Takafumi Nakanishi

112 papers A* 1B 1C 22Misc 1Journal 16Unranked 70

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Approximate Inverse Model Explanations as a Model-Agnostic Framework for Linking Musical Scores and Performance. IEEE Access Ayako Minematsu, Takafumi Nakanishi
2026	—	`conf`	Beyond Prediction: Model-Independent Explanations for Nail Disease Detection with Approximate Inverse Model Explanations (AIME). KST Sittisak Saechueng, Sirapob Lapanakokiat, Takafumi Nakanishi
2026	—	`conf`	Explainable Multimodal Earthquake Event Classification Using AIME Attribution and LLM-Based Narrative Reasoning. KST Phattaradanai Suwannahong, Piphatpong Wannapanon, Aphisara Klayburee, Takafumi Nakanishi, Ponlawat Chophuk
2026	J	`jnl`	Jacobian-AIME: A Local and Functional Approach to Interpreting Nonlinear Maps for Physics-Informed Neural Networks. IEEE Access Kosuke Yano, Takafumi Nakanishi, Soichiro Ikuno
2025	—	`conf`	AIM-CF: Fast and Precise Counterfactual Explanations via Approximate Inverse Models. SNPD-Summer Takafumi Nakanishi, Ponlawat Chophuk, Krisana Chinnasarn
2025	J	`jnl`	AIME-PSO: Constraint-Aware Counterfactual Explanations via Approximate Inverse-Guided Particle Swarm. IEEE Access Takafumi Nakanishi, Ponlawat Chophuk, Krisana Chinnasarn
2025	—	`conf`	Approximate Inverse Model Explanations for Metamaterial Design with Scalar-Field-Based Metal Foam Surrogates. IIAI-AAI-Winter Taku Itoh, Takafumi Nakanishi
2025	J	`jnl`	Approximate-Inverse Explainability of β-VAE Latents for Multichannel EEG Participant-Generalised Topographical Representation Learning. IEEE Access Takafumi Nakanishi, Luca Longo
2025	—	`conf`	AutoCausalAIME: A CMA-ES-Driven Framework for Parametric Penalty Tuning in Causal Inverse Explanations. IJCCI (3) Takafumi Nakanishi
2025	J	`jnl`	Bayesian-AIME: Quantifying Uncertainty and Enhancing Stability in Approximate Inverse Model Explanations. IEEE Access Takafumi Nakanishi
2025	—	`conf`	Beyond Frequency: An Entropy-Jensen-Shannon Framework for Condition-Specific Word Extraction. IIAI-AAI-Winter Fan Cheng, Takafumi Nakanishi
2025	—	`conf`	Bridging Real and Virtual Worlds: A Low-Cost MediaPipe-Based Fish Motion System for Educational Cyber-Physical Interaction. IIAI-AAI-Winter Ion Nakagawa, Ryuji Takayama, Manami Masuda, Maria Yokoi, Mizuki Nakashima, Takafumi Nakanishi
2025	—	`conf`	CausalAIME: Leveraging Peter-Clark Algorithms and Inverse Modeling for Unified Global Feature Explanation in Healthcare. xAI (2) Takafumi Nakanishi
2025	—	`conf`	Explainable Clustering of Skeleton Time-Series: AIME-Driven Feature Contribution Analysis of Gait Styles. IIAI-AAI-Winter Kanato Murayama, Takafumi Nakanishi
2025	—	`conf`	Find Your Story: Novel Retrieval through Imaginative Summary Embeddings. IIAI-AAI-Winter Futa Tajima, Yuto Funatsu, Runa Takeuchi, Kei Kimura, Kouta Kameoka, Takafumi Nakanishi
2025	—	`conf`	Fusion of XAI and LLM: Automatic Topic Name Extraction from Text Data Using Approximate Inverse Model Explanations (AIME). ICSC Takafumi Nakanishi
2025	—	`conf`	Hacking the Black Box: Prompt Injection for Visualizing LLM Reasoning as Graphs. IIAI-AAI-Winter Takumi Sugimoto, Hiryu Kimura, Yuhei Yamada, Tomoki Akiyama, Minato Hojo, Takafumi Nakanishi
