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Hisashi Kashima

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

144

Venues

45

Active years

2002–2026

Best venue rank

A*

Where they publish

Papers

144 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIUnpacking the Implicit Norm Dynamics of Sharpness-Aware Minimization in Tensorized Models.Tianxiao Cao, Kyohei Atarashi, Hisashi Kashima
2026ACLMAPLE: Multi-Aspect Panels of LLM Evaluators for Open-Ended Questions.Michinori Jinji, Kyohei Atarashi, Koh Takeuchi, Hisashi Kashima
2026AIEDEstimating Learners' Skill Acquisition Without Temporal Information.Ryosuke Nagai, Kyohei Atarashi, Koh Takeuchi, Jill-Jnn Vie, Hisashi Kashima
2026ICPRPrivacy-Preserving Image Annotation by Large Multimodal Models.Yuki Wakai, Kyohei Atarashi, Koh Takeuchi, Hisashi Kashima
2026LAKRobust Post-hoc Score Allocation in Exams.Naoyuki Kita, Jill-Jnn Vie, Koh Takeuchi, Hisashi Kashima
2026WACVModel-free Domain Adaptation for Concealed Multimodal Large-Language Models.Yu Mitsuzumi, Akisato Kimura, Hisashi Kashima
2025ADMANeural Double Auction Mechanism.Tsuyoshi Suehara, Koh Takeuchi, Hisashi Kashima, Satoshi Oyama, Yuko Sakurai, Makoto Yokoo
2025ECAILearning Neural Strategy-Proof Matching Mechanism from Examples.Ryota Maruo, Koh Takeuchi, Hisashi Kashima
2025IJCNLPCounterfactual Evaluation for Blind Attack Detection in LLM-based Evaluation Systems.Lijia Liu, Takumi Kondo, Kyohei Atarashi, Koh Takeuchi, Jiyi Li, Shigeru Saito, Hisashi Kashima
2025IJCNNFlexible Source-free Domain Generalization via Domain Prompt-Discriminator Collaborative Learning.Yu Mitsuzumi, Akisato Kimura, Hisashi Kashima
2025PAKDDTreatment Effect Estimation for Graph-Structured Targets.Shonosuke Harada, Ryosuke Yoneda, Hisashi Kashima
2025PRICAIXicorAttention: Time Series Transformer Using Attention with Nonlinear Correlation.Daichi Kimura, Tomonori Izumitani, Hisashi Kashima
2025SACCognitive Biases in Large Language Models: A Survey and Mitigation Experiments.Yasuaki Sumita, Koh Takeuchi, Hisashi Kashima
2025WACVFederated Source-Free Domain Adaptation for Classification: Weighted Cluster Aggregation for Unlabeled Data.Junki Mori, Kosuke Kihara, Taiki Miyagawa, Akinori F. Ebihara, Isamu Teranishi, Hisashi Kashima
2024CIKMLearning Counterfactual Explanations with Intervals for Time-series Classification.Akihiro Yamaguchi, Ken Ueno, Ryusei Shingaki, Hisashi Kashima
2024COLINGEvaluating Saliency Explanations in NLP by Crowdsourcing.Xiaotian Lu, Jiyi Li, Zhen Wan, Xiaofeng Lin, Koh Takeuchi, Hisashi Kashima
2024CVPRUnderstanding and Improving Source-Free Domain Adaptation from a Theoretical Perspective.Yu Mitsuzumi, Akisato Kimura, Hisashi Kashima
2024EMNLPAHP-Powered LLM Reasoning for Multi-Criteria Evaluation of Open-Ended Responses.Xiaotian Lu, Jiyi Li, Koh Takeuchi, Hisashi Kashima
2024PAKDDTreatment Effect Estimation Under Unknown Interference.Xiaofeng Lin, Guoxi Zhang, Xiaotian Lu, Hisashi Kashima
2024PAKDDRecovering Population Dynamics from a Single Point Cloud Snapshot.Yuki Wakai, Koh Takeuchi, Hisashi Kashima
2024PRIMAEfficient Preference Elicitation in Iterative Combinatorial Auctions with Many Participants.Ryota Maruo, Hisashi Kashima
