Makoto Onizuka

Orcid: 0000-0001-5559-8300

According to our database1, Makoto Onizuka authored at least 99 papers between 1999 and 2024.

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Bibliography

2024
Benchmark for Personalized Federated Learning.
IEEE Open J. Comput. Soc., 2024

Large Language Models as Urban Residents: An LLM Agent Framework for Personal Mobility Generation.
CoRR, 2024

Shall We Talk: Exploring Spontaneous Collaborations of Competing LLM Agents.
CoRR, 2024

An Efficient Diversity-Aware Method for the Empty-Answer Problem.
Proceedings of the 26th International Workshop on Design, 2024

2023
Effective detection of variable celestial objects using machine learning-based periodic analysis.
Astron. Comput., October, 2023

GenCAT: Generating attributed graphs with controlled relationships between classes, attributes, and topology.
Inf. Syst., May, 2023

GuP: Fast Subgraph Matching by Guard-based Pruning.
Proc. ACM Manag. Data, 2023

Scaling Private Deep Learning with Low-rank and Sparse Gradients.
J. Inf. Process., 2023

BClean: A Bayesian Data Cleaning System.
CoRR, 2023

Why Using Either Aggregated Features or Adjacency Lists in Directed or Undirected Graph? Empirical Study and Simple Classification Method.
CoRR, 2023

Scardina: Scalable Join Cardinality Estimation by Multiple Density Estimators.
CoRR, 2023

NoSQL Schema Design for Time-Dependent Workloads.
CoRR, 2023

Predicting Parking Lot Availability by Graph-to-Sequence Model: A Case Study with SmartSantander.
Proceedings of the 24th IEEE International Conference on Mobile Data Management, 2023

Learned Spatial Data Partitioning.
Proceedings of the Sixth International Workshop on Exploiting Artificial Intelligence Techniques for Data Management, 2023

Holistic Prediction on a Time-Evolving Attributed Graph.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022
Fast, exact, and parallel-friendly outlier detection algorithms with proximity graph in metric spaces.
VLDB J., 2022

HSGAN: Reducing mode collapse in GANs by the latent code distance of homogeneous samples.
Comput. Vis. Image Underst., 2022

Ultraverse: Efficient Retroactive Operation for Attack Recovery in Database Systems and Web Frameworks.
CoRR, 2022

An Empirical Study of Personalized Federated Learning.
CoRR, 2022

Similarity Search on Computational Notebooks.
CoRR, 2022

FedMe: Federated Learning via Model Exchange.
Proceedings of the 2022 SIAM International Conference on Data Mining, 2022

Benchmarking GNNs with GenCAT Workbench.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

GNN Transformation Framework for Improving Efficiency and Scalability.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Beyond Real-world Benchmark Datasets: An Empirical Study of Node Classification with GNNs.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

AIREX: Neural Network-based Approach for Air Quality Inference in Unmonitored Cities.
Proceedings of the 23rd IEEE International Conference on Mobile Data Management, 2022

Language-aware Indexing for Conjunctive Path Queries.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

JupySim: Jupyter Notebook Similarity Search System.
Proceedings of the 25th International Conference on Extending Database Technology, 2022

Journey of Migrating Millions of Queries on The Cloud.
Proceedings of the DBTest@SIGMOD '22: Proceedings of the 9th International Workshop of Testing Database Systems, 2022

The Lannion report on Big Data and Security Monitoring Research.
Proceedings of the IEEE International Conference on Big Data, 2022

2021
MISCELA: discovering simultaneous and time-delayed correlated attribute patterns.
Distributed Parallel Databases, 2021

Effective Candidate Selection and Interpretable Interest Extraction for Follower Prediction on Social Media.
Proceedings of the WI-IAT '21: IEEE/WIC/ACM International Conference on Web Intelligence, Melbourne VIC Australia, December 14, 2021

