui, Masayuki Numao

Proceedings of the Brain Informatics - 13th International Conference, 2020

2019

Cluster sequence mining from event sequence data and its application to damage correlation analysis.

Ken-ichi Fukui, Yoshiyuki Okada, Kazuki Satoh, Masayuki Numao

Knowl. Based Syst., 2019

Kernelized evolutionary distance metric learning for semi-supervised clustering.

Wasin Kalintha, Satoshi Ono, Masayuki Numao, Ken-ichi Fukui

Intell. Data Anal., 2019

Modelling Naturalistic Work Stress Using Spectral HRV Representations and Deep Learning.

Juan Lorenzo Hagad, Ken-ichi Fukui, Masayuki Numao

Proceedings of the Advances in Artificial Intelligence, 2019

Feasible Affect Recognition in Advertising Based on Physiological Responses from Wearable Sensors.

Taweesak Emsawas, Ken-ichi Fukui, Masayuki Numao

Proceedings of the Advances in Artificial Intelligence, 2019

A Study of Upper Tropospheric Circulations over the Northern Hemisphere Prediction Using Multivariate Features by ConvLSTM.

Ekasit Phermphoonphiphat, Tomohiko Tomita, Masayuki Numao, Ken-ichi Fukui

Proceedings of the 23rd Asia Pacific Symposium on Intelligent and Evolutionary Systems, 2019

Physics-Guided Neural Network with Model Discrepancy Based on Upper Troposphere Wind Prediction.

Ken-ichi Fukui, Junya Tanaka, Tomohiko Tomita, Masayuki Numao

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

2018

Two-Stage Reinforcement Learning Algorithm for Quick Cooperation in Repeated Games.

Wataru Fujita, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao

Trans. Comput. Collect. Intell., 2018

Efficient Decision Trees for Multi-Class Support Vector Machines Using Entropy and Generalization Error Estimation.

Pittipol Kantavat, Boonserm Kijsirikul, Patoomsiri Songsiri, Ken-ichi Fukui, Masayuki Numao

Int. J. Appl. Math. Comput. Sci., 2018

Reinforcement learning for evolutionary distance metric learning systems improvement.

Bassel Ali, Wasin Kalintha, Koichi Moriyama, Masayuki Numao, Ken-ichi Fukui

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Explainable Cross-Domain Recommendations Through Relational Learning.

Sirawit Sopchoke, Ken-ichi Fukui, Masayuki Numao

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Statistical sleep pattern modelling for sleep quality assessment based on sound events.

Hongle Wu, Takafumi Kato, Masayuki Numao, Ken-ichi Fukui

Health Inf. Sci. Syst., 2017

Familiarity effects in EEG-based emotion recognition.

Nattapong Thammasan, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao

Brain Informatics, 2017

Personal sleep pattern visualization using sequence-based kernel self-organizing map on sound data.

Hongle Wu, Takafumi Kato, Tomomi Yamada, Masayuki Numao, Ken-ichi Fukui

Artif. Intell. Medicine, 2017

Reinforcement learning based distance metric filtering approach in clustering.

Bassel Ali, Ken-ichi Fukui, Wasin Kalintha, Koichi Moriyama, Masayuki Numao

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Concept Drift Detection for Graph-Structured Classifiers under Scarcity of True Labels.

Noppayut Sriwatanasakdi, Masayuki Numao, Ken-ichi Fukui

Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017

ART-2b: Adapted ART-2a for large scale data clustering on PM2.5 mass spectra.

Nat Pavasant, Hiroshi Furutani, Masayuki Numao, Ken-ichi Fukui

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Multimodal stability-sensitive emotion recognition based on brainwave and physiological signals.

Nattapong Thammasan, Juan Lorenzo Hagad, Ken-ichi Fukui, Masayuki Numao

Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, 2017

Personal Sleep Pattern Visualization via Clustering on Sound Data.

Hongle Wu, Takafumi Kato, Tomomi Yamada, Masayuki Numao, Ken-ichi Fukui

Proceedings of the Workshops of the The Thirty-First AAAI Conference on Artificial Intelligence, 2017

Multimodal Fusion of EEG and Musical Features in Music-Emotion Recognition.

Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Kernel density compression for real-time Bayesian encoding/decoding of unsorted hippocampal spikes.

Danaipat Sodkomkham, Davide Ciliberti, Matthew A. Wilson, Ken-ichi Fukui, Koichi Moriyama, Masayuki Numao, Fabian Kloosterman

Knowl. Based Syst., 2016

Continuous Music-Emotion Recognition Based on Electroencephalogram.

Nattapong Thammasan, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao

IEICE Trans. Inf. Syst., 2016

Fusion of EEG and Musical Features in Continuous Music-emotion Recognition.

Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao

CoRR, 2016

Decision tree-based feature function design in conditional random field applied to error detection of ocean observation data.

Yosuke Kamikawaji, Haruki Matsuyama, Ken-ichi Fukui, Shigeki Hosoda, Satoshi Ono

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

An investigation of annotation smoothing for EEG-based continuous music-emotion recognition.

Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Application of Annotation Smoothing for Subject-Independent Emotion Recognition Based on Electroencephalogram.

Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao

Proceedings of the Trends in Artificial Intelligence: PRICAI 2016 Workshops, 2016

Application of deep belief networks in eeg-based dynamic music-emotion recognition.

Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Implementation of Integrated Information Sharing System of Food Production, Marketing, and Consumption.

Tomoko Kashima, Shimpei Matsumoto, Takashi Hasuike, Ken-ichi Fukui

Proceedings of the 5th IIAI International Congress on Advanced Applied Informatics, 2016

Proceedings in Adaptation, Learning and Optimization.

Wasin Kalintha, Satoshi Ono, Masayuki Numao, Ken-ichi Fukui

Proceedings of the Intelligent and Evolutionary Systems - The 20th Asia Pacific Symposium, 2016

Sleep Pattern Discovery via Visualizing Cluster Dynamics of Sound Data.

Hongle Wu, Takafumi Kato, Tomomi Yamada, Masayuki Numao, Ken-ichi Fukui

Proceedings of the Trends in Applied Knowledge-Based Systems and Data Science, 2016

Error Detection of Ocean Depth Series Data with Area Partitioning and Using Sliding Window.

Shogo Hayashi, Satoshi Ono, Shigeki Hosoda, Masayuki Numao, Ken-ichi Fukui

Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

Adaptive Two-stage Learning Algorithm for Repeated Games.

Wataru Fujita, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao

Proceedings of the 8th International Conference on Agents and Artificial Intelligence (ICAART 2016), 2016

2015

An analysis of player affect transitions in survival horror games.

Vanus Vachiratamporn, Roberto Sebastian Legaspi, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao

J. Multimodal User Interfaces, 2015

Cluster Analysis of Face Images and Literature Data by Evolutionary Distance Metric Learning.

Wasin Kalintha, Taishi Megano, Satoshi Ono, Ken-ichi Fukui, Masayuki Numao

Proceedings of the Research and Development in Intelligent Systems XXXII, 2015

Item-Based Learning for Music Emotion Prediction Using EEG Data.

Peerapon Vateekul, Nattapong Thammasan, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao

Proceedings of the Principles and Practice of Multi-Agent Systems, 2015

Modeling Work Stress Using Heart Rate and Stress Coping Profiles.

Juan Lorenzo Hagad, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao

Proceedings of the Principles and Practice of Multi-Agent Systems, 2015

Cluster Sequence Mining: Causal Inference with Time and Space Proximity Under Uncertainty.

Yoshiyuki Okada, Ken-ichi Fukui, Koichi Moriyama, Masayuki Numao

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Concept Drift Detection with Clustering via Statistical Change Detection Methods.

Yusuke Sakamoto, Ken-ichi Fukui, João Gama, Daniela Nicklas, Koichi Moriyama, Masayuki Numao

Proceedings of the 2015 Seventh International Conference on Knowledge and Systems Engineering, 2015

Error detection of oceanic observation data using sequential labeling.

Satoshi Ono, Haruki Matsuyama, Ken-ichi Fukui, Shigeki Hosoda

Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

Prediction as faster perception in a real-time fighting video game.

Kazuki Asayama, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao

Proceedings of the 2015 IEEE Conference on Computational Intelligence and Games, 2015

Evolutionary multi-objective distance metric learning for multi-label clustering.

Taishi Megano, Ken-ichi Fukui, Masayuki Numao, Satoshi Ono

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

Investigation of Familiarity Effects in Music-Emotion Recognition Based on EEG.

Nattapong Thammasan, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao

Proceedings of the Brain Informatics and Health - 8th International Conference, 2015

2014

Sidekick: A Tool for Helping Students Manage Behavior in Self-initiated Learning Scenarios.

Paul Salvador Inventado, Roberto Sebastian Legaspi, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao

Int. J. Distance Educ. Technol., 2014

An Intelligent Fighting Videogame Opponent Adapting to Behavior Patterns of the User.

Koichi Moriyama, Simón Enrique Ortiz Branco, Mitsuhiro Matsumoto, Ken-ichi Fukui, Satoshi Kurihara, Masayuki Numao

IEICE Trans. Inf. Syst., 2014

Predicting Consumer Familiarity with Health Topics by Query Formulation and Search Result Interaction.

Ira Puspitasari, Ken-ichi Fukui, Koichi Moriyama, Masayuki Numao

Proceedings of the PRICAI 2014: Trends in Artificial Intelligence, 2014

An implementation of affective adaptation in survival horror games.

Vanus Vachiratamporn, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao

Proceedings of the 2014 IEEE Conference on Computational Intelligence and Games, 2014

2013

Predictability Analysis of Aperiodic and Periodic Model for Long-Term Human Mobility Using Ambient Sensors.

