Sergio Di Martino

Orcid: 0000-0002-1019-9004

According to our database1, Sergio Di Martino authored at least 110 papers between 2002 and 2024.

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

Timeline

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Bibliography

2024
How to manage massive spatiotemporal dataset from stationary and non-stationary sensors in commercial DBMS?
Knowl. Inf. Syst., March, 2024

A visual-based toolkit to support mobility data analytics.
Expert Syst. Appl., March, 2024

Can Large Language Models Automatically Generate GIS Reports?
Proceedings of the Web and Wireless Geographical Information Systems, 2024

2023
Rail anomalies detection: A comparative analysis of three self-supervised models on real data.
Comput. Ind., June, 2023

Mobility Data Analytics with KNOT: The KNime mObility Toolkit.
Proceedings of the Web and Wireless Geographical Information Systems, 2023

Bus Journey Time Prediction with Machine Learning: An Empirical Experience in Two Cities.
Proceedings of the Web and Wireless Geographical Information Systems, 2023

Using SUMO towards Proactive Public Mobility: Some Lessons Learned.
Proceedings of the 1st ACM SIGSPATIAL International Workshop on Sustainable Mobility, 2023

Tree Kernels to Support Formal Methods-based Testing of Evolving Specifications.
Proceedings of the Short Paper Proceedings of the 5th Workshop on Artificial Intelligence and Formal Verification, 2023

Starting a New REST API Project? A Performance Benchmark of Frameworks and Execution Environments.
Proceedings of the Joint Proceedings of the 32nd International Workshop on Software Measurement (IWSM) and the 17th International Conference on Software Process and Product Measurement (MENSURA), 2023

AI-based Fault-proneness Metrics for Source Code Changes.
Proceedings of the Joint Proceedings of the 32nd International Workshop on Software Measurement (IWSM) and the 17th International Conference on Software Process and Product Measurement (MENSURA), 2023

E2E-Loader: A Framework to Support Performance Testing of Web Applications.
Proceedings of the IEEE Conference on Software Testing, Verification and Validation, 2023

ADAS Verification in Co-Simulation: Towards a Meta-Model for Defining Test Scenarios.
Proceedings of the IEEE International Conference on Software Testing, Verification and Validation, ICST 2023, 2023

ECHO: An Approach to Enhance Use Case Quality Exploiting Large Language Models.
Proceedings of the 49th Euromicro Conference on Software Engineering and Advanced Applications, 2023

2022
On the Impact of Location-related Terms in Neural Embeddings for Content Similarity Measures in Cultural Heritage Recommender Systems.
Proceedings of the Web and Wireless Geographical Information Systems, 2022

Bus Passenger Load Prediction: Challenges from an Industrial Experience.
Proceedings of the Web and Wireless Geographical Information Systems, 2022

GenRL at the SBST 2022 Tool Competition.
Proceedings of the 15th IEEE/ACM International Workshop on Search-Based Software Testing, 2022

ReCover: a Curated Dataset for Regression Testing Research.
Proceedings of the 19th IEEE/ACM International Conference on Mining Software Repositories, 2022

Change-Aware Regression Test Prioritization using Genetic Algorithms.
Proceedings of the 48th Euromicro Conference on Software Engineering and Advanced Applications, 2022

2021
Comparing the effectiveness of capture and replay against automatic input generation for Android graphical user interface testing.
Softw. Test. Verification Reliab., 2021

Multiple-source Data Collection and Processing into a Graph Database Supporting Cultural Heritage Applications.
ACM Journal on Computing and Cultural Heritage, 2021

Security-Aware Deployment Optimization of Cloud-Edge Systems in Industrial IoT.
IEEE Internet Things J., 2021

Benchmarking management techniques for massive IIoT time series in a fog architecture.
Int. J. Grid Util. Comput., 2021

Vehicular crowd-sensing: a parametric routing algorithm to increase spatio-temporal road network coverage.
Int. J. Geogr. Inf. Sci., 2021

Web Application Testing: Using Tree Kernels to Detect Near-duplicate States in Automated Model Inference.
Proceedings of the ESEM '21: ACM / IEEE International Symposium on Empirical Software Engineering and Measurement, 2021

