Marco Brambilla
Orcid: 0000-0002-8753-2434Affiliations:
- Polytechnic University of Milan, DEIB, Milan, Italy
According to our database1,
Marco Brambilla
authored at least 238 papers
between 2002 and 2024.
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Bibliography
2024
Integrating Large Language Models and Knowledge Graphs for Extraction and Validation of Textual Test Data.
CoRR, 2024
Interpretable Network Visualizations: A Human-in-the-Loop Approach for Post-hoc Explainability of CNN-based Image Classification.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Unveiling Human-AI Interaction and Subjective Perceptions About Artificial Intelligent Agents.
Proceedings of the Web Engineering - 24th International Conference, 2024
"My Lockdown Escape": A Data Collection Approach based on Gamification and Crowdsourcing for Subjective Perspectives, Self-Empathy, and Memories about Past Experiences.
Proceedings of the 3rd Empathy-Centric Design Workshop: Scrutinizing Empathy Beyond the Individual, 2024
2023
Softw. Syst. Model., December, 2023
CoRR, 2023
IEEE Access, 2023
Proceedings of the Web Engineering - 23rd International Conference, 2023
Rationale Trees: Towards a Formalization of Human Knowledge for Explainable Natural Language Processing.
Proceedings of the 4th Italian Workshop on Explainable Artificial Intelligence co-located with 22nd International Conference of the Italian Association for Artificial Intelligence(AIxIA 2023), 2023
2022
Analyzing Brand Awareness Strategies on Social Media in the Luxury Market: The Case of Italian Fashion on Instagram.
Digit., December, 2022
Frontiers Artif. Intell., 2022
A.I. Robustness: a Human-Centered Perspective on Technological Challenges and Opportunities.
CoRR, 2022
Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022
DataScience-Polimi at SemEval-2022 Task 8: Stacking Language Models to Predict News Article Similarity.
Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022
Proceedings of the Sixteenth International AAAI Conference on Web and Social Media, 2022
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022
2021
Softw. Syst. Model., 2021
A multi-perspective approach for analyzing long-running live events on social media. A case study on the "Big Four" international fashion weeks.
Online Soc. Networks Media, 2021
Proceedings of the 15th IEEE International Conference on Semantic Computing, 2021
A Content-based Approach for the Analysis and Classification of Vaccine-related Stances on Twitter: the Italian Scenario.
Proceedings of the Workshop Proceedings of the 15th International AAAI Conference on Web and Social Media, 2021
VaccinItaly: Monitoring Italian Conversations Around Vaccines On Twitter And Facebook.
Proceedings of the Workshop Proceedings of the 15th International AAAI Conference on Web and Social Media, 2021
Proceedings of the Web Engineering - 21st International Conference, 2021
Proceedings of the Web Engineering - 21st International Conference, 2021
Proceedings of the Web Engineering - 21st International Conference, 2021
Exploiting Twitter as Source of Large Corpora of Weakly Similar Pairs for Semantic Sentence Embeddings.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Content-based Stance Classification of Tweets about the 2020 Italian Constitutional Referendum.
Proceedings of the Ninth International Workshop on Natural Language Processing for Social Media, 2021
2020
Inf. Process. Manag., 2020
Semi-supervised Neural Networks solve an inverse problem for modeling Covid-19 spread.
CoRR, 2020
Artif. Intell. Medicine, 2020
Proceedings of the OpenSym 2020: 16th International Symposium on Open Collaboration, 2020
Proceedings of the String Processing and Information Retrieval, 2020
Wide-spectrum characterization of long-running political phenomena on social media: the brexit case.
Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020
A Gamified Crowdsourcing Framework for Data-Driven Co-Creation of Policy Making and Social Foresight.
Proceedings of the Crowd Science Workshop: Remoteness, 2020
Sentiment-Driven Price Prediction of the Bitcoin based on Statistical and Deep Learning Approaches.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the Fourteenth International AAAI Conference on Web and Social Media, 2020
Generation of Realistic Navigation Paths for Web Site Testing Using Recurrent Neural Networks and Generative Adversarial Neural Networks.