2023AAAIBehavior Estimation from Multi-Source Data for Offline Reinforcement Learning.Guoxi Zhang, Hisashi Kashima
2023AIESMitigating Voter Attribute Bias for Fair Opinion Aggregation.Ryosuke Ueda, Koh Takeuchi, Hisashi Kashima
2023CIKMTime-series Shapelets with Learnable Lengths.Akihiro Yamaguchi, Ken Ueno, Hisashi Kashima
2023ICCEDeep Knowledge Tracing is an implicit dynamic multidimensional item response theory model.Jill-Jnn Vie, Hisashi Kashima
2023ICONIPLabel Selection Approach to Learning from Crowds.Kosuke Yoshimura, Hisashi Kashima
2023KDDQTNet: Theory-based Queue Length Prediction for Urban Traffic.Ryu Shirakami, Toshiya Kitahara, Koh Takeuchi, Hisashi Kashima
2023KDDCausal Effect Estimation on Hierarchical Spatial Graph Data.Koh Takeuchi, Ryo Nishida, Hisashi Kashima, Masaki Onishi
2023WWWMultiview Representation Learning from Crowdsourced Triplet Comparisons.Xiaotian Lu, Jiyi Li, Koh Takeuchi, Hisashi Kashima
2022AAAIInterpretable Knowledge Tracing: Simple and Efficient Student Modeling with Causal Relations.Sein Minn, Jill-Jnn Vie, Koh Takeuchi, Hisashi Kashima, Feida Zhu
2022CIKMTwin Papers: A Simple Framework of Causal Inference for Citations via Coupling.Ryoma Sato, Makoto Yamada, Hisashi Kashima
2022DSAAImproving Pairwise Rank Aggregation via Querying for Rank Difference.Guoxi Zhang, Jiyi Li, Hisashi Kashima
2022ICDELearning Evolvable Time-series Shapelets.Akihiro Yamaguchi, Ken Ueno, Hisashi Kashima
2022ICMLRe-evaluating Word Mover's Distance.Ryoma Sato, Makoto Yamada, Hisashi Kashima
2022ICPRMitigating Observation Biases in Crowdsourced Label Aggregation.Ryosuke Ueda, Koh Takeuchi, Hisashi Kashima
2022KDDLearning Optimal Priors for Task-Invariant Representations in Variational Autoencoders.Hiroshi Takahashi, Tomoharu Iwata, Atsutoshi Kumagai, Sekitoshi Kanai, Masanori Yamada, Yuki Yamanaka, Hisashi Kashima
2022UAIFeature selection for discovering distributional treatment effect modifiers.Yoichi Chikahara, Makoto Yamada, Hisashi Kashima
2022SDMLearning Time-series Shapelets Enhancing Discriminability.Akihiro Yamaguchi, Ken Ueno, Hisashi Kashima
2021AISTATSLearning Individually Fair Classifier with Path-Specific Causal-Effect Constraint.Yoichi Chikahara, Shinsaku Sakaue, Akinori Fujino, Hisashi Kashima
2021AISTATSRegret Minimization for Causal Inference on Large Treatment Space.Akira Tanimoto, Tomoya Sakai, Takashi Takenouchi, Hisashi Kashima
2021CIKMGraphITE: Estimating Individual Effects of Graph-structured Treatments.Shonosuke Harada, Hisashi Kashima
2021EACLComputationally Efficient Wasserstein Loss for Structured Labels.Ayato Toyokuni, Sho Yokoi, Hisashi Kashima, Makoto Yamada
2021ICONIPLabel Aggregation for Crowdsourced Triplet Similarity Comparisons.Jiyi Li, Lucas Ryo Endo, Hisashi Kashima
2021KDDDynamic Hawkes Processes for Discovering Time-evolving Communities' States behind Diffusion Processes.Maya Okawa, Tomoharu Iwata, Yusuke Tanaka, Hiroyuki Toda, Takeshi Kurashima, Hisashi Kashima
2021PAKDDCausal Combinatorial Factorization Machines for Set-Wise Recommendation.Akira Tanimoto, Tomoya Sakai, Takashi Takenouchi, Hisashi Kashima
2021SDMRandom Features Strengthen Graph Neural Networks.Ryoma Sato, Makoto Yamada, Hisashi Kashima
