Takeshi Kurashima

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 39

Top Topics

Gaussian Process

Action Sequences

Diffusion Model

Top Venues

Publications

Yasunori Akagi, Naoki Marumo, Takeshi Kurashima
Analytically Tractable Models for Decision Making under Present Bias. AAAI (2024)
Yoshiaki Takimoto, Yusuke Tanaka, Tomoharu Iwata, Maya Okawa, Hideaki Kim, Hiroyuki Toda, Takeshi Kurashima
Meta-Learning for Neural Network-based Temporal Point Processes. CoRR (2024)
Tomu Tominaga, Naomi Yamashita, Takeshi Kurashima
Reassessing Evaluation Functions in Algorithmic Recourse: An Empirical Study from a Human-Centered Perspective. CoRR (2024)
Yasunori Akagi, Naoki Marumo, Hideaki Kim, Takeshi Kurashima, Hiroyuki Toda
MAP inference algorithms without approximation for collective graphical models on path graphs via discrete difference of convex algorithm. Mach. Learn. 112 (1) (2023)
Masahiro Kohjima, Takeshi Kurashima, Hiroyuki Toda
Inverse Problem of Censored Markov Chain: Estimating Markov Chain Parameters from Censored Transition Data. PAKDD (2) (2023)
Yasunori Akagi, Naoki Marumo, Takeshi Kurashima
Analytically Tractable Models for Decision Making under Present Bias. CoRR (2023)
Takeshi Kurashima, Tomoharu Iwata, Tomu Tominaga, Shuhei Yamamoto, Hiroyuki Toda, Kazuhisa Takemura
Personal History Affects Reference Points: A Case Study of Codeforces. ICWSM (2023)
Shuhei Yamamoto, Takeshi Kurashima, Hiroyuki Toda
Classifying Near-Miss Traffic Incidents through Video, Sensor, and Object Features. IEICE Trans. Inf. Syst. (2) (2022)
Maya Okawa, Tomoharu Iwata, Yusuke Tanaka, Takeshi Kurashima, Hiroyuki Toda, Hisashi Kashima
Context-aware spatio-temporal event prediction via convolutional Hawkes processes. Mach. Learn. 111 (8) (2022)
Yusuke Tanaka, Toshiyuki Tanaka, Tomoharu Iwata, Takeshi Kurashima, Maya Okawa, Yasunori Akagi, Hiroyuki Toda
Aggregated Multi-output Gaussian Processes with Knowledge Transfer Across Domains. CoRR (2022)
Yasunori Akagi, Naoki Marumo, Hideaki Kim, Takeshi Kurashima, Hiroyuki Toda
Non-approximate Inference for Collective Graphical Models on Path Graphs via Discrete Difference of Convex Algorithm. CoRR (2021)
Yuya Hikima, Yasunori Akagi, Hideaki Kim, Masahiro Kohjima, Takeshi Kurashima, Hiroyuki Toda
Integrated Optimization of Bipartite Matching and Its Stochastic Behavior: New Formulation and Approximation Algorithm via Min-cost Flow Optimization. AAAI (2021)
Maya Okawa, Tomoharu Iwata, Yusuke Tanaka, Hiroyuki Toda, Takeshi Kurashima, Hisashi Kashima
Dynamic Hawkes Processes for Discovering Time-evolving Communities' States behind Diffusion Processes. CoRR (2021)
Yusuke Tanaka, Tomoharu Iwata, Takeshi Kurashima, Hiroyuki Toda, Naonori Ueda, Toshiyuki Tanaka
Time-delayed collective flow diffusion models for inferring latent people flow from aggregated data at limited locations. Artif. Intell. 292 (2021)
Masami Takahashi, Masahiro Kohjima, Ryo Hashimoto, Asuka Miyake, Takeshi Kurashima, Hiroyuki Toda