2025	J	`jnl`	Heuristic XAI: AIME and HMM Integration Improved-Feature-Importance Assessment Through Heuristics. IEEE Access Takafumi Nakanishi, Ponlawat Chophuk, Krisana Chinnasarn
2025	J	`jnl`	HuberAIME: A Robust Approach to Explainable AI in the Presence of Outliers. IEEE Access Takafumi Nakanishi
2025	—	`conf`	Improving Clustering Explainability and Automated Cluster Naming with Approximate Inverse Model Explanations and Large Language Models. KST Takafumi Nakanishi
2025	—	`conf`	Interactive XAI through Dialogue: Leveraging Approximate Inverse Model Explanations and LLM Agents. IIAI-AAI-Winter Takafumi Nakanishi
2025	C	`conf`	Interpretable News Clustering and Topic Attribution for the U.S. Presidential Election: An AIME and LLM Approach. SERA Takafumi Nakanishi
2025	—	`conf`	Learning-Based Scene Selection for Autonomous Multi-Camera Video Editing. IIAI-AAI-Winter Yoshiharu Tanabe, Takafumi Nakanishi
2025	—	`conf`	Listening with Confidence: Bayesian Explainable AI for Understanding Musical Preferences. IIAI-AAI-Winter Yuki Kato, Takafumi Nakanishi
2025	—	`conf`	Persona-Conditioned Online Firestorm Risk Detection A Similarity-Based Approach with Switchable OUT/SAFE Exemplars. IIAI-AAI-Winter Ren Yamauchi, Yuki Fujimatsu, Jinyu Toida, Haruto Miyakawa, Haruto Ichikawa, Rei Oshima, Takafumi Nakanishi
2025	C	`conf`	Proposed Visualization Method to Support Piano Learners Based on Performance Style Preferences. EJC Ayako Minematsu, Takafumi Nakanishi
2025	—	`conf`	Public Opinion Main Factors Extraction Method by Using Sentimental Analysis and Explainable AI and Its Application to Review Text Data for Star Wars. IIAI-AAI-Winter Akane Kikuchi, Takafumi Nakanishi
2025	—	`conf`	Quantifying Function Simplicity by Arc Length: A Geometric Foundation for Explainable AI. IIAI-AAI-Winter Aimi Tozawa, Kei Murayama, Ryunosuke Oda, Nagi Yamaguchi, Takafumi Nakanishi
2025	—	`conf`	Real-Time Animation of User-Drawn Images via Smoothed Skeleton Time-Series Data. IIAI-AAI-Winter Yuhei Yamada, Takafumi Nakanishi
2025	—	`conf`	The Breath of Music: Quantifying How Pianists' Respiration Aligns with the Score. IIAI-AAI-Winter Ayako Minematsu, Takafumi Nakanishi
2025	—	`conf`	Towards Personalized Career Path Guidance: Integrating Personality Diagnosis with RAG-based Recommendation. IIAI-AAI-Winter Hiroto Tanaka, Toshihito Ikeya, Hiroki Takahashi, Yuzuki Okada, Takafumi Nakanishi
2024	—	`conf`	AIME Image Insights: Transforming Image Recognition with Approximate Inverse Model Explanations. IIAI-AAI Takafumi Nakanishi
2024	—	`conf`	Anomaly Detection Through Graph Autoencoder-Based Learning of Screenshot Image Logs. ICSC Yuki Ohkawa, Takafumi Nakanishi
2024	—	`conf`	Consumer Price Index Dynamics Unveiled: Approximate Inverse Model Explanations (AIME) of News Text Data and Consumer Price Index Data. IIAI-AAI Kunihiko Hayashi, Takafumi Nakanishi
2024	—	`conf`	Detection of Latent Gender Biases in Data and Models Using the Approximate Generalized Inverse Method. ICSC Takafumi Nakanishi
2024	C	`conf`	Dynamic Art Curation Method with Pretrained Models of Art Interpretation. EJC Yosuke Tsuchiya, Takafumi Nakanishi, Naoki Ishibashi
2024	J	`jnl`	Evolving Feature Selection: Synergistic Backward and Forward Deletion Method Utilizing Global Feature Importance. IEEE Access Takafumi Nakanishi, Ponlawat Chophuk, Krisana Chinnasarn
