John A. Miller

Orcid: 0009-0003-8145-1849

Affiliations:
  • University of Georgia, Department of Computer Science, Athens, USA


According to our database1, John A. Miller authored at least 145 papers between 1982 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of two.

Timeline

Legend:

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Bibliography

2024
A Survey of Deep Learning and Foundation Models for Time Series Forecasting.
CoRR, 2024

How Effective are Time Series Models for Pandemic Forecasting?
Proceedings of the Big Data - BigData 2024, 2024

2023
Decoding the Alphabet Soup of Degrees in the United States Postsecondary Education System Through Hybrid Method: Database and Text Mining.
CoRR, 2023

Microscopic Vehicular Traffic Simulation: Toward Online Calibration.
Proceedings of the Winter Simulation Conference, 2023

Classification Using Deep Transfer Learning on Structured Healthcare Data.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

On Transformer Autoregressive Decoding for Multivariate Time Series Forecasting.
Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023

Knowledge Enhanced Deep Learning: Application to Pandemic Prediction.
Proceedings of the 9th IEEE International Conference on Collaboration and Internet Computing, 2023

Exploring the Predictive Power of Correlation and Mutual Information in Attention Temporal Graph Convolutional Network for COVID-19 Forecasting.
Proceedings of the Big Data - BigData 2023, 2023

2022
EXPANSE: A Deep Continual / Progressive Learning System for Deep Transfer Learning.
CoRR, 2022

Microscopic Vehicular Traffic Simulation: Comparison of Calibration Techniques.
Proceedings of the Winter Simulation Conference, 2022

Research Directions in Process Modeling and Mining Using Knowledge Graphs and Machine Learning.
Proceedings of the Services Computing - SCC 2022, 2022

EXPANSE: A Continual and Progressive Learning System for Deep Transfer Learning.
Proceedings of the International Conference on Computational Science and Computational Intelligence, 2022

2021
Improving COVID-19 Forecasting using eXogenous Variables.
CoRR, 2021

Enhance COVID-19 Mortality Prediction with Human Mobility Trend and Medical Information.
Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021

Improving Neural Networks for Time-Series Forecasting using Data Augmentation and AutoML.
Proceedings of the Seventh IEEE International Conference on Big Data Computing Service and Applications, 2021

2020
Stereotype-Free Classification of Fictitious Faces.
CoRR, 2020

Video Contents Understanding using Deep Neural Networks.
CoRR, 2020

Traffic Incident Detection from Massive Multivariate Time-Series Data.
Proceedings of the Cognitive Computing - ICCC 2020, 2020

Gaussian Function On Response Surface Estimation.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019
Guest Editorial: Recent Advances in Web Services Research.
IEEE Trans. Serv. Comput., 2019

Breast Cancer Classification using Deep Transfer Learning on Structured Healthcare Data.
Proceedings of the 2019 IEEE International Conference on Data Science and Advanced Analytics, 2019

Knowledge and Situation-Aware Vehicle Traffic Forecasting.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Multi-step Short Term Traffic Flow Forecasting Using Temporal and Spatial Data.
Proceedings of the Big Data - BigData 2019, 2019

2018
Mining massive hierarchical data using a scalable probabilistic graphical model.
Inf. Sci., 2018

Forecasting Traffic Flow: Short Term, Long Term, and When It Rains.
Proceedings of the Big Data - BigData 2018, 2018

2017
Guest Editorial: Advances in Web Services Research.
IEEE Trans. Serv. Comput., 2017

Advanced tutorial on microscopic discrete-event traffic simulation.
Proceedings of the 2017 Winter Simulation Conference, 2017

Adding Support for Theory in Open Science Big Data.
Proceedings of the 2017 IEEE World Congress on Services, 2017

Using meta-learning for model type selection in predictive big data analytics.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Bayesian Networks with Structural Restrictions: Parallelization, Performance, and Efficient Cross-Validation.
Proceedings of the 2017 IEEE International Congress on Big Data, 2017

2016
Modeling traffic flow using simulation and Big Data analytics.
Proceedings of the Winter Simulation Conference, 2016

A big data platform integrating compressed linear algebra with columnar databases.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

Open Source Big Data Analytics Frameworks Written in Scala.
Proceedings of the 2016 IEEE International Congress on Big Data, San Francisco, CA, USA, June 27, 2016

2015
GELATO and SAGE: An Integrated Framework for MS Annotation.
CoRR, 2015

Mining Massive Hierarchical Data Using a Scalable Probabilistic Graphical Model.
CoRR, 2015

EUROCarbDB(CCRC): a EUROCarbDB node for storing glycomics standard data.
Bioinform., 2015

Using Semantics in Predictive Big Data Analytics.
Proceedings of the 2015 IEEE International Congress on Big Data, New York City, NY, USA, June 27, 2015

