A Machine Learning Framework for an Expert Tutor Construction. - Roberto Sebastian Legaspi; Raymund Sison (ICCE, 2002)

Self-Improving Instructional Plans on the Level of Student Categories. - Roberto Sebastian Legaspi; Raymund Sison; Masayuki Numao (ICALT, 2004)

A Category-Based Self-Improving Planning Module. - Roberto Sebastian Legaspi; Raymund Sison; Masayuki Numao (Intelligent Tutoring Systems, 2004)

MSIP: Agents Embodying a Category-Based Learning Process for the ITS Tutor to Self-improve Its Instructional Plans. - Roberto Sebastian Legaspi; Raymund Sison; Masayuki Numao (PRICAI, 2004)

Predicting High-level Student Responses Using Conceptual Clustering. - Roberto Sebastian Legaspi; Raymund Sison; Ken-ichi Fukui; Masayuki Numao (ICCE, 2005)

An Emotion-Driven Musical Piece Generator for a Constructive Adaptive User Interface. - Roberto Sebastian Legaspi; Yuya Hashimoto; Masayuki Numao (PRICAI, 2006)

A Category-based Framework of a Self-improving Instructional Planner. - Roberto Legaspi; Raymund Sison; Masayuki Numao (Inf. Media Technol., 2006)

Music compositional intelligence with an affective flavor. - Roberto Sebastian Legaspi; Yuya Hashimoto; Koichi Moriyama; Satoshi Kurihara; Masayuki Numao (IUI, 2007)

Cluster-based predictive modeling to improve pedagogic reasoning. - Roberto Sebastian Legaspi; Raymund Sison; Ken-ichi Fukui; Masayuki Numao (Comput. Hum. Behav., 2008)

Modelling affective-based music compositional intelligence with the aid of ANS analyses. - Toshihito Sugimoto; Roberto Sebastian Legaspi; Akihiro Ota; Koichi Moriyama; Satoshi Kurihara; Masayuki Numao (Knowl. Based Syst., 2008)

Constructive Adaptive User Interfaces Based on Brain Waves. - Masayuki Numao; Takayuki Nishikawa; Toshihito Sugimoto; Satoshi Kurihara; Roberto Sebastian Legaspi (HCI (2), 2009)

Predicting Student's Appraisal of Feedback in an ITS Using Previous Affective States and Continuous Affect Labels from EEG Data. - Paul Salvador Inventado; Roberto Legaspi; The Duy Bui; Merlin Suarez (ICCE, 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 (IUI, 2010)

Investigating the Transitions between Learning and Non-learning Activities as Students Learn Online. - Paul Salvador Inventado; Roberto Sebastian Legaspi; Merlin Suarez; Masayuki Numao (EDM, 2011)

Investigating Transitions in Affect and Activities for Online Learning Interventions. - Paul Salvador Inventado; Roberto Legaspi; Merlin Suarez; Masayuki Numao (ICCE, 2011)

Identifying Emotion Segments in Music by Discovering Motifs in Physiological Data. - Rafael Cabredo; Roberto Sebastian Legaspi; Masayuki Numao (ISMIR, 2011)

Observatory: A Tool for Recording, Annotating and Reviewing Emotion-Related Data. - Paul Salvador Inventado; Roberto Sebastian Legaspi; Masayuki Numao; Merlin Suarez (KSE, 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 (KSE, 2011)

Predicting Levels of Rapport in Dyadic Interactions through Automatic Detection of Posture and Posture Congruence. - Juan Lorenzo Hagad; Roberto Sebastian Legaspi; Masayuki Numao; Merlin Suarez (SocialCom/PASSAT, 2011)

Predicting Student Emotions Resulting from Appraisal of its Feedback. - Paul Salvador Inventado; Roberto Legaspi; Merlin Suarez; Masayuki Numao (Res. Pract. Technol. Enhanc. Learn., 2011)

Student Learning Behavior in an Unsupervised Learning Environment. - Paul Salvador Inventado; Roberto Legaspi; Rafael Cabredo; Masayuki Numao (ICCE, 2012)

