Miriam A. M. Capretz

Orcid: 0000-0002-1380-971X

Affiliations:
  • University of Western Ontario, Canada


According to our database1, Miriam A. M. Capretz authored at least 123 papers between 1992 and 2024.

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Bibliography

2024
Safe Reinforcement Learning for Arm Manipulation with Constrained Markov Decision Process.
Robotics, April, 2024

LoRaCELL-Driven IoT Smart Lighting Systems: Sustainability in Urban Infrastructure.
Sensors, January, 2024

Anomaly detection in time-series data using evolutionary neural architecture search with non-differentiable functions.
Appl. Soft Comput., 2024

2023
Dynamic Successor Features for transfer learning and guided exploration.
Knowl. Based Syst., 2023

Scheduling Electric Vehicle Charging for Grid Load Balancing.
Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023

Multi-Factor Edge-Weighting with Reinforcement Learning for Load Balancing of Electric Vehicle Charging Stations.
Proceedings of the International Conference on Machine Learning and Applications, 2023

Machine Learning for Health Conditions Prognostic of HVAC Systems.
Proceedings of the 33rd Annual International Conference on Computer Science and Software Engineering, 2023

2022
An Edge-Fog Architecture for Distributed 3D Reconstruction and Remote Monitoring of a Power Plant Site in the Context of 5G.
Sensors, 2022

An edge-fog architecture for distributed 3D reconstruction.
Future Gener. Comput. Syst., 2022

Toward Smart-Building Digital Twins: BIM and IoT Data Integration.
IEEE Access, 2022

2021
ARCog: An Aerial Robotics Cognitive Architecture.
Robotica, 2021

Blockchain for Collaborative Businesses.
Mob. Networks Appl., 2021

Dynamic Planning Networks.
Proceedings of the International Joint Conference on Neural Networks, 2021

2020
A Heterogeneous Edge-Fog Environment Supporting Digital Twins for Remote Inspections.
Sensors, 2020

A MapReduce Approach for Traffic Matrix Estimation in SDN.
IEEE Access, 2020

Heath-PRIOR: An Intelligent Ensemble Architecture to Identify Risk Cases in Healthcare.
IEEE Access, 2020

Energy Disaggregation using Multilabel Binarization and Gaussian Naive Bayes Classifier.
Proceedings of the 11th IEEE Annual Ubiquitous Computing, 2020

Noisy Importance Sampling Actor-Critic: An Off-Policy Actor-Critic With Experience Replay.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Deep neural network for load forecasting centred on architecture evolution.
Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

Predicting Residential Energy Consumption Using Wavelet Decomposition With Deep Neural Network.
Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

A Blockchain Approach to Social Responsibility.
Proceedings of the Data and Information in Online Environments, 2020

eWound-PRIOR: An Ensemble Framework for Cases Prioritization After Orthopedic Surgeries.
Proceedings of the Advances on P2P, Parallel, Grid, Cloud and Internet Computing, 2020

2019
An approach for SDN traffic monitoring based on big data techniques.
J. Netw. Comput. Appl., 2019

ML4IoT: A Framework to Orchestrate Machine Learning Workflows on Internet of Things Data.
IEEE Access, 2019

Assets Predictive Maintenance Using Convolutional Neural Networks.
Proceedings of the 20th IEEE/ACIS International Conference on Software Engineering, 2019

PLDSD: Personalized Linked Data Semantic Distance for LOD-Based Recommender Systems.
Proceedings of the 21st International Conference on Information Integration and Web-based Applications & Services, 2019

2018
(CF)2 architecture: contextual collaborative filtering.
Inf. Retr. J., 2018

Evaluation of Cache for Bandwidth Optimization in ICN Through Software-Defined Networks.
Proceedings of the 2018 IEEE Symposium on Computers and Communications, 2018

Evaluating Iris Scanning Technology to Link Data Related to Homelessness and Other Disadvantaged Populations with Mental Illness and Addiction.
Proceedings of the Smart Homes and Health Telematics, Designing a Better Future: Urban Assisted Living, 2018

Forecasting Residential Energy Consumption: Single Household Perspective.
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

