Ken-ichi Fukui

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 68

Top Topics

Emotion Recognition

Granger Causality

Reinforcement Learning

Error Detection

Top Venues

Intell. Data Anal.

Publications

Nat Pavasant, Takashi Morita, Masayuki Numao, Ken-ichi Fukui
Granger causality-based cluster sequence mining for spatio-temporal causal relation mining. Int. J. Data Sci. Anal. 17 (3) (2024)
Pongpisit Thanasutives, Takashi Morita, Masayuki Numao, Ken-ichi Fukui
Adaptive Uncertainty-Penalized Model Selection for Data-Driven PDE Discovery. IEEE Access 12 (2024)
Shintaro Tamai, Masayuki Numao, Ken-ichi Fukui
Clustering and Data Augmentation to Improve Accuracy of Sleep Assessment and Sleep Individuality Analysis. CoRR (2024)
Pongpisit Thanasutives, Ken-ichi Fukui
On uncertainty-penalized Bayesian information criterion. CoRR (2024)
Pongpisit Thanasutives, Takashi Morita, Masayuki Numao, Ken-ichi Fukui
Noise-aware physics-informed machine learning for robust PDE discovery. Mach. Learn. Sci. Technol. 4 (1) (2023)
Pongpisit Thanasutives, Takashi Morita, Masayuki Numao, Ken-ichi Fukui
Adaptive Uncertainty-Guided Model Selection for Data-Driven PDE Discovery. CoRR (2023)
Taweesak Emsawas, Takashi Morita, Tsukasa Kimura, Ken-ichi Fukui, Masayuki Numao
Multi-Kernel Temporal and Spatial Convolution for EEG-Based Emotion Classification. Sensors 22 (21) (2022)
Pongpisit Thanasutives, Takeshi Morita, Masayuki Numao, Ken-ichi Fukui
Noise-aware Physics-informed Machine Learning for Robust PDE Discovery. CoRR (2022)
Pongpisit Thanasutives, Ken-ichi Fukui, Masayuki Numao
Adversarial Multi-task Learning Enhanced Physics-informed Neural Networks for Solving Partial Differential Equations. CoRR (2021)
Ke-Ming Ding, Tsukasa Kimura, Ken-ichi Fukui, Masayuki Numao
Cross-phase Emotion Recognition using Multiple Source Domain Adaptation. BIOSIGNALS (2021)
Juan Lorenzo Hagad, Tsukasa Kimura, Ken-ichi Fukui, Masayuki Numao
Learning Subject-Generalized Topographical EEG Embeddings Using Deep Variational Autoencoders and Domain-Adversarial Regularization. Sensors 21 (5) (2021)
Pongpisit Thanasutives, Masayuki Numao, Ken-ichi Fukui
Adversarial Multi-task Learning Enhanced Physics-informed Neural Networks for Solving Partial Differential Equations. IJCNN (2021)
Masashi Kitai, Takuji Kobayashi, Hiroki Fujiwara, Ryoji Tani, Masayuki Numao, Ken-ichi Fukui
A Framework for Predicting Remaining Useful Life Curve of Rolling Bearings Under Defect Progression Based on Neural Network and Bayesian Method. IEEE Access 9 (2021)
Ke-Ming Ding, Tsukasa Kimura, Ken-ichi Fukui, Masayuki Numao
EEG emotion Enhancement using Task-specific Domain Adversarial Neural Network. IJCNN (2021)
Wasin Kalintha, Takafumi Kato, Ken-ichi Fukui
SleepAge: Sleep Quality Assessment from Nocturnal Sounds in Home Environment. KES (2020)
Pongpisit Thanasutives, Ken-ichi Fukui, Masayuki Numao, Boonserm Kijsirikul
Encoder-Decoder Based Convolutional Neural Networks with Multi-Scale-Aware Modules for Crowd Counting. ICPR (2020)
Nattapat Boonprakong, Tsukasa Kimura, Ken-ichi Fukui, Kazuya Okada, Masato Ito, Hiroshi Maruyama, Masayuki Numao
Towards Multimodal Office Task Performance Estimation. SMC (2020)
Nat Pavasant, Masayuki Numao, Ken-ichi Fukui
Spatio-Temporal Change Detection Using Granger Sequence Pattern. IJCAI (2020)