2020DSAAStress Prediction from Head Motion.Hitoshi Kusano, Yuji Horiguchi, Yukino Baba, Hisashi Kashima
2020DSAASimultaneous Link Prediction on Unaligned Networks Using Graph Embedding and Optimal Transport.Luu Huu Phuc, Koh Takeuchi, Makoto Yamada, Hisashi Kashima
2020ECAITopological Bayesian Optimization with Persistence Diagrams.Tatsuya Shiraishi, Tam Le, Hisashi Kashima, Makoto Yamada
2020HCOMPCrowDEA: Multi-View Idea Prioritization with Crowds.Yukino Baba, Jiyi Li, Hisashi Kashima
2020ICMLFast Deterministic CUR Matrix Decomposition with Accuracy Assurance.Yasutoshi Ida, Sekitoshi Kanai, Yasuhiro Fujiwara, Tomoharu Iwata, Koh Takeuchi, Hisashi Kashima
2020ICPRAn Intransitivity Model for Matchup and Pairwise Comparison.Yan Gu, Jiuding Duan, Hisashi Kashima
2020IJCAIPerformance as a Constraint: An Improved Wisdom of Crowds Using Performance Regularization.Jiyi Li, Yasushi Kawase, Yukino Baba, Hisashi Kashima
2019AAAIKnowledge Tracing Machines: Factorization Machines for Knowledge Tracing.Jill-Jnn Vie, Hisashi Kashima
2019ACMLActive Change-Point Detection.Shogo Hayashi, Yoshinobu Kawahara, Hisashi Kashima
2019ACMLLearning to Sample Hard Instances for Graph Algorithms.Ryoma Sato, Makoto Yamada, Hisashi Kashima
2019EDMProbabilistic Modeling of Peer Correction and Peer Assessment.Takeru Sunahase, Yukino Baba, Hisashi Kashima
2019ICANNInterdependence Model for Multi-label Classification.Kosuke Yoshimura, Tomoaki Iwase, Yukino Baba, Hisashi Kashima
2019ICASSPCrownn: Human-in-the-loop Network with Crowd-generated Inputs.Yusuke Sakata, Yukino Baba, Hisashi Kashima
2019IJCNNLong-Term Prediction of Small Time-Series Data Using Generalized Distillation.Shogo Hayashi, Akira Tanimoto, Hisashi Kashima
2019RecSysContext-Regularized Neural Collaborative Filtering for Game App Recommendation.Shonosuke Harada, Kazuki Taniguchi, Makoto Yamada, Hisashi Kashima
2019SMCLarge-scale Driver Identification Using Automobile Driving Data.Daiki Tanaka, Yukino Baba, Hisashi Kashima, Yuta Okubo
2018AAAIData Analysis Competition Platform for Educational Purposes: Lessons Learned and Future Challenges.Yukino Baba, Tomoumi Takase, Kyohei Atarashi, Satoshi Oyama, Hisashi Kashima
2018AAAIPredictive Modeling of Learning Continuation in Preschool Education Using Temporal Patterns of Development Tests.Junpei Naito, Yukino Baba, Hisashi Kashima, Takenori Takaki, Takuya Funo
2018AAAIAdaFlock: Adaptive Feature Discovery for Human-in-the-loop Predictive Modeling.Ryusuke Takahama, Yukino Baba, Nobuyuki Shimizu, Sumio Fujita, Hisashi Kashima
2018ICANNIncorporating Worker Similarity for Label Aggregation in Crowdsourcing.Jiyi Li, Yukino Baba, Hisashi Kashima
2018ICANNShort-Term Precipitation Prediction with Skip-Connected PredNet.Ryoma Sato, Hisashi Kashima, Takehiro Yamamoto
2018ICONIPBayesGrad: Explaining Predictions of Graph Convolutional Networks.Hirotaka Akita, Kosuke Nakago, Tomoki Komatsu, Yohei Sugawara, Shin-ichi Maeda, Yukino Baba, Hisashi Kashima
2018IJCAISimultaneous Clustering and Ranking from Pairwise Comparisons.Jiyi Li, Yukino Baba, Hisashi Kashima
