Lerina Aversano

Orcid: 0000-0003-2436-6835

According to our database1, Lerina Aversano authored at least 137 papers between 2001 and 2024.

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

Timeline

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Bibliography

2024
Explainable Anomaly Detection of Synthetic Medical IoT Traffic Using Machine Learning.
SN Comput. Sci., June, 2024

Characterization of Heart Diseases per Single Lead Using ECG Images and CNN-2D.
Sensors, June, 2024

A systematic review on artificial intelligence approaches for smart health devices.
PeerJ Comput. Sci., 2024

Adopting Delta Maintainability Model for Just in Time Bug Prediction.
Proceedings of the 19th International Conference on Software Technologies, 2024

2023
A data-aware explainable deep learning approach for next activity prediction.
Eng. Appl. Artif. Intell., November, 2023

Evo-GUNet3++: Using evolutionary algorithms to train UNet-based architectures for efficient 3D lung cancer detection.
Appl. Soft Comput., September, 2023

A systematic review on artificial intelligence techniques for detecting thyroid diseases.
PeerJ Comput. Sci., 2023

Forecasting technical debt evolution in software systems: an empirical study.
Frontiers Comput. Sci., 2023

Forecasting the Developer's Impact in Managing the Technical Debt.
Proceedings of the Product-Focused Software Process Improvement, 2023

UML Miner: A Tool for Mining UML Diagrams.
Proceedings of the ACM/IEEE International Conference on Model Driven Engineering Languages and Systems, 2023

Raman Spectroscopy of Cells for Cancer Classification Through Machine Learning.
Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023

Early Diagnosis of Cardiac Diseases using ECG Images and CNN-2D.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

Early Diagnosis of Parkinson's Disease Exploting Motor and Non-Motor Symptoms: Results from the PPMI Cohort.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

Understanding Compiler Effects on Clone Detection Process.
Proceedings of the 18th International Conference on Software Technologies, 2023

Machine and Deep Learning Techniques to Classify Arousal Judgments in Dynamic Virtual Experience of Architecture.
Proceedings of the International Conference on Machine Learning and Applications, 2023

Detecting the Usage of Large Language Models Exploiting Generative Adversarial Networks.
Proceedings of the Higher Education Learning Methodologies and Technologies Online, 2023

Explainable Deep Ensemble to Diagnose COVID-19 from CT Scans.
Proceedings of the Fuzzy Logic and Technology, and Aggregation Operators, 2023

Early Parkinson's Disease Detection from EEG Traces Using Machine Learning Techniques.
Proceedings of the Fuzzy Logic and Technology, and Aggregation Operators, 2023

An Empirical Study on the Relationship Between the Co-Occurrence of Design Smell and Refactoring Activities.
Proceedings of the 18th International Conference on Evaluation of Novel Approaches to Software Engineering, 2023

An Explainable Approach for Early Parkinson Disease Detection Using Deep Learning.
Proceedings of the Deep Learning Theory and Applications - 4th International Conference, 2023

Machine Learning Applied to Speech Recordings for Parkinson's Disease Recognition.
Proceedings of the Deep Learning Theory and Applications - 4th International Conference, 2023

Anomaly Detection of Medical IoT Traffic Using Machine Learning.
Proceedings of the 12th International Conference on Data Science, 2023

2022
Just-in-time software defect prediction using deep temporal convolutional networks.
Neural Comput. Appl., 2022

Water stress classification using Convolutional Deep Neural Networks.
J. Univers. Comput. Sci., 2022

Using deep temporal convolutional networks to just-in-time forecast technical debt principal.
J. Syst. Softw., 2022

Fuzzy-based Process Mining to Discover the Coding Behavior: Challenges and Future Works.
Proceedings of the First Workshop on Online Learning from Uncertain Data Streams (OLUD 2022) co-located with IEEE World Congress on Computational Intelligence (WCCI 2022), 2022

Design patterns mining using neural sub-graph matching.
Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022

Technical Debt Forecasting from Source Code Using Temporal Convolutional Networks.
Proceedings of the Product-Focused Software Process Improvement, 2022

An enhanced UNet variant for Effective Lung Cancer Detection.
Proceedings of the International Joint Conference on Neural Networks, 2022

Early Detection of Parkinson's Disease using Spiral Test and Echo State Networks.
Proceedings of the International Joint Conference on Neural Networks, 2022

Is There Any Correlation between Refactoring and Design Smell Occurrence?
Proceedings of the 17th International Conference on Software Technologies, 2022

An Empirical Study to Predict Student Performance Using Information of the Virtual Learning Environment.
Proceedings of the Higher Education Learning Methodologies and Technologies Online, 2022

A Machine Learning approach for Early Detection of Parkinson's Disease Using acoustic traces.
Proceedings of the IEEE International Conference on Evolving and Adaptive Intelligent System, 2022

