2024
Web service embedding: Representing the invocation association between services with practical-valued vectors.
Expert Syst. Appl., March, 2024
A Multimodal Transfer Learning Approach Using PubMedCLIP for Medical Image Classification.
IEEE Access, 2024
2023
Constraint-Driven Complexity-Aware Data Science Workflow for AutoBDA.
IEEE Trans. Big Data, December, 2023
Finding Stable Periodic-Frequent Itemsets in Big Columnar Databases.
IEEE Access, 2023
Patient Similarity using Electronic Health Records and Self-supervised Learning.
Proceedings of the 16th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2023
AI to Judge AI-Generated Images: Both Semantics and Perception Matter.
Proceedings of the 13th IEEE International Conference on Consumer Electronics - Berlin, 2023
Predicting Depression on Twitter with Word Embedding by Pretrained Language Model.
Proceedings of the 12th International Conference on Awareness Science and Technology, 2023
2022
Comparison of Neural Language Modeling Pipelines for Outcome Prediction From Unstructured Medical Text Notes.
IEEE Access, 2022
Semantic Repository for Automatic Deep Learning Generation.
Proceedings of the 16th IEEE International Conference on Semantic Computing, 2022
Towards Quantum Scalable Data for Heterogeneous Computing Environments.
Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2022
Quantum Machine Learning with Quantum Image Representations.
Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2022
Towards QoE Management for Post-Pandemic Online Learning : Invited Paper.
Proceedings of the 14th International Conference on Knowledge and Systems Engineering, 2022
Towards Efficient Discovery of Stable Periodic Patterns in Big Columnar Temporal Databases.
Proceedings of the Advances and Trends in Artificial Intelligence. Theory and Practices in Artificial Intelligence, 2022
Web-based Automatic Deep Learning Service Generation System by Ontology Technologies.
Proceedings of the 25th IEEE International Conference on Computational Science and Engineering, 2022
Optimization of Biomedical Language Model with Optuna and a Sentencepiece Tokenization for NER.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022
2021
QoS-Aware Data Placement for MapReduce Applications in Geo-Distributed Data Centers.
IEEE Trans. Engineering Management, 2021
Semantic Service Clustering With Lightweight BERT-Based Service Embedding Using Invocation Sequences.
IEEE Access, 2021
Impact of Practical Skills on Academic Performance: A Data-Driven Analysis.
IEEE Access, 2021
Challenges and Exit Strategies for Adapting Interactive Online Education Amid the Pandemic and its Aftermath.
Proceedings of the 2021 IEEE International Conference on Engineering, 2021
Dynamic Service Recommendation Using Lightweight BERT-based Service Embedding in Edge Computing.
Proceedings of the 14th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2021
Performance Comparision of TPU, GPU, CPU on Google Colaboratory Over Distributed Deep Learning.
Proceedings of the 14th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2021
Distributed Neural Network with TensorFlow on Human Activity Recognition Over Multicore TPU.
Proceedings of the 14th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2021
Automatic Classification for Ontology Generation by Pretrained Language Model.
Proceedings of the Advances and Trends in Artificial Intelligence. Artificial Intelligence Practices, 2021
2020
Context-Aware Web Service Clustering and Visualization.
Int. J. Web Serv. Res., 2020
Strengthening Post-Disaster Management Activities by Rating Social Media Corpus.
Int. J. Syst. Serv. Oriented Eng., 2020
A Lightweight Transformer with Convolutional Attention.
Proceedings of the 11th International Conference on Awareness Science and Technology, 2020
Feature Extraction with Triplet Loss to Classify Disease on Leaf Data.
Proceedings of the 11th International Conference on Awareness Science and Technology, 2020
Web Service Composition Sequence Learning Based on Neural Language Networks.
Proceedings of the 14th IEEE International Conference on Big Data Science and Engineering, 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
Pneumonia Outcome Prediction Using Structured And Unstructured Data From EHR.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020
Resolving Lexical Ambiguity in English-Japanese Neural Machine Translation.
Proceedings of the AICCC 2020: 2020 3rd Artificial Intelligence and Cloud Computing Conference, 2020
2019
Transformation-Based Streaming Workflow Allocation on Geo-Distributed Datacenters for Streaming Big Data Processing.
IEEE Trans. Serv. Comput., 2019
Extraction of Taxonomic Relation of Complex Terms by Recurrent Neural Network.
Proceedings of the 2019 IEEE International Conference on Cognitive Computing, 2019
Adaptable Deep Learning Generation by Automatic Service Composition.
