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Hiroyuki Toda
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2020 – today
- 2024
- [i9]Yoshiaki Takimoto, Yusuke Tanaka, Tomoharu Iwata, Maya Okawa, Hideaki Kim, Hiroyuki Toda, Takeshi Kurashima:
Meta-Learning for Neural Network-based Temporal Point Processes. CoRR abs/2401.15846 (2024) - 2023
- [j15]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): 99-129 (2023) - [c66]Takeshi Kurashima, Tomoharu Iwata, Tomu Tominaga, Shuhei Yamamoto, Hiroyuki Toda, Kazuhisa Takemura:
Personal History Affects Reference Points: A Case Study of Codeforces. ICWSM 2023: 507-518 - [c65]Masahiro Kohjima, Takeshi Kurashima, Hiroyuki Toda:
Inverse Problem of Censored Markov Chain: Estimating Markov Chain Parameters from Censored Transition Data. PAKDD (2) 2023: 297-308 - 2022
- [j14]Shuhei Yamamoto, Takeshi Kurashima, Hiroyuki Toda:
Classifying Near-Miss Traffic Incidents through Video, Sensor, and Object Features. IEICE Trans. Inf. Syst. 105-D(2): 377-386 (2022) - [j13]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): 2929-2950 (2022) - [c64]Hiroki Kanagawa, Yusuke Ijima, Hiroyuki Toda:
Joint Modeling of Multi-Sample and Subband Signals for Fast Neural Vocoding on CPU. INTERSPEECH 2022: 1626-1630 - [c63]Hideaki Kim, Taichi Asami, Hiroyuki Toda:
Fast Bayesian Estimation of Point Process Intensity as Function of Covariates. NeurIPS 2022 - [i8]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 abs/2206.12141 (2022) - 2021
- [j12]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: 103430 (2021) - [j11]Noriko Yokoyama, Masahiro Kohjima, Tatsushi Matsubayashi, Hiroyuki Toda:
Parallel Sequential Random Embedding Bayesian Optimization. SN Comput. Sci. 2(1): 3 (2021) - [c62]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: 3796-3805 - [c61]Yuki Kurauchi, Yoshiaki Takimoto, Shuhei Yamamoto, Shunichi Seko, Hiroyuki Toda:
Asterisk-Shaped Features for Tabular Data. CIKM 2021: 3162-3165 - [c60]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: 74-75 - [c59]Tomu Tominaga
, Shuhei Yamamoto, Takeshi Kurashima, Hiroyuki Toda:
Effects of Personal Characteristics on Temporal Response Patterns in Ecological Momentary Assessments. INTERACT (5) 2021: 3-22 - [c58]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: 1276-1286 - [c57]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: 25812-25823 - [c56]Yuya Hikima, Masahiro Kohjima, Yasunori Akagi, Takeshi Kurashima, Hiroyuki Toda:
Price and Time Optimization for Utility-Aware Taxi Dispatching. PRICAI (1) 2021: 370-381 - [i7]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 abs/2102.09191 (2021) - [i6]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 abs/2105.11152 (2021) - 2020
- [j10]Shuji Shinohara
, Hiroyuki Toda
, Mitsuteru Nakamura
, Yasuhiro Omiya, Masakazu Higuchi
, Takeshi Takano
, Taku Saito
, Masaaki Tanichi
, Shuken Boku, Shunji Mitsuyoshi, Mirai So, Aihide Yoshino, Shinichi Tokuno
:
Evaluation of the Severity of Major Depression Using a Voice Index for Emotional Arousal. Sensors 20(18): 5041 (2020) - [c55]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: 3163-3170 - [c54]Masahiro Kohjima, Masami Takahashi, Hiroyuki Toda:
Censored Markov Decision Processes: A Framework for Safe Reinforcement Learning in Collaboration with External Systems. CDC 2020: 3623-3630 - [c53]Masami Takahashi, Masahiro Kohjima, Takeshi Kurashima, Hiroyuki Toda:
Can Reinforcement Learning Lead to Healthy Life?: Simulation Study Based on User Activity Logs. ICPR 2020: 4865-4872 - [c52]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: 2412-2419 - [c51]Shuhei Yamamoto, Takeshi Kurashima, Hiroyuki Toda:
Identifying Near-Miss Traffic Incidents in Event Recorder Data. PAKDD (2) 2020: 717-728 - [i5]Yasunori Akagi, Yusuke Tanaka, Tomoharu Iwata, Takeshi Kurashima, Hiroyuki Toda:
Probabilistic Optimal Transport based on Collective Graphical Models. CoRR abs/2006.08866 (2020)
2010 – 2019
- 2019
- [j9]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. 102-D(9): 1635-1643 (2019) - [j8]Jun Suzuki
, Yoshihiko Suhara, Hiroyuki Toda, Kyosuke Nishida:
Personalized Visited-POI Assignment to Individual Raw GPS Trajectories. ACM Trans. Spatial Algorithms Syst. 5(3): 16:1-16:28 (2019) - [c50]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: 5091-5099 - [c49]Masahiro Kohjima, Tatsushi Matsubayashi, Hiroyuki Toda:
Exemplar Based Mixture Models with Censored Data. ACML 2019: 535-550 - [c48]Noriko Yokoyama, Masahiro Kohjima, Tatsushi Matsubayashi, Hiroyuki Toda:
Efficient Bayesian Optimization Based on Parallel Sequential Random Embeddings. ACPR (1) 2019: 453-466 - [c47]Daisuke Sato, Tatsushi Matsubayashi, Shoichi Nagano, Hiroyuki Toda:
People Flow Prediction by Multi-Agent Simulator. BigComp 2019: 1-4 - [c46]Yoshiaki Takimoto, Yusuke Tanaka, Takeshi Kurashima, Shuhei Yamamoto, Maya Okawa, Hiroyuki Toda:
Predicting Traffic Accidents with Event Recorder Data. PredictGIS@SIGSPATIAL 2019: 11-14 - [c45]Masami Takahashi, Masahiro Kohjima, Takeshi Kurashima, Tatsushi Matsubayashi, Hiroyuki Toda:
Identifying self-changeable actions toward regulating rhythm of daily life. UbiComp/ISWC Adjunct 2019: 218-221 - [c44]Masahiro Kohjima, Tatsushi Matsubayashi, Hiroyuki Toda:
Generalized Interval Valued Nonnegative Matrix Factorization. ICASSP 2019: 3412-3416 - [c43]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: 373-383 - [c42]Masakazu Higuchi, Mitsuteru Nakamura, Shuji Shinohara
, Yasuhiro Omiya, Takeshi Takano, Hiroyuki Toda
, Taku Saito
, Aihide Yoshino, Shunji Mitsuyoshi, Shinichi Tokuno:
Discrimination of Bipolar Disorders Using Voice. MindCare 2019: 199-207 - [c41]Yusuke Tanaka, Toshiyuki Tanaka, Tomoharu Iwata, Takeshi Kurashima, Maya Okawa, Yasunori Akagi, Hiroyuki Toda:
Spatially Aggregated Gaussian Processes with Multivariate Areal Outputs. NeurIPS 2019: 3000-3010 - [c40]Hidetaka Ito, Kyota Tsutsumida, Tatsushi Matsubayashi, Takeshi Kurashima, Hiroyuki Toda:
Coordinated Traffic Signal Control Via Bayesian Optimization for Hierarchical Conditional Spaces. WSC 2019: 3645-3656 - [i4]Jun Suzuki, Yoshihiko Suhara, Hiroyuki Toda, Kyosuke Nishida:
Personalized Visited-POI Assignment to Individual Raw GPS Trajectories. CoRR abs/1901.06257 (2019) - [i3]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 abs/1906.08952 (2019) - [i2]Yusuke Tanaka, Toshiyuki Tanaka, Tomoharu Iwata, Takeshi Kurashima, Maya Okawa, Yasunori Akagi, Hiroyuki Toda:
Spatially Aggregated Gaussian Processes with Multivariate Areal Outputs. CoRR abs/1907.08350 (2019) - 2018
- [c39]Mitsuteru Nakamura, Shuji Shinohara
, Yasuhiro Omiya, Masakazu Higuchi, Shunji Mitsuyoshi, Takeshi Takano, Hiroyuki Toda
, Taku Saito
, Masaaki Tanichi, Aihide Yoshino, Shinichi Tokuno:
Feasibility Study for Estimation of Depression Severity using Voice Analysis. BIBM 2018: 2792-2794 - [c38]Yasunori Akagi, Takuya Nishimura, Takeshi Kurashima, Hiroyuki Toda:
A Fast and Accurate Method for Estimating People Flow from Spatiotemporal Population Data. IJCAI 2018: 3293-3300 - [c37]Yusuke Tanaka
, Tomoharu Iwata, Takeshi Kurashima, Hiroyuki Toda, Naonori Ueda:
Estimating Latent People Flow without Tracking Individuals. IJCAI 2018: 3556-3563 - [c36]Masahiro Kohjima, Tatsushi Matsubayashi, Hiroyuki Toda:
Variational Bayes for Mixture Models with Censored Data. ECML/PKDD (2) 2018: 605-620 - [c35]Hiroshi Kiyotake, Masahiro Kohjima, Tatsushi Matsubayashi, Hiroyuki Toda:
Multi Agent Flow Estimation Based on Bayesian Optimization with Time Delay and Low Dimensional Parameter Conversion. PRIMA 2018: 53-69 - [c34]Hengjin Tang, Tatsushi Matsubayashi, Daisuke Sato, Hiroyuki Toda:
Time-Series Predictions for People-Flow with Simulation Data. PRIMA 2018: 655-662 - [i1]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 abs/1809.07952 (2018) - 2017
- [j7]Takuya Nishimura
, Kyosuke Nishida, Hiroyuki Toda, Hiroshi Sawada:
Social media knows what road it is: quantifying road characteristics with geo-tagged posts. Soc. Netw. Anal. Min. 7(1): 57:1-57:20 (2017) - [c33]Maya Okawa, Hideaki Kim, Hiroyuki Toda:
Online Traffic Flow Prediction Using Convolved Bilinear Poisson Regression. MDM 2017: 134-143 - [c32]Shuhei Yamamoto, Takuya Nishimura, Yasunori Akagi, Yoshiaki Takimoto, Takafumi Inoue, Hiroyuki Toda:
PBG at the NTCIR-13 Lifelog-2 LAT, LSAT, and LEST Tasks. NTCIR 2017 - [c31]Yuki Endo, Kyosuke Nishida, Hiroyuki Toda, Hiroshi Sawada:
Predicting Destinations from Partial Trajectories Using Recurrent Neural Network. PAKDD (1) 2017: 160-172 - 2016
- [j6]Makoto Nakatsuji
, Hiroyuki Toda, Hiroshi Sawada, Jinguang Zheng, James A. Hendler
:
Semantic sensitive tensor factorization. Artif. Intell. 230: 224-245 (2016) - [j5]Yuki Endo
, Hiroyuki Toda, Kyosuke Nishida, Jotaro Ikedo:
Classifying spatial trajectories using representation learning. Int. J. Data Sci. Anal. 2(3-4): 107-117 (2016) - [c30]Takuya Nishimura, Kyosuke Nishida, Hiroyuki Toda, Hiroshi Sawada:
How fashionable is each street?: Quantifying road characteristics using social media. ASONAM 2016: 429-436 - [c29]Yuki Endo, Hiroyuki Toda, Kyosuke Nishida, Akihisa Kawanobe:
Deep Feature Extraction from Trajectories for Transportation Mode Estimation. PAKDD (2) 2016: 54-66 - 2015
- [c28]Mayumi Hadano, Makoto Nakatsuji, Hiroyuki Toda, Yoshimasa Koike:
Assigning Tasks to Workers by Referring to Their Schedules in Mobile Crowdsourcing. HCOMP 2015: 10-11 - [c27]Yuki Endo, Hiroyuki Toda, Yoshimasa Koike:
What's Hot in The Theme: Query Dependent Emerging Topic Extraction from Social Streams. WWW (Companion Volume) 2015: 31-32 - [c26]Jun Ito, Jing Song, Hiroyuki Toda, Yoshimasa Koike, Satoshi Oyama:
Assessment of Tweet Credibility with LDA Features. WWW (Companion Volume) 2015: 953-958 - 2014
- [c25]Makoto Nakatsuji, Yasuhiro Fujiwara, Hiroyuki Toda, Hiroshi Sawada, Jinguang Zheng, James A. Hendler:
Semantic Data Representation for Improving Tensor Factorization. AAAI 2014: 2004-2012 - [c24]Noriko Yokoyama, Kaname Funakoshi, Hiroyuki Toda, Yoshimasa Koike:
Motivation System Using Purpose-for-Action. DEXA (1) 2014: 66-80 - [c23]Kyosuke Nishida, Hiroyuki Toda, Takeshi Kurashima, Yoshihiko Suhara:
Probabilistic identification of visited point-of-interest for personalized automatic check-in. UbiComp 2014: 631-642 - [p1]Jun Ito, Kyosuke Nishida, Takahide Hoshide, Hiroyuki Toda, Tadasu Uchiyama:
Demographic and Psychographic Estimation of Twitter Users Using Social Structures. Online Social Media Analysis and Visualization 2014: 27-46 - 2013
- [c22]Yoko Tanaka, Yoshihiko Suhara, Nobuaki Hiroshima, Hiroyuki Toda, Seiji Susaki:
Snippet Generation by Identifying Attribute Associated Information. AIRS 2013: 50-61 - [c21]Yutaka Kabutoya, Tomoharu Iwata, Hiroyuki Toda, Hiroyuki Kitagawa
:
A Probabilistic Model for Diversifying Recommendation Lists. APWeb 2013: 348-359 - [c20]Jun Ito, Takahide Hoshide, Hiroyuki Toda, Tadasu Uchiyama, Kyosuke Nishida:
What is he/she like?: estimating Twitter user attributes from contents and social neighbors. ASONAM 2013: 1448-1450 - [c19]Yoshihiko Suhara, Hiroyuki Toda, Shuichi Nishioka, Seiji Susaki:
Automatically generated spam detection based on sentence-level topic information. WWW (Companion Volume) 2013: 1157-1160 - 2012
- [c18]Makoto Nakatsuji, Yasuhiro Fujiwara, Toshio Uchiyama, Hiroyuki Toda:
Collaborative Filtering by Analyzing Dynamic User Interests Modeled by Taxonomy. ISWC (1) 2012: 361-377 - 2010
- [j4]Mitsuru Nakazawa, Masakazu Kobayashi
, Hiroyuki Toda, Yoshimitsu Aoki:
Proposal of a method to analyze 3D deformation/fracture characteristics inside materials based on a stratified matching approach. Mach. Vis. Appl. 21(5): 687-694 (2010) - [c17]Masaya Murata
, Hiroyuki Toda, Yumiko Matsuura, Ryoji Kataoka, Takayoshi Mochizuki:
Detecting periodic changes in search intentions in a search engine. CIKM 2010: 1525-1528
2000 – 2009
- 2009
- [j3]Masaya Murata