Effects of Intervening Backwards from Goals to Improve Sleep Habits. UbiComp/ISWC Adjunct (2021)
Yuya Hikima, Masahiro Kohjima, Yasunori Akagi, Takeshi Kurashima, Hiroyuki Toda
Price and Time Optimization for Utility-Aware Taxi Dispatching. PRICAI (1) (2021)
Maya Okawa, Tomoharu Iwata, Yusuke Tanaka, Hiroyuki Toda, Takeshi Kurashima, Hisashi Kashima
Dynamic Hawkes Processes for Discovering Time-evolving Communities' States behind Diffusion Processes. KDD (2021)
Yasunori Akagi, Naoki Marumo, Hideaki Kim, Takeshi Kurashima, Hiroyuki Toda
Non-approximate Inference for Collective Graphical Models on Path Graphs via Discrete Difference of Convex Algorithm. NeurIPS (2021)
Tomu Tominaga, Shuhei Yamamoto, Takeshi Kurashima, Hiroyuki Toda
Effects of Personal Characteristics on Temporal Response Patterns in Ecological Momentary Assessments. INTERACT (5) (2021)
Masami Takahashi, Masahiro Kohjima, Takeshi Kurashima, Hiroyuki Toda
Can Reinforcement Learning Lead to Healthy Life?: Simulation Study Based on User Activity Logs. ICPR (2020)
Masahiro Kohjima, Takeshi Kurashima, Hiroyuki Toda
Learning with Labeled and Unlabeled Multi-Step Transition Data for Recovering Markov Chain from Incomplete Transition Data. IJCAI (2020)
Shuhei Yamamoto, Takeshi Kurashima, Hiroyuki Toda
Identifying Near-Miss Traffic Incidents in Event Recorder Data. PAKDD (2) (2020)
Yasunori Akagi, Yusuke Tanaka, Tomoharu Iwata, Takeshi Kurashima, Hiroyuki Toda
Probabilistic Optimal Transport based on Collective Graphical Models. CoRR (2020)
Yasunori Akagi, Takuya Nishimura, Yusuke Tanaka, Takeshi Kurashima, Hiroyuki Toda
Exact and Efficient Inference for Collective Flow Diffusion Model via Minimum Convex Cost Flow Algorithm. AAAI (2020)
Maya Okawa, Tomoharu Iwata, Takeshi Kurashima, Yusuke Tanaka, Hiroyuki Toda, Naonori Ueda
Deep Mixture Point Processes: Spatio-temporal Event Prediction with Rich Contextual Information. KDD (2019)
Hidetaka Ito, Kyota Tsutsumida, Tatsushi Matsubayashi, Takeshi Kurashima, Hiroyuki Toda
Coordinated Traffic Signal Control Via Bayesian Optimization for Hierarchical Conditional Spaces. WSC (2019)
Yusuke Tanaka, Tomoharu Iwata, Toshiyuki Tanaka, Takeshi Kurashima, Maya Okawa, Hiroyuki Toda
Refining Coarse-Grained Spatial Data Using Auxiliary Spatial Data Sets with Various Granularities. AAAI (2019)
Yusuke Tanaka, Toshiyuki Tanaka, Tomoharu Iwata, Takeshi Kurashima, Maya Okawa, Yasunori Akagi, Hiroyuki Toda
Spatially Aggregated Gaussian Processes with Multivariate Areal Outputs. NeurIPS (2019)
Yoshiaki Takimoto, Yusuke Tanaka, Takeshi Kurashima, Shuhei Yamamoto, Maya Okawa, Hiroyuki Toda
Predicting Traffic Accidents with Event Recorder Data. PredictGIS@SIGSPATIAL (2019)
Maya Okawa, Tomoharu Iwata, Takeshi Kurashima, Yusuke Tanaka, Hiroyuki Toda, Naonori Ueda
Deep Mixture Point Processes: Spatio-temporal Event Prediction with Rich Contextual Information. CoRR (2019)
Yusuke Tanaka, Toshiyuki Tanaka, Tomoharu Iwata, Takeshi Kurashima, Maya Okawa, Yasunori Akagi, Hiroyuki Toda
Spatially Aggregated Gaussian Processes with Multivariate Areal Outputs. CoRR (2019)