Proceedings of the 2019 IEEE International Conference on Web Services, 2019
Automating Big Data Analysis Based on Deep Learning Generation by Automatic Service Composition.
Proceedings of the 2019 IEEE International Conference on Data Science and Advanced Analytics, 2019
2018
A cost minimization data allocation algorithm for dynamic datacenter resizing.
J. Parallel Distributed Comput., 2018
Specificity-Aware Ontology Generation for Improving Web Service Clustering.
IEICE Trans. Inf. Syst., 2018
DC programming for solving a sparse modeling problem of video key frame extraction.
Digit. Signal Process., 2018
QoS-Aware Rule-Based Traffic-Efficient Multiobjective Service Selection in Big Data Space.
IEEE Access, 2018
On-Line Cost-Aware Workflow Allocation in Heterogeneous Computing Environments.
Proceedings of the 12th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2018
Classification of Taxonomical Relationship by Word Embedding.
Proceedings of the 2018 IEEE International Conference on Cognitive Computing, 2018
Improving Service Recommendation by Alleviating the Sparsity with a Novel Ontology-Based Clustering.
Proceedings of the 2018 IEEE International Conference on Web Services, 2018
Evaluation of Web Service Recommendation Performance via Sparsity Alleviating by Specificity-Aware Ontology-Based Clustering.
Proceedings of the 9th International Conference on Awareness Science and Technology, 2018
Analysis of Web Service Using Word Embedding by Deep Learning.
Proceedings of the 9th International Conference on Awareness Science and Technology, 2018
Twitter and Online News analytics for Enhancing Post-Natural Disaster Management Activities.
Proceedings of the 9th International Conference on Awareness Science and Technology, 2018
2017
Cost-Aware Streaming Workflow Allocation on Geo-Distributed Data Centers.
IEEE Trans. Computers, 2017
Discovering internal social relationship for influence-aware service recommendation.
Multim. Tools Appl., 2017
Efficient Service Discovery Using Social Service Network Based on Big Data Infrastructure.
Proceedings of the 11th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2017
Key Frame Extraction from Video Based on Determinant-Type of Sparse Measure and DC Programming.
Proceedings of the 11th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2017
Constraint-Driven Dynamic Workflow for Automation of Big Data Analytics Based on GraphPlan.
Proceedings of the 2017 IEEE International Conference on Web Services, 2017
Improving Web Service Clustering through a Novel Ontology Generation Method by Domain Specificity.
Proceedings of the 2017 IEEE International Conference on Web Services, 2017
An efficient algorithm for web service selection based on local selection in large scale.
Proceedings of the IEEE 8th International Conference on Awareness Science and Technology, 2017
Stock market analysis from Twitter and news based on streaming big data infrastructure.
Proceedings of the IEEE 8th International Conference on Awareness Science and Technology, 2017
QoS and Customizable Transaction-Aware Selection for Big Data Analytics on Automatic Service Composition.
Proceedings of the 2017 IEEE International Conference on Services Computing, 2017
QoS Aware Service Clustering to Bootstrap the Web Service Selection.
Proceedings of the 2017 IEEE International Conference on Services Computing, 2017
2016
Tology-Aware Optimal Data Placement Algorithm for Network Traffic Optimization.
IEEE Trans. Computers, 2016
Analysis of data distribution to classify data based on taxonomy hierarchy.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016
Big Data Analytic Service Discovery Using Social Service Network with Domain Ontology and Workflow Awareness.
Proceedings of the IEEE International Conference on Web Services, 2016
Situation awareness based on big data analysis.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2016
Workflow Transformation for Real-Time Big Data Processing.
Proceedings of the 2016 IEEE International Congress on Big Data, San Francisco, CA, USA, June 27, 2016
Cluster-Based Web Service Recommendation.
Proceedings of the IEEE International Conference on Services Computing, 2016
Fast Social Service Network Construction Using Map-Reduce for Efficient Service Discovery.
Proceedings of the IEEE International Conference on Services Computing, 2016
QoS-Aware Traffic-Efficient Web Service Selection over BigData Space.
Proceedings of the 2016 IEEE International Conference on Computer and Information Technology, 2016
2015
Constructing a Global Social Service Network for Better Quality of Web Service Discovery.
IEEE Trans. Serv. Comput., 2015
Toward Better Quality of Service Composition Based on a Global Social Service Network.
IEEE Trans. Parallel Distributed Syst., 2015
Innovative Product Design using Metaontology with Semantic TRIZ.
