Incheon Paik

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 63

Top Venues

Publications

Hong N. Dao, Tuyen Nguyen, Chérubin Mugisha, Incheon Paik
A Multimodal Transfer Learning Approach Using PubMedCLIP for Medical Image Classification. IEEE Access 12 (2024)
Kungan Zeng, Incheon Paik
Web service embedding: Representing the invocation association between services with practical-valued vectors. Expert Syst. Appl. 238 (Part F) (2024)
T. H. Akila S. Siriweera, Incheon Paik, Huawei Huang
Constraint-Driven Complexity-Aware Data Science Workflow for AutoBDA. IEEE Trans. Big Data 9 (6) (2023)
Jean Flaherty, Chibuike Onuoha, Incheon Paik, Truong Cong Thang
AI to Judge AI-Generated Images: Both Semantics and Perception Matter. ICCE-Berlin (2023)
Zheqi Shen, Incheon Paik
Predicting Depression on Twitter with Word Embedding by Pretrained Language Model. iCAST (2023)
Hong N. Dao, Penugonda Ravikumar, Palla Likhitha, Rage Uday Kiran, Yutaka Watanobe, Incheon Paik
Finding Stable Periodic-Frequent Itemsets in Big Columnar Databases. IEEE Access 11 (2023)
Hong N. Dao, Incheon Paik
Patient Similarity using Electronic Health Records and Self-supervised Learning. MCSoC (2023)
Truong Cong Thang, Yutaka Watanobe, Rage Uday Kiran, Incheon Paik
Towards QoE Management for Post-Pandemic Online Learning : Invited Paper. KSE (2022)
Chérubin Mugisha, Incheon Paik
Comparison of Neural Language Modeling Pipelines for Outcome Prediction From Unstructured Medical Text Notes. IEEE Access 10 (2022)
Hong N. Dao, Penugonda Ravikumar, P. Likitha, Bathala Venus Vikranth Raj, R. Uday Kiran, Yutaka Watanobe, Incheon Paik
Towards Efficient Discovery of Stable Periodic Patterns in Big Columnar Temporal Databases. IEA/AIE (2022)
Tuyen Nguyen, Incheon Paik, Hiroyuki Sagawa, Truong Cong Thang
Towards Quantum Scalable Data for Heterogeneous Computing Environments. QCE (2022)
Incheon Paik
Semantic Repository for Automatic Deep Learning Generation. ICSC (2022)
Incheon Paik, Kungan Zeng, Munhan Bae
Web-based Automatic Deep Learning Service Generation System by Ontology Technologies. CSE (2022)
Chérubin Mugisha, Incheon Paik
Optimization of Biomedical Language Model with Optuna and a Sentencepiece Tokenization for NER. BIBM (2022)
Tuyen Nguyen, Incheon Paik, Hiroyuki Sagawa, Truong Cong Thang
Quantum Machine Learning with Quantum Image Representations. QCE (2022)
Atsushi Oba, Incheon Paik, Ayato Kuwana
Automatic Classification for Ontology Generation by Pretrained Language Model. IEA/AIE (1) (2021)
Md. Mostafizer Rahman, Yutaka Watanobe, Rage Uday Kiran, Truong Cong Thang, Incheon Paik
Impact of Practical Skills on Academic Performance: A Data-Driven Analysis. IEEE Access 9 (2021)
Md. Mostafizer Rahman, Yutaka Watanobe, Rage Uday Kiran, Truong Cong Thang, Incheon Paik
Challenges and Exit Strategies for Adapting Interactive Online Education Amid the Pandemic and its Aftermath. TALE (2021)
Kungan Zeng, Incheon Paik
Dynamic Service Recommendation Using Lightweight BERT-based Service Embedding in Edge Computing. MCSoC (2021)
Kungan Zeng, Incheon Paik
Semantic Service Clustering With Lightweight BERT-Based Service Embedding Using Invocation Sequences. IEEE Access 9 (2021)
Haklin Kimm, Incheon Paik, Hanke Kimm
Performance Comparision of TPU, GPU, CPU on Google Colaboratory Over Distributed Deep Learning. MCSoC (2021)
Wuhui Chen, Baichuan Liu, Incheon Paik, Zhenni Li, Zibin Zheng
QoS-Aware Data Placement for MapReduce Applications in Geo-Distributed Data Centers. IEEE Trans. Engineering Management 68 (1) (2021)
Haklin Kimm, Incheon Paik
Distributed Neural Network with TensorFlow on Human Activity Recognition Over Multicore TPU. MCSoC (2021)
Quang-Minh Do, Kungan Zeng, Incheon Paik
Resolving Lexical Ambiguity in English-Japanese Neural Machine Translation. AICCC (2020)
Kungan Zeng, Incheon Paik
A Lightweight Transformer with Convolutional Attention. iCAST (2020)