Pongpisit Thanasutives, Ken-ichi Fukui, Masayuki Numao, Boonserm Kijsirikul
Encoder-Decoder Based Convolutional Neural Networks with Multi-Scale-Aware Modules for Crowd Counting. CoRR (2020)
Taweesak Emsawas, Tsukasa Kimura, Ken-ichi Fukui, Masayuki Numao
Comparative Study of Wet and Dry Systems on EEG-Based Cognitive Tasks. BI (2020)
Nat Pavasant, Masayuki Numao, Ken-ichi Fukui
Spatio-Temporal Change Detection with Granger Causality Based Cluster Sequence Mining. ICMLA (2020)
Bassel Ali, Koichi Moriyama, Wasin Kalintha, Masayuki Numao, Ken-ichi Fukui
Reinforcement learning based metric filtering for evolutionary distance metric learning. Intell. Data Anal. 24 (6) (2020)
Bassel Ali, Koichi Moriyama, Masayuki Numao, Ken-ichi Fukui
Reinforcement Learning based Evolutionary Metric Filtering for High Dimensional Problems. ICMLA (2020)
Sirawit Sopchoke, Ken-ichi Fukui, Masayuki Numao
Explainable and unexpectable recommendations using relational learning on multiple domains. Intell. Data Anal. 24 (6) (2020)
Masashi Kitai, Yoshinobu Akamatsu, Ryoji Tani, Hiroki Fujiwara, Masayuki Numao, Ken-ichi Fukui
Remaining Useful Life Curve Prediction of Rolling Bearings Under Defect Progression Based on Hierarchical Bayesian Regression. ECAI (2020)
Ekasit Phermphoonphiphat, Tomohiko Tomita, Masayuki Numao, Ken-ichi Fukui
A Study of Upper Tropospheric Circulations over the Northern Hemisphere Prediction Using Multivariate Features by ConvLSTM. IES (2019)
Juan Lorenzo Hagad, Ken-ichi Fukui, Masayuki Numao
Modelling Naturalistic Work Stress Using Spectral HRV Representations and Deep Learning. JSAI (2019)
Taweesak Emsawas, Ken-ichi Fukui, Masayuki Numao
Feasible Affect Recognition in Advertising Based on Physiological Responses from Wearable Sensors. JSAI (2019)
Ken-ichi Fukui, Junya Tanaka, Tomohiko Tomita, Masayuki Numao
Physics-Guided Neural Network with Model Discrepancy Based on Upper Troposphere Wind Prediction. ICMLA (2019)
Wasin Kalintha, Satoshi Ono, Masayuki Numao, Ken-ichi Fukui
Kernelized evolutionary distance metric learning for semi-supervised clustering. Intell. Data Anal. 23 (6) (2019)
Ken-ichi Fukui, Yoshiyuki Okada, Kazuki Satoh, Masayuki Numao
Cluster sequence mining from event sequence data and its application to damage correlation analysis. Knowl. Based Syst. 179 (2019)
Sirawit Sopchoke, Ken-ichi Fukui, Masayuki Numao
Explainable Cross-Domain Recommendations Through Relational Learning. AAAI (2018)
Bassel Ali, Wasin Kalintha, Koichi Moriyama, Masayuki Numao, Ken-ichi Fukui
Reinforcement learning for evolutionary distance metric learning systems improvement. GECCO (Companion) (2018)
Wataru Fujita, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
Two-Stage Reinforcement Learning Algorithm for Quick Cooperation in Repeated Games. Trans. Comput. Collect. Intell. 28 (2018)
Pittipol Kantavat, Boonserm Kijsirikul, Patoomsiri Songsiri, Ken-ichi Fukui, Masayuki Numao
Efficient Decision Trees for Multi-Class Support Vector Machines Using Entropy and Generalization Error Estimation. Int. J. Appl. Math. Comput. Sci. 28 (4) (2018)
Wasin Kalintha, Satoshi Ono, Masayuki Numao, Ken-ichi Fukui
Kernelized Evolutionary Distance Metric Learning for Semi-Supervised Clustering. AAAI (2017)
Hongle Wu, Takafumi Kato, Tomomi Yamada, Masayuki Numao, Ken-ichi Fukui
Personal Sleep Pattern Visualization via Clustering on Sound Data. AAAI Workshops (2017)
