Koji Zettsu
Orcid: 0000-0003-4062-2376
According to our database1,
Koji Zettsu
authored at least 163 papers
between 1997 and 2024.
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Bibliography
2024
Appl. Intell., January, 2024
Drive-CLIP: Cross-Modal Contrastive Safety-Critical Driving Scenario Representation Learning and Zero-Shot Driving Risk Analysis.
Proceedings of the MultiMedia Modeling - 30th International Conference, 2024
2023
A fundamental approach to discover closed periodic-frequent patterns in very large temporal databases.
Appl. Intell., November, 2023
HDSHUI-miner: a novel algorithm for discovering spatial high-utility itemsets in high-dimensional spatiotemporal databases.
Appl. Intell., April, 2023
Augmenting Ego-Vehicle for Traffic Near-Miss and Accident Classification Dataset using Manipulating Conditional Style Translation.
CoRR, 2023
Mining Periodic-Frequent Patterns in Irregular Dense Temporal Databases Using Set Complements.
IEEE Access, 2023
Discovering Geo-referenced Frequent Patterns in Uncertain Geo-referenced Transactional Databases.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023
AOP: Towards Adaptive Offloading Point Approach in a Federated Learning Framework for Edge AI Applications.
Proceedings of the 29th IEEE International Conference on Parallel and Distributed Systems, 2023
Proceedings of the IEEE International Conference on Multimedia and Expo Workshops, 2023
Procedural Driving Skill Coaching from More Skilled Drivers to Safer Drivers: A Survey.
Proceedings of the 4th ACM Workshop on Intelligent Cross-Data Analysis and Retrieval, 2023
Discovering Fuzzy Partial Periodic Patterns in Quantitative Irregular Multiple Time Series.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023
Fostering Innovation in Urban Transportation Risk Management: A Multi-Sector Collaborative Benchmarking Platform.
Proceedings of the IEEE International Conference on Big Data, 2023
MM-TrafficRisk: A Video-based Fleet Management Application for Traffic Risk Prediction, Prevention, and Querying.
Proceedings of the IEEE International Conference on Big Data, 2023
2022
FedMCRNN: Federated Learning using Multiple Convolutional Recurrent Neural Networks for Sleep Quality Prediction.
Proceedings of the ICDAR@ICMR 2022: Proceedings of the 3rd ACM Workshop on Intelligent Cross-Data Analysis and Retrieval, Newark, NJ, USA, June 27, 2022
Proceedings of the ICDAR@ICMR 2022: Proceedings of the 3rd ACM Workshop on Intelligent Cross-Data Analysis and Retrieval, Newark, NJ, USA, June 27, 2022
IoT-based Multimodal Analysis for Smart Education: Current Status, Challenges and Opportunities.
Proceedings of the ICDAR@ICMR 2022: Proceedings of the 3rd ACM Workshop on Intelligent Cross-Data Analysis and Retrieval, Newark, NJ, USA, June 27, 2022
MM-AQI: A Novel Framework to Understand the Associations Between Urban Traffic, Visual Pollution, and Air Pollution.
Proceedings of the Advances and Trends in Artificial Intelligence. Theory and Practices in Artificial Intelligence, 2022
UPFP-growth++: An Efficient Algorithm to Find Periodic-Frequent Patterns in Uncertain Temporal Databases.
Proceedings of the Neural Information Processing - 29th International Conference, 2022
Discovering Fuzzy Geo-referenced Periodic-Frequent Patterns in Geo-referenced Time Series Databases.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022
Discovering Geo-referenced Periodic-Frequent Patterns in Geo-referenced Time Series Databases.
Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022
Towards Efficient Discovery of Periodic-Frequent Patterns in Dense Temporal Databases Using Complements.
Proceedings of the Database and Expert Systems Applications, 2022
A Novel Null-Invariant Temporal Measure to Discover Partial Periodic Patterns in Non-uniform Temporal Databases.
