Ken-ichi Fukui

104 papers A* 4A 3B 14C 10Journal 35Unranked 37

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AERO-Net: AutoEncoder-driven residual optimization network for latent bias correction of WRF-ROMS. Expert Syst. Appl. Passin Pornvoraphat, Kanoksri Sarinnapakorn, Ken-ichi Fukui, Peerapon Vateekul
2025	—	`conf`	Enhancing Sound-Based Sleep Quality Assessment by Multi-modal Knowledge Distillation. AIAI (4) Haoyu Lu, Takafumi Kato, Ken-ichi Fukui
2025	—	`conf`	Multi-modal Data Transfer by Knowledge Distillation for Enhancing Precipitation Nowcasting. AIAI (2) Qihang Wang, Tomohiko Tomita, Ken-ichi Fukui
2025	J	`jnl`	Sound-based sleep assessment with controllable subject-dependent embedding using Variational Domain Adversarial Neural Network. Int. J. Data Sci. Anal. Ken-ichi Fukui, Shunya Ishimaru, Takafumi Kato, Masayuki Numao
2024	J	`jnl`	Adaptation of uncertainty-penalized Bayesian information criterion for parametric partial differential equation discovery. CoRR Pongpisit Thanasutives, Ken-ichi Fukui
2024	J	`jnl`	Adaptive Uncertainty-Penalized Model Selection for Data-Driven PDE Discovery. IEEE Access Pongpisit Thanasutives, Takashi Morita, Masayuki Numao, Ken-ichi Fukui
2024	J	`jnl`	Clustering and Data Augmentation to Improve Accuracy of Sleep Assessment and Sleep Individuality Analysis. CoRR Shintaro Tamai, Masayuki Numao, Ken-ichi Fukui
2024	J	`jnl`	Granger causality-based cluster sequence mining for spatio-temporal causal relation mining. Int. J. Data Sci. Anal. Nat Pavasant, Takashi Morita, Masayuki Numao, Ken-ichi Fukui
2024	J	`jnl`	Local Density Estimation Procedure for Autoregressive Modeling of Point Process Data. IEICE Trans. Inf. Syst. Nat Pavasant, Takashi Morita, Masayuki Numao, Ken-ichi Fukui
2024	J	`jnl`	On uncertainty-penalized Bayesian information criterion. CoRR Pongpisit Thanasutives, Ken-ichi Fukui
2023	J	`jnl`	Adaptive Uncertainty-Guided Model Selection for Data-Driven PDE Discovery. CoRR Pongpisit Thanasutives, Takashi Morita, Masayuki Numao, Ken-ichi Fukui
2023	—	`conf`	Gated Variable Selection Neural Network for Multimodal Sleep Quality Assessment. ICANN (5) Yue Chen, Takashi Morita, Tsukasa Kimura, Takafumi Kato, Masayuki Numao, Ken-ichi Fukui
2023	J	`jnl`	Noise-aware physics-informed machine learning for robust PDE discovery. Mach. Learn. Sci. Technol. Pongpisit Thanasutives, Takashi Morita, Masayuki Numao, Ken-ichi Fukui
2022	J	`jnl`	Multi-Kernel Temporal and Spatial Convolution for EEG-Based Emotion Classification. Sensors Taweesak Emsawas, Takashi Morita, Tsukasa Kimura, Ken-ichi Fukui, Masayuki Numao
2022	J	`jnl`	Noise-aware Physics-informed Machine Learning for Robust PDE Discovery. CoRR Pongpisit Thanasutives, Takashi Morita, Masayuki Numao, Ken-ichi Fukui
2021	J	`jnl`	A Framework for Predicting Remaining Useful Life Curve of Rolling Bearings Under Defect Progression Based on Neural Network and Bayesian Method. IEEE Access Masashi Kitai, Takuji Kobayashi, Hiroki Fujiwara, Ryoji Tani, Masayuki Numao, Ken-ichi Fukui
2021	B	`conf`	Adversarial Multi-task Learning Enhanced Physics-informed Neural Networks for Solving Partial Differential Equations. IJCNN Pongpisit Thanasutives, Masayuki Numao, Ken-ichi Fukui