Research Directions for Big Data Graph Analytics.
Proceedings of the 2015 IEEE International Congress on Big Data, New York City, NY, USA, June 27, 2015

2014
Effective caching techniques for accelerating pattern matching queries.
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

PGMHD: A scalable probabilistic graphical model for massive hierarchical data problems.
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

DualIso: An Algorithm for Subgraph Pattern Matching on Very Large Labeled Graphs.
Proceedings of the 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27, 2014

2013
Supporting a modeling continuum in scalation: From predictive analytics to simulation modeling.
Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013

Open Service Network Analysis.
Proceedings of the 1st International IFIP Working Conference on Value-Driven Social Semantics & Collective Intelligence co-located with the 5th Annual ACM Web Science Conference (WebSci 2013), 2013

Improving Entity Linking Performance Using Frame Semantics.
Proceedings of the 2013 IEEE Seventh International Conference on Semantic Computing, 2013

A distributed vertex-centric approach for pattern matching in massive graphs.
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

Techniques for Graph Analytics on Big Data.
Proceedings of the IEEE International Congress on Big Data, 2013

2012
Suggestions for Galaxy Workflow Design Using Semantically Annotated Services.
Proceedings of the Formal Ontology in Information Systems, 2012

Towards efficient query processing on massive time-evolving graphs.
Proceedings of the 8th International Conference on Collaborative Computing: Networking, 2012

2011
DeMO: An Ontology for Discrete-event Modeling and Simulation.
Simul., 2011

Enhancing simulation composability and interoperability using conceptual/semantic/ontological models.
J. Simulation, 2011

Unicode in Domain-Specific Programming Languages for Modeling & Simulation: ScalaTion as a Case Study
CoRR, 2011

Sopt: ontology for simulation optimization for scientific experiments.
Proceedings of the Winter Simulation Conference 2011, 2011

Web Service Composition Using Service Suggestions.
Proceedings of the World Congress on Services, 2011

Enriching the Ontology for Biomedical Investigations (OBI) to Improve its Suitability for Web Service Annotations.
Proceedings of the 2nd International Conference on Biomedical Ontology, 2011

2010
EuPathDB: a portal to eukaryotic pathogen databases.
Nucleic Acids Res., 2010

TriTrypDB: a functional genomic resource for the Trypanosomatidae.
Nucleic Acids Res., 2010

The MACE Approach for Caching Mashups.
Int. J. Web Serv. Res., 2010

Using Domain Specific Language for modeling and simulation: ScalaTion as a case study.
Proceedings of the 2010 Winter Simulation Conference, 2010

Ranking-Based Suggestion Algorithms for Semantic Web Service Composition.
Proceedings of the 6th World Congress on Services, 2010

CoMaP: A Cooperative Overlay-Based Mashup Platform.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2010, 2010

Enhancing Scalability and Performance of Mashups Through Merging and Operator Reordering.
Proceedings of the IEEE International Conference on Web Services, 2010

2009
PlasmoDB: a functional genomic database for malaria parasites.
Nucleic Acids Res., 2009

GiardiaDB and TrichDB: integrated genomic resources for the eukaryotic protist pathogens <i>Giardia lamblia</i> and <i>Trichomonas vaginalis</i>.
Nucleic Acids Res., 2009

An Evaluation of Multiple Approaches for Federating Biological Data.
J. Inf. Technol. Res., 2009

Supporting Interoperability using the Discrete-event Modeling Ontology (DeMO).
Proceedings of the 2009 Winter Simulation Conference, 2009

Adapting the Galaxy Bioinformatics Tool to Support Semantic Web Service Composition.
Proceedings of the 2009 IEEE Congress on Services, Part I, 2009

MACE: A Dynamic Caching Framework for Mashups.
Proceedings of the IEEE International Conference on Web Services, 2009

A Declarative Approach using SAWSDL and Semantic Templates Towards Process Mediation.
Proceedings of the Semantic Web Services Challenge, Results from the First Year., 2009

2008
Panel discussion: What makes good research in modeling and simulation: Sustaining the growth and vitality of the M&S discipline.
Proceedings of the 2008 Winter Simulation Conference, Global Gateway to Discovery, 2008

WS-BioZard: A Wizard for Composing Bioinformatics Web Services.
Proceedings of the 2008 IEEE Congress on Services, Part I, 2008

Web Services Discovery Utilizing Semantically Annotated WSDL.
Proceedings of the Reasoning Web, 2008

GlycoVault: A Bioinformatics Infrastructure for Glycan Pathway Visualization, Analysis and Modeling.
Proceedings of the Fifth International Conference on Information Technology: New Generations (ITNG 2008), 2008