Proceedings of the Database Systems for Advanced Applications, 2022
FedProb: An Aggregation Method Based on Feature Probability Distribution for Federated Learning on Non-IID Data.
Proceedings of the IEEE International Conference on Big Data, 2022
Proceedings of the IEEE International Conference on Big Data, 2022
Proceedings of the IEEE International Conference on Big Data, 2022
An Open Case-based Reasoning Framework for Personalized On-board Driving Assistance in Risk Scenarios.
Proceedings of the IEEE International Conference on Big Data, 2022
Towards Efficient Discovery of Partial Periodic Patterns in Columnar Temporal Databases.
Proceedings of the Intelligent Information and Database Systems - 14th Asian Conference, 2022
2021
Models to Predict Sleeping Quality from Activities and Environment: Current Status, Challenges and Opportunities.
Proceedings of the ICDAR@ICMR 2021: Proceedings of the 2021 Workshop on Intelligent Cross-Data Analysis and Retrieval, 2021
Proceedings of the ICDAR@ICMR 2021: Proceedings of the 2021 Workshop on Intelligent Cross-Data Analysis and Retrieval, 2021
A Unified Framework to Discover Partial Periodic-Frequent Patterns in Row and Columnar Temporal Databases.
Proceedings of the 2021 International Conference on Data Mining, 2021
Towards Efficient Discovery of Periodic-Frequent Patterns in Columnar Temporal Databases.
Proceedings of the Advances and Trends in Artificial Intelligence. Artificial Intelligence Practices, 2021
Proceedings of the Advances and Trends in Artificial Intelligence. From Theory to Practice, 2021
Discovering Spatial High Utility Itemsets in High-Dimensional Spatiotemporal Databases.
Proceedings of the Advances and Trends in Artificial Intelligence. Artificial Intelligence Practices, 2021
Proceedings of the Neural Information Processing - 28th International Conference, 2021
Discovering Fuzzy Frequent Spatial Patterns in Large Quantitative Spatiotemporal databases.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021
Proceedings of the Database and Expert Systems Applications, 2021
Discovering Top-k Spatial High Utility Itemsets in Very Large Quantitative Spatiotemporal databases.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
Spatially-distributed Federated Learning of Convolutional Recurrent Neural Networks for Air Pollution Prediction.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
Improving the Awareness of Sustainable Smart Cities by Analyzing Lifelog Images and IoT Air Pollution Data.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
Fed xData: A Federated Learning Framework for Enabling Contextual Health Monitoring in a Cloud-Edge Network.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
MM-trafficEvent: An Interactive Incident Retrieval System for First-view Travel-log Data.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
2020
Lifelog Moment Retrieval With Interactive Watershed-Based Clustering and Hierarchical Similarity Search.
Int. J. Multim. Data Eng. Manag., 2020
Efficient Discovery of Weighted Frequent Neighborhood Itemsets in Very Large Spatiotemporal Databases.
IEEE Access, 2020
An Interactive Multimodal Retrieval System for Memory Assistant and Life Organized Support.
Proceedings of the 2020 on International Conference on Multimedia Retrieval, 2020
BIDAL-HCMUS@LSC2020: An Interactive Multimodal Lifelog Retrieval with Query-to-Sample Attention-based Search Engine.
Proceedings of the Third ACM Workshop on Lifelog Search Challenge, 2020
Proceedings of the Trends in Artificial Intelligence Theory and Applications. Artificial Intelligence Practices, 2020
Proceedings of the 20th International Conference on Data Mining Workshops, 2020
Proceedings of the 2020 on Intelligent Cross-Data Analysis and Retrieval Workshop, 2020
Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020
Proceedings of the 7th IEEE International Conference on Data Science and Advanced Analytics, 2020
Leveraging 3D-Raster-Images and DeepCNN with Multi-source Urban Sensing Data for Traffic Congestion Prediction.
Proceedings of the Database and Expert Systems Applications, 2020
Proceedings of the Working Notes of CLEF 2020, 2020
Leverage the Predictive Power Score of Lifelog Data's Attributes to Predict the Expected Athlete Performance.