Nattapong Thammasan, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
Familiarity effects in EEG-based emotion recognition. Brain Informatics 4 (1) (2017)
Hongle Wu, Takafumi Kato, Masayuki Numao, Ken-ichi Fukui
Statistical sleep pattern modelling for sleep quality assessment based on sound events. Health Inf. Sci. Syst. 5 (1) (2017)
Pittipol Kantavat, Boonserm Kijsirikul, Patoomsiri Songsiri, Ken-ichi Fukui, Masayuki Numao
Efficient Decision Trees for Multi-class Support Vector Machines Using Entropy and Generalization Error Estimation. CoRR (2017)
Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao
Multimodal Fusion of EEG and Musical Features in Music-Emotion Recognition. AAAI (2017)
Bassel Ali, Ken-ichi Fukui, Wasin Kalintha, Koichi Moriyama, Masayuki Numao
Reinforcement learning based distance metric filtering approach in clustering. SSCI (2017)
Nat Pavasant, Hiroshi Furutani, Masayuki Numao, Ken-ichi Fukui
ART-2b: Adapted ART-2a for large scale data clustering on PM2.5 mass spectra. IEEE BigData (2017)
Nattapong Thammasan, Juan Lorenzo Hagad, Ken-ichi Fukui, Masayuki Numao
Multimodal stability-sensitive emotion recognition based on brainwave and physiological signals. ACII Workshops (2017)
Hongle Wu, Takafumi Kato, Tomomi Yamada, Masayuki Numao, Ken-ichi Fukui
Personal sleep pattern visualization using sequence-based kernel self-organizing map on sound data. Artif. Intell. Medicine 80 (2017)
Noppayut Sriwatanasakdi, Masayuki Numao, Ken-ichi Fukui
Concept Drift Detection for Graph-Structured Classifiers under Scarcity of True Labels. ICTAI (2017)
Yosuke Kamikawaji, Haruki Matsuyama, Ken-ichi Fukui, Shigeki Hosoda, Satoshi Ono
Decision tree-based feature function design in conditional random field applied to error detection of ocean observation data. SSCI (2016)
Shogo Hayashi, Satoshi Ono, Shigeki Hosoda, Masayuki Numao, Ken-ichi Fukui
Error Detection of Ocean Depth Series Data with Area Partitioning and Using Sliding Window. ICMLA (2016)
Nattapong Thammasan, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
Continuous Music-Emotion Recognition Based on Electroencephalogram. IEICE Trans. Inf. Syst. (4) (2016)
Tomoko Kashima, Shimpei Matsumoto, Takashi Hasuike, Ken-ichi Fukui
Implementation of Integrated Information Sharing System of Food Production, Marketing, and Consumption. IIAI-AAI (2016)
Danaipat Sodkomkham, Davide Ciliberti, Matthew A. Wilson, Ken-ichi Fukui, Koichi Moriyama, Masayuki Numao, Fabian Kloosterman
Kernel density compression for real-time Bayesian encoding/decoding of unsorted hippocampal spikes. Knowl. Based Syst. 94 (2016)
Hongle Wu, Takafumi Kato, Tomomi Yamada, Masayuki Numao, Ken-ichi Fukui
Sleep Pattern Discovery via Visualizing Cluster Dynamics of Sound Data. IEA/AIE (2016)
Wasin Kalintha, Satoshi Ono, Masayuki Numao, Ken-ichi Fukui
Proceedings in Adaptation, Learning and Optimization. IES (2016)
Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao
Application of deep belief networks in eeg-based dynamic music-emotion recognition. IJCNN (2016)
Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao
Fusion of EEG and Musical Features in Continuous Music-emotion Recognition. CoRR (2016)
Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao
An investigation of annotation smoothing for EEG-based continuous music-emotion recognition. SMC (2016)