Consistent and Flexible Selectivity Estimation for High-Dimensional Data.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Fast and Exact Outlier Detection in Metric Spaces: A Proximity Graph-based Approach.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Adaptive Node Embedding Propagation for Semi-supervised Classification.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

Language-agnostic Representation from Multilingual Sentence Encoders for Cross-lingual Similarity Estimation.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Smart City Data Analysis via Visualization of Correlated Attribute Patterns.
Proceedings of the 24th International Conference on Extending Database Technology, 2021

Edit Distance Based Curriculum Learning for Paraphrase Generation.
Proceedings of the ACL-IJCNLP 2021 Student Research Workshop, 2021

2020
Proximity Preserving Nonnegative Matrix Factorization.
J. Inf. Process., 2020

New Attributed Graph Clustering by Bridging Attribute and Topology Spaces.
J. Inf. Process., 2020

Fast Subgraph Matching by Exploiting Search Failures.
CoRR, 2020

Consistent and Flexible Selectivity Estimation for High-dimensional Data.
CoRR, 2020

Structural Indexing for Conjunctive Path Queries.
CoRR, 2020

Towards Smart Data Sharing by Updatable Views.
Proceedings of the Software Foundations for Data Interoperability and Large Scale Graph Data Analytics, 2020

Towards Guaranteeing Global Consistency for Peer-Based Data Integration Architecture.
Proceedings of the Software Foundations for Data Interoperability and Large Scale Graph Data Analytics, 2020

NGNC: A Flexible and Efficient Framework for Error-Tolerant Query Autocompletion.
Proceedings of the Software Foundations for Data Interoperability and Large Scale Graph Data Analytics, 2020

Data Integration Models and Architectures for Service Alliances.
Proceedings of the Software Foundations for Data Interoperability and Large Scale Graph Data Analytics, 2020

Monotonic Cardinality Estimation of Similarity Selection: A Deep Learning Approach.
Proceedings of the 2020 International Conference on Management of Data, 2020

Are Satellite Images Effective for Estimating Land Prices on Deep Neural Network Models?
Proceedings of the 21st IEEE International Conference on Mobile Data Management, 2020

Controlling Internal Structure of Communities on Graph Generator.
Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2020

2019
Time Series Link Prediction Using NMF.
J. Inf. Process., 2019

MISCELA: Discovering Correlated Attribute Patterns in Time Series Sensor Data.
Proceedings of the 20th IEEE International Conference on Mobile Data Management, 2019

Data Slice Search for Local Outlier View Detection: A Case Study in Fashion EC.
Proceedings of the Workshops of the EDBT/ICDT 2019 Joint Conference, 2019

Efficient Network Reliability Computation in Uncertain Graphs.
Proceedings of the Advances in Database Technology, 2019

Toward BX-Based Architecture for Controlling and Sharing Distributed Data.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2019

Controlling and Sharing Distributed Data for Implementing Service Alliance.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2019

Flexible Framework for Data Integration and Update Propagation: System Aspect.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2019

2018
Scalable Graph Clustering and Its Applications.
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

Space Filling Approach for Distributed Processing of Top-k Dominating Queries.
IEEE Trans. Knowl. Data Eng., 2018

Non-linear Attributed Graph Clustering by Symmetric NMF with PU Learning.
CoRR, 2018

Making View Update Strategies Programmable - Toward Controlling and Sharing Distributed Data -.
CoRR, 2018

A View-based Programmable Architecture for Controlling and Integrating Decentralized Data.
CoRR, 2018

Sequenced Route Query with Semantic Hierarchy.
Proceedings of the 21st International Conference on Extending Database Technology, 2018

2017
Foreword.
IEICE Trans. Inf. Syst., 2017

Fast Ad-Hoc Search Algorithm for Personalized PageRank.
IEICE Trans. Inf. Syst., 2017

Graph Partitioning for Distributed Graph Processing.
Data Sci. Eng., 2017

Trend and applications of Big Data and IoT techniques.
Proceedings of the Eighth International Symposium on Information and Communication Technology, 2017