2021	J	`jnl`	Adversarial Multi-task Learning Enhanced Physics-informed Neural Networks for Solving Partial Differential Equations. CoRR Pongpisit Thanasutives, Ken-ichi Fukui, Masayuki Numao
2021	—	`conf`	Cross-phase Emotion Recognition using Multiple Source Domain Adaptation. BIOSIGNALS Ke-Ming Ding, Tsukasa Kimura, Ken-ichi Fukui, Masayuki Numao
2021	B	`conf`	EEG emotion Enhancement using Task-specific Domain Adversarial Neural Network. IJCNN Ke-Ming Ding, Tsukasa Kimura, Ken-ichi Fukui, Masayuki Numao
2021	J	`jnl`	Learning Subject-Generalized Topographical EEG Embeddings Using Deep Variational Autoencoders and Domain-Adversarial Regularization. Sensors Juan Lorenzo Hagad, Tsukasa Kimura, Ken-ichi Fukui, Masayuki Numao
2020	—	`conf`	Comparative Study of Wet and Dry Systems on EEG-Based Cognitive Tasks. BI Taweesak Emsawas, Tsukasa Kimura, Ken-ichi Fukui, Masayuki Numao
2020	—	`ch.`	Deep Visual Models for EEG of Mindfulness Meditation in a Workplace Setting. Precision Health and Medicine Juan Lorenzo Hagad, Ken-ichi Fukui, Masayuki Numao
2020	B	`conf`	Encoder-Decoder Based Convolutional Neural Networks with Multi-Scale-Aware Modules for Crowd Counting. ICPR Pongpisit Thanasutives, Ken-ichi Fukui, Masayuki Numao, Boonserm Kijsirikul
2020	J	`jnl`	Encoder-Decoder Based Convolutional Neural Networks with Multi-Scale-Aware Modules for Crowd Counting. CoRR Pongpisit Thanasutives, Ken-ichi Fukui, Masayuki Numao, Boonserm Kijsirikul
2020	J	`jnl`	Explainable and unexpectable recommendations using relational learning on multiple domains. Intell. Data Anal. Sirawit Sopchoke, Ken-ichi Fukui, Masayuki Numao
2020	C	`conf`	Reinforcement Learning based Evolutionary Metric Filtering for High Dimensional Problems. ICMLA Bassel Ali, Koichi Moriyama, Masayuki Numao, Ken-ichi Fukui
2020	J	`jnl`	Reinforcement learning based metric filtering for evolutionary distance metric learning. Intell. Data Anal. Bassel Ali, Koichi Moriyama, Wasin Kalintha, Masayuki Numao, Ken-ichi Fukui
2020	A	`conf`	Remaining Useful Life Curve Prediction of Rolling Bearings Under Defect Progression Based on Hierarchical Bayesian Regression. ECAI Masashi Kitai, Yoshinobu Akamatsu, Ryoji Tani, Hiroki Fujiwara, Masayuki Numao, Ken-ichi Fukui
2020	B	`conf`	SleepAge: Sleep Quality Assessment from Nocturnal Sounds in Home Environment. KES Wasin Kalintha, Takafumi Kato, Ken-ichi Fukui
2020	A*	`conf`	Spatio-Temporal Change Detection Using Granger Sequence Pattern. IJCAI Nat Pavasant, Masayuki Numao, Ken-ichi Fukui
2020	C	`conf`	Spatio-Temporal Change Detection with Granger Causality Based Cluster Sequence Mining. ICMLA Nat Pavasant, Masayuki Numao, Ken-ichi Fukui
2020	B	`conf`	Towards Multimodal Office Task Performance Estimation. SMC Nattapat Boonprakong, Tsukasa Kimura, Ken-ichi Fukui, Kazuya Okada, Masato Ito, Hiroshi Maruyama, Masayuki Numao
2019	C	`conf`	A Study of Upper Tropospheric Circulations over the Northern Hemisphere Prediction Using Multivariate Features by ConvLSTM. IES Ekasit Phermphoonphiphat, Tomohiko Tomita, Masayuki Numao, Ken-ichi Fukui