2018PAKDDPayload-Based Statistical Intrusion Detection for In-Vehicle Networks.Takuya Kuwahara, Yukino Baba, Hisashi Kashima, Takeshi Kishikawa, Jun'ichi Tsurumi, Tomoyuki Haga, Yoshihiro Ujiie, Takamitsu Sasaki, Hideki Matsushima
2018PAKDDOn Reducing Dimensionality of Labeled Data Efficiently.Guoxi Zhang, Tomoharu Iwata, Hisashi Kashima
2017AAAIPredicting Fuel Consumption and Flight Delays for Low-Cost Airlines.Yuji Horiguchi, Yukino Baba, Hisashi Kashima, Masahito Suzuki, Hiroki Kayahara, Jun Maeno
2017AAAILearning Implicit Tasks for Patient-Specific Risk Modeling in ICU.Nozomi Nori, Hisashi Kashima, Kazuto Yamashita, Susumu Kunisawa, Yuichi Imanaka
2017AAAIPairwise HITS: Quality Estimation from Pairwise Comparisons in Creator-Evaluator Crowdsourcing Process.Takeru Sunahase, Yukino Baba, Hisashi Kashima
2017CIKMHyper Questions: Unsupervised Targeting of a Few Experts in Crowdsourcing.Jiyi Li, Yukino Baba, Hisashi Kashima
2017ICDARUsing Posters to Recommend Anime and Mangas in a Cold-Start Scenario.Jill-Jnn Vie, Florian Yger, Ryan Lahfa, Basile Clement, Kvin Cocchi, Thomas Chalumeau, Hisashi Kashima
2017ICDMAutoregressive Tensor Factorization for Spatio-Temporal Predictions.Koh Takeuchi, Hisashi Kashima, Naonori Ueda
2017ICONIPAtomic Distance Kernel for Material Property Prediction.Hirotaka Akita, Yukino Baba, Hisashi Kashima, Atsuto Seko
2017ICONIPQuality Control for Crowdsourced Multi-label Classification Using RAkEL.Kosuke Yoshimura, Yukino Baba, Hisashi Kashima
2017PAKDDA Generalized Model for Multidimensional Intransitivity.Jiuding Duan, Jiyi Li, Yukino Baba, Hisashi Kashima
2017WISEIterative Reduction Worker Filtering for Crowdsourced Label Aggregation.Jiyi Li, Hisashi Kashima
2016ECAILink Prediction by Incidence Matrix Factorization.Sho Yokoi, Hiroshi Kajino, Hisashi Kashima
2016ICANNLearning to Enumerate.Patrick Jrger, Yukino Baba, Hisashi Kashima
2016IJCAIProgressive Comparison for Ranking Estimation.Ryusuke Takahama, Toshihiro Kamishima, Hisashi Kashima
2015COLTRegret Lower Bound and Optimal Algorithm in Dueling Bandit Problem.Junpei Komiyama, Junya Honda, Hisashi Kashima, Hiroshi Nakagawa
2015DSAAFrom one star to three stars: Upgrading legacy open data using crowdsourcing.Satoshi Oyama, Yukino Baba, Ikki Ohmukai, Hiroaki Dokoshi, Hisashi Kashima
2015ICDMQuality Control for Crowdsourced Hierarchical Classification.Naoki Otani, Yukino Baba, Hisashi Kashima
2015KDDPredictive Approaches for Low-Cost Preventive Medicine Program in Developing Countries.Yukino Baba, Hisashi Kashima, Yasunobu Nohara, Eiko Kai, Partha Pratim Ghosh, Rafiqul Islam Maruf, Ashir Ahmed, Masahiro Kuroda, Sozo Inoue, Tatsuo Hiramatsu, Michio Kimura, Shuji Shimizu, Kunihisa Kobayashi, Koji Tsuda, Masashi Sugiyama, Mathieu Blondel, Naonori Ueda, Masaru Kitsuregawa, Naoki Nakashima
2015KDDSimultaneous Modeling of Multiple Diseases for Mortality Prediction in Acute Hospital Care.Nozomi Nori, Hisashi Kashima, Kazuto Yamashita, Hiroshi Ikai, Yuichi Imanaka
2015PAKDDQuality Control for Crowdsourced POI Collection.Shunsuke Kajimura, Yukino Baba, Hiroshi Kajino, Hisashi Kashima
2015SMCQuantum Energy Prediction Using Graph Kernel.Jiuding Duan, Atsuto Seko, Hisashi Kashima