Aiding Digital Natives Learn Positive Learning Behaviors through Reflection. - Roberto Legaspi; Paul Salvador Inventado; Rafael Cabredo; Masayuki Numao (ICCE, 2012)

An Emotion Model for Music Using Brain Waves. - Rafael Cabredo; Roberto Sebastian Legaspi; Paul Salvador Inventado; Masayuki Numao (ISMIR, 2012)

Towards Providing Music for Academic and Leisurely Activities of Computer Users. - Roman Joseph Aquino; Joshua Rafael Battad; Charlene Frances Ngo; Gemilene Uy; Rhia Trogo; Roberto Sebastian Legaspi; Merlin Teodosia C. Suarez (PRICAI, 2012)

On Modelling Emotional Responses to Rhythm Features. - Jocelynn Cu; Rafael Cabredo; Roberto Sebastian Legaspi; Merlin Teodosia C. Suarez (PRICAI, 2012)

Towards the Design of Affective Survival Horror Games: An Investigation on Player Affect. - Vanus Vachiratamporn; Roberto Sebastian Legaspi; Koichi Moriyama; Masayuki Numao (ACII, 2013)

Identification of Effective Learning Behaviors. - Paul Salvador Inventado; Roberto Sebastian Legaspi; Rafael Cabredo; Koichi Moriyama; Ken-ichi Fukui; Satoshi Kurihara; Masayuki Numao (AIED, 2013)

An architecture for identifying and using effective learning behavior to help students manage learning. - Paul Salvador Inventado; Roberto Sebastian Legaspi; Koichi Moriyama; Masayuki Numao; Jeanine DeFalco; Ryan S. Baker 001 (AIED Workshops, 2013)

Modeling Affect in Student-driven Learning Scenarios. - Paul Salvador Inventado; Roberto Sebastian Legaspi; Rafael Cabredo; Masayuki Numao (EDM, 2013)

Helping Students Manage Personalized Learning Scenarios. - Paul Salvador Inventado; Roberto Sebastian Legaspi; Masayuki Numao (EDM, 2013)

Towards Building Incremental Affect Models in Self-Directed Learning Scenarios. - Paul Salvador Inventado; Roberto Legaspi; Ken-ichi Fukui; Koichi Moriyama; Masayuki Numao (ICCE, 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 (MSM/MUSE, 2013)

Discovering Emotion-Inducing Music Features Using EEG Signals. - Rafael Cabredo; Roberto Sebastian Legaspi; Paul Salvador Inventado; Masayuki Numao (J. Adv. Comput. Intell. Intell. Informatics, 2013)

Perception-Based Resilience: Accounting for the Impact of Human Perception on Resilience Thinking. - Roberto Sebastian Legaspi; Hiroshi Maruyama; Rungsiman Nararatwong; Hitoshi Okada (BDCloud, 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)

Improving Inertial Navigation Systems with Pedestrian Locomotion Classifiers. - Courtney Ngo; Solomon See; Roberto Sebastian Legaspi (PECCS, 2015)

A Novel Mental State Model of Social Perception of Brand Crisis from an Entertainment Perspective. - Rungsiman Nararatwong; Roberto Sebastian Legaspi; Hitoshi Okada; Hiroshi Maruyama (SBP, 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)

Classical machine learning and deep neural network ensemble model for GPS-based activity recognition. - Ryoichi Kojima; Roberto Legaspi; Yutaro Mishima; Shinya Wada (UbiComp/ISWC Adjunct, 2021)

Event Detection and Event-Relevant Tweet Extraction with Human Mobility. - Naoto Takeda; Daisuke Kamisaka; Roberto Legaspi; Yutaro Mishima; Atsunori Minamikawa (MobiQuitous, 2021)

Positing a Sense of Agency-Aware Persuasive AI: Its Theoretical and Computational Frameworks. - Roberto Legaspi; Wenzhen Xu; Tatsuya Konishi; Shinya Wada (PERSUASIVE, 2021)