2019	J	`jnl`	Cluster sequence mining from event sequence data and its application to damage correlation analysis. Knowl. Based Syst. Ken-ichi Fukui, Yoshiyuki Okada, Kazuki Satoh, Masayuki Numao
2019	—	`conf`	Feasible Affect Recognition in Advertising Based on Physiological Responses from Wearable Sensors. JSAI Taweesak Emsawas, Ken-ichi Fukui, Masayuki Numao
2019	J	`jnl`	Kernelized evolutionary distance metric learning for semi-supervised clustering. Intell. Data Anal. Wasin Kalintha, Satoshi Ono, Masayuki Numao, Ken-ichi Fukui
2019	—	`conf`	Modelling Naturalistic Work Stress Using Spectral HRV Representations and Deep Learning. JSAI Juan Lorenzo Hagad, Ken-ichi Fukui, Masayuki Numao
2019	C	`conf`	Physics-Guided Neural Network with Model Discrepancy Based on Upper Troposphere Wind Prediction. ICMLA Ken-ichi Fukui, Junya Tanaka, Tomohiko Tomita, Masayuki Numao
2018	J	`jnl`	Efficient Decision Trees for Multi-Class Support Vector Machines Using Entropy and Generalization Error Estimation. Int. J. Appl. Math. Comput. Sci. Pittipol Kantavat, Boonserm Kijsirikul, Patoomsiri Songsiri, Ken-ichi Fukui, Masayuki Numao
2018	A*	`conf`	Explainable Cross-Domain Recommendations Through Relational Learning. AAAI Sirawit Sopchoke, Ken-ichi Fukui, Masayuki Numao
2018	—	`conf`	Reinforcement learning for evolutionary distance metric learning systems improvement. GECCO (Companion) Bassel Ali, Wasin Kalintha, Koichi Moriyama, Masayuki Numao, Ken-ichi Fukui
2018	J	`jnl`	Two-Stage Reinforcement Learning Algorithm for Quick Cooperation in Repeated Games. Trans. Comput. Collect. Intell. Wataru Fujita, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
2017	—	`conf`	ART-2b: Adapted ART-2a for large scale data clustering on PM2.5 mass spectra. IEEE BigData Nat Pavasant, Hiroshi Furutani, Masayuki Numao, Ken-ichi Fukui
2017	B	`conf`	Concept Drift Detection for Graph-Structured Classifiers under Scarcity of True Labels. ICTAI Noppayut Sriwatanasakdi, Masayuki Numao, Ken-ichi Fukui
2017	J	`jnl`	Efficient Decision Trees for Multi-class Support Vector Machines Using Entropy and Generalization Error Estimation. CoRR Pittipol Kantavat, Boonserm Kijsirikul, Patoomsiri Songsiri, Ken-ichi Fukui, Masayuki Numao
2017	J	`jnl`	Familiarity effects in EEG-based emotion recognition. Brain Informatics Nattapong Thammasan, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
2017	A*	`conf`	Kernelized Evolutionary Distance Metric Learning for Semi-Supervised Clustering. AAAI Wasin Kalintha, Satoshi Ono, Masayuki Numao, Ken-ichi Fukui
2017	A*	`conf`	Multimodal Fusion of EEG and Musical Features in Music-Emotion Recognition. AAAI Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao
2017	—	`conf`	Multimodal stability-sensitive emotion recognition based on brainwave and physiological signals. ACII Workshops Nattapong Thammasan, Juan Lorenzo Hagad, Ken-ichi Fukui, Masayuki Numao
2017	—	`conf`	Personal Sleep Pattern Visualization via Clustering on Sound Data. AAAI Workshops Hongle Wu, Takafumi Kato, Tomomi Yamada, Masayuki Numao, Ken-ichi Fukui
2017	J	`jnl`	Personal sleep pattern visualization using sequence-based kernel self-organizing map on sound data. Artif. Intell. Medicine Hongle Wu, Takafumi Kato, Tomomi Yamada, Masayuki Numao, Ken-ichi Fukui