Int. J. Inf. Retr. Res., 2015
Privacy Issues in SOAP Message Exchange Pattern for Social Services.
Fundam. Informaticae, 2015
Ontology-Based Workflow Generation for Intelligent Big Data Analytics.
Proceedings of the 2015 IEEE International Conference on Web Services, 2015
Onotology-based service discovery for intelligent Big Data analytics.
Proceedings of the IEEE 7th International Conference on Awareness Science and Technology, 2015
Investigation of network traffic in geo-distributed data centers.
Proceedings of the IEEE 7th International Conference on Awareness Science and Technology, 2015
Topology-aware Heuristic Data Allocation Algorithm for Big Data Infrastructure.
Proceedings of the First IEEE International Conference on Big Data Computing Service and Applications, 2015
Intelligent Big Data Analysis Architecture Based on Automatic Service Composition.
Proceedings of the 2015 IEEE International Congress on Big Data, New York City, NY, USA, June 27, 2015
2014
A Scalable Architecture for Automatic Service Composition.
IEEE Trans. Serv. Comput., 2014
Web Service Clustering using a Hybrid Term-Similarity Measure with Ontology Learning.
Int. J. Web Serv. Res., 2014
A Data Model for Object-Based Seamless Digital Map Using Digital Map 2.0.
Proceedings of the Web-Age Information Management, 2014
Meta-framework for semantic TRIZ.
Proceedings of the 2014 IEEE International Symposium on Independent Computing, 2014
Context-Aware Filtering and Visualization of Web Service Clusters.
Proceedings of the 2014 IEEE International Conference on Web Services, 2014
One pass preprocessing for token-based source code clone detection.
Proceedings of the IEEE 6th International Conference on Awareness Science and Technology, 2014
Recommendation for Web services with domain specific context awareness.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence and Data Mining, 2014
Ontology learning with complex data type for Web service clustering.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence and Data Mining, 2014
Context Aware Post-filtering for Web Service Clustering.
Proceedings of the IEEE International Conference on Services Computing, SCC 2014, Anchorage, AK, USA, June 27, 2014
2013
Interlinking Distributed Services for Workflow-as-a-Service Based on Linked Data.
J. Adv. Comput. Intell. Intell. Informatics, 2013
Improving efficiency of service discovery using Linked data-based service publication.
Inf. Syst. Frontiers, 2013
Semantic pattern templates for automating business choreography on web services.
Int. J. Bus. Process. Integr. Manag., 2013
Web-Service Clustering with a Hybrid of Ontology Learning and Information-Retrieval-Based Term Similarity.
Proceedings of the 2013 IEEE 20th International Conference on Web Services, Santa Clara, CA, USA, June 28, 2013
Constructing Web-scale functional map on global social service network for workflow-as-a-service.
Proceedings of the International Joint Conference on Awareness Science and Technology & Ubi-Media Computing, 2013
Calculating word similarity for context aware web service clustering.
Proceedings of the International Joint Conference on Awareness Science and Technology & Ubi-Media Computing, 2013
Web service filtering and visualization with context aware similarity to bootstrap clustering.
Proceedings of the International Joint Conference on Awareness Science and Technology & Ubi-Media Computing, 2013
Customizable active situation awareness framework based on meta-process in ontology.
Proceedings of the International Joint Conference on Awareness Science and Technology & Ubi-Media Computing, 2013
Awareness of social influence on linked social service.
Proceedings of the 2013 IEEE International Conference on Cybernetics, 2013
Big Data Infrastructure for Active Situation Awareness on Social Network Services.
Proceedings of the IEEE International Congress on Big Data, 2013
Clustering and Spherical Visualization of Web Services.
Proceedings of the 2013 IEEE International Conference on Services Computing, Santa Clara, CA, USA, June 28, 2013
Service Discovery Based on Objective and Subjective Measures.
Proceedings of the 2013 IEEE International Conference on Services Computing, Santa Clara, CA, USA, June 28, 2013
Awareness of Social Influence for Service Recommendation.
Proceedings of the 2013 IEEE International Conference on Services Computing, Santa Clara, CA, USA, June 28, 2013
2012
Linked Social Service: Evolving from an Isolated Service into a Global Social Service Network.
Proceedings of the 2012 IEEE 19th International Conference on Web Services, 2012
A Self-training with Active Example Selection Criterion for Biomedical Named Entity Recognition.
Proceedings of the Convergence and Hybrid Information Technology, 2012
Active situation awareness framework for social network services.