Wataru Fujita, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
Adaptive Two-stage Learning Algorithm for Repeated Games. ICAART (1) (2016)
Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao
Application of Annotation Smoothing for Subject-Independent Emotion Recognition Based on Electroencephalogram. PRICAI Workshops (2016)
Juan Lorenzo Hagad, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
Modeling Work Stress Using Heart Rate and Stress Coping Profiles. PRIMA Workshops (2015)
Yoshiyuki Okada, Ken-ichi Fukui, Koichi Moriyama, Masayuki Numao
Cluster Sequence Mining: Causal Inference with Time and Space Proximity Under Uncertainty. PAKDD (2) (2015)
Nattapong Thammasan, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
Investigation of Familiarity Effects in Music-Emotion Recognition Based on EEG. BIH (2015)
Satoshi Ono, Haruki Matsuyama, Ken-ichi Fukui, Shigeki Hosoda
Error detection of oceanic observation data using sequential labeling. DSAA (2015)
Yusuke Sakamoto, Ken-ichi Fukui, João Gama, Daniela Nicklas, Koichi Moriyama, Masayuki Numao
Concept Drift Detection with Clustering via Statistical Change Detection Methods. KSE (2015)
Peerapon Vateekul, Nattapong Thammasan, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
Item-Based Learning for Music Emotion Prediction Using EEG Data. PRIMA Workshops (2015)
Wasin Kalintha, Taishi Megano, Satoshi Ono, Ken-ichi Fukui, Masayuki Numao
Cluster Analysis of Face Images and Literature Data by Evolutionary Distance Metric Learning. SGAI Conf. (2015)
Vanus Vachiratamporn, Roberto S. Legaspi, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
An analysis of player affect transitions in survival horror games. J. Multimodal User Interfaces 9 (1) (2015)
Taishi Megano, Ken-ichi Fukui, Masayuki Numao, Satoshi Ono
Evolutionary multi-objective distance metric learning for multi-label clustering. CEC (2015)
Kazuki Asayama, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
Prediction as faster perception in a real-time fighting video game. CIG (2015)
Paul Salvador Inventado, Roberto S. Legaspi, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
Sidekick: A Tool for Helping Students Manage Behavior in Self-initiated Learning Scenarios. Int. J. Distance Educ. Technol. 12 (4) (2014)
Vanus Vachiratamporn, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
An implementation of affective adaptation in survival horror games. CIG (2014)
Koichi Moriyama, Simón Enrique Ortiz Branco, Mitsuhiro Matsumoto, Ken-ichi Fukui, Satoshi Kurihara, Masayuki Numao
An Intelligent Fighting Videogame Opponent Adapting to Behavior Patterns of the User. IEICE Trans. Inf. Syst. (4) (2014)
Ira Puspitasari, Ken-ichi Fukui, Koichi Moriyama, Masayuki Numao
Predicting Consumer Familiarity with Health Topics by Query Formulation and Search Result Interaction. PRICAI (2014)
Ken-ichi Fukui, Daiki Inaba, Masayuki Numao
Discovering Seismic Interactions after the 2011 Tohoku Earthquake by Co-occurring Cluster Mining. Inf. Media Technol. 9 (4) (2014)
Danaipat Sodkomkham, Roberto S. Legaspi, Ken-ichi Fukui, Koichi Moriyama, Satoshi Kurihara, Masayuki Numao
Predictability Analysis of Aperiodic and Periodic Model for Long-Term Human Mobility Using Ambient Sensors. MSM/MUSE (2013)
Paul Salvador Inventado, Roberto S. Legaspi, Rafael Cabredo, Koichi Moriyama, Ken-ichi Fukui, Satoshi Kurihara, Masayuki Numao