2020
Smart Parking: Using a Crowd of Taxis to Sense On-Street Parking Space Availability.
IEEE Trans. Intell. Transp. Syst., 2020

Assessing the effectiveness of approximate functional sizing approaches for effort estimation.
Inf. Softw. Technol., 2020

Massive Spatio-Temporal Mobility Data: An Empirical Experience on Data Management Techniques.
Proceedings of the Web and Wireless Geographical Information Systems, 2020

Inspecting Code Churns to Prioritize Test Cases.
Proceedings of the Testing Software and Systems, 2020

An Haptic Interface for Industrial High-Precision Manufacturing Tasks.
Proceedings of the AVI '20: International Conference on Advanced Visual Interfaces, Island of Ischia, Italy, September 28, 2020

2019
Industrial Internet of Things: Persistence for Time Series with NoSQL Databases.
Proceedings of the 28th IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises, 2019

Predicting the Spatial Impact of Planned Special Events.
Proceedings of the Web and Wireless Geographical Information Systems, 2019

What Is the Impact of On-street Parking Information for Drivers?
Proceedings of the Web and Wireless Geographical Information Systems, 2019

On-Line Filtering of On-Street Parking Data to Improve Availability Predictions.
Proceedings of the 6th International Conference on Models and Technologies for Intelligent Transportation Systems, 2019

Investigating the Influence of On-Street Parking Guidance Strategies on Urban Mobility.
Proceedings of the 6th International Conference on Models and Technologies for Intelligent Transportation Systems, 2019

Comparing Different On-Street Parking Information for Parking Guidance and Information Systems.
Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

2018
Multigranular Spatio-Temporal Exploration: An Application to On-Street Parking Data.
Proceedings of the Web and Wireless Geographical Information Systems, 2018

Improving Sensing Coverage of Probe Vehicles with Probabilistic Routing.
Proceedings of the Web and Wireless Geographical Information Systems, 2018

A Two-Step Framework for Novelty Detection in Activities of Daily Living.
Proceedings of the Social Robotics - 10th International Conference, 2018

A Visual Analytics GUI for Multigranular Spatio-Temporal Exploration and Comparison of Open Mobility Data.
Proceedings of the 22nd International Conference Information Visualisation, 2018

Adapting the A* Algorithm to Increase Vehicular Crowd-Sensing Coverage.
Proceedings of the Computational Logistics - 9th International Conference, 2018

2017
A comparison of two preference elicitation approaches for museum recommendations.
Concurr. Comput. Pract. Exp., 2017

Data-Driven Approaches for Smart Parking.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

How many probe vehicles do we need to collect on-street parking information?
Proceedings of the 5th IEEE International Conference on Models and Technologies for Intelligent Transportation Systems, 2017

Smartphone Based Pupillometry: An Empirical Evaluation of Accuracy and Safety.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

A 2-Step Approach to Improve Data-driven Parking Availability Predictions.
Proceedings of the 10th ACM SIGSPATIAL Workshop on Computational Transportation Science, 2017

Spatio-Temporal Road Coverage of Probe Vehicles: A Case Study on Crowd-Sensing of Parking Availability with Taxis.
Proceedings of the Societal Geo-innovation, 2017

2016
Web Effort Estimation: Function Point Analysis vs. COSMIC.
Inf. Softw. Technol., 2016

Weighing lexical information for software clustering in the context of architecture recovery.
Empir. Softw. Eng., 2016

Why is it Difficult to Detect Sudden and Unexpected Epidemic Outbreaks in Twitter?
CoRR, 2016

Opinions Analysis in Social Networks for Cultural Heritage Applications.
Proceedings of the Intelligent Interactive Multimedia Systems and Services 2016, 2016

What are the potentialities of crowdsourcing for dynamic maps of on-street parking spaces?
Proceedings of the 9th ACM SIGSPATIAL International Workshop on Computational Transportation Science, 2016

An Architecture for a Mobility Recommender System in Smart Cities.
Proceedings of the 7th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2016)/The 6th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2016)/Affiliated Workshops, 2016