2017	—	`conf`	Reinforcement learning based distance metric filtering approach in clustering. SSCI Bassel Ali, Ken-ichi Fukui, Wasin Kalintha, Koichi Moriyama, Masayuki Numao
2017	J	`jnl`	Statistical sleep pattern modelling for sleep quality assessment based on sound events. Health Inf. Sci. Syst. Hongle Wu, Takafumi Kato, Masayuki Numao, Ken-ichi Fukui
2016	—	`conf`	Adaptive Two-stage Learning Algorithm for Repeated Games. ICAART (1) Wataru Fujita, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
2016	B	`conf`	An investigation of annotation smoothing for EEG-based continuous music-emotion recognition. SMC Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao
2016	—	`conf`	Application of Annotation Smoothing for Subject-Independent Emotion Recognition Based on Electroencephalogram. PRICAI Workshops Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao
2016	B	`conf`	Application of deep belief networks in eeg-based dynamic music-emotion recognition. IJCNN Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao
2016	J	`jnl`	Continuous Music-Emotion Recognition Based on Electroencephalogram. IEICE Trans. Inf. Syst. Nattapong Thammasan, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
2016	—	`conf`	Decision tree-based feature function design in conditional random field applied to error detection of ocean observation data. SSCI Yosuke Kamikawaji, Haruki Matsuyama, Ken-ichi Fukui, Shigeki Hosoda, Satoshi Ono
2016	C	`conf`	Error Detection of Ocean Depth Series Data with Area Partitioning and Using Sliding Window. ICMLA Shogo Hayashi, Satoshi Ono, Shigeki Hosoda, Masayuki Numao, Ken-ichi Fukui
2016	J	`jnl`	Fusion of EEG and Musical Features in Continuous Music-emotion Recognition. CoRR Nattapong Thammasan, Ken-ichi Fukui, Masayuki Numao
2016	—	`conf`	Implementation of Integrated Information Sharing System of Food Production, Marketing, and Consumption. IIAI-AAI Tomoko Kashima, Shimpei Matsumoto, Takashi Hasuike, Ken-ichi Fukui
2016	J	`jnl`	Kernel density compression for real-time Bayesian encoding/decoding of unsorted hippocampal spikes. Knowl. Based Syst. Danaipat Sodkomkham, Davide Ciliberti, Matthew A. Wilson, Ken-ichi Fukui, Koichi Moriyama, Masayuki Numao, Fabian Kloosterman
2016	C	`conf`	Proceedings in Adaptation, Learning and Optimization. IES Wasin Kalintha, Satoshi Ono, Masayuki Numao, Ken-ichi Fukui
2016	C	`conf`	Sleep Pattern Discovery via Visualizing Cluster Dynamics of Sound Data. IEA/AIE Hongle Wu, Takafumi Kato, Tomomi Yamada, Masayuki Numao, Ken-ichi Fukui
2015	J	`jnl`	An analysis of player affect transitions in survival horror games. J. Multimodal User Interfaces Vanus Vachiratamporn, Roberto Sebastian Legaspi, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
2015	—	`conf`	Cluster Analysis of Face Images and Literature Data by Evolutionary Distance Metric Learning. SGAI Conf. Wasin Kalintha, Taishi Megano, Satoshi Ono, Ken-ichi Fukui, Masayuki Numao
2015	—	`conf`	Cluster Sequence Mining: Causal Inference with Time and Space Proximity Under Uncertainty. PAKDD (2) Yoshiyuki Okada, Ken-ichi Fukui, Koichi Moriyama, Masayuki Numao