Proceedings of the Web Engineering - 20th International Conference, 2020
Proceedings of the AAAI 2020 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 23rd - to, 2020
2019
CoRR, 2019
Proceedings of the 15th International Symposium on Open Collaboration, 2019
Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019
Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019
News Sharing User Behaviour on Twitter: A Comprehensive Data Collection of News Articles and Social Interactions.
Proceedings of the Thirteenth International Conference on Web and Social Media, 2019
Extraction of Relations Between Entities from Human-Generated Content on Social Networks.
Proceedings of the Current Trends in Web Engineering, 2019
Assigning users to domains of interest based on content and network similarity with champion instances.
Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019
Proceedings of the AAAI 2019 Spring Symposium on Combining Machine Learning with Knowledge Engineering (AAAI-MAKE 2019) Stanford University, 2019
2018
T-CGAN: Conditional Generative Adversarial Network for Data Augmentation in Noisy Time Series with Irregular Sampling.
CoRR, 2018
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018
Proceedings of the Current Trends in Web Engineering, 2018
Proceedings of the Current Trends in Web Engineering, 2018
Analyzing and Predicting the US Midterm Elections on Twitter with Recurrent Neural Networks.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
Proceedings of the A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years., 2018
2017
Synthesis Lectures on Software Engineering, Morgan & Claypool Publishers, ISBN: 978-3-031-02549-5, 2017
Softw. Syst. Model., 2017
Model-driven development of user interfaces for IoT systems via domain-specific components and patterns.
J. Internet Serv. Appl., 2017
Proceedings of the 26th International Conference on World Wide Web Companion, 2017
Proceedings of the 26th International Conference on World Wide Web, 2017
Spatial Analysis of Social Media Response to Live Events: The Case of the Milano Fashion Week.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017
Proceedings of the Software Technologies: Applications and Foundations, 2017
Better call the crowd: using crowdsourcing to shape the notation of domain-specific languages.
Proceedings of the 10th ACM SIGPLAN International Conference on Software Language Engineering, 2017
Proceedings of the Semantic Web - ISWC 2017, 2017
Proceedings of the ISWC 2017 Posters & Demonstrations and Industry Tracks co-located with 16th International Semantic Web Conference (ISWC 2017), Vienna, Austria, October 23rd - to, 2017
Enhancing Flexibility in User Interaction Modeling by Adding Design Uncertainty to IFML.
Proceedings of MODELS 2017 Satellite Event: Workshops (ModComp, 2017
Proceedings of the 3rd International Workshop on Knowledge Discovery on the WEB, 2017
Myths and Challenges in Knowledge Extraction and Big Data Analysis on Human-Generated Content from Web and Social Media Sources.
Proceedings of the 3rd International Workshop on Knowledge Discovery on the WEB, 2017
Harvesting Knowledge from Social Networks: Extracting Typed Relationships Among Entities.
Proceedings of the Current Trends in Web Engineering, 2017
Proceedings of the Web Engineering - 17th International Conference, 2017
Proceedings of the Web Engineering - 17th International Conference, 2017
Model Me If You Can - Challenges and Benefits of Individual and Mass Data Analysis for Enterprises.
Proceedings of the ICEIS 2017, 2017
Model-driven Development of User Interfaces for IoT Systems via Domain-specific Components and Patterns.
Proceedings of the ICEIS 2017, 2017
Proceedings of the 43rd Euromicro Conference on Software Engineering and Advanced Applications, 2017
Proceedings of the Machine Learning and Knowledge Extraction, 2017
Comparison of different driving style analysis approaches based on trip segmentation over GPS information.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
2016
Proceedings of the Web Information Systems Engineering - WISE 2016, 2016
Proceedings of the Workshop on Data-Driven Innovation on the Web, 2016
Proceedings of the 7th 2016 International Conference on Social Media & Society, 2016
Proceedings of the Semantic Web - ISWC 2016, 2016
Proceedings of the 1st International Workshop on Mobile Development, 2016
Proceedings of the Mobile Web and Intelligent Information Systems, 2016
Studying Multicultural Diversity of Cities and Neighborhoods through Social Media Language Detection.