Banage T. G. S. Kumara, Incheon Paik, Yuichi Yaguchi
Context-Aware Web Service Clustering and Visualization. Int. J. Web Serv. Res. 17 (4) (2020)
Banujan Kuhaneswaran, Banage T. G. S. Kumara, Incheon Paik
Strengthening Post-Disaster Management Activities by Rating Social Media Corpus. Int. J. Syst. Serv. Oriented Eng. 10 (1) (2020)
Ty V. Nguyen, Incheon Paik
Feature Extraction with Triplet Loss to Classify Disease on Leaf Data. iCAST (2020)
Chérubin Mugisha, Incheon Paik
Pneumonia Outcome Prediction Using Structured And Unstructured Data From EHR. BIBM (2020)
R. Uday Kiran, Sadanori Ito, Minh-Son Dao, Koji Zettsu, Cheng-Wei Wu, Yutaka Watanobe, Incheon Paik, Truong Cong Thang
Distributed Mining of Spatial High Utility Itemsets in Very Large Spatiotemporal Databases using Spark In-Memory Computing Architecture. IEEE BigData (2020)
Kungan Zeng, Incheon Paik
Web Service Composition Sequence Learning Based on Neural Language Networks. BigDataSE (2020)
Wuhui Chen, Incheon Paik, Patrick C. K. Hung
Transformation-Based Streaming Workflow Allocation on Geo-Distributed Datacenters for Streaming Big Data Processing. IEEE Trans. Serv. Comput. 12 (4) (2019)
Incheon Paik, Ryo Ataka
Adaptable Deep Learning Generation by Automatic Service Composition. ICWS (2019)
Atsushi Oba, Incheon Paik
Extraction of Taxonomic Relation of Complex Terms by Recurrent Neural Network. ICCC (2019)
Incheon Paik, T. H. Akila S. Siriweera
Automating Big Data Analysis Based on Deep Learning Generation by Automatic Service Composition. DSAA (2019)
Rupasingha A. H. M. Rupasingha, Incheon Paik
Improving Service Recommendation by Alleviating the Sparsity with a Novel Ontology-Based Clustering. ICWS (2018)
Kazuki Omine, Incheon Paik
Classification of Taxonomical Relationship by Word Embedding. ICCC (2018)
Rupasingha A. H. M. Rupasingha, Incheon Paik
Evaluation of Web Service Recommendation Performance via Sparsity Alleviating by Specificity-Aware Ontology-Based Clustering. iCAST (2018)
K. Banujan., Banage T. G. S. Kumara, Incheon Paik
Twitter and Online News analytics for Enhancing Post-Natural Disaster Management Activities. iCAST (2018)
Rupasingha A. H. M. Rupasingha, Incheon Paik, Banage T. G. S. Kumara
Specificity-Aware Ontology Generation for Improving Web Service Clustering. IEICE Trans. Inf. Syst. (8) (2018)
Takeyuki Miyagi, Rupasingha A. H. M. Rupasingha, Incheon Paik
Analysis of Web Service Using Word Embedding by Deep Learning. iCAST (2018)
Incheon Paik, Yuji Ishizuka, Quang-Minh Do, Wuhui Chen
On-Line Cost-Aware Workflow Allocation in Heterogeneous Computing Environments. MCSoC (2018)
Benying Tan, Yujie Li, Shuxue Ding, Incheon Paik, Atsunori Kanemura
DC programming for solving a sparse modeling problem of video key frame extraction. Digit. Signal Process. 83 (2018)
T. H. Akila S. Siriweera, Incheon Paik
QoS-Aware Rule-Based Traffic-Efficient Multiobjective Service Selection in Big Data Space. IEEE Access 6 (2018)
Wuhui Chen, Incheon Paik, Zhenni Li, Neil Y. Yen
A cost minimization data allocation algorithm for dynamic datacenter resizing. J. Parallel Distributed Comput. 118 (Part) (2018)
Rupasingha A. H. M. Rupasingha, Incheon Paik, Banage T. G. S. Kumara
Improving Web Service Clustering through a Novel Ontology Generation Method by Domain Specificity. ICWS (2017)
Wuhui Chen, Incheon Paik, Neil Y. Yen
Discovering internal social relationship for influence-aware service recommendation. Multim. Tools Appl. 76 (18) (2017)
Wuhui Chen, Incheon Paik, Zhenni Li
Cost-Aware Streaming Workflow Allocation on Geo-Distributed Data Centers. IEEE Trans. Computers 66 (2) (2017)
T. H. Akila S. Siriweera, Incheon Paik, Banage T. G. S. Kumara
QoS and Customizable Transaction-Aware Selection for Big Data Analytics on Automatic Service Composition. SCC (2017)
Incheon Paik, Yutaka Koshiba, T. H. Akila S. Siriweera