GlycoBrowser: A Tool for Contextual Visualization of Biological Data and Pathways Using Ontologies.
Proceedings of the Bioinformatics Research and Applications, 2008

Replication in Overlay Networks: A Multi-objective Optimization Approach.
Proceedings of the Collaborative Computing: Networking, 2008

2007
Impact of the Semantic Web on Modeling and Simulation.
Proceedings of the Handbook of Dynamic System Modeling., 2007

ApiDB: integrated resources for the apicomplexan bioinformatics resource center.
Nucleic Acids Res., 2007

Ontology Driven Data Mediation in Web Services.
Int. J. Web Serv. Res., 2007

From domain ontologies to modeling ontologies to executable simulation models.
Proceedings of the Winter Simulation Conference, 2007

Bringing Semantic Security To Semantic Web Services.
Proceedings of the Semantic Web: Real-World Applications from Industry, 2007

Spatial and Temporal Target Association through Semantic Analysis and GPS Data Mining.
Proceedings of the 2007 International Conference on Information & Knowledge Engineering, 2007

Automatic Composition of Semantic Web Services Using Process Mediation.
Proceedings of the ICEIS 2007, 2007

A Comparison of Federated Databases with Web Services for the Integration of Bioinformatics Data.
Proceedings of the International Conference on Bioinformatics & Computational Biology, 2007

2006
CryptoDB: a <i>Cryptosporidium</i> bioinformatics resource update.
Nucleic Acids Res., 2006

Ontology based representations of simulation models following the process interaction world view.
Proceedings of the Winter Simulation Conference WSC 2006, 2006

Designing Semantic Web Processes: The Wsdl-S Approach.
Proceedings of the Semantic Web Services, Processes and Applications, 2006

Optimal Adaptation in Web Processes with Coordination Constraints.
Proceedings of the 2006 IEEE International Conference on Web Services (ICWS 2006), 2006

Semantic Interoperability of Web Services - Challenges and Experiences.
Proceedings of the 2006 IEEE International Conference on Web Services (ICWS 2006), 2006

Expressing authorization in semantic web services.
Proceedings of the 2006 IEEE International Conference on Granular Computing, 2006

2005
Discovery of Web Services in a Multi-Ontology and Federated Registry Environment.
Int. J. Web Serv. Res., 2005

METEOR-S WSDI: A Scalable P2P Infrastructure of Registries for Semantic Publication and Discovery of Web Services.
Inf. Technol. Manag., 2005

Framework for Semantic Web Process Composition.
Int. J. Electron. Commer., 2005

Simulation and the semantic web.
Proceedings of the 37th Winter Simulation Conference, Orlando, FL, USA, December 4-7, 2005, 2005

Linking Semantics Web Service Efforts.
Proceedings of the ICWS 2005 Second International Workshop on Semantic and Dynamic Web Processes, 2005

A Semantic Template Based Designer for Web Processes.
Proceedings of the 2005 IEEE International Conference on Web Services (ICWS 2005), 2005

OpenWS-Transaction: Enabling Reliable Web Service Transactions.
Proceedings of the Service-Oriented Computing, 2005

Demonstrating Dynamic Configuration and Execution of Web Processes.
Proceedings of the Service-Oriented Computing, 2005

2004
Quality of service for workflows and web service processes.
J. Web Semant., 2004

Designing a high-performance database engine for the 'Db4XML' native XML database system.
J. Syst. Softw., 2004

Ontologies for Modeling and Simulation: Issues and Approaches.
Proceedings of the 36th conference on Winter simulation, 2004

Enhancing Web Services Description and Discovery to Facilitate Composition.
Proceedings of the Semantic Web Services and Web Process Composition, 2004

Academic and Industrial Research: Do Their Approaches Differ in Adding Semantics to Web Services?
Proceedings of the Semantic Web Services and Web Process Composition, 2004

Investigating Ontologies for Simulation Modeling.
Proceedings of the Proceedings 37th Annual Simulation Symposium (ANSS-37 2004), 2004

Constraint Driven Web Service Composition in METEOR-S.
Proceedings of the 2004 IEEE International Conference on Services Computing (SCC 2004), 2004

2003
Web Services: Been There, Done That?
IEEE Intell. Syst., 2003

Performance Analysis and Simulation of Composite Web Services.
Electron. Mark., 2003

IntelliGEN: A Distributed Workflow System for Discovering Protein-Protein Interactions.
Distributed Parallel Databases, 2003

Healthcare Enterprise Process Development and Integration.
J. Res. Pract. Inf. Technol., 2003

Adding Semantics to Web Services Standards.
Proceedings of the International Conference on Web Services, ICWS '03, June 23, 2003