2017
Machine Learning With Big Data: Challenges and Approaches.
IEEE Access, 2017

MyiFogSim: A Simulator for Virtual Machine Migration in Fog Computing.
Proceedings of the Companion Proceedings of the 10th International Conference on Utility and Cloud Computing, 2017

Deep Neural Networks with Confidence Sampling for Electrical Anomaly Detection.
Proceedings of the 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2017

A Gamification Framework for Sensor Data Analytics.
Proceedings of the 2017 IEEE International Congress on Internet of Things, 2017

CEPaaS: Complex Event Processing as a Service.
Proceedings of the 2017 IEEE International Congress on Big Data, 2017

2016
Attributed Graph Rewriting for Complex Event Processing Self-Management.
ACM Trans. Auton. Adapt. Syst., 2016

Storing massive Resource Description Framework (RDF) data: a survey.
Knowl. Eng. Rev., 2016

Trust-based Service-Oriented Architecture.
J. King Saud Univ. Comput. Inf. Sci., 2016

A hybrid particle swarm optimisation-genetic algorithm applied to grid scheduling.
Int. J. Grid Util. Comput., 2016

An ontology driven privacy framework for collaborative working environments.
Int. J. Auton. Adapt. Commun. Syst., 2016

CEPSim: Modelling and simulation of Complex Event Processing systems in cloud environments.
Future Gener. Comput. Syst., 2016

Collective contextual anomaly detection framework for smart buildings.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Energy Consumption Prediction with Big Data: Balancing Prediction Accuracy and Computational Resources.
Proceedings of the 2016 IEEE International Congress on Big Data, San Francisco, CA, USA, June 27, 2016

2015
Contextual anomaly detection framework for big sensor data.
J. Big Data, 2015

Collaborative knowledge as a service applied to the disaster management domain.
Int. J. Cloud Comput., 2015

Extracting Traceability Information from C# Projects.
CoRR, 2015

C# Traceability System.
CoRR, 2015

Fine-grained filtering to provide access control for data providing services within collaborative environments.
Concurr. Comput. Pract. Exp., 2015

MLaaS: Machine Learning as a Service.
Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

Predicting Energy Demand Peak Using M5 Model Trees.
Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

A Generalized Service Replication Process in Distributed Environments.
Proceedings of the CLOSER 2015, 2015

CEPSim: A Simulator for Cloud-Based Complex Event Processing.
Proceedings of the 2015 IEEE International Congress on Big Data, New York City, NY, USA, June 27, 2015

2014
Integration of business process modeling and Web services: a survey.
Serv. Oriented Comput. Appl., 2014

Query Analyzer and Manager for Complex Event Processing as a Service.
Proceedings of the 2014 IEEE 23rd International WETICE Conference, 2014

Evaluation of Particle Swarm Optimization Applied to Grid Scheduling.
Proceedings of the 2014 IEEE 23rd International WETICE Conference, 2014

Network and Energy-Aware Resource Selection Model for Opportunistic Grids.
Proceedings of the 2014 IEEE 23rd International WETICE Conference, 2014

Challenges for MapReduce in Big Data.
Proceedings of the 2014 IEEE World Congress on Services, 2014

Energy-aware resource selection on opportunistic grids.
Proceedings of the IEEE Symposium on Computers and Communications, 2014

Service Evolution Patterns.
Proceedings of the 2014 IEEE International Conference on Web Services, 2014

Contextual Anomaly Detection in Big Sensor Data.
Proceedings of the 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27, 2014

2013
Data management in cloud environments: NoSQL and NewSQL data stores.
J. Cloud Comput., 2013

ODEP-DPS: Ontology-driven engineering process for the collaborative development of semantic data providing services.
Inf. Softw. Technol., 2013

Web Service Semantic Access Control.
Int. J. Web Appl., 2013

Knowledge as a Service Framework for Disaster Data Management.
Proceedings of the 2013 Workshops on Enabling Technologies: Infrastructure for Collaborative Enterprises, 2013

A Privacy Manager for Collaborative Working Environments.
Proceedings of the 2013 Workshops on Enabling Technologies: Infrastructure for Collaborative Enterprises, 2013

uOS: A Resource Rerouting Middleware for Ubiquitous Games.
Proceedings of the 2013 IEEE 10th International Conference on Ubiquitous Intelligence and Computing and 2013 IEEE 10th International Conference on Autonomic and Trusted Computing, 2013