Efficient Service Discovery Using Social Service Network Based on Big Data Infrastructure. MCSoC (2017)
Yujie Li, Benying Tan, Shuxue Ding, Incheon Paik, Atsunori Kanemura
Key Frame Extraction from Video Based on Determinant-Type of Sparse Measure and DC Programming. MCSoC (2017)
Chungho Lee, Incheon Paik
Stock market analysis from Twitter and news based on streaming big data infrastructure. iCAST (2017)
Thenuwara Hannadige Akila Sanjaya Siriweera, Incheon Paik, Banage Thanne Gedara Samantha Kumara
Constraint-Driven Dynamic Workflow for Automation of Big Data Analytics Based on GraphPlan. ICWS (2017)
Sheng Zhang, Incheon Paik
An efficient algorithm for web service selection based on local selection in large scale. iCAST (2017)
Banage T. G. S. Kumara, Incheon Paik, T. H. A. S. Siriweera, Koswatte R. C. Koswatte
QoS Aware Service Clustering to Bootstrap the Web Service Selection. SCC (2017)
Wuhui Chen, Incheon Paik, Zhenni Li
Tology-Aware Optimal Data Placement Algorithm for Network Traffic Optimization. IEEE Trans. Computers 65 (8) (2016)
Yuji Ishizuka, Wuhui Chen, Incheon Paik
Workflow Transformation for Real-Time Big Data Processing. BigData Congress (2016)
Yutaka Koshiba, Incheon Paik, Wuhui Chen
Fast Social Service Network Construction Using Map-Reduce for Efficient Service Discovery. SCC (2016)
T. H. Akila S. Siriweera, Incheon Paik, Banage T. G. S. Kumara
QoS-Aware Traffic-Efficient Web Service Selection over BigData Space. CIT (2016)
T. H. Akila S. Siriweera, Incheon Paik, Jia Zhang, Banage T. G. S. Kumara
Big Data Analytic Service Discovery Using Social Service Network with Domain Ontology and Workflow Awareness. ICWS (2016)
Banage T. G. S. Kumara, Incheon Paik, T. H. A. S. Siriweera, Koswatte R. C. Koswatte
Cluster-Based Web Service Recommendation. SCC (2016)
Incheon Paik
Situation awareness based on big data analysis. ICMLC (2016)
Incheon Paik, Satoshi Hotta, Wuhui Chen
Analysis of data distribution to classify data based on taxonomy hierarchy. SMC (2016)
Koswatte R. C. Koswatte, Incheon Paik, Wonhee Park, Banage T. G. S. Kumara
Innovative Product Design using Metaontology with Semantic TRIZ. Int. J. Inf. Retr. Res. 5 (2) (2015)
Yutaka Koshiba, Wuhui Chen, Yuichi Yamada, Takazumi Tanaka, Incheon Paik
Investigation of network traffic in geo-distributed data centers. iCAST (2015)
T. H. A. S. Siriweera, Incheon Paik, Banage T. G. S. Kumara, Koswatte R. C. Koswatta
Intelligent Big Data Analysis Architecture Based on Automatic Service Composition. BigData Congress (2015)
Wuhui Chen, Incheon Paik, Patrick C. K. Hung
Privacy Issues in SOAP Message Exchange Pattern for Social Services. Fundam. Informaticae 137 (2) (2015)
T. H. Akila S. Siriweera, Incheon Paik, Banage T. G. S. Kumara
Onotology-based service discovery for intelligent Big Data analytics. iCAST (2015)
Wuhui Chen, Incheon Paik
Toward Better Quality of Service Composition Based on a Global Social Service Network. IEEE Trans. Parallel Distributed Syst. 26 (5) (2015)
Wuhui Chen, Incheon Paik, Patrick C. K. Hung
Constructing a Global Social Service Network for Better Quality of Web Service Discovery. IEEE Trans. Serv. Comput. 8 (2) (2015)
Wuhui Chen, Banage T. G. S. Kumara, Incheon Paik, Zhenni Li
Topology-aware Heuristic Data Allocation Algorithm for Big Data Infrastructure. BigDataService (2015)
Banage T. G. S. Kumara, Incheon Paik, Jia Zhang, T. H. A. S. Siriweera, Koswatte R. C. Koswatte
Ontology-Based Workflow Generation for Intelligent Big Data Analytics. ICWS (2015)
Koswatte R. C. Koswatte, Incheon Paik, Banage T. G. S. Kumara
Meta-framework for semantic TRIZ. ISIC (2014)
Banage T. G. S. Kumara, Incheon Paik, Hiroki Ohashi, Wuhui Chen, Koswatte R. C. Koswatte
Context Aware Post-filtering for Web Service Clustering. IEEE SCC (2014)
Banage T. G. S. Kumara, Incheon Paik, Wuhui Chen, Keun Ho Ryu
Web Service Clustering using a Hybrid Term-Similarity Measure with Ontology Learning. Int. J. Web Serv. Res. 11 (2) (2014)