2024	—	`conf`	Exploring Stroke Factors Using Approximate Inverse Model Explanations (AIME): A Method for Extracting Relevant Factors from a Stroke Dataset. KES-IDT Takafumi Nakanishi
2024	C	`conf`	LGBT in the Linguistic Landscape: Uncovering Cross-Language Differences with AIME by News Data in Each Linguistic Area. EJC Takafumi Nakanishi
2024	J	`jnl`	PCAIME: Principal Component Analysis-Enhanced Approximate Inverse Model Explanations Through Dimensional Decomposition and Expansion. IEEE Access Takafumi Nakanishi
2024	J	`jnl`	PCaLDI: Explainable Similarity and Distance Metrics Using Principal Component Analysis Loadings for Feature Importance. IEEE Access Takafumi Nakanishi
2024	—	`conf`	Temporal Analysis of Editorial Trends in Major Newspapers Following the Prime Minister's Speech. ICSC Taichi Ohno, Yusuke Hoshino, Takafumi Nakanishi
2024	—	`conf`	XAG: Enhancing Transparency by Integrating Explainable Artificial Intelligence with Large Language Models. WI/IAT Takafumi Nakanishi
2023	—	`conf`	A Complexity Feature Extraction Method by Chord Progression and Transition Density for Music Media Content. IIAI-AAI-Winter Ayako Sugiyama, Ryotaro Okada, Ayako Minematsu, Takafumi Nakanishi
2023	—	`conf`	A Factor Extraction of Preference in Musical Performances Using AIME with Focus on Time-Series Derivative Features. IIAI-AAI-Winter Ayako Minematsu, Takafumi Nakanishi
2023	—	`conf`	A Joint Scene Text Recognition and Visual Appearance Model for Protest Issue Classification. ICDAR@ICMR Xuan Luo, Sota Kato, Asahi Obata, Budrul Ahsan, Ryotaro Okada, Takafumi Nakanishi
2023	—	`conf`	A Keyword Transition Extraction Method for Time-series Text Data and Its Application to Discovering the Transition of Key Technology Elements in Japan. IIAI-AAI Fan Cheng, Takafumi Nakanishi
2023	C	`conf`	A New Global Sign Language Recognition System Utilizing the Editable Mediator: Integration with Local Hand Shape Recognition. EJC Takafumi Nakanishi, Ayako Minematsu, Ryotaro Okada, Osamu Hasegawa, Virach Sornlertlamvanich
2023	—	`conf`	An Inquirer-Responder Architecture Using LLMs: Emulating Virtual Hearing Q&A in Education. WI/IAT Takafumi Nakanishi
2023	J	`jnl`	Approximate Inverse Model Explanations (AIME): Unveiling Local and Global Insights in Machine Learning Models. IEEE Access Takafumi Nakanishi
2023	—	`conf`	Country by Country Comparison of Thumbnail Features Contributing to Views Using AIME for YouTube. IIAI-AAI-Winter Rintaro Fukui, Ryotaro Okada, Ayako Minematsu, Takafumi Nakanishi
2023	—	`conf`	Integrated Analysis by Utilizing AIME: Unveiling Correlations and Identifying Keywords for SDG Achievement Through Country Action Plans and Scores. IIAI-AAI-Winter Takafumi Nakanishi
2023	—	`conf`	Off-Rhythm Detection System for Beginner Violinists. IIAI-AAI-Winter Miyu Momozawa, Ryotaro Okada, Ayako Minematsu, Takafumi Nakanishi
2023	—	`conf`	Visualization of Members' Activities in a Series of Group Works by Time-series Feature Comparison Method. IIAI-AAI-Winter Rikito Ohnishi, Ryotaro Okada, Yuki Murakami, Takafumi Nakanishi, Teru Ozawa, Yutaka Ogasawara, Kazuhiro Ohashi
2022	—	`conf`	A Dynamic Finger Character Recognition Method Using Landmark Behavior Rule Base. IIAI-AAI-Winter Shinpei Hagimoto, Takuma Nitta, Ryotaro Okada, Takafumi Nakanishi