2014DSAACrowdsourced data analytics: A case study of a predictive modeling competition.Yukino Baba, Nozomi Nori, Shigeru Saito, Hisashi Kashima
2014HCOMPCrowdsourced Data Analytics: A Case Study of a Predictive Modeling Competition.Yukino Baba, Nozomi Nori, Shigeru Saito, Hisashi Kashima
2014HCOMPQuality Control for Crowdsourced Enumeration Tasks.Shunsuke Kajimura, Yukino Baba, Hiroshi Kajino, Hisashi Kashima
2014HCOMPInstance-Privacy Preserving Crowdsourcing.Hiroshi Kajino, Yukino Baba, Hisashi Kashima
2014ICMLLatent Confusion Analysis by Normalized Gamma Construction.Issei Sato, Hisashi Kashima, Hiroshi Nakagawa
2014ICONIPA Label Completion Approach to Crowd Approximation.Toshihiro Watanabe, Hisashi Kashima
2014PAKDDCrowdordering.Toshiko Matsui, Yukino Baba, Toshihiro Kamishima, Hisashi Kashima
2013AAAIClustering Crowds.Hiroshi Kajino, Yuta Tsuboi, Hisashi Kashima
2013HCOMPStatistical Quality Estimation for General Crowdsourcing Tasks.Yukino Baba, Hisashi Kashima
2013HCOMPCrowdsourcing Quality Control for Item Ordering Tasks.Toshiko Matsui, Yukino Baba, Toshihiro Kamishima, Hisashi Kashima
2013HCOMPEM-Based Inference of True Labels Using Confidence Judgments.Satoshi Oyama, Yukino Baba, Yuko Sakurai, Hisashi Kashima
2013IAAILeveraging Crowdsourcing to Detect Improper Tasks in Crowdsourcing Marketplaces.Yukino Baba, Hisashi Kashima, Kei Kinoshita, Goushi Yamaguchi, Yosuke Akiyoshi
2013IJCAIAccurate Integration of Crowdsourced Labels Using Workers' Self-reported Confidence Scores.Satoshi Oyama, Yukino Baba, Yuko Sakurai, Hisashi Kashima
2013KDDStatistical quality estimation for general crowdsourcing tasks.Yukino Baba, Hisashi Kashima
2013PAKDDMatrix Factorization With Aggregated Observations.Yoshifumi Aimoto, Hisashi Kashima
2012AAAIA Convex Formulation for Learning from Crowds.Hiroshi Kajino, Yuta Tsuboi, Hisashi Kashima
2012AAAIMultinomial Relation Prediction in Social Data: A Dimension Reduction Approach.Nozomi Nori, Danushka Bollegala, Hisashi Kashima
2012HCOMPLearning from Crowds and Experts.Hiroshi Kajino, Yuta Tsuboi, Issei Sato, Hisashi Kashima
2012ICDMGeneralized Expansion Dimension.Michael E. Houle, Hisashi Kashima, Michael Nett
2012ICMLFast Computation of Subpath Kernel for Trees.Daisuke Kimura, Hisashi Kashima
2012ICPRHash-based structural similarity for semi-supervised Learning on attribute graphs.Shohei Hido, Hisashi Kashima
2012SISAPFast Similarity Computation in Factorized Tensors.Michael E. Houle, Hisashi Kashima, Michael Nett
2011AAAIFast Newton-CG Method for Batch Learning of Conditional Random Fields.Yuta Tsuboi, Yuya Unno, Hisashi Kashima, Naoaki Okazaki
2011ICDMCross-Temporal Link Prediction.Satoshi Oyama, Kohei Hayashi, Hisashi Kashima
2011ICDMA New Multi-task Learning Method for Personalized Activity Recognition.Xu Sun, Hisashi Kashima, Ryota Tomioka, Naonori Ueda, Ping Li
2011PAKDDA Subpath Kernel for Rooted Unordered Trees.Daisuke Kimura, Tetsuji Kuboyama, Tetsuo Shibuya, Hisashi Kashima
2011PAKDDLarge Scale Real-Life Action Recognition Using Conditional Random Fields with Stochastic Training.Xu Sun, Hisashi Kashima, Ryota Tomioka, Naonori Ueda
2010ICDMAveraged Stochastic Gradient Descent with Feedback: An Accurate, Robust, and Fast Training Method.Xu Sun, Hisashi Kashima, Takuya Matsuzaki, Naonori Ueda