Hyeongsoo Kim, Hyun Woo Park, Wonwoo Cho, Incheon Paik, Keun Ho Ryu
A Data Model for Object-Based Seamless Digital Map Using Digital Map 2.0. WAIM Workshops (2014)
Incheon Paik, Wuhui Chen, Michael N. Huhns
A Scalable Architecture for Automatic Service Composition. IEEE Trans. Serv. Comput. 7 (1) (2014)
Dingkun Li, Minghao Piao, Ho-Sun Shon, Keun Ho Ryu, Incheon Paik
One pass preprocessing for token-based source code clone detection. iCAST (2014)
Banage T. G. S. Kumara, Incheon Paik, Hiroki Ohashi, Yuichi Yaguchi, Wuhui Chen
Context-Aware Filtering and Visualization of Web Service Clusters. ICWS (2014)
Banage T. G. S. Kumara, Incheon Paik, Koswatte R. C. Koswatte, Wuhui Chen
Ontology learning with complex data type for Web service clustering. CIDM (2014)
Banage T. G. S. Kumara, Incheon Paik, Koswatte R. C. Koswatte, Wuhui Chen
Recommendation for Web services with domain specific context awareness. CIDM (2014)
Banage T. G. S. Kumara, Incheon Paik, Wuhui Chen
Web-Service Clustering with a Hybrid of Ontology Learning and Information-Retrieval-Based Term Similarity. ICWS (2013)
Banage T. G. S. Kumara, Incheon Paik, Hiroki Ohashi, Yuichi Yaguchi
Web service filtering and visualization with context aware similarity to bootstrap clustering. iCAST/UMEDIA (2013)
Banage T. G. S. Kumara, Yuichi Yaguchi, Incheon Paik, Wuhui Chen
Clustering and Spherical Visualization of Web Services. IEEE SCC (2013)
Wuhui Chen, Incheon Paik, Tetsuya Tashiro
Interlinking Distributed Services for Workflow-as-a-Service Based on Linked Data. J. Adv. Comput. Intell. Intell. Informatics 17 (4) (2013)
Victor W. Chu, Raymond K. Wong, Wuhui Chen, Incheon Paik, Chi-Hung Chi
Service Discovery Based on Objective and Subjective Measures. IEEE SCC (2013)
Wuhui Chen, Incheon Paik, Takazumi Tanaka, Banage T. G. S. Kumara
Awareness of Social Influence for Service Recommendation. IEEE SCC (2013)
Ryohei Komiya, Incheon Paik, Keun Ho Ryu
Customizable active situation awareness framework based on meta-process in ontology. iCAST/UMEDIA (2013)
Tetsuya Tashiro, Wuhui Chen, Incheon Paik
Constructing Web-scale functional map on global social service network for workflow-as-a-service. iCAST/UMEDIA (2013)
Hiroki Ohashi, Incheon Paik, Banage T. G. S. Kumara
Calculating word similarity for context aware web service clustering. iCAST/UMEDIA (2013)
Incheon Paik, Wuhui Chen
Semantic pattern templates for automating business choreography on web services. Int. J. Bus. Process. Integr. Manag. 6 (2) (2013)
Wuhui Chen, Incheon Paik
Improving efficiency of service discovery using Linked data-based service publication. Inf. Syst. Frontiers 15 (4) (2013)
Wuhui Chen, Incheon Paik, Junbo Wang, Banage T. G. S. Kumara, Takazumi Tanaka
Awareness of social influence on linked social service. CYBCONF (2013)
Incheon Paik, Takazumi Tanaka, Hiroki Ohashi, Wuhui Chen
Big Data Infrastructure for Active Situation Awareness on Social Network Services. BigData Congress (2013)
Wuhui Chen, Incheon Paik, Tetsuya Tashiro, Daeyong Kang
Global service space for workflow as a service. iCAST (2012)
Xiuming Yu, Meijing Li, Incheon Paik, Keun Ho Ryu
Prediction of Web User Behavior by Discovering Temporal Relational Rules from Web Log Data. DEXA (2) (2012)
Incheon Paik, Ryohei Komiya, Wuhui Chen, Kyeongmu Lee
Active situation awareness framework for social network services. iCAST (2012)
Wuhui Chen, Incheon Paik, Patrick C. K. Hung
Linked Social Service: Connecting Isolated Services into a Global Social Service Network. APSCC (2012)
Wuhui Chen, Ryusuke Tashiro, Incheon Paik, Takazumi Tanaka
Connecting isolated service islands into Global Social Service Network. iCAST (2012)
Wuhui Chen, Incheon Paik, Ryohei Komiya
Global Service Space Construction and Its Application to Workflow as a Service. IEEE SCC (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Incheon Paik