An analysis of replication and retrieval of medical image data using a database management system and a distributed file system.
Proceedings of the 2013 IEEE Symposium on Computers and Communications, 2013

2012
Fine-Grained Filtering of Data Providing Web Services with XACML.
Proceedings of the 21st IEEE International Workshop on Enabling Technologies: Infrastructure for Collaborative Enterprises, 2012

Ontology-based Representation of Simulation Models.
Proceedings of the 24th International Conference on Software Engineering & Knowledge Engineering (SEKE'2012), 2012

2011
A unit test approach for database schema evolution.
Inf. Softw. Technol., 2011

A Reference Ontology Based Approach for Service Oriented Semantic Interoperability.
Int. J. Web Portals, 2011

An Improvement of a Different Approach for Medical Image Storage.
Proceedings of the 20th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises, 2011

Dependency and Entropy Based Impact Analysis for Service-Oriented System Evolution.
Proceedings of the 2011 IEEE/WIC/ACM International Conference on Web Intelligence, 2011

From Glossaries to Ontologies: Disaster Management Domain(S).
Proceedings of the 23rd International Conference on Software Engineering & Knowledge Engineering (SEKE'2011), 2011

Trust bootstrapping services and service providers.
Proceedings of the Ninth Annual Conference on Privacy, Security and Trust, 2011

A Multi-layered Approach for the Declarative Development of Data Providing Services.
Proceedings of the IEEE International Conference on Web Services, 2011

Furthering the Growth of Cloud Computing by Providing Privacy as a Service.
Proceedings of the Information and Communication on Technology for the Fight against Global Warming, 2011

Federated critical infrastructure simulators: Towards ontologies for support of collaboration.
Proceedings of the 24th Canadian Conference on Electrical and Computer Engineering, 2011

Data Providing Web Service-based integration framework for use in a health care context.
Proceedings of the 24th Canadian Conference on Electrical and Computer Engineering, 2011

Towards a unified trust framework for trust establishment and trust based service selection.
Proceedings of the 24th Canadian Conference on Electrical and Computer Engineering, 2011

2010
Intelligent security and access control framework for service-oriented architecture.
Inf. Softw. Technol., 2010

A Reference Ontology based Approach for Service Oriented Ontology Management.
Proceedings of the WEBIST 2010, 2010

Security Protocols in Service-Oriented Architecture.
Proceedings of the 6th World Congress on Services, 2010

Moving from SaaS Applications towards SOA Services.
Proceedings of the 6th World Congress on Services, 2010

Trust in Web Services.
Proceedings of the 6th World Congress on Services, 2010

Privacy Protection Mechanisms for Web Service Technology.
Proceedings of the Eighth ACIS International Conference on Software Engineering Research, 2010

An infrastructure for executing WS-BPEL workflows in a Cluster of Clusters.
Proceedings of the 15th IEEE Symposium on Computers and Communications, 2010

A Context-Aware Authentication Approach Based on Behavioral Definitions.
Proceedings of the 2010 International Conference on Information & Knowledge Engineering, 2010

Using contract and ontology for privacy protection in Service-Oriented Architecture.
Proceedings of the Fifth IEEE International Conference on Digital Information Management, 2010

A User-Centric Authentication for Advanced Resource Reservation in Mobile Grid Environments.
Proceedings of the 2010 International Conference on Grid Computing & Applications, 2010

2009
OSTRA: A Process Framework for the Transition to Service-Oriented Architecture.
Int. J. Inf. Technol. Syst. Approach, 2009

A service dependency model for multiple service version synchronization.
Proceedings of the 11th IEEE International Symposium on Web Systems Evolution, 2009

QoSS Policies within SOA.
Proceedings of the 2009 IEEE/WIC/ACM International Conference on Web Intelligence, 2009

Towards a base ontology for privacy protection in service-oriented architecture.
Proceedings of the IEEE International Conference on Service-Oriented Computing and Applications, 2009

Quality of Security Service for Web Services within SOA.
Proceedings of the 2009 IEEE Congress on Services, Part I, 2009