2022	—	`conf`	A Method for Predicting Sudden/Cyclic Stress Using Vital Data and the Realization of a Tracking Mental Management Robot. IIAI-AAI-Winter Koharu Sano, Keiko Ojima, Ryotaro Okada, Takafumi Nakanishi
2022	—	`conf`	Detection Method of User Behavior Transition on Computer. ADMA (2) Yuki Ohkawa, Takafumi Nakanishi
2022	—	`conf`	Emotion Estimation Method by Convolutional Neural Network for Heartbeat Vital Data. IIAI-AAI-Winter Miyu Iwamoto, Keiko Ojima, Ryotaro Okada, Takafumi Nakanishi
2022	—	`conf`	Estimation of Pharmacological Activity by Combining Molecular Fingerprints and Skeletal Formula Images. IIAI-AAI-Winter Satoshi Ito, Takafumi Nakanishi, Masatsugu Hashimoto
2022	—	`conf`	Extraction Method for Important Words as a Viewer's Reaction Arousal Factor from YouTube - Transcription. IIAI-AAI Ryuichi Hirano, Ryotaro Okada, Takafumi Nakanishi
2022	—	`conf`	Interpretable Predictive Results in Classification of Waka Poets. IIAI-AAI Aiha Ikegami, Takafumi Nakanishi
2022	—	`conf`	Music Recommendation Method for Time-Series Emotions from Lyrics Using Valence-Arousal-Dominance Model. IIAI-AAI Hiroki Nakata, Takafumi Nakanishi
2022	—	`conf`	Obstacles Detection and Motion Estimation by Using Multiple Lidar Sensors Data. IIAI-AAI-Winter Shiying Liu, Takafumi Nakanishi
2022	—	`conf`	Recipe Recommendation Method by Similarity Measure with Food Image Recognition. ICISDM Shota Tamaru, Hyuga Taki, Rune Usuki, Takafumi Nakanishi
2022	C	`conf`	Sign Language Recognition by Similarity Measure with Emotional Expression Specific to Signers. EJC Takafumi Nakanishi, Ayako Minematsu, Ryotaro Okada, Osamu Hasegawa, Virach Sornlertlamvanich
2022	—	`conf`	Time-Series Flexible Resampling for Continuous and Real-Time Finger Character Recognition. WI/IAT Takuma Nitta, Shinpei Hagimoto, Kyosuke Miyamura, Ryotaro Okada, Takafumi Nakanishi
2021	—	`conf`	A Method for Estimating Emotions Using HRV for Vital Data and Its Application to Self-mental care management system. IIAI-AAI-Winter Koharu Sano, Keiko Ojima, Tagiru Nakamura, Ryotaro Okada, Takafumi Nakanishi
2021	C	`conf`	Automatic Music Mashup Creation Method by Similarity of Features. ICIS Kyosuke Miyamura, Ryotaro Okada, Takafumi Nakanishi
2021	C	`conf`	Music Impression Extraction Method By chord Impressions and Its Application to Music Media Retrieval. SNPD Hiroki Nakata, Takafumi Nakanishi
2021	—	`conf`	Realization of Discovery for Burst Topic Transition Using the Topic Change Point Detection Method for Time-Series Text Data. IIAI-AAI-Winter Yuta Ishii, Aiha Ikegami, Takafumi Nakanishi
2021	J	`jnl`	Time-series topic analysis using singular spectrum transformation for detecting political business cycles. J. Cloud Comput. Sota Kato, Takafumi Nakanishi, Budrul Ahsan, Hirokazu Shimauchi
2021	C	`conf`	Weather Map Prediction Using RGB Metaphorical Feature Extraction for Atmospheric Pressure Patterns. ICIS Takeru Hakii, Koshi Shimada, Takafumi Nakanishi, Ryotaro Okada, Keigo Matsuda, Ryo Onishi, Keiko Takahashi
2020	—	`conf`	A Redefinition Method of Extracting Features for Media Content Utilization and Its Application to Kimono Obi Design. IIAI-AAI Ryotaro Okada, Takafumi Nakanishi, Akie Kawagoe, Hirofumi Saito, Hiroshi Saito, Masato Shinohara
2020	—	`conf`	Kansei Transition Analysis by Time-series Change of Media Content. IIAI-AAI Takafumi Nakanishi, Ryotaro Okada, Rintaro Nakahodo