Proceedings of the Working Notes of CLEF 2020, 2020
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
Distributed Mining of Spatial High Utility Itemsets in Very Large Spatiotemporal Databases using Spark In-Memory Computing Architecture.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
Fusion-3DCNN-max3P: A dynamic system for discovering patterns of predicted congestion.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
2019
Proceedings of the 31st International Conference on Scientific and Statistical Database Management, 2019
Proceedings of the MultiMedia Modeling - 25th International Conference, 2019
Proceedings of the 2nd International Conference on Machine Learning and Machine Intelligence, 2019
Overview of MediaEval 2019: Insights for Wellbeing TaskMultimodal Personal Health Lifelog Data Analysis.
Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019
City Geospatial Dashboard: IoT and Big Data Analytics for Geospatial Solutions Provider in Disaster Management.
Proceedings of the 5th International Conference on Information and Communication Technologies for Disaster Management, 2019
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019
BIDAL@imageCLEFlifelog2019: The Role of Content and Context of Daily Activities in Insights from Lifelogs.
Proceedings of the Working Notes of CLEF 2019, 2019
From Chaos to Order: The Role of Content and Context of Daily Activities in Rearranging Lifelogs Data.
Proceedings of the Fifth IEEE International Conference on Multimedia Big Data, 2019
Proceedings of the Fifth IEEE International Conference on Multimedia Big Data, 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Complex Event Analysis for Traffic Risk Prediction based on 3D-CNN with Multi-sources Urban Sensing Data.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Multi-time-horizon Traffic Risk Prediction using Spatio-Temporal Urban Sensing Data Fusion.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Proceedings of the Big Data Analytics - 7th International Conference, 2019
Proceedings of the Big Data Analytics - 7th International Conference, 2019
2018
Convolution Recurrent Neural Networks for Short-Term Prediction of Atmospheric Sensing Data.
Proceedings of the IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2018
Complex Event Analysis of Urban Environmental Data based on Deep CNN of Spatiotemporal Raster Images.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
Proceedings of the First IEEE International Conference on Artificial Intelligence and Knowledge Engineering, 2018
2017
Finding Spatiotemporal Co-occurrence Patterns of Heterogeneous Events for Prediction.
Proceedings of the 3rd ACM SIGSPATIAL Workshop on Emergency Management using, Redondo Beach, CA, USA, November 07, 2017
Discovering co-occurrence patterns of heterogeneous events from unevenly-distributed spatiotemporal data.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
2016
Dynamically pre-trained deep recurrent neural networks using environmental monitoring data for predicting PM2.5.
Neural Comput. Appl., 2016
Space-time multiple regression model for grid-based population estimation in urban areas.
Int. J. Geogr. Inf. Sci., 2016
Analysis of Long-Term and Large-Scale Experiments on Robot Dialogues Using a Cloud Robotics Platform.
Proceedings of the Eleventh ACM/IEEE International Conference on Human Robot Interation, 2016
streamLoader: An Event-Driven ETL System for the On-line Processing of Heterogeneous Sensor Data.
Proceedings of the 19th International Conference on Extending Database Technology, 2016
2015
Proceedings of the 2nd IEEE World Forum on Internet of Things, 2015
Proceedings of the 2015 Seventh International Conference on Knowledge and Systems Engineering, 2015
Proceedings of the 2015 Seventh International Conference on Knowledge and Systems Engineering, 2015
Proceedings of the Third edition of the International Workshop on Cultures of Participation in the Digital Age: Coping with Information, 2015
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015
Geovisualization and correlation analysis between geotagged Twitter and JMA rainfall data: Case of heavy rain disaster in Hiroshima.