2010ICMLNonparametric Return Distribution Approximation for Reinforcement Learning.Tetsuro Morimura, Masashi Sugiyama, Hisashi Kashima, Hirotaka Hachiya, Toshiyuki Tanaka
2010ICMLA Fast Augmented Lagrangian Algorithm for Learning Low-Rank Matrices.Ryota Tomioka, Taiji Suzuki, Masashi Sugiyama, Hisashi Kashima
2010PAKDDFinding Itemset-Sharing Patterns in a Large Itemset-Associated Graph.Mutsumi Fukuzaki, Mio Seki, Hisashi Kashima, Jun Sese
2010UAIParametric Return Density Estimation for Reinforcement Learning.Tetsuro Morimura, Masashi Sugiyama, Hisashi Kashima, Hirotaka Hachiya, Toshiyuki Tanaka
2009ICDMA Linear-Time Graph Kernel.Shohei Hido, Hisashi Kashima
2009ICRALeast absolute policy iteration for robust value function approximation.Masashi Sugiyama, Hirotaka Hachiya, Hisashi Kashima, Tetsuro Morimura
2009PAKDDOn Pairwise Kernels: An Efficient Alternative and Generalization Analysis.Hisashi Kashima, Satoshi Oyama, Yoshihiro Yamanishi, Koji Tsuda
2009SDMLink Propagation: A Fast Semi-supervised Learning Algorithm for Link Prediction.Hisashi Kashima, Tsuyoshi Kato, Yoshihiro Yamanishi, Masashi Sugiyama, Koji Tsuda
2008COLINGTraining Conditional Random Fields Using Incomplete Annotations.Yuta Tsuboi, Hisashi Kashima, Shinsuke Mori, Hiroki Oda, Yuji Matsumoto
2008ICDMInlier-Based Outlier Detection via Direct Density Ratio Estimation.Shohei Hido, Yuta Tsuboi, Hisashi Kashima, Masashi Sugiyama, Takafumi Kanamori
2008ICPRK-means clustering of proportional data using L1 distance.Hisashi Kashima, Jianying Hu, Bonnie K. Ray, Moninder Singh
2008ICPRRegression with interval output values.Hisashi Kashima, Kazutaka Yamasaki, Akihiro Inokuchi, Hiroto Saigo
2008ICPRA new objective function for sequence labeling.Yuta Tsuboi, Hisashi Kashima
2008PAKDDUnsupervised Change Analysis Using Supervised Learning.Shohei Hido, Tsuyoshi Id, Hisashi Kashima, Harunobu Kubo, Hirofumi Matsuzawa
2008SDMRoughly Balanced Bagging for Imbalanced Data.Shohei Hido, Hisashi Kashima
2008SDMIntegration of Multiple Networks for Robust Label Propagation.Tsuyoshi Kato, Hisashi Kashima, Masashi Sugiyama
2008SDMDirect Density Ratio Estimation for Large-scale Covariate Shift Adaptation.Yuta Tsuboi, Hisashi Kashima, Shohei Hido, Steffen Bickel, Masashi Sugiyama
2006ICDMA Parameterized Probabilistic Model of Network Evolution for Supervised Link Prediction.Hisashi Kashima, Naoki Abe
2006SDMRisk-Sensitive Learning via Expected Shortfall Minimization.Hisashi Kashima
2005ICDENetwork-Based Problem Detection for Distributed Systems.Hisashi Kashima, Tadashi Tsumura, Tsuyoshi Id, Takahide Nogayama, Ryo Hirade, Hiroaki Etoh, Takeshi Fukuda
2004ICMLKernel-based discriminative learning algorithms for labeling sequences, trees, and graphs.Hisashi Kashima, Yuta Tsuboi
2004KDDEigenspace-based anomaly detection in computer systems.Tsuyoshi Id, Hisashi Kashima
2003ICDMMining Significant Pairs of Patterns from Graph Structures with Class Labels.Akihiro Inokuchi, Hisashi Kashima
2003ICMLMarginalized Kernels Between Labeled Graphs.Hisashi Kashima, Koji Tsuda, Akihiro Inokuchi
2002ICMLKernels for Semi-Structured Data.Hisashi Kashima, Teruo Koyanagi