Proceedings of the 4th International Conference on Awareness Science and Technology, 2012
Connecting isolated service islands into Global Social Service Network.
Proceedings of the 4th International Conference on Awareness Science and Technology, 2012
Global service space for workflow as a service.
Proceedings of the 4th International Conference on Awareness Science and Technology, 2012
Service discovery based on tree structure.
Proceedings of the 4th International Conference on Awareness Science and Technology, 2012
Prediction of Web User Behavior by Discovering Temporal Relational Rules from Web Log Data.
Proceedings of the Database and Expert Systems Applications, 2012
Linked Social Service: Connecting Isolated Services into a Global Social Service Network.
Proceedings of the 2012 IEEE Asia-Pacific Services Computing Conference, 2012
Global Service Space Construction and Its Application to Workflow as a Service.
Proceedings of the 2012 IEEE Ninth International Conference on Services Computing, 2012
2011
A Functional - Scalable Architecture for Automatic Service Composition.
Proceedings of the World Congress on Services, 2011
Identification of Semistructured Abstract Nonfunctional Properties for Automatic Service Composition.
Proceedings of the IEEE International Conference on Web Services, 2011
Information infrastructure for innovative product design in SCM using semantic TRIZ.
Proceedings of the 3rd International Conference on Awareness Science and Technology, 2011
Classification of malicious web code by machine learning.
Proceedings of the 3rd International Conference on Awareness Science and Technology, 2011
2010
Recommendation System Using Weighted TF-IDF and Naive Bayes Classifiers on RSS Contents.
J. Adv. Comput. Intell. Intell. Informatics, 2010
Semantic words similarity in triple relation using intermediate concept by PLSI.
Proceedings of the IEEE International Conference on Systems, 2010
Design of user interface for Automatic Service Composition.
Proceedings of the IEEE International Conference on Systems, 2010
Scalable Orchestration Strategy for Automatic Service Composition.
Proceedings of the 10th IEEE International Conference on Computer and Information Technology, 2010
2009
Transformation of Intermediate Nonfunctional Properties for Automatic Service Composition.
Proceedings of the Service-Oriented Computing. ICSOC/ServiceWave 2009 Workshops, 2009
Modeling and Transforming Abstract Constraints for Automatic Service Composition.
Proceedings of the Ninth IEEE International Conference on Computer and Information Technology, 2009
2008
Transforming Abstract QoS Requirements, Preferences, and Logic Constraints for Automatic Web Service Composition.
Proceedings of the 2008 IEEE International Conference on Web Services (ICWS 2008), 2008
Design of General User Interface for Automatic Web Service Composition.
Proceedings of the Japan-China Joint Workshop on Frontier of Computer Science and Technology, 2008
2007
Ontology querying and its software component for design support in supply chains.
Int. J. Agent Oriented Softw. Eng., 2007
Pattern Templates for Automating Business Choreography on Web Services.
Proceedings of the 21st International Conference on Advanced Information Networking and Applications (AINA 2007), 2007
Automatic Web Services Composition Using Combining HTN and CSP.
Proceedings of the Seventh International Conference on Computer and Information Technology (CIT 2007), 2007
2006
A Framework for Intelligent Web Services: Combined HTN and CSP Approach.
Proceedings of the 2006 IEEE International Conference on Web Services (ICWS 2006), 2006
A Flexible and Dynamic CSP Solver for Web Service Composition in the Semantic Web Environment.
Proceedings of the Sixth International Conference on Computer and Information Technology (CIT 2006), 2006
2005
Software Component Architecture for an Information Infrastructure to Support Innovative Product Design in a Supply Chain.
J. Organ. Comput. Electron. Commer., 2005
Planning and Composition of Web Services with Dynamic Constraints Using Situation Calculus.
Proceedings of the Fifth International Conference on Computer and Information Technology (CIT 2005), 2005
2004
Automating Design Support in Supply Chains on Semantic Web Services.
Proceedings of the WWW2004 Workshop on Application Design, 2004
Intelligent Agent to Support Design in Supply Chain Based on Semantic Web Services.
Proceedings of the 4th International Conference on Hybrid Intelligent Systems (HIS 2004), 2004
Automating Business Transaction and Negotiation in Supply Chains Using Web Service Composition.
Proceedings of the 2004 International Conference on Computer and Information Technology (CIT 2004), 2004
2003
An affiliated search system for an electronic commerce and software component architecture.
Inf. Softw. Technol., 2003