Proceedings of the 2nd IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services, 2015
Proceedings of the 2015 IEEE International Conference on Multimedia & Expo Workshops, 2015
Proceedings of the Information Modelling and Knowledge Bases XXVII, 2015
Constrained region selection method based on configuration space for visualization in scientific dataset search.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015
Exploring spatio-temporal-theme correlation between physical and social streaming data for event detection and pattern interpretation from heterogeneous sensors.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015
Discovering Environmental Impacts on Public Health Using Heterogeneous Big Sensory Data.
Proceedings of the 2015 IEEE International Congress on Big Data, New York City, NY, USA, June 27, 2015
2014
IEICE Trans. Inf. Syst., 2014
Big Data, 2014
Service-Controlled Networking: Dynamic In-Network Data Fusion for Heterogeneous Sensor Networks.
Proceedings of the 33rd IEEE International Symposium on Reliable Distributed Systems Workshops, 2014
Proceedings of the International Conference on Multimedia Retrieval, 2014
Managing Heterogeneous Sensor Data on a Big Data Platform: IoT Services for Data-Intensive Science.
Proceedings of the IEEE 38th Annual Computer Software and Applications Conference, 2014
Dynamic pre-training of Deep Recurrent Neural Networks for predicting environmental monitoring data.
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014
Spatio-temporal Pseudo Relevance Feedback for Large-Scale and Heterogeneous Scientific Repositories.
Proceedings of the 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27, 2014
2013
Frontiers Comput. Sci., 2013
Collaborative development of data curation profiles on a wiki platform: experience from free and open source software projects and communities.
Proceedings of the 9th International Symposium on Open Collaboration, Hong Kong, China, August 05, 2013
Utterance Classification Using Linguistic and Non-linguistic Information for Network-Based Speech-to-Speech Translation Systems.
Proceedings of the 2013 IEEE 14th International Conference on Mobile Data Management, Milan, Italy, June 3-6, 2013, 2013
Complementary Integration of Heterogeneous Crowd-Sourced Datasets for Enhanced Social Analytics.
Proceedings of the 2013 IEEE 14th International Conference on Mobile Data Management, Milan, Italy, June 3-6, 2013, 2013
A model for creating and sustaining information services platform communities: Lessons learnt from open source software.
Proceedings of the 2013 ITU Kaleidoscope: Building Sustainable Communities, 2013
The Architecture and Design of a Community-Based Cloud Platform for Curating Big Data.
Proceedings of the 2013 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 2013
Searching inter-disciplinary scientific big data based on latent correlation analysis.
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013
2012
Proceedings of the 2012 IEEE 19th International Conference on Web Services, 2012
Proceedings of the 2012 Second International Conference on Cloud and Green Computing, 2012
Proceedings of the 2012 IEEE Ninth International Conference on Services Computing, 2012
Proceedings of the 2012 IEEE Ninth International Conference on Services Computing, 2012
2011
Interconnection of heterogeneous knowledge bases and its application on Knowledge Grid.
Concurr. Comput. Pract. Exp., 2011
Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011
Proceedings of the Information Modelling and Knowledge Bases XXIII, 2011
Context-Sensitive Query Expansion over the Bipartite Graph Model for Web Service Search.
Proceedings of the Database Systems for Advanced Applications, 2011
2010
Proceedings of the Web-Age Information Management, 11th International Conference, 2010
Proceedings of the 4th International Universal Communication Symposium, 2010
Proceedings of the Information Modelling and Knowledge Bases XXII, 20th European-Japanese Conference on Information Modelling and Knowledge Bases (EJC 2010), Jyväskylä, Finland, 31 May, 2010
A Three-layered Architecture for Event-centric Interconnections among Heterogeneous Data Repositories and its Application to Space Weather.
Proceedings of the Information Modelling and Knowledge Bases XXII, 20th European-Japanese Conference on Information Modelling and Knowledge Bases (EJC 2010), Jyväskylä, Finland, 31 May, 2010
A Phenomena-of-Interest Approach for the Interconnection of Sensor Data and Spatiotemporal Web Contents.
