Aldo Dagnino

Orcid: 0000-0003-4638-1630

According to our database1, Aldo Dagnino authored at least 42 papers between 2000 and 2022.

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Bibliography

2022
MAP: Design, Development, Deployment, and Maintenance of Industrie 4.0 AI Applications.
Proceedings of the Eighth IEEE International Conference on Big Data Computing Service and Applications, 2022

2021
Data Analytics in the Era of the Industrial Internet of Things
Springer, ISBN: 978-3-030-63138-3, 2021

2019
Unsupervised Anomaly Detection Based on Minimum Spanning Tree Approximated Distance Measures and its Application to Hydropower Turbines.
IEEE Trans Autom. Sci. Eng., 2019

Keyword-Based Semi-Supervised Text Classification.
Proceedings of the 43rd IEEE Annual Computer Software and Applications Conference, 2019

Data Mining Methods to Analyze Alarm Logs in IoT Process Control Systems.
Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019

2018
Analytics in the Industrial Internet of Things - Condition Monitoring of Rotating Machines in Power Generation Plants: A Real-World Example.
Proceedings of the Intelligent Systems and Applications, 2018

Outlier Detection for Hydropower Generation Plant.
Proceedings of the 14th IEEE International Conference on Automation Science and Engineering, 2018

2017
Towards intelligent alarm management in the Age of IIoT.
Proceedings of the Global Internet of Things Summit, 2017

2016
Social media enabled human sensing for smart cities.
AI Commun., 2016

Code drones.
Proceedings of the 38th International Conference on Software Engineering, 2016

Graph-based clustering for detecting frequent patterns in event log data.
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2016

Large-Scale Industrial Alarm Reduction and Critical Events Mining Using Graph Analytics on Spark.
Proceedings of the Second IEEE International Conference on Big Data Computing Service and Applications, 2016

2015
Evolving an industrial analytics product line architecture.
Proceedings of the 19th International Conference on Software Product Line, 2015

Industrial Analytics Pipelines.
Proceedings of the First IEEE International Conference on Big Data Computing Service and Applications, 2015

2014
Discovering Perceptions in Online Social Media: A Probabilistic Approach.
Int. J. Softw. Eng. Knowl. Eng., 2014

Speeding up processing data from millions of smart meters.
Proceedings of the ACM/SPEC International Conference on Performance Engineering, 2014

Agile Software Architecture in Advanced Data Analytics.
Proceedings of the 2014 IEEE/IFIP Conference on Software Architecture, 2014

A Game Theory model used to increase the readiness for software process improvement.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Accurate Local Estimation of Geo-Coordinates for Social Media Posts.
Proceedings of the 26th International Conference on Software Engineering and Knowledge Engineering, 2014

Industrial Analytics to Discover Knowledge from Instrumented Networked Machines.
Proceedings of the 26th International Conference on Software Engineering and Knowledge Engineering, 2014

A Model to Measure Organizational Readiness for Software Process Improvement.
Proceedings of the ICSOFT-EA 2014, 2014

Data Analytics for Power Utility Storm Planning.
Proceedings of the KDIR 2014 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Rome, Italy, 21, 2014

Increasing the effectiveness of teaching software engineering: A University and industry partnership.
Proceedings of the 27th IEEE Conference on Software Engineering Education and Training, 2014

An initial study of predictive machine learning analytics on large volumes of historical data for power system applications.
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

2013
Unified AMI information models to support diversified smart grid systems and applications.
Proceedings of the IEEE Fourth International Conference on Smart Grid Communications, 2013

Understanding Common Perceptions from Online Social Media.
Proceedings of the 25th International Conference on Software Engineering and Knowledge Engineering, 2013

Multi-method Software Estimation Utilizing Judgment and Model based Methods.
Proceedings of the ICSOFT 2013, 2013

Estimating software-intensive projects in the absence of historical data.
Proceedings of the 35th International Conference on Software Engineering, 2013

Human sensing for smart cities.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

2012
Forecasting Fault Events in Power Distribution Grids Using Machine Learning.
Proceedings of the 24th International Conference on Software Engineering & Knowledge Engineering (SEKE'2012), 2012

Knowledge Discovery in the Smart Grid - A Machine Learning Approach.
Proceedings of the KDIR 2012 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Barcelona, Spain, 4, 2012

2009
Architectural requirements prioritization and analysis applied to software technology evaluation.
Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009

2004
Agile Software Development in Large Organizations.
Computer, 2004

Experiences in applying agile software development practices in new product development.
Proceedings of the IASTED Conference on Software Engineering and Applications, 2004

2003
A model to evaluate the economic benefits of software components development.
Proceedings of the IEEE International Conference on Systems, 2003

On Identifying Deficiencies in a Knowledge Management System.
Proceedings of the Fifteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2003), 2003

2002
Agile Experiences.
Proceedings of the Extreme Programming and Agile Methods, 2002

An Evolutionary Lifecycle Model with Agile Practices for Software Development at ABB.
Proceedings of the 8th International Conference on Engineering of Complex Computer Systems (ICECCS 2002), 2002

2001
Deriving Goals from a Use-Case Based Requirements Specification.
Requir. Eng., 2001

Coordination of hardware manufacturing and software development lifecycles for integrated systems development.
Proceedings of the IEEE International Conference on Systems, 2001

Evolving Beyond Requirements Creep: A Risk-Based Evolutionary Prototyping Model.
Proceedings of the 5th IEEE International Symposium on Requirements Engineering (RE 2001), 2001

2000
A Web portal for distributed concurrent engineering.
Proceedings of the IEEE International Conference on Systems, 2000


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