Psychographic Matching between a Call Center Agent and a Customer. - Akihiro Kobayashi; Yuichi Ishikawa; Roberto Sebastian Legaspi (UMAP, 2021)

Fuzzy Clustering in Assortative and Disassortative Networks. - Ryoichi Kojima; Roberto Legaspi; Toshiaki Murofushi (J. Adv. Comput. Intell. Intell. Informatics, 2021)

Trip Destination Prediction by Cross-City Exploratory Data Analysis Approach in People Flow Data. - Ryoichi Kojima; Roberto Legaspi; Shinya Wada (IEEE Big Data, 2022)

Physics-Informed Long-Sequence Forecasting From Multi-Resolution Spatiotemporal Data. - Chuizheng Meng; Hao Niu 001; Guillaume Habault; Roberto Legaspi; Shinya Wada; Chihiro Ono; Yan Liu 002 (IJCAI, 2022)

Mu2ReST: Multi-resolution Recursive Spatio-Temporal Transformer for Long-Term Prediction. - Hao Niu 001; Chuizheng Meng; Defu Cao; Guillaume Habault; Roberto Legaspi; Shinya Wada; Chihiro Ono; Yan Liu 002 (PAKDD (1), 2022)

The Utility of Personality Types for Personalizing Persuasion. - Wenzhen Xu; Yuichi Ishikawa; Roberto Legaspi (PERSUASIVE, 2022)

Multidimensional Analysis of Sense of Agency During Goal Pursuit. - Roberto Legaspi; Wenzhen Xu; Tatsuya Konishi; Shinya Wada; Yuichi Ishikawa (UMAP, 2022)

Unsupervised Learning of Domain-Independent User Attributes. - Yuichi Ishikawa; Roberto Legaspi; Kei Yonekawa; Yugo Nakamura; Shigemi Ishida; Tsunenori Mine; Yutaka Arakawa (IEEE Access, 2022)

ALLFA: Active Learning Through Label and Feature Augmentation. - Yasutaka Nishimura; Naoto Takeda; Roberto Legaspi; Kazushi Ikeda; Thomas Plötz; Sonia Chernova (ICMLA, 2023)

Sensor Event Sequence Prediction for Proactive Smart Home Support Using Autoregressive Language Model. - Naoto Takeda; Roberto Legaspi; Yasutaka Nishimura; Kazushi Ikeda; Atsunori Minamikawa; Thomas Plötz; Sonia Chernova (IE, 2023)

Extraction of Important Temporal Order for eXplainable AI on Time-series data. - Yasutaka Nishimura; Naoto Takeda; Roberto Legaspi; Kazushi Ikeda; Thomas Plötz; Sonia Chernova (PerCom Workshops, 2023)

Does the Association Between Persuasive Strategies and Personality Types Vary Across Regions. - Wenzhen Xu; Roberto Legaspi; Yuichi Ishikawa (PERSUASIVE, 2023)

Time-delayed Multivariate Time Series Predictions. - Hao Niu 001; Guillaume Habault; Roberto Legaspi; Chuizheng Meng; Defu Cao; Shinya Wada; Chihiro Ono; Yan Liu 002 (SDM, 2023)

Composing Groups in Collaborative Learning by Pair Personality Differences. - Akihiro Kobayashi; Yuichi Ishikawa; Kazushi Ikeda; Daisuke Kamisaka; Roberto Legaspi (UMAP, 2023)

Physiological Responses to Movies Predict Marital Satisfaction. - Yuichi Ishikawa; Nao Kobayashi; Roberto Legaspi; Kae Nakajima; Yasushi Naruse (IEEE Access, 2023)

Zero-shot Persuasive Chatbots with LLM-Generated Strategies and Information Retrieval. - Kazuaki Furumai; Roberto Legaspi; Julio Romero; Yudai Yamazaki; Yasutaka Nishimura; Sina J. Semnani; Kazushi Ikeda; Weiyan Shi; Monica S. Lam (EMNLP (Findings), 2024)