2002
Proceedings of the Encyclopedia of Information Systems, 2002

J3DV: A Java-based 3D database visualization tool.
Softw. Pract. Exp., 2002

Authorization and Access Control of Application Data in Workflow Systems.
J. Intell. Inf. Syst., 2002

XML-based modeling and simulation: web service technologies and their synergy with simulation.
Proceedings of the 34th Winter Simulation Conference: Exploring New Frontiers, 2002

Workflow Quality of Service.
Proceedings of the Enterprise Inter- and Intra-Organizational Integration: Building International Consensus, 2002

Using Simulation to Facilitate Effective Workflow Adaptation.
Proceedings of the Proceedings 35th Annual Simulation Symposium (ANSS-35 2002), 2002

2001
Research and commercial opportunities in Web-Based Simulation.
Simul. Pract. Theory, 2001

Research in Multi-Organizational Processes and Semantic Information Brokering at the LSDIS Lab.
SIGMOD Rec., 2001

Building a Web-Based Federated Simulation System with Jini and XML.
Proceedings of the Proceedings 34th Annual Simulation Symposium (SS 2001), 2001

2000
The JSIM web-based simulation environment.
Future Gener. Comput. Syst., 2000

Exception Handling in Workflow Systems.
Appl. Intell., 2000

Finding a substrate for federated components on the web.
Proceedings of the 32nd conference on Winter simulation, 2000

1999
Scenario management in Web-based simulation.
Proceedings of the 31st conference on Winter simulation: Simulation, 1999

A Multilevel Secure Workflow Management System.
Proceedings of the Advanced Information Systems Engineering, 1999

1998
WebWork: METEOR<sub>2</sub>'s Web-Based Workflow Management System.
J. Intell. Inf. Syst., 1998

Component-based Simulation Environments: JSIM as a Case Study Using Java Beans.
Proceedings of the 30th conference on Winter simulation, 1998

1997
Perspectives in Modeling: Simulation, Database, and Workflow.
Proceedings of the Conceptual Modeling, 1997

JSIM: A JAVA-Based Simulation and Animation Environment.
Proceedings of the Proceedings 30st Annual Simulation Symposium (SS '97), April 7-9, 1997, 1997

1996
Java-Based Query Driven Simulation Environment.
Proceedings of the 28th conference on Winter simulation, 1996

Supporting State-Wide Immunisation Tracking Using Multi-Paradigm Workflow Technology.
Proceedings of the VLDB'96, 1996

1995
Simulation Modeling within Workflow Technology.
Proceedings of the 27th conference on Winter simulation, 1995

1994
Performance of Time Warp Protocols for Transaction Management in Object Oriented Systems.
Int. J. Comput. Simul., 1994

Using the Genetic Algorithm to Find Snake-in-the-Box Codes.
Proceedings of the Seventh International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, 1994

1993
An evaluation of local improvement operators for genetic algorithms.
IEEE Trans. Syst. Man Cybern., 1993

Design of an Object-Oriented Database for Reverse Genetics.
Proceedings of the 1st International Conference on Intelligent Systems for Molecular Biology, 1993

Warplog: Time Warped Logical Objects.
Proceedings of the Proceedings 26th Annual Simulation Symposium, ANSS 1993, 1993

1992
Improving the reliability of heuristic multiple fault diagnosis via the EC-based Genetic Algorithm.
Appl. Intell., 1992

Extending decision support systems: The integration of data, knowledge, and model management.
Ann. Oper. Res., 1992

Simulation of Database Transaction Management Protocols: Hybrids and Variants of Time Warp.
Proceedings of the 24th Winter Simulation Conference, 1992

Transaction management for object-oriented databases: performance advantages of using multiple versions.
Proceedings of the Proceedings 25th Annual Simulation Symposium (ANSS-25 1992), 1992

1991
Query-Driven Simulation Using Active KDL: A Functional Object-Oriented Database System.
Int. J. Comput. Simul., 1991

h-KDL: A Historically Extended Functional O-O Database System.
Proceedings of the TOOLS 1991: 5th International Conference on Technology of Object-Oriented Languages and Systems, 1991

Performance modeling of database and simulation protocols: design choices for query driven simulation.
Proceedings of the Proceedings 24th Annual Simulation Symposium (ANSS-24 1991), 1991

1990
Model instantiation for query driven simulation in active KDL.
Proceedings of the Proceedings 23rd Annual Simulation Symposium (ANSS-23 1990), 1990

1989
Query driven simulation using SIMODULA.
Proceedings of the Proceedings 22nd Annual Simulation Symposium (ANSS-22 1989), 1989

1985
Performance Modeling of Database Recovery Protocols.
IEEE Trans. Software Eng., 1985

1982
Distributed Compilation: A Case Study.
Proceedings of the Proceedings of the 3rd International Conference on Distributed Computing Systems, 1982


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