Using Machine Learning for early prediction of Heart Disease.
Proceedings of the IEEE International Conference on Evolving and Adaptive Intelligent System, 2022

An Explainable and Evolving Car Driver Identification System based on Decision Trees.
Proceedings of the IEEE International Conference on Evolving and Adaptive Intelligent System, 2022

Using Machine Learning for Classification of Cancer Cells from Raman Spectroscopy.
Proceedings of the 3rd International Conference on Deep Learning Theory and Applications, 2022

2021
Deep neural networks ensemble to detect COVID-19 from CT scans.
Pattern Recognit., 2021

Continuous authentication using deep neural networks ensemble on keystroke dynamics.
PeerJ Comput. Sci., 2021

An empirical study on the co-occurrence between refactoring actions and Self-Admitted Technical Debt removal.
J. Syst. Softw., 2021

Temporal convolutional networks for just-in-time design smells prediction using fine-grained software metrics.
Neurocomputing, 2021

A systematic review on Deep Learning approaches for IoT security.
Comput. Sci. Rev., 2021

Thyroid Disease Treatment prediction with machine learning approaches.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

Technical Debt predictive model through Temporal Convolutional Network.
Proceedings of the International Joint Conference on Neural Networks, 2021

Deep Neural Networks Ensemble for Lung Nodule Detection on Chest CT Scans.
Proceedings of the International Joint Conference on Neural Networks, 2021

Transfer Learning for Just-in-Time Design Smells Prediction using Temporal Convolutional Networks.
Proceedings of the 16th International Conference on Software Technologies, 2021

Anomaly Detection of actual IoT traffic flows through Deep Learning.
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

2020
An approach for semantic integration of heterogeneous data sources.
PeerJ Comput. Sci., 2020

An Empirical Study on the Evolution of Design Smells.
Inf., 2020

On the Relationship between Self-Admitted Technical Debt Removals and Technical Debt Measures.
Algorithms, 2020

A Topic Modeling Approach To Evaluate The Comments Consistency To Source Code.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Early Detection of Parkinson Disease using Deep Neural Networks on Gait Dynamics.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Data-Aware Declarative Process Mining for Malware Detection.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Investigating on the Relationships between Design Smells Removals and Refactorings.
Proceedings of the 15th International Conference on Software Technologies, 2020

Temporal Convolutional Networks for Just-in-Time Software Defect Prediction.
Proceedings of the 15th International Conference on Software Technologies, 2020

Fuzzy Neural Networks to Detect Parkinson Disease.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

2019
An Empirical Study on the Architecture Instability of Software Projects.
Int. J. Softw. Eng. Knowl. Eng., 2019

Self-Admitted Technical Debt Removal and Refactoring Actions: Co-Occurrence or More?
Proceedings of the 2019 IEEE International Conference on Software Maintenance and Evolution, 2019

Investigating on the impact of software clones on technical debt.
Proceedings of the Second International Conference on Technical Debt, 2019

Issue Reports Analysis in Enterprise Open Source Systems.
Proceedings of the 21st International Conference on Enterprise Information Systems, 2019

2018
Analyzing the Instability of the Core Components of Software Projects.
Proceedings of the 51st Hawaii International Conference on System Sciences, 2018

Assessing the Impact of Measurement Tools on Software Mantainability Evaluation.
Proceedings of the 13th International Conference on Evaluation of Novel Approaches to Software Engineering, 2018

2017
Analysing the Quality Evolution of Open Source Software Projects.
Proceedings of the Software Quality. Complexity and Challenges of Software Engineering in Emerging Technologies, 2017

Investigating Differences and Commonalities of Software Metric Tools.
Proceedings of the 12th International Conference on Software Technologies, 2017

Evaluating the Quality of the Documentation of Open Source Software.
Proceedings of the ENASE 2017, 2017

Analysis of the Documentation of ERP Software Projects.
Proceedings of the CENTERIS 2017 - International Conference on ENTERprise Information Systems / ProjMAN 2017 - International Conference on Project MANagement / HCist 2017, 2017

2016
Managing the alignment between business processes and software systems.
Inf. Softw. Technol., 2016

Assessing the Behavior of Software Analysis Tools.
Proceedings of the Product-Focused Software Process Improvement, 2016

Bug Report Quality Evaluation Considering the Effect of Submitter Reputation.
Proceedings of the 11th International Joint Conference on Software Technologies (ICSOFT 2016) - Volume 1: ICSOFT-EA, Lisbon, Portugal, July 24, 2016

Business Process Aware Identification of Reusable Software Components.
Proceedings of the 11th International Joint Conference on Software Technologies (ICSOFT 2016) - Volume 1: ICSOFT-EA, Lisbon, Portugal, July 24, 2016