, Hiroyuki Toda, Yumiko Matsuura, Ryoji Kataoka:
Access concentration detection in click logs to improve mobile Web-IR. Inf. Sci. 179(12): 1859-1869 (2009) - [c16]Hiroyuki Toda, Norihito Yasuda, Yumiko Matsuura, Ryoji Kataoka:
Geographic information retrieval to suit immediate surroundings. GIS 2009: 452-455 - [c15]Masaya Murata
, Hiroyuki Toda, Yumiko Matsuura, Ryoji Kataoka:
Query-page intention matching using clicked titles and snippets to boost search rankings. JCDL 2009: 105-114 - 2008
- [c14]Hiroyuki Toda, Norihito Yasuda, Yumiko Matsuura, Ryoji Kataoka:
Incorporating place name extents into geo-ir ranking. CIKM 2008: 1489-1490 - [c13]Takeshi Kurashima, Katsuji Bessho, Hiroyuki Toda, Toshio Uchiyama, Ryoji Kataoka:
Ranking Entities Using Comparative Relations. DEXA 2008: 124-133 - [c12]Mitsuru Nakazawa, Yoshimitsu Aoki, Masakazu Kobayashi
, Hiroyuki Toda:
3D image analysis for evaluating internal deformation/fracture characteristics of materials. ICPR 2008: 1-4 - [c11]Yoshihiko Suhara, Hiroyuki Toda, Akito Sakurai:
Extracting related named entities from blogosphere for event mining. ICUIMC 2008: 225-229 - [c10]Hiroyuki Toda, Hiroyuki Kitagawa
, Ko Fujimura, Ryoji Kataoka:
Topic structure mining using temporal co-occurrence. ICUIMC 2008: 236-241 - [c9]Masaya Murata
, Hiroyuki Toda, Yumiko Matsuura, Ryoji Kataoka:
Improving Mobile Web-IR Using Access Concentration Sites in Search Results. WISE 2008: 221-234 - 2007
- [j2]Hiroyuki Toda, Masaki Nara, Masayuki Matsumoto, Daniele Alzetta:
Distributed PMD Compensation Experiment Using Polarizers. IEICE Trans. Commun. 90-B(12): 3670-3672 (2007) - [j1]Hiroyuki Toda, Ryoji Kataoka, Masahiro Oku:
Search Result Clustering Using Informatively Named Entities. Int. J. Hum. Comput. Interact. 23(1&2): 3-23 (2007) - [c8]Rui Kimura, Satoshi Oyama, Hiroyuki Toda, Katsumi Tanaka:
Creating Personal Histories from the Web Using Namesake Disambiguation and Event Extraction. ICWE 2007: 400-414 - [c7]Yoshihiko Suhara, Hiroyuki Toda, Akito Sakurai:
Event mining from the Blogosphere using topic words. ICWSM 2007 - 2006
- [c6]Hiroyuki Toda, Ryoji Kataoka, Hiroyuki Kitagawa:
Topic Structure Mining for Document Sets Using Graph-Based Analysis. DEXA 2006: 327-337 - [c5]Hiroyuki Toda, Ko Fujimura, Ryoji Kataoka, Hiroyuki Kitagawa
:
Topic Structure Mining Using PageRank Without Hyperlinks. ICADL 2006: 151-162 - 2005
- [c4]Hiroyuki Toda, Ryoji Kataoka:
Search Result Clustering Method at NTCIR-5 Web Query Expansion Subtask. NTCIR 2005 - [c3]Hiroyuki Toda, Ryoji Kataoka:
A search result clustering method using informatively named entities. WIDM 2005: 81-86 - [c2]Hiroyuki Toda, Ryoji Kataoka:
A clustering method for news articles retrieval system. WWW (Special interest tracks and posters) 2005: 988-989 - 2001
- [c1]Hiroyuki Toda, Toshifumi Enomoto, Tetsuji Satoh:
Goal-Oriented Information Retrieval Using Feedback from Users. WAIM 2001: 72-79
Coauthor Index
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