Proceedings of the CitiLab, Papers from the 2016 ICWSM Workshop, 2016
Proceedings of the Social Web for Environmental and Ecological Monitoring, 2016
Proceedings of the 2nd International Workshop on Personalization & Recommender Systems in Financial Services, 2016
2015
J. Web Eng., 2015
Proceedings of the 24th International Conference on World Wide Web Companion, 2015
Proceedings of the 2015 ACM SIGPLAN International Conference on Software Language Engineering, 2015
Tailoring software architecture concepts and process for mobile application development.
Proceedings of the 3rd International Workshop on Software Development Lifecycle for Mobile, 2015
Automatic code generation for cross-platform, multi-device mobile apps: some reflections from an industrial experience.
Proceedings of the 3rd International Workshop on Mobile Development Lifecycle, 2015
Proceedings of the MODELSWARD 2015, 2015
Assessing Online Media Content Trustworthiness, Relevance and Influence: an Introductory Survey.
Proceedings of the 1st International Workshop on Knowledge Discovery on the WEB, 2015
Personal, Social and Event Organization Through Web and Mobile Apps: The Fluxedo Case.
Proceedings of the Engineering the Web in the Big Data Era - 15th International Conference, 2015
Proceedings of the Engineering the Web in the Big Data Era - 15th International Conference, 2015
Model-Driven Development and Business Process Modeling Applied to Personal Productivity in the Consumer Mobile App Market.
Proceedings of the 2nd ACM International Conference on Mobile Software Engineering and Systems, 2015
Model-Driven Development of Cross-Platform Mobile Applications with Web Ratio and IFML.
Proceedings of the 2nd ACM International Conference on Mobile Software Engineering and Systems, 2015
2014
ACM Trans. Web, 2014
Large-scale Model-Driven Engineering of web user interaction: The WebML and WebRatio experience.
Sci. Comput. Program., 2014
Proceedings of the 23rd International World Wide Web Conference, 2014
Extending the Interaction Flow Modeling Language (IFML) for Model Driven Development of Mobile Applications Front End.
Proceedings of the Mobile Web Information Systems - 11th International Conference, 2014
Proceedings of the Web Engineering, 14th International Conference, 2014
Enriching Live Event Participation with Social Network Content Analysis and Visualization.
Proceedings of the Semantic Web: ESWC 2014 Satellite Events, 2014
Proceedings of the AI Mashup Challenge 2014 co-located with 11th Extended Semantic Web Conference (ESWC 2014), 2014
Proceedings of the Semantic Web Enabled Software Engineering, 2014
2013
Proceedings of the Handbook of Human Computation, 2013
ACM Trans. Web, 2013
Introduction to the JSS special issue of Web 2.0 engineering: New practices and emerging Challenges.
J. Syst. Softw., 2013
Proceedings of the 22nd International World Wide Web Conference, 2013
Platform-Independence in Model-Driven Development of Graphical User Interfaces for Multiple Devices.
Proceedings of the Software Technologies - 8th International Joint Conference, 2013
Proceedings of the ICSOFT 2013, 2013
Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013
Data-Centric Systems and Applications, Springer, ISBN: 978-3-642-39314-3, 2013
2012
Synthesis Lectures on Software Engineering, Morgan & Claypool Publishers, ISBN: 978-3-031-02546-4, 2012
From requirements to implementation of ad-hoc social Web applications: an empirical pattern-based approach.
IET Softw., 2012
Combining social web and BPM for improving enterprise performances: the BPM4People approach to social BPM.
Proceedings of the 21st World Wide Web Conference, 2012
Proceedings of the 21st World Wide Web Conference, 2012
Proceedings of the First International Workshop on Crowdsourcing Web Search, 2012
Proceedings of the 21st World Wide Web Conference 2012, 2012
Proceedings of the Second International Workshop on Searching and Integrating New Web Data Sources, 2012
Proceedings of the 2nd International Workshop on Semantic Search over the Web, 2012
Proceedings of the Search Computing - Broadening Web Search, 2012
An Incentive-Compatible Revenue-Sharing Mechanism for the Economic Sustainability of Multi-domain Search Based on Advertising.
Proceedings of the Search Computing - Broadening Web Search, 2012
Proceedings of the Search Computing - Broadening Web Search, 2012
Proceedings of the Search Computing - Broadening Web Search, 2012
Proceedings of the Search Computing - Broadening Web Search, 2012
Model-Driven Development of Social Network Enabled Applications with WebML and Social Primitives.