2015
Analysing the Reliability of Open Source Software Projects.
Proceedings of the ICSOFT-EA 2015, 2015

A Review of Enterprise Modelling Studies.
Proceedings of the ICEIS 2015, 2015

Understanding Enterprise Open Source Software Evolution.
Proceedings of the Conference on ENTERprise Information Systems/International Conference on Project MANagement/Conference on Health and Social Care Information Systems and Technologies, 2015

2013
Quality evaluation of floss projects: Application to ERP systems.
Inf. Softw. Technol., 2013

Tracing Links Between Business Processes and Software Systems.
Int. J. Inf. Syst. Serv. Sect., 2013

Evaluating architecture stability of software projects.
Proceedings of the 20th Working Conference on Reverse Engineering, 2013

An approach for restructuring text content.
Proceedings of the 35th International Conference on Software Engineering, 2013

2012
A Literature Review of Business/IT Alignment Strategies.
Proceedings of the Enterprise Information Systems - 14th International Conference, 2012

A Characterization Framework for Evaluating Business/IT Alignment Strategies.
Proceedings of the ICEIS 2012 - Proceedings of the 14th International Conference on Enterprise Information Systems, Volume 3, Wroclaw, Poland, 28 June, 2012

2011
Evolving Enterprise Information System in Small and Medium Enterprise: An Opportunistic Approach and a Case Study.
Proceedings of the 13th IEEE Conference on Commerce and Enterprise Computing, 2011

A Generalized Platform for Acquisition and Analysis of Heterogeneous Data Source Views.
Proceedings of the ISCA 20th International Conference on Software Engineering and Data Engineering (SEDE-2011) June 20-22, 2011

Applying EFFORT for Evaluating CRM Open Source Systems.
Proceedings of the Product-Focused Software Process Improvement, 2011

ALBIS - ALigning Business Processes and Information Systems: A Case Study.
Proceedings of the ENTERprise Information Systems - International Conference, 2011

2010
An empirical study on the maintenance of source code clones.
Empir. Softw. Eng., 2010

Measuring the alignment between business processes and software systems: a case study.
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Recovering Traceability Links between Business Process and Software System Components.
Proceedings of the 18th IEEE International Conference on Program Comprehension, 2010

Building a Virtual View of Heterogeneous Data Source Views.
Proceedings of the ICSOFT 2010, 2010

Evaluating the Quality of Free/Open Source Systems: A Case Study.
Proceedings of the Enterprise Information Systems - 12th International Conference, 2010

Evaluating the Quality of Free/Open Source ERP Systems.
Proceedings of the ICEIS 2010 - Proceedings of the 12th International Conference on Enterprise Information Systems, Volume 1, DISI, Funchal, Madeira, Portugal, June 8, 2010

Validation of a Measurement Framework of Business Process and Software System Alignment.
Proceedings of the ICEIS 2010 - Proceedings of the 12th International Conference on Enterprise Information Systems, Volume 3, ISAS, Funchal, Madeira, Portugal, June 8, 2010

Using ERP and WfM Systems for Implementing Business Processes: An Empirical Study.
Proceedings of the Advances in Software Engineering, 2010

Evaluating the Quality of Free/Open Source Projects.
Proceedings of the ENASE 2010, 2010

Software System Evolution Driven by Business Alignment Measure.
Proceedings of the 14th European Conference on Software Maintenance and Reengineering, 2010

Recovering Traceability Links between Business Activities and Software Components.
Proceedings of the ENTERprise Information Systems - International Conference, 2010

2009
The life and death of statically detected vulnerabilities: An empirical study.
Inf. Softw. Technol., 2009

Relationship between design patterns defects and crosscutting concern scattering degree: an empirical study.
IET Softw., 2009

Assessing Workflow Ability of ERP and WfM Systems.
Proceedings of the 21st International Conference on Software Engineering & Knowledge Engineering (SEKE'2009), 2009

Business Process-Awareness in the Maintenance Activities.
Proceedings of the Enterprise Information Systems, 11th International Conference, 2009

A Framework for Measuring the Alignment between Business Processes and Software Systems.
Proceedings of the Advances in Software Engineering, 2009

Business Process-Aware Maintenance Task: A Preliminary Empirical Study.
Proceedings of the 13th European Conference on Software Maintenance and Reengineering, 2009

2008
Mining candidate web services from legacy code.
Proceedings of the 10th IEEE International Symposium on Web Systems Evolution, 2008

The Evolution and Decay of Statically Detected Source Code Vulnerabilities.
Proceedings of the Eighth IEEE International Working Conference on Source Code Analysis and Manipulation (SCAM 2008), 2008

2007
An empirical study on the evolution of design patterns.
Proceedings of the 6th joint meeting of the European Software Engineering Conference and the ACM SIGSOFT International Symposium on Foundations of Software Engineering, 2007