2019	—	`conf`	A Class Content Summary Method Based on Media-driven Real-time Content Management Framework. IIAI-AAI Takafumi Nakanishi, Kyohei Matsumoto, Toshitada Sakawa, Kengo Onodera, Shinichiro Orimo, Hiroyuki Kobayashi
2019	J	`jnl`	A Time Series Structure Analysis Method of a Meeting Using Text Data and a Visualization Method of State Transitions. New Gener. Comput. Ryotaro Okada, Takafumi Nakanishi, Yuichi Tanaka, Yutaka Ogasawara, Kazuhiro Ohashi
2019	C	`conf`	Topic Variation Detection Method for Detecting Political Business Cycles. BDCAT Sota Kato, Takafumi Nakanishi, Hirokazu Shimauchi, Budrul Ahsan
2018	C	`conf`	Semantic-Dependent Access Log Analysis for Predicting the Demographic Data. EJC Kyohei Matsumoto, Takafumi Nakanishi, Takashi Kitagawa
2017	—	`conf`	A Topic Extraction Method on the Flow of Conversation in Meetings. IIAI-AAI Takafumi Nakanishi, Ryotaro Okada, Yuichi Tanaka, Yutaka Ogasawara, Kazuhiro Ohashi
2017	—	`conf`	An impression estimation and visualization method for TV commercials. PACRIM Takafumi Nakanishi, Keisuke Tamaru
2016	C	`conf`	Automatic media content creation system according to an impression by recognition-creation operators. ICIS Takafumi Nakanishi, Ryotaro Okada, Takashi Kitagawa
2016	C	`conf`	Evaluation Indexes of Customer Journey for Contents of Owned Media. EJC Kyohei Matsumoto, Takafumi Nakanishi, Takashi Kitagawa
2015	—	`ch.`	A Discovery Method of Anteroposterior Correlation for Big Data Era. Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing Takafumi Nakanishi
2015	C	`conf`	A feature selection method for comparision of each concept in big data. ICIS Takafumi Nakanishi
2015	—	`conf`	Analysis of User Behavior on Private Chat System. WI-IAT (3) Fujio Toriumi, Takafumi Nakanishi, Mitsuteru Tashiro, Kiyotaka Eguchi
2014	C	`conf`	A Data-driven Axes Creation Model for Correlation Measurement on Big Data Analytics. EJC Takafumi Nakanishi
2014	—	`conf`	A Method of Knowledge Creation and Knowledge Utilization by Generalized Inverse Operator. IIAI-AAI Ryotaro Okada, Takafumi Nakanishi, Takashi Kitagawa
2014	—	`conf`	Semantic Context-Dependent Weighting for Vector Space Model. ICSC Takafumi Nakanishi
2014	—	`conf`	Toward a Realization of Knowledge Creation Grid for Big Data Era. IIAI-AAI Takafumi Nakanishi
2013	C	`conf`	Conceptual Modelling of Collaboration for Information Systems. EJC Bernhard Thalheim, Hannu Jaakkola, Takafumi Nakanishi, Shiori Sasaki, Klaus-Dieter Schewe
2013	C	`conf`	Inconsistencies of connection for heterogeneity and a new relation discovery method that solved them. ICIS Takafumi Nakanishi, Kiyotaka Uchimoto, Yutaka Kidawara
2011	J	`jnl`	Interconnection of heterogeneous knowledge bases and its application on Knowledge Grid. Concurr. Comput. Pract. Exp. Takafumi Nakanishi, Koji Zettsu, Yutaka Kidawara, Yasushi Kiyoki
2010	C	`conf`	A Phenomena-of-Interest Approach for the Interconnection of Sensor Data and Spatiotemporal Web Contents. EJC Kyoung-Sook Kim, Takafumi Nakanishi, Hidenori Homma, Koji Zettsu, Yutaka Kidawara, Yasushi Kiyoki
2010	C	`conf`	A Three-layered Architecture for Event-centric Interconnections among Heterogeneous Data Repositories and its Application to Space Weather. EJC Takafumi Nakanishi, Hidenori Homma, Kyoung-Sook Kim, Koji Zettsu, Yutaka Kidawara, Yasushi Kiyoki