Proceedings of the Current Trends in Web Engineering, 2012
Proceedings of the Business Process Management Workshops, 2012
Proceedings of the Business Process Management Workshops, 2012
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012
Proceedings of the Semantic Search over the Web, 2012
2011
IEEE Internet Comput., 2011
Int. J. Inf. Syst. Model. Des., 2011
Proceedings of the 20th International Conference on World Wide Web, 2011
Proceedings of the Software Language Engineering - 4th International Conference, 2011
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011
Proceedings of the Computer and Information Sciences II, 2011
Proceedings of the Workshop on Discovering Meaning On the Go in Large Heterogeneous Data 2011 (LHD-11), 2011
Proceedings of the Web Engineering - 11th International Conference, 2011
Proceedings of the Current Trends in Web Engineering, 2011
Proceedings of the Web Engineering - 11th International Conference, 2011
Proceedings of the Web Engineering - 11th International Conference, 2011
Proceedings of the Web Engineering - 11th International Conference, 2011
Proceedings of the Web Engineering - 11th International Conference, 2011
Query splitting techniques and search service recommendation for multi-domain natural language queries.
Proceedings of the 5th International Workshop on Web APIs and Service Mashups, 2011
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
Proceedings of the Business Process Model and Notation - Third International Workshop, 2011
Proceedings of the Business Process Model and Notation - Third International Workshop, 2011
Proceedings of the Business Process Management Workshops, 2011
2010
Adv. Softw. Eng., 2010
Proceedings of the 19th International Conference on World Wide Web, 2010
Proceedings of the Search Computing, 2010
Proceedings of the Search Computing, 2010
Search Computing Systems (Extended Abstract).
Proceedings of the Eighteenth Italian Symposium on Advanced Database Systems, 2010
Integration of a human face annotation technology in an audio-visual search engine platform.
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2010 Workshops, 2010
Proceedings of the Web Engineering, 10th International Conference, 2010
Proceedings of the Web Engineering, 10th International Conference, 2010
Proceedings of the Web Engineering, 10th International Conference, 2010
Proceedings of the Current Trends in Web Engineering, 2010
Proceedings of the Service-Oriented Computing - 8th International Conference, 2010
Proceedings of the Theory and Practice of Model Transformations, 2010
Proceedings of the Advanced Information Systems Engineering, 22nd International Conference, 2010
Proceedings of the Business Process Management 2010 Demonstration Track, 2010
2009
Proceedings of the 7th joint meeting of the European Software Engineering Conference and the ACM SIGSOFT International Symposium on Foundations of Software Engineering, 2009
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009
Proceedings of the 2009 IEEE Congress on Services, Part I, 2009
Proceedings of the Search Computing: Challenges and Directions [outcome of the first SeCO Workshop on Search Computing Challenges and Directions, 2009
Proceedings of the Search Computing: Challenges and Directions [outcome of the first SeCO Workshop on Search Computing Challenges and Directions, 2009
Search Computing: The European Way to Query the Web.
Proceedings of the Seventeenth Italian Symposium on Advanced Database Systems, 2009
Proceedings of the IEEE International Conference on Web Services, 2009
Proceedings of the Web Engineering, 9th International Conference, 2009
Model-Driven Development of Audio-Visual Web Search Applications: The PHAROS Demonstration.
Proceedings of the Web Engineering, 9th International Conference, 2009
Proceedings of the Web Engineering, 9th International Conference, 2009
Proceedings of the Conceptual Modeling, 2009
Proceedings of the Seventh International Workshop on Content-Based Multimedia Indexing, 2009
Proceedings of the Seventh International Workshop on Content-Based Multimedia Indexing, 2009
Proceedings of the Enterprise, 2009
The History of WebML Lessons Learned from 10 Years of Model-Driven Development of Web Applications.
Proceedings of the Conceptual Modeling: Foundations and Applications, 2009
Proceedings of the Semantic Web Services Challenge, Results from the First Year., 2009
Proceedings of the Semantic Web Services Challenge, Results from the First Year., 2009
A Software Engineering Approach based on WebML and BPMN to the Mediation Scenario of the SWS Challenge.