Relating the Evolution of Design Patterns and Crosscutting Concerns.
Proceedings of the Seventh IEEE International Workshop on Source Code Analysis and Manipulation (SCAM 2007), September 30, 2007

Learning from bug-introducing changes to prevent fault prone code.
Proceedings of the 9th International Workshop on Principles of Software Evolution (IWPSE 2007), 2007

How Clones are Maintained: An Empirical Study.
Proceedings of the 11th European Conference on Software Maintenance and Reengineering, 2007

2006
Using Concept Lattices to Support Service Selection.
Int. J. Web Serv. Res., 2006

Technology-driven business evolution.
J. Syst. Softw., 2006

A genetiv programming approach to support the design of service compositions.
Comput. Syst. Sci. Eng., 2006

WECAP: A Web Environment for Project Planning.
Proceedings of the Eighteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2006), 2006

2005
Assessment and impact analysis for aligning business processes and software systems.
Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005

Visualizing the Evolution ofWeb Services using Formal Concept Analysis.
Proceedings of the 8th International Workshop on Principles of Software Evolution (IWPSE 2005), 2005

Migrating Legacy Systems to the Web.
Proceedings of the Encyclopedia of Information Science and Technology (5 Volumes), 2005

2004
A framework for modeling and enacting extended business processes.
PhD thesis, 2004

Managing coordination and cooperation in distributed software processes: the GENESIS environment.
Softw. Process. Improv. Pract., 2004

An assessment strategy for identifying legacy system evolution requirements in eBusiness context.
J. Softw. Maintenance Res. Pract., 2004

Evolution of business processes towards eBusiness using a critiquing approach.
Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004

Introducing Quality System in Small and Medium Enterprises: An Experience Report.
Proceedings of the Product Focused Software Process Improvement, 2004

An Algorithm for Web Service Discovery through Their Composition.
Proceedings of the IEEE International Conference on Web Services (ICWS'04), 2004

WebEv - A Collaborative Environment for Supporting Measurement Frameworks.
Proceedings of the 37th Hawaii International Conference on System Sciences (HICSS-37 2004), 2004

A Framework for Measuring Business Processes Based on GQM.
Proceedings of the 37th Hawaii International Conference on System Sciences (HICSS-37 2004), 2004

Supporting Decisions on the Adoption of Re-engineering Technologies.
Proceedings of the 8th European Conference on Software Maintenance and Reengineering (CSMR 2004), 2004

2003
GENESIS: A Flexible and Distributed Environment for Cooperative Software Engineering.
Proceedings of the Fifteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2003), 2003

Evolving Legacy System toward eLegacy System in eBusiness Context.
Proceedings of the 7th European Conference on Software Maintenance and Reengineering (CSMR 2003), 2003

2002
Automating the management of software maintenance workflows in a large software enterprise: a case study.
J. Softw. Maintenance Res. Pract., 2002

Business process reengineering and workflow automation: a technology transfer experience.
J. Syst. Softw., 2002

Introducing eservices in business process models.
Proceedings of the 14th international conference on Software engineering and knowledge engineering, 2002

Handling Preprocessor-Conditioned Declarations.
Proceedings of the 2nd IEEE International Workshop on Source Code Analysis and Manipulation (SCAM 2002), 2002

Evolving Ispell: A Case Study of Program Understanding for Reuse.
Proceedings of the 10th International Workshop on Program Comprehension (IWPC 2002), 2002

Integrating Document and Workflow Management Tools using XML and Web Technologies: A Case Study.
Proceedings of the 6th European Conference on Software Maintenance and Reengineering (CSMR 2002), 2002

Understanding SQL through Iconic Interfaces.
Proceedings of the 26th International Computer Software and Applications Conference (COMPSAC 2002), 2002

FlowManager: A Workflow Management System Based on Petri Nets.
Proceedings of the 26th International Computer Software and Applications Conference (COMPSAC 2002), 2002

Applying Workflow Management to Support Massive Maintenance.
Proceedings of the 26th International Computer Software and Applications Conference (COMPSAC 2002), 2002

2001
Web Site Reuse: Cloning and Adapting.
Proceedings of the 3rd International Workshop on Web Site Evolution (WSE 2001), 2001

Integrating Document and Workflow Management Systems.
Proceedings of the 2002 IEEE CS International Symposium on Human-Centric Computing Languages and Environments (HCC 2001), 2001

Understanding and Improving the Maintenance Process: A Method and Two Case Studies.
Proceedings of the 9th International Workshop on Program Comprehension (IWPC 2001), 2001

Introducing Workflow Management in Software Maintenance Processes.
Proceedings of the 2001 International Conference on Software Maintenance, 2001

Migrating Legacy Systems to the Web: An Experience Report.
Proceedings of the 5th European Conference on Software Maintenance and Reengineering, 2001


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