2015	—	`conf`	Concept Drift Detection with Clustering via Statistical Change Detection Methods. KSE Yusuke Sakamoto, Ken-ichi Fukui, João Gama, Daniela Nicklas, Koichi Moriyama, Masayuki Numao
2015	B	`conf`	Error detection of oceanic observation data using sequential labeling. DSAA Satoshi Ono, Haruki Matsuyama, Ken-ichi Fukui, Shigeki Hosoda
2015	B	`conf`	Evolutionary multi-objective distance metric learning for multi-label clustering. CEC Taishi Megano, Ken-ichi Fukui, Masayuki Numao, Satoshi Ono
2015	—	`conf`	Investigation of Familiarity Effects in Music-Emotion Recognition Based on EEG. BIH Nattapong Thammasan, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
2015	—	`conf`	Item-Based Learning for Music Emotion Prediction Using EEG Data. PRIMA Workshops Peerapon Vateekul, Nattapong Thammasan, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
2015	—	`conf`	Modeling Work Stress Using Heart Rate and Stress Coping Profiles. PRIMA Workshops Juan Lorenzo Hagad, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
2015	—	`conf`	Prediction as faster perception in a real-time fighting video game. CIG Kazuki Asayama, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
2014	J	`jnl`	An Intelligent Fighting Videogame Opponent Adapting to Behavior Patterns of the User. IEICE Trans. Inf. Syst. Koichi Moriyama, Simón Enrique Ortiz Branco, Mitsuhiro Matsumoto, Ken-ichi Fukui, Satoshi Kurihara, Masayuki Numao
2014	—	`conf`	An implementation of affective adaptation in survival horror games. CIG Vanus Vachiratamporn, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
2014	J	`jnl`	Discovering Seismic Interactions after the 2011 Tohoku Earthquake by Co-occurring Cluster Mining. Inf. Media Technol. Ken-ichi Fukui, Daiki Inaba, Masayuki Numao
2014	B	`conf`	Predicting Consumer Familiarity with Health Topics by Query Formulation and Search Result Interaction. PRICAI Ira Puspitasari, Ken-ichi Fukui, Koichi Moriyama, Masayuki Numao
2014	J	`jnl`	Sidekick: A Tool for Helping Students Manage Behavior in Self-initiated Learning Scenarios. Int. J. Distance Educ. Technol. Paul Salvador Inventado, Roberto Sebastian Legaspi, Koichi Moriyama, Ken-ichi Fukui, Masayuki Numao
2013	B	`conf`	Evolutionary Distance Metric Learning Approach to Semi-supervised Clustering with Neighbor Relations. ICTAI Ken-ichi Fukui, Satoshi Ono, Taishi Megano, Masayuki Numao
2013	A	`conf`	Identification of Effective Learning Behaviors. AIED Paul Salvador Inventado, Roberto Sebastian Legaspi, Rafael Cabredo, Koichi Moriyama, Ken-ichi Fukui, Satoshi Kurihara, Masayuki Numao
2013	—	`conf`	Predictability Analysis of Aperiodic and Periodic Model for Long-Term Human Mobility Using Ambient Sensors. MSM/MUSE Danaipat Sodkomkham, Roberto Sebastian Legaspi, Ken-ichi Fukui, Koichi Moriyama, Satoshi Kurihara, Masayuki Numao
2013	C	`conf`	Towards Building Incremental Affect Models in Self-Directed Learning Scenarios. ICCE Paul Salvador Inventado, Roberto Legaspi, Ken-ichi Fukui, Koichi Moriyama, Masayuki Numao
2012	—	`conf`	Co-occurring Cluster Mining for Damage Patterns Analysis of a Fuel Cell. PAKDD (2) Daiki Inaba, Ken-ichi Fukui, Kazuhisa Sato, Junichiro Mizusaki, Masayuki Numao