Proceedings of the Information Modelling and Knowledge Bases XXII, 20th European-Japanese Conference on Information Modelling and Knowledge Bases (EJC 2010), Jyväskylä, Finland, 31 May, 2010
Proceedings of the Second International Conference on Advances in Databases, 2010
StickViz: A New Visualization Tool for Phenomenon-Based k-Neighbors Searches in Geosocial Networking Services.
Proceedings of the Advances in Web Technologies and Applications, 2010
2009
Proceedings of the 2009 International Symposium on Wikis, 2009
Proceedings of the Web and Wireless Geographical Information Systems, 2009
Proceedings of the Fifth International Conference on Semantics, Knowledge and Grid, 2009
Sticker: Searching and Aggregating User-Generated Contents along with Trajectories of Moving Phenomena.
Proceedings of the MDM 2009, 2009
SOBEX: distributed service Search engine that exploits service cOllaBoration contEXt.
Proceedings of the 3rd International Universal Communication Symposium, 2009
Proceedings of the 3rd International Universal Communication Symposium, 2009
Proceedings of the 42st Hawaii International International Conference on Systems Science (HICSS-42 2009), 2009
A Context Dependent Dynamic Interconnection Method of Heterogeneous Knowledge Bases by Interrelation Management Function.
Proceedings of the Information Modelling and Knowledge Bases XXI, 2009
Proceedings of the Information Modelling and Knowledge Bases XXI, 2009
2008
Decentralized architecture for resource management of group-based distributed systems.
Frontiers Comput. Sci. China, 2008
Proceedings of the 17th International Conference on World Wide Web, 2008
Approaching the Interconnection of Heterogeneous Knowledge Bases on a Knowledge Grid.
Proceedings of the Fourth International Conference on Semantics, Knowledge and Grid, 2008
Proceedings of the 9th International Conference on Mobile Data Management (MDM 2008), 2008
Dynamic Cross-domain Link Creation for Interconnection of Heterogeneous Knowledge Bases.
Proceedings of the ISUC 2008, 2008
A Vector Space Model on Hierarchical Structures with Dynamic Mapping Operator Creation.
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2008
Proceedings of the Information Modelling and Knowledge Bases XX, 2008
2007
Knowledge Cluster Systems for Knowledge Sharing, Analysis and Delivery among Remote Sites.
Proceedings of the Information Modelling and Knowledge Bases XIX, 2007
2006
Proceedings of the 7th International Conference on Mobile Data Management (MDM 2006), 2006
u-Cam: A User-Driven Control Mechanism for Ubiquitous Cameras and Its Content Management.
Proceedings of the 7th International Conference on Mobile Data Management (MDM 2006), 2006
Proceedings of the Managing Knowledge in a World of Networks, 2006
Proceedings of the Fourth International Conference on Creating, 2006
2005
Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005
ImageAspect Finder/Difference-Amplifier: Focusing on Peripheral Information for Image Search and Browsing.
Proceedings of the Web Technologies Research and Development - APWeb 2005, 7th Asia-Pacific Web Conference, Shanghai, China, March 29, 2005
2004
Discovering aspect-based correlation of Web contents for cross-media information retrieval.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004
WebBoard: a new display and browsing concept for Web content in public areas.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004
Guiding Web Search by Third-party Viewpoints: Browsing Retrieval Results by Referential Contexts in Web.
Proceedings of the Database and Expert Systems Applications, 15th International Conference, 2004
Proceedings of the Database and Expert Systems Applications, 15th International Conference, 2004
Proceedings of the Database Systems for Advances Applications, 2004
Proceedings of the 2004 Conference on Creating, 2004
Proceedings of the Advanced Web Technologies and Applications, 2004
2003
Image Retrieval by Web Context: Filling the Gap between Image Keywords and Usage Keywords.
Proceedings of the Database and Expert Systems Applications, 14th International Conference, 2003
1998
Proceedings of the Advanced Multimedia Content Processing, First International Conference, 1998
1997
Proceedings of the Database and Expert Systems Applications, 8th International Conference, 1997