A Versatile Causal Discovery Framework to Allow Causally-Related Hidden Variables. - Xinshuai Dong; Biwei Huang; Ignavier Ng; Xiangchen Song; Yujia Zheng 001; Songyao Jin; Roberto Legaspi; Peter Spirtes; Kun Zhang 001 (ICLR, 2024)

Mixture of Projection Experts for Multivariate Long-Term Time Series Forecasting. - Hao Niu 001; Guillaume Habault; Defu Cao; Yizhou Zhang; Roberto Legaspi; Huy Quang Ung; James Enouen; Shinya Wada; Chihiro Ono; Atsunori Minamikawa; Yan Liu 002 (ICMLA, 2024)

On the Parameter Identifiability of Partially Observed Linear Causal Models. - Xinshuai Dong; Ignavier Ng; Biwei Huang; Yuewen Sun; Songyao Jin; Roberto Legaspi; Peter Spirtes; Kun Zhang 001 (NeurIPS, 2024)

Identifying Latent State-Transition Processes for Individualized Reinforcement Learning. - Yuewen Sun; Biwei Huang; Yu Yao 005; Donghuo Zeng; Xinshuai Dong; Songyao Jin; Boyang Sun; Roberto Legaspi; Kazushi Ikeda; Peter Spirtes; Kun Zhang 001 (NeurIPS, 2024)

Development of a Prototype AI System for Real-time Emotion Prediction and Mental State Adjustment. - Akihiro Sasaki; Eriko Sugisaki; Roberto Legaspi; Yasushi Naruse; Nao Kobayashi (PERSUASIVE (Adjunct), 2024)

Estimating Sense of Agency from Behavioral Logs: Toward a Just-in-Time Adaptive Intervention System. - Ryunosuke Togawa; Roberto Legaspi; Yasutaka Nishimura; Akihiro Miyamamoto; Bo Yang 057; Eriko Sugisaki; Kazushi Ikeda; Nao Kobayashi; Yasushi Naruse (PERSUASIVE, 2024)

Counterfactual Reasoning Using Predicted Latent Personality Dimensions for Optimizing Persuasion Outcome. - Donghuo Zeng; Roberto Sebastian Legaspi; Yuewen Sun; Xinshuai Dong; Kazushi Ikeda; Peter Spirtes; Kun Zhang 001 (PERSUASIVE, 2024)

Zero-shot Persuasive Chatbots with LLM-Generated Strategies and Information Retrieval. - Kazuaki Furumai; Roberto Legaspi; Julio Vizcarra; Yudai Yamazaki; Yasutaka Nishimura; Sina J. Semnani; Kazushi Ikeda; Weiyan Shi; Monica S. Lam (CoRR, 2024)

Sensor event sequence prediction for proactive smart home: A GPT2-based autoregressive language model approach. - Naoto Takeda; Roberto Legaspi; Yasutaka Nishimura; Kazushi Ikeda; Atsunori Minamikawa; Thomas Plötz; Sonia Chernova (J. Ambient Intell. Smart Environ., 2024)

The sense of agency in human-AI interactions. - Roberto Legaspi; Wenzhen Xu; Tatsuya Konishi; Shinya Wada; Nao Kobayashi; Yasushi Naruse; Yuichi Ishikawa (Knowl. Based Syst., 2024)

Generative Framework for Personalized Persuasion: Inferring Causal, Counterfactual, and Latent Knowledge. - Donghuo Zeng; Roberto Legaspi; Yuewen Sun; Xinshuai Dong; Kazushi Ikeda; Peter Spirtes; Kun Zhang 001 (UMAP, 2025)

Causal Discovery and Counterfactual Reasoning to Optimize Persuasive Dialogue Policies. - Donghuo Zeng; Roberto Legaspi; Yuewen Sun; Xinshuai Dong; Kazushi Ikeda; Peter Spirtes; Kun Zhang 001 (CoRR, 2025)