Navigating Wall-sized Displays with the Gaze: a Proposal for Cultural Heritage.
Proceedings of the 1st Workshop on Advanced Visual Interfaces for Cultural Heritage co-located with the International Working Conference on Advanced Visual Interfaces (AVI 2016), 2016

Challenges in Detecting Epidemic Outbreaks from Social Networks.
Proceedings of the 30th International Conference on Advanced Information Networking and Applications Workshops, 2016

2015
From Function Points to COSMIC - A Transfer Learning Approach for Effort Estimation.
Proceedings of the Product-Focused Software Process Improvement, 2015

Stuck Around the Stadium? An Approach to Identify Road Segments Affected by Planned Special Events.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

An Architecture to Process Massive Vehicular Traffic Data.
Proceedings of the 10th International Conference on P2P, 2015

2014
Predicting and visualizing traffic congestion in the presence of planned special events.
J. Vis. Lang. Comput., 2014

Temporal and Spatial Clustering for a Parking Prediction Service.
Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014

Predicting Traffic Congestion in Presence of Planned Special Events.
Proceedings of the 20th International Conference on Distributed Multimedia Systems: Research papers on distributed multimedia systems, 2014

2013
Web and Wireless Geographic Information Systems.
J. Spatial Inf. Sci., 2013

Using tabu search to configure support vector regression for effort estimation.
Empir. Softw. Eng., 2013

2012
A further analysis on the use of Genetic Algorithm to configure Support Vector Machines for inter-release fault prediction.
Proceedings of the ACM Symposium on Applied Computing, 2012

LINSEN: An efficient approach to split identifiers and expand abbreviations.
Proceedings of the 28th IEEE International Conference on Software Maintenance, 2012

Using Machine Learning and Information Retrieval Techniques to Improve Software Maintainability.
Proceedings of the Trustworthy Eternal Systems via Evolving Software, Data and Knowledge, 2012

2011
Investigating the use of Support Vector Regression for web effort estimation.
Empir. Softw. Eng., 2011

A Rich Cloud Application to Improve Sustainable Mobility.
Proceedings of the Web and Wireless Geographical Information Systems, 2011

A Genetic Algorithm to Configure Support Vector Machines for Predicting Fault-Prone Components.
Proceedings of the Product-Focused Software Process Improvement, 2011

Using Web Objects for Development Effort Estimation of Web Applications: A Replicated Study.
Proceedings of the Product-Focused Software Process Improvement, 2011

Combining Machine Learning and Information Retrieval Techniques for Software Clustering.
Proceedings of the Eternal Systems - First International Workshop, 2011

A Matching-Algorithm based on the Cloud and Positioning Systems to Improve Carpooling.
Proceedings of the 17th International Conference on Distributed Multimedia Systems, 2011

Investigating the Use of Lexical Information for Software System Clustering.
Proceedings of the 15th European Conference on Software Maintenance and Reengineering, 2011

2010
How effective is Tabu search to configure support vector regression for effort estimation?
Proceedings of the 6th International Conference on Predictive Models in Software Engineering, 2010

A Tree Kernel based approach for clone detection.
Proceedings of the 26th IEEE International Conference on Software Maintenance (ICSM 2010), 2010

A Probabilistic Based Approach towards Software System Clustering.
Proceedings of the 14th European Conference on Software Maintenance and Reengineering, 2010

2009
Measures and Techniques for Effort Estimation of Web Applications: an Empirical Study Based on a Single-Company Dataset.
J. Web Eng., 2009

Automatic Generation of an Adaptive WebGIS.
Proceedings of the Web and Wireless Geographical Information Systems, 2009

Using Support Vector Regression for Web Development Effort Estimation.
Proceedings of the Software Process and Product Measurement, 2009

GoOlap Vers l'Analyse Spatio-Multidimensionnelle à l'aide du Geobrowser Google Earth.
Proceedings of the Actes du XXVIIème Congrès INFORSID, Toulouse, France, 26-29 mai 2009, 2009

An Empirical Study on the Use of Web-COBRA and Web Objects to Estimate Web Application Development Effort.
Proceedings of the Web Engineering, 9th International Conference, 2009

