Luca Pappalardo
Orcid: 0000-0002-1547-6007
According to our database1,
Luca Pappalardo
authored at least 82 papers
between 2012 and 2024.
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Bibliography
2024
Proceedings of the Workshops of the EDBT/ICDT 2024 Joint Conference co-located with the EDBT/ICDT 2024 Joint Conference, 2024
Proceedings of the Workshops of the EDBT/ICDT 2024 Joint Conference co-located with the EDBT/ICDT 2024 Joint Conference, 2024
2023
Mach. Learn., November, 2023
Proceedings of the Italia Intelligenza Artificiale, 2023
Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023
2022
IEEE Trans. Intell. Transp. Syst., 2022
Extended Energy-Expenditure Model in Soccer: Evaluating Player Performance in the Context of the Game.
Sensors, 2022
scikit-mobility: A <i>Python</i> Library for the Analysis, Generation, and Risk Assessment of Mobility Data.
J. Stat. Softw., 2022
EPJ Data Sci., 2022
CoRR, 2022
Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022
Connected vehicle simulation framework for parking occupancy prediction (demo paper).
Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022
Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022
2021
A Mechanistic Data-Driven Approach to Synthesize Human Mobility Considering the Spatial, Temporal, and Social Dimensions Together.
ISPRS Int. J. Geo Inf., 2021
Int. J. Data Sci. Anal., 2021
Int. J. Data Sci. Anal., 2021
Introduction to the special issue on social mining and big data ecosystem for open, responsible data science.
Int. J. Data Sci. Anal., 2021
Evaluation of home detection algorithms on mobile phone data using individual-level ground truth.
EPJ Data Sci., 2021
Living in a pandemic: adaptation of individual mobility and social activity in the US.
CoRR, 2021
CoRR, 2021
CoRR, 2021
STS-EPR: Modelling individual mobility considering the spatial, temporal, and social dimensions together.
Proceedings of the 12th International Conference on Ambient Systems, 2021
2020
Deep Gravity: enhancing mobility flows generation with deep neural networks and geographic information.
CoRR, 2020
Automatic Pass Annotation from Soccer VideoStreams Based on Object Detection and LSTM.
CoRR, 2020
CoRR, 2020
The relationship between human mobility and viral transmissibility during the COVID-19 epidemics in Italy.
CoRR, 2020
Mobile phone data analytics against the COVID-19 epidemics in Italy: flow diversity and local job markets during the national lockdown.
CoRR, 2020
Automatic Pass Annotation from Soccer Video Streams Based on Object Detection and LSTM.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track, 2020
Estimating countries' peace index through the lens of the world news as monitored by GDELT.
Proceedings of the 7th IEEE International Conference on Data Science and Advanced Analytics, 2020
2019
IEEE Trans. Knowl. Data Eng., 2019
PlayeRank: Data-driven Performance Evaluation and Player Ranking in Soccer via a Machine Learning Approach.
ACM Trans. Intell. Syst. Technol., 2019
Proceedings of the Companion of The 2019 World Wide Web Conference, 2019
2018
ACM Trans. Intell. Syst. Technol., 2018
Data Min. Knowl. Discov., 2018
CoRR, 2018
Proceedings of the Software Technologies: Applications and Foundations, 2018
Exploring Students Eating Habits Through Individual Profiling and Clustering Analysis.
Proceedings of the ECML PKDD 2018 Workshops, 2018
Weak Nodes Detection in Urban Transport Systems: Planning for Resilience in Singapore.
Proceedings of the 5th IEEE International Conference on Data Science and Advanced Analytics, 2018
How Data Mining and Machine Learning Evolved from Relational Data Base to Data Science.
Proceedings of the A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years., 2018
2017
Mach. Learn., 2017
Proceedings of the Computer Safety, Reliability, and Security, 2017
Proceedings of the 4th Workshop on Machine Learning and Data Mining for Sports Analytics co-located with 2017 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2017), 2017
Proceedings of the Personal Analytics and Privacy. An Individual and Collective Perspective, 2017
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017
2016
Homophilic network decomposition: a community-centric analysis of online social services.
Soc. Netw. Anal. Min., 2016
Int. J. Data Sci. Anal., 2016
CoRR, 2016
Proceedings of the Workshops of the EDBT/ICDT 2016 Joint Conference, 2016
Proceedings of the Complex Networks VII, 2016
Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016
Human Mobility Modelling: Exploration and Preferential Return Meet the Gravity Model.
Proceedings of the 7th International Conference on Ambient Systems, 2016
2015
Proceedings of the 2nd Workshop on Machine Learning and Data Mining for Sports Analytics co-located with 2015 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2015), 2015
Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015
Using big data to study the link between human mobility and socio-economic development.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015
2014
Human Mobility, Social Networks and Economic Development: a Data Science perspective.
PhD thesis, 2014
The patterns of musical influence on the Last.Fm social network.
Proceedings of the 22nd Italian Symposium on Advanced Database Systems, 2014
Mining efficient training patterns of non-professional cyclists.
Proceedings of the 22nd Italian Symposium on Advanced Database Systems, 2014
Proceedings of the International Conference on Data Science and Advanced Analytics, 2014
2013
Proceedings of the Social Informatics - 5th International Conference, 2013
Validating general human mobility patterns on massive GPS data.
Proceedings of the 21st Italian Symposium on Advanced Database Systems, 2013
Measuring tie strength in multidimensional networks.
Proceedings of the 21st Italian Symposium on Advanced Database Systems, 2013
Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013
Mobility and Geo-Social Networks.
Proceedings of the Mobility Data: Modeling, 2013
A Complexity Science Perspective on Human Mobility.
Proceedings of the Mobility Data: Modeling, 2013
2012
"How Well Do We Know Each Other?" Detecting Tie Strength in Multidimensional Social Networks.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012