Proceedings of the Semantic Web Services Challenge, Results from the First Year., 2009
2008
Proceedings of the Web Engineering: Modelling and Implementing Web Applications, 2008
Experiences in the Design of Semantic Services Using Web Engineering Methods and Tools.
J. Data Semant., 2008
Proceedings of the Objects, Components, Models and Patterns, 46th International Conference, 2008
Proceedings of the Models in Software Engineering, Workshops and Symposia at MODELS 2008, Toulouse, France, September 28, 2008
Proceedings of the 4th International Workshop on Model-Driven Web Engineering, 2008
Proceedings of the Eighth International Conference on Web Engineering, 2008
Proceedings of the Eighth International Conference on Web Engineering, 2008
Proceedings of the Eighth International Conference on Web Engineering, 2008
2007
ACM Trans. Internet Techn., 2007
Proceedings of the 16th International Conference on World Wide Web, 2007
Proceedings of the 16th International Conference on World Wide Web, 2007
Generating Extended Conceptual Schemas from Business Process Models.
Proceedings of the Fifteenth Italian Symposium on Advanced Database Systems, 2007
Proceedings of the Model Driven Engineering Languages and Systems, 2007
Proceedings of the Web Engineering, 7th International Conference, 2007
Proceedings of the Web Engineering, 7th International Conference, 2007
Proceedings of the Web Engineering, 7th International Conference, 2007
Proceedings of the Web Engineering, 7th International Conference, 2007
Towards Semantic Interoperabilty - In-depth Comparison of Two Approaches to Solving Semantic Web Service Challenge Mediation Tasks.
Proceedings of the ICEIS 2007, 2007
The SWS Mediator with WEBML/WEBRATIO and JABC/JETI: A Comparison.
Proceedings of the ICEIS 2007, 2007
Service Discovery with SWE-ET and DIANE - A Comparative Evaluation by Means of Solutions to a Common Scenario.
Proceedings of the ICEIS 2007, 2007
Proceedings of the 2007 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2007
Design Abstractions for Innovative Web Applications: The Case of the SOA Augmented with Semantics.
Proceedings of the Semantic Web: Research and Applications, 2007
Applying Web-based Networking Protocols and Software Architectures for providing adaptivity, personalization, and remotization features to Industrial Human Machine Interface Applications.
Proceedings of the 21st International Conference on Advanced Information Networking and Applications (AINA 2007), 2007
2006
A CASE tool for modelling and automatically generating web service-enabled applications.
Int. J. Web Eng. Technol., 2006
A Software Engineering Approach to Design and Development of Semantic Web Service Applications.
Proceedings of the Semantic Web - ISWC 2006, 5th International Semantic Web Conference, 2006
Proceedings of the 6th International Conference on Web Engineering, 2006
Proceedings of the 6th International Conference on Web Engineering, 2006
A Visual Data Mapping Tool for Software Components Interactions in Service-Oriented Architectures.
Proceedings of the IASTED International Conference on Software Engineering, 2006
Proceedings of the Advanced Topics in Exception Handling Techniques (the book grow out of ECOOP workshops), 2006
2005
Model-driven integration of data-centric web applications with workflows and web services.
PhD thesis, 2005
ACM Trans. Internet Techn., 2005
J. Web Eng., 2005
Proceedings of the 14th international conference on World Wide Web, 2005
Proceedings of the Web Information Systems Engineering, 2005
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005
The Role of Visual Tools in a Web Application Design and Verification Framework: A Visual Notation for LTL Formulae.
Proceedings of the Web Engineering, 5th International Conference, 2005
2004
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004
Proceedings of the IEEE International Conference on Web Services (ICWS'04), 2004
Proceedings of the Web Engineering - 4th International Conference, 2004
2003
Proceedings of the Twelfth International World Wide Web Conference - Posters, 2003
Proceedings of the Conceptual Modeling, 2003
2002
Model-driven Specification of Web Services Composition and Integration with Data-intensive Web Applications.
IEEE Data Eng. Bull., 2002
Hypertext Semantics for Web Applications.
Proceedings of the Decimo Convegno Nazionale su Sistemi Evoluti per Basi di Dati, 2002