Integrating Google Earth within OLAP Tools for Multidimensional Exploration and Analysis of Spatial Data.
Proceedings of the Enterprise Information Systems, 11th International Conference, 2009

Estimating Web Application Development Effort Using Web-COBRA and COSMIC: An Empirical Study.
Proceedings of the 35th Euromicro Conference on Software Engineering and Advanced Applications, 2009

Applying support vector regression for web effort estimation using a cross-company dataset.
Proceedings of the Third International Symposium on Empirical Software Engineering and Measurement, 2009

2008
Cross-company vs. single-company web effort models using the Tukutuku database: An extended study.
J. Syst. Softw., 2008

Embedding Google Maps APIs into WebRatio for the Automatic Generation of Web GIS Applications.
Proceedings of the Visual Information Systems. Web-Based Visual Information Search and Management, 2008

A Case Study Using Web Objects and COSMIC for Effort Estimation of Web Applications.
Proceedings of the 34th Euromicro Conference on Software Engineering and Advanced Applications, 2008

2007
Effort Estimation for the Development of Web Portals.
Proceedings of the Encyclopedia of Portal Technologies and Applications (2 Volumes), 2007

Exploratory spatio-temporal data mining and visualization.
J. Vis. Lang. Comput., 2007

Towards a framework for mining and analysing spatio-temporal datasets.
Int. J. Geogr. Inf. Sci., 2007

Effort estimation: how valuable is it for a web company to use a cross-company data set, compared to using its own single-company data set?
Proceedings of the 16th International Conference on World Wide Web, 2007

A Replicated Study Comparing Web Effort Estimation Techniques.
Proceedings of the Web Information Systems Engineering, 2007

A WebML-Based Approach for the Development of Web GIS Applications.
Proceedings of the Web Information Systems Engineering, 2007

A WebML-based Visual Language for the Development of Web GIS Applications.
Proceedings of the 2007 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC 2007), 2007

Supporting Geographical Measures through a New Visualization Metaphor in Spatial OLAP.
Proceedings of the ICEIS 2007, 2007

Towards the automatic generation of web GIS.
Proceedings of the 15th ACM International Symposium on Geographic Information Systems, 2007

Comparing Size Measures for Predicting Web Application Development Effort: A Case Study.
Proceedings of the First International Symposium on Empirical Software Engineering and Measurement, 2007

2006
A COSMIC-FFP Approach to Predict Web Application Development Effort.
J. Web Eng., 2006

Effort estimation modeling techniques: a case study for web applications.
Proceedings of the 6th International Conference on Web Engineering, 2006

A Simulation Environment to Assess Driving Performances while Interacting with On-board Telematics Systems.
Proceedings of the Enterprise Information Systems, 8th International Conference, 2006

A Simulation Environment to Evaluate Driver Performances while Interacting with Telematics Systems.
Proceedings of the ICEIS 2006, 2006

A Fuzzy-Based Distance to Improve Empirical Methods for Menu Clustering.
Proceedings of the ICEIS 2006, 2006

2005
A Cosmic-FFP Approach to Estimate WEB Application Development Effort.
Proceedings of the WEBIST 2005, 2005

A Framework for the Evaluation of Automotive Telematics Systems.
Proceedings of the ICEIS 2005, 2005

A 3D Interaction Metaphor for Remote Control of Smart Home Systems.
Proceedings of the 11th International Conference on Distributed Multimedia Systems, 2005

Cost Estimation Modeling Techniques for Web Applications: An Empirical Study.
Proceedings of the 11th International Conference on Distributed Multimedia Systems, 2005

2004
Multimodal automotive telematic systems.
PhD thesis, 2004

Handy: A New Interaction Device for Vehicular Information Systems.
Proceedings of the Mobile Human-Computer Interaction, 2004

An Innovative Vocal Interface for Automotive Information Systems.
Proceedings of the ICEIS 2004, 2004

2003
An Evaluation of Web3d Technologies from Developer's and End-User's Point of View.
Proceedings of the Fifteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2003), 2003

2002
An approach for authoring 3D cultural heritage exhibitions on the web.
Proceedings of the 14th international conference on Software engineering and knowledge engineering, 2002


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