Identification of Effective Learning Behaviors. AIED (2013)
Ken-ichi Fukui, Satoshi Ono, Taishi Megano, Masayuki Numao
Evolutionary Distance Metric Learning Approach to Semi-supervised Clustering with Neighbor Relations. ICTAI (2013)
Daiki Inaba, Ken-ichi Fukui, Kazuhisa Sato, Junichiro Mizusaki, Masayuki Numao
Co-occurring Cluster Mining for Damage Patterns Analysis of a Fuel Cell. PAKDD (2) (2012)
Ken-ichi Fukui, Masayuki Numao
Neighborhood-Based Smoothing of External Cluster Validity Measures. PAKDD (1) (2012)
Roberto S. Legaspi, Akinobu Ueda, Rafael Cabredo, Takayuki Nishikawa, Ken-ichi Fukui, Koichi Moriyama, Satoshi Kurihara, Masayuki Numao
Exploring Melodic Motif to Support an Affect-Based Music Compositional Intelligence. KSE (2011)
Ken-ichi Fukui, Masayuki Numao
Topographic Measure Based on External Criteria for Self-Organizing Map. WSOM (2011)
Ken-ichi Fukui, Kazuhisa Sato, Junichiro Mizusaki, Masayuki Numao
Kullback-Leibler Divergence Based Kernel SOM for Visualization of Damage Process on Fuel Cells. ICTAI (1) (2010)
Simón Enrique Ortiz Branco, Koichi Moriyama, Ken-ichi Fukui, Satoshi Kurihara, Masayuki Numao
Three-Subagent Adapting Architecture for Fighting Videogames. PRICAI (2010)
Roberto S. Legaspi, Ken-ichi Fukui, Koichi Moriyama, Satoshi Kurihara, Masayuki Numao, Merlin Suarez
Addressing the problems of data-centric physiology-affect relations modeling. IUI (2010)
Ken-ichi Fukui, Kazuhisa Sato, Junichiro Mizusaki, Kazumi Saito, Masahiro Kimura, Masayuki Numao
Growth Analysis of Neighbor Network for Evaluation of Damage Progress. PAKDD (2009)
Hiroshi Tamaki, Ken-ichi Fukui, Masayuki Numao, Satoshi Kurihara
Pheromone Approach to the Adaptive Discovery of Sensor-Network Topology. IAT (2008)
Ken-ichi Fukui, Kazumi Saito, Masahiro Kimura, Masayuki Numao
Sequence-based SOM: Visualizing transition of dynamic clusters. CIT (2008)
Roberto S. Legaspi, Raymund Sison, Ken-ichi Fukui, Masayuki Numao
Cluster-based predictive modeling to improve pedagogic reasoning. Comput. Hum. Behav. 24 (2) (2008)
Koichi Moriyama, Mitsuhiro Matsumoto, Ken-ichi Fukui, Satoshi Kurihara, Masayuki Numao
Reinforcement Learning on a Futures Market Simulator. J. Univers. Comput. Sci. 14 (7) (2008)
Ken-ichi Fukui, Kazuhisa Sato, Junichiro Mizusaki, Kazumi Saito, Masayuki Numao
Combining Burst Extraction Method and Sequence-Based SOM for Evaluation of Fracture Dynamics in Solid Oxide Fuel Cell. ICTAI (2) (2007)
Koichi Moriyama, Mitsuhiro Matsumoto, Ken-ichi Fukui, Satoshi Kurihara, Masayuki Numao
Reinforcement Learning on a Futures Market Simulator. KES-AMSTA (2007)
Ken-ichi Fukui, Kazumi Saito, Masahiro Kimura, Masayuki Numao
Interpretable Likelihood for Vector Representable Topic. KES (3) (2007)
Ken-ichi Fukui, Kazumi Saito, Masahiro Kimura, Masayuki Numao
Visualization Architecture Based on SOM for Two-Class Sequential Data. KES (2) (2006)
Roberto S. Legaspi, Raymund Sison, Ken-ichi Fukui, Masayuki Numao
Predicting High-level Student Responses Using Conceptual Clustering. ICCE (2005)
Roberto S. Legaspi, Raymund Sison, Ken-ichi Fukui, Masayuki Numao
A Cluster-based Predictive Modeling to Improve Pedagogic Reasoning. CELDA (2005)
Ken-ichi Fukui, Kazumi Saito, Masahiro Kimura, Masayuki Numao
Visualizing Dynamics of the Hot Topics Using Sequence-Based Self-organizing Maps. KES (4) (2005)