A Dependency Impact Analysis Model for Web Services Evolution.
Proceedings of the IEEE International Conference on Web Services, 2009

Personalities, cultures and software modeling: Questions, scenarios and research directions.
Proceedings of the 2009 ICSE Workshop on Cooperative and Human Aspects on Software Engineering, 2009

Metamodel for privacy policies within SOA.
Proceedings of the ICSE Workshop on Software Engineering for Secure Systems, 2009

Privacy and trust policies within SOA.
Proceedings of the 4th International Conference for Internet Technology and Secured Transactions, 2009

Semantic Profile based Service Discovery for Abstract Process Composition.
Proceedings of the ICE-B 2009, 2009

Recovering Brazilian Indigenous Cultural Heritage Using New Information and Communication Technologies.
Proceedings of the 2009 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2009

A Fine-Grained Privacy Structure for Service-Oriented Architecture.
Proceedings of the 33rd Annual IEEE International Computer Software and Applications Conference, 2009

A SOA-Based Collaborative Environment for Clinical Trials on Neglected Diseases.
Proceedings of the 23rd International Conference on Advanced Information Networking and Applications, 2009

2008
A Multi-Agent Framework for Testing 3-Tier Distributed Systems Architecture.
J. Convergence Inf. Technol., 2008

An Overview of the OSTRA Framework for the Transition to SOA.
Proceedings of the ICEIS 2008, 2008

An authorization model for Web Services within SOA.
Proceedings of the Third IEEE International Conference on Digital Information Management (ICDIM), 2008

2007
Setting Up COTS-Based Software Product Lines.
Proceedings of the Sixth International IEEE Conference on Commercial-off-the-Shelf (COTS)-Based Software Systems, 2007

2006
Agent-oriented architecture for monitoring and diagnosis in supervisory systems.
Comput. Syst. Sci. Eng., 2006

A Multi-Agent Framework for Testing Distributed Systems.
Proceedings of the 30th Annual International Computer Software and Applications Conference, 2006

2005
ADAM: A Multi-Agent System for Autonomous Database Administration and Maintenance.
Int. J. Intell. Inf. Technol., 2005

Metrics Suite for Class Complexity.
Proceedings of the International Symposium on Information Technology: Coding and Computing (ITCC 2005), 2005

SIGMA: A Multi-Agent System Architecture for Monitoring and Diagnosis in Supervisory Systems.
Proceedings of the ISCA 14th International Conference on Intelligent and Adaptive Systems and Software Engineering, 2005

2004
'fuzzy ProjectManager' - Framework for Software Project Management Using Fuzzy Logic.
Int. J. Innov. Technol. Manag., 2004

PAWA: A Program Analysis Tool for Web Based Intranet Applications.
Proceedings of the 6th International Workshop on Web Site Evolution (WSE 2004), 2004

2001
Application Maintenance Using Software Agents.
Proceedings of the 1st IEEE International Workshop on Source Code Analysis and Manipulation (SCAM 2001), 2001

1997
A Distributed Method for Solving Nonlinear Equations Applying the Power Load Flow Calculation.
Proceedings of the 30th Annual Hawaii International Conference on System Sciences (HICSS-30), 1997

Conceptual Model for a Software Maintenance Environment.
Proceedings of the 30th Annual Hawaii International Conference on System Sciences (HICSS-30), 1997

1996
Object-Oriented Software: Design and Maintenance
Series on Software Engineering and Knowledge Engineering 6, WorldScientific, ISBN: 978-981-238-285-6, 1996

1995
A model for negotiation among agents based on the transaction analysis theory.
Proceedings of the Second International Symposium on Autonomous Decentralized Systems, 1995

1994
Software configuration management issues in the maintenance of existing systems.
J. Softw. Maintenance Res. Pract., 1994

The object-oriented paradigm for software evolution.
Proceedings of the Eighteenth Annual International Computer Software and Applications Conference, 1994

1992
A software maintenance method based on the software configuration management discipline.
PhD thesis, 1992

COMFORM-a software maintenance method based on the software configuration management discipline.
Proceedings of the Conference on Software Maintenance, 1992


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