Efficient Data Slice Search for Exceptional View Detection.
Proceedings of the Workshops of the EDBT/ICDT 2017 Joint Conference (EDBT/ICDT 2017), 2017

2016
Rabbit Order: Just-in-Time Parallel Reordering for Fast Graph Analysis.
Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium, 2016

Grouping method of dementia care text information to share dementiacare information in a website named Ninchisho Chienowa-net.
Proceedings of the 18th International Conference on Information Integration and Web-based Applications and Services, 2016

2015
SCAN++: Efficient Algorithm for Finding Clusters, Hubs and Outliers on Large-scale Graphs.
Proc. VLDB Endow., 2015

Ninchisho Chienowa-net: a website to share good dementia care techniques.
Proceedings of the 17th International Conference on Information Integration and Web-based Applications & Services, 2015

Tree Contraction for Compressed Suffix Arrays on Modern Processors.
Proceedings of the Database Systems for Advanced Applications, 2015

2014
Scaling Manifold Ranking Based Image Retrieval.
Proc. VLDB Endow., 2014

2013
Optimization for iterative queries on MapReduce.
Proc. VLDB Endow., 2013

Efficient ad-hoc search for personalized PageRank.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Efficient search algorithm for SimRank.
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Fast Algorithm for Modularity-Based Graph Clustering.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

Fast and Exact Top-k Algorithm for PageRank.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012
Fast and Exact Top-k Search for Random Walk with Restart.
Proc. VLDB Endow., 2012

Efficient personalized pagerank with accuracy assurance.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

VAST-Tree: a vector-advanced and compressed structure for massive data tree traversal.
Proceedings of the 15th International Conference on Extending Database Technology, 2012

2011
Efficient Centrality Monitoring for Time-Evolving Graphs.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2011

Real-Time Diameter Monitoring for Time-Evolving Graphs.
Proceedings of the Database Systems for Advanced Applications, 2011

2010
Processing XPath queries with forward and downward axes over XML streams.
Proceedings of the EDBT 2010, 2010

Lazy View Maintenance for Social Networking Applications.
Proceedings of the Database Systems for Advanced Applications, 2010

2008
Application of bitmap index to information retrieval.
Proceedings of the 17th International Conference on World Wide Web, 2008

2005
Incremental maintenance for materialized XPath/XSLT views.
Proceedings of the 14th international conference on World Wide Web, 2005

Distributed XML Stream Filtering System with High Scalability.
Proceedings of the 21st International Conference on Data Engineering, 2005

XML-Based e-Barter System for Circular Supply Exchange.
Proceedings of the Database and Expert Systems Applications, 16th International Conference, 2005

Processing XPath queries with XML summaries.
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

2004
Processing XML streams with deterministic automata and stream indexes.
ACM Trans. Database Syst., 2004

2003
Processing XML Streams with Deterministic Automata.
Proceedings of the Database Theory, 2003

Light-weight xPath processing of XML stream with deterministic automata.
Proceedings of the 2003 ACM CIKM International Conference on Information and Knowledge Management, 2003

2001
Content-based retrieval applications on a common database management system.
Proceedings of the 9th ACM International Conference on Multimedia 2001, Ottawa, Ontario, Canada, September 30, 2001

Mapping XML to Object Relational Model.
Proceedings of the International Conference on Internet Computing, 2001

XTL: An XML Transformation Language and XSLT generator for XTL.
Proceedings of the Extreme Markup Languages® 2001 Conference, 2001

2000
Hierarchical Space Model for Multimedia Data Retrieval.
Proceedings of the Advances in Visual Information Management, 2000

1999
Object Management for a Visual Data Analysis Tool.
Theory Pract. Object Syst., 1999

A High Speed Access Method to Data Structures with Inheritance Hierarchy.
Proceedings of the 1st International Conference on Enterprise Information Systems, 1999


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