2012	—	`conf`	Neighborhood-Based Smoothing of External Cluster Validity Measures. PAKDD (1) Ken-ichi Fukui, Masayuki Numao
2011	—	`conf`	Exploring Melodic Motif to Support an Affect-Based Music Compositional Intelligence. KSE Roberto Sebastian Legaspi, Akinobu Ueda, Rafael Cabredo, Takayuki Nishikawa, Ken-ichi Fukui, Koichi Moriyama, Satoshi Kurihara, Masayuki Numao
2011	—	`conf`	Topographic Measure Based on External Criteria for Self-Organizing Map. WSOM Ken-ichi Fukui, Masayuki Numao
2010	A	`conf`	Addressing the problems of data-centric physiology-affect relations modeling. IUI Roberto Sebastian Legaspi, Ken-ichi Fukui, Koichi Moriyama, Satoshi Kurihara, Masayuki Numao, Merlin Suarez
2010	—	`conf`	Kullback-Leibler Divergence Based Kernel SOM for Visualization of Damage Process on Fuel Cells. ICTAI (1) Ken-ichi Fukui, Kazuhisa Sato, Junichiro Mizusaki, Masayuki Numao
2010	B	`conf`	Three-Subagent Adapting Architecture for Fighting Videogames. PRICAI Simón Enrique Ortiz Branco, Koichi Moriyama, Ken-ichi Fukui, Satoshi Kurihara, Masayuki Numao
2009	B	`conf`	Growth Analysis of Neighbor Network for Evaluation of Damage Progress. PAKDD Ken-ichi Fukui, Kazuhisa Sato, Junichiro Mizusaki, Kazumi Saito, Masahiro Kimura, Masayuki Numao
2008	J	`jnl`	Cluster-based predictive modeling to improve pedagogic reasoning. Comput. Hum. Behav. Roberto Sebastian Legaspi, Raymund Sison, Ken-ichi Fukui, Masayuki Numao
2008	—	`conf`	Pheromone Approach to the Adaptive Discovery of Sensor-Network Topology. IAT Hiroshi Tamaki, Ken-ichi Fukui, Masayuki Numao, Satoshi Kurihara
2008	J	`jnl`	Reinforcement Learning on a Futures Market Simulator. J. Univers. Comput. Sci. Koichi Moriyama, Mitsuhiro Matsumoto, Ken-ichi Fukui, Satoshi Kurihara, Masayuki Numao
2008	C	`conf`	Sequence-based SOM: Visualizing transition of dynamic clusters. CIT Ken-ichi Fukui, Kazumi Saito, Masahiro Kimura, Masayuki Numao
2007	—	`conf`	Combining Burst Extraction Method and Sequence-Based SOM for Evaluation of Fracture Dynamics in Solid Oxide Fuel Cell. ICTAI (2) Ken-ichi Fukui, Kazuhisa Sato, Junichiro Mizusaki, Kazumi Saito, Masayuki Numao
2007	—	`conf`	Interpretable Likelihood for Vector Representable Topic. KES (3) Ken-ichi Fukui, Kazumi Saito, Masahiro Kimura, Masayuki Numao
2007	—	`conf`	Reinforcement Learning on a Futures Market Simulator. KES-AMSTA Koichi Moriyama, Mitsuhiro Matsumoto, Ken-ichi Fukui, Satoshi Kurihara, Masayuki Numao
2006	—	`conf`	Visualization Architecture Based on SOM for Two-Class Sequential Data. KES (2) Ken-ichi Fukui, Kazumi Saito, Masahiro Kimura, Masayuki Numao
2005	—	`conf`	A Cluster-based Predictive Modeling to Improve Pedagogic Reasoning. CELDA Roberto Sebastian Legaspi, Raymund Sison, Ken-ichi Fukui, Masayuki Numao
2005	C	`conf`	Predicting High-level Student Responses Using Conceptual Clustering. ICCE Roberto Sebastian Legaspi, Raymund Sison, Ken-ichi Fukui, Masayuki Numao
2005	—	`conf`	Visualizing Dynamics of the Hot Topics Using Sequence-Based Self-organizing Maps. KES (4) Ken-ichi Fukui, Kazumi Saito, Masahiro Kimura, Masayuki Numao