Danaipat Sodkomkham, Roberto Sebastian Legaspi, Ken-ichi Fukui, Koichi Moriyama, Satoshi Kurihara, Masayuki Numao

Proceedings of the Mining, Modeling, and Recommending 'Things' in Social Media, 2013

Evolutionary Distance Metric Learning Approach to Semi-supervised Clustering with Neighbor Relations.

Ken-ichi Fukui, Satoshi Ono, Taishi Megano, Masayuki Numao

Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013

Identification of Effective Learning Behaviors.

Paul Salvador Inventado, Roberto Sebastian Legaspi, Rafael Cabredo, Koichi Moriyama, Ken-ichi Fukui, Satoshi Kurihara, Masayuki Numao

Proceedings of the Artificial Intelligence in Education - 16th International Conference, 2013

2012

Co-occurring Cluster Mining for Damage Patterns Analysis of a Fuel Cell.

Daiki Inaba, Ken-ichi Fukui, Kazuhisa Sato, Junichiro Mizusaki, Masayuki Numao

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012

Neighborhood-Based Smoothing of External Cluster Validity Measures.

Ken-ichi Fukui, Masayuki Numao

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012

2011

Topographic Measure Based on External Criteria for Self-Organizing Map.

Ken-ichi Fukui, Masayuki Numao

Proceedings of the Advances in Self-Organizing Maps - 8th International Workshop, 2011

Exploring Melodic Motif to Support an Affect-Based Music Compositional Intelligence.

Roberto Sebastian Legaspi, Akinobu Ueda, Rafael Cabredo, Takayuki Nishikawa, Ken-ichi Fukui, Koichi Moriyama, Satoshi Kurihara, Masayuki Numao

Proceedings of the Third International Conference on Knowledge and Systems Engineering, 2011

2010

Three-Subagent Adapting Architecture for Fighting Videogames.

Simón Enrique Ortiz Branco, Koichi Moriyama, Ken-ichi Fukui, Satoshi Kurihara, Masayuki Numao

Proceedings of the PRICAI 2010: Trends in Artificial Intelligence, 2010

Addressing the problems of data-centric physiology-affect relations modeling.

Roberto Sebastian Legaspi, Ken-ichi Fukui, Koichi Moriyama, Satoshi Kurihara, Masayuki Numao, Merlin Suarez

Proceedings of the 15th International Conference on Intelligent User Interfaces, 2010

Kullback-Leibler Divergence Based Kernel SOM for Visualization of Damage Process on Fuel Cells.

Ken-ichi Fukui, Kazuhisa Sato, Junichiro Mizusaki, Masayuki Numao

Proceedings of the 22nd IEEE International Conference on Tools with Artificial Intelligence, 2010

2009

Growth Analysis of Neighbor Network for Evaluation of Damage Progress.

Ken-ichi Fukui, Kazuhisa Sato, Junichiro Mizusaki, Kazumi Saito, Masahiro Kimura, Masayuki Numao

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

2008

Reinforcement Learning on a Futures Market Simulator.

Koichi Moriyama, Mitsuhiro Matsumoto, Ken-ichi Fukui, Satoshi Kurihara, Masayuki Numao

J. Univers. Comput. Sci., 2008

Cluster-based predictive modeling to improve pedagogic reasoning.

Roberto Sebastian Legaspi, Raymund Sison, Ken-ichi Fukui, Masayuki Numao

Comput. Hum. Behav., 2008

Pheromone Approach to the Adaptive Discovery of Sensor-Network Topology.

Hiroshi Tamaki, Ken-ichi Fukui, Masayuki Numao, Satoshi Kurihara

Proceedings of the 2008 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2008

Sequence-based SOM: Visualizing transition of dynamic clusters.

Ken-ichi Fukui, Kazumi Saito, Masahiro Kimura, Masayuki Numao

Proceedings of 8th IEEE International Conference on Computer and Information Technology, 2008

2007

Interpretable Likelihood for Vector Representable Topic.

Ken-ichi Fukui, Kazumi Saito, Masahiro Kimura, Masayuki Numao

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007

Combining Burst Extraction Method and Sequence-Based SOM for Evaluation of Fracture Dynamics in Solid Oxide Fuel Cell.

Ken-ichi Fukui, Kazuhisa Sato, Junichiro Mizusaki, Kazumi Saito, Masayuki Numao

Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007

2006

Visualization Architecture Based on SOM for Two-Class Sequential Data.

Ken-ichi Fukui, Kazumi Saito, Masahiro Kimura, Masayuki Numao

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006

2005

Visualizing Dynamics of the Hot Topics Using Sequence-Based Self-organizing Maps.

Ken-ichi Fukui, Kazumi Saito, Masahiro Kimura, Masayuki Numao

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005

Predicting High-level Student Responses Using Conceptual Clustering.

Roberto Sebastian Legaspi, Raymund Sison, Ken-ichi Fukui, Masayuki Numao

Proceedings of the Towards Sustainable and Scalable Educational Innovations Informed by the Learning Sciences, 2005