2010	—	`conf`	An Asynchronous Message-Based Knowledge Communication in a Ubiquitous Environment. DASFAA Workshops Petri Rantanen, Pekka Sillberg, Hannu Jaakkola, Takafumi Nakanishi
2009	C	`conf`	A Context Dependent Dynamic Interconnection Method of Heterogeneous Knowledge Bases by Interrelation Management Function. EJC Takafumi Nakanishi, Koji Zettsu, Yutaka Kidawara, Yasushi Kiyoki
2009	—	`conf`	Context-Based Web Service Clustering. SKG Rong Zhang, Koji Zettsu, Takafumi Nakanishi, Yutaka Kidawara, Yasushi Kiyoki
2009	—	`conf`	SAVVY Wiki: a context-oriented collaborative knowledge management system. Int. Sym. Wikis Takafumi Nakanishi, Koji Zettsu, Yutaka Kidawara, Yasushi Kiyoki
2009	—	`conf`	SAVVY: A Semantic Associative Browsing System for Heterogeneous Knowledge Resources. HICSS Takafumi Nakanishi, Koji Zettsu, Yutaka Kidawara, Yasushi Kiyoki
2009	—	`conf`	SOBEX: distributed service Search engine that exploits service cOllaBoration contEXt. IUCS Rong Zhang, Koji Zettsu, Takafumi Nakanishi, Yutaka Kidawara, Yasushi Kiyoki
2008	—	`conf`	A Vector Space Model on Hierarchical Structures with Dynamic Mapping Operator Creation. Web Intelligence/IAT Workshops Takafumi Nakanishi, Koji Zettsu, Yutaka Kidawara, Yasushi Kiyoki
2008	—	`conf`	Approaching the Interconnection of Heterogeneous Knowledge Bases on a Knowledge Grid. SKG Takafumi Nakanishi, Koji Zettsu, Yutaka Kidawara, Yasushi Kiyoki
2008	—	`conf`	Dynamic Cross-domain Link Creation for Interconnection of Heterogeneous Knowledge Bases. ISUC Takafumi Nakanishi, Koji Zettsu, Yutaka Kidawara, Yasushi Kiyoki
2008	A*	`conf`	KC3 browser: semantic mash-up and link-free browsing. WWW Michiaki Iwazume, Ken Kaneiwa, Koji Zettsu, Takafumi Nakanishi, Yutaka Kidawara, Yasushi Kiyoki
2008	B	`conf`	Spoken Dialog System for Next Generation Knowledge Access. MDM Hideki Kashioka, Susumu Akamine, Takafumi Nakanishi, Hisashi Miyamori, Koji Zettsu, Yutaka Kidawara, Satoshi Nakamura
2007	J	`jnl`	Construction of a metadata space for a specific field of knowledge from an index of a document. Syst. Comput. Jpn. Takafumi Nakanishi, Sadaya Kishimoto, Tetsuya Sakurai, Takashi Kitagawa
2007	C	`conf`	Knowledge Cluster Systems for Knowledge Sharing, Analysis and Delivery among Remote Sites. EJC Koji Zettsu, Takafumi Nakanishi, Michiaki Iwazume, Yutaka Kidawara, Yasushi Kiyoki
2006	C	`conf`	A Method of Automatic Metadata Extraction Corresponding to the Impression by Sound of the Words. EJC Hidenori Homma, Takafumi Nakanishi, Takashi Kitagawa
2006	—	`conf`	An Implementation Method of a Heterogeneous Associative Media Data Search for Music Data and Image Data. Databases and Applications Takafumi Nakanishi, Takashi Kitagawa
2006	—	`conf`	An Implementation Method of an Integrated Associative Search for Mathematical Expressions. Databases and Applications Sadaya Kishimoto, Takafumi Nakanishi, Mamoru Murakata, Toru Otsuka, Tetsuya Sakurai, Takashi Kitagawa
2006	Misc	`conf`	Visualization of music impression in facial expression to represent emotion. APCCM Takafumi Nakanishi, Takashi Kitagawa
2004	J	`jnl`	An implementation method of automatic metadata extraction method for music data and its application to semantic associative search. Syst. Comput. Jpn. Takashi Kitagawa, Takafumi Nakanishi, Yasushi Kiyoki