Maya Okawa, Yusuke Tanaka, Takeshi Kurashima, Hiroyuki Toda, Tomohiro Yamada
Marked Temporal Point Processes for Trip Demand Prediction in Bike Sharing Systems. IEICE Trans. Inf. Syst. (9) (2019)
Masami Takahashi, Masahiro Kohjima, Takeshi Kurashima, Tatsushi Matsubayashi, Hiroyuki Toda
Identifying self-changeable actions toward regulating rhythm of daily life. UbiComp/ISWC Adjunct (2019)
Takeshi Kurashima, Tim Althoff, Jure Leskovec
Modeling Interdependent and Periodic Real-World Action Sequences. CoRR (2018)
Yasunori Akagi, Takuya Nishimura, Takeshi Kurashima, Hiroyuki Toda
A Fast and Accurate Method for Estimating People Flow from Spatiotemporal Population Data. IJCAI (2018)
Takeshi Kurashima, Tim Althoff, Jure Leskovec
Modeling Interdependent and Periodic Real-World Action Sequences. WWW (2018)
Yusuke Tanaka, Tomoharu Iwata, Toshiyuki Tanaka, Takeshi Kurashima, Maya Okawa, Hiroyuki Toda
Refining Coarse-grained Spatial Data using Auxiliary Spatial Data Sets with Various Granularities. CoRR (2018)
Yusuke Tanaka, Tomoharu Iwata, Takeshi Kurashima, Hiroyuki Toda, Naonori Ueda
Estimating Latent People Flow without Tracking Individuals. IJCAI (2018)
Yusuke Tanaka, Takeshi Kurashima, Yasuhiro Fujiwara, Tomoharu Iwata, Hiroshi Sawada
Inferring Latent Triggers of Purchases with Consideration of Social Effects and Media Advertisements. WSDM (2016)
Takeshi Kurashima, Tomoharu Iwata, Noriko Takaya, Hiroshi Sawada
Probabilistic latent network visualization: inferring and embedding diffusion networks. KDD (2014)
Kyosuke Nishida, Hiroyuki Toda, Takeshi Kurashima, Yoshihiko Suhara
Probabilistic identification of visited point-of-interest for personalized automatic check-in. UbiComp (2014)
Takeshi Kurashima, Tomoharu Iwata, Takahide Hoshide, Noriko Takaya, Ko Fujimura
Geo topic model: joint modeling of user's activity area and interests for location recommendation. WSDM (2013)
Takeshi Kurashima, Tomoharu Iwata, Noriko Takaya, Hiroshi Sawada
A Probabilistic Behavior Model for Discovering Unrecognized Knowledge. ICDM (2013)
Takeshi Kurashima, Tomoharu Iwata, Go Irie, Ko Fujimura
Travel route recommendation using geotagged photos. Knowl. Inf. Syst. 37 (1) (2013)
Takeshi Kurashima, Tomoharu Iwata, Go Irie, Ko Fujimura
Travel route recommendation using geotags in photo sharing sites. CIKM (2010)
Takeshi Kurashima, Ko Fujimura, Hidenori Okuda
Discovering Association Rules on Experiences from Large-Scale Blog Entries. ECIR (2009)
Takeshi Kurashima, Katsuji Bessho, Hiroyuki Toda, Toshio Uchiyama, Ryoji Kataoka
Ranking Entities Using Comparative Relations. DEXA (2008)
Taro Tezuka, Takeshi Kurashima, Katsumi Tanaka
Toward tighter integration of web search with a geographic information system. WWW (2006)
Takeshi Kurashima, Taro Tezuka, Katsumi Tanaka
Mining and Visualizing Local Experiences from Blog Entries. DEXA (2006)
Takeshi Kurashima, Taro Tezuka, Katsumi Tanaka
Blog Map of Experiences: Extracting and Geographically Mapping Visitor Experiences from Urban Blogs. WISE (2005)