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Massimiliano Luca
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Journal Articles
- 2024
- [j9]Takahiro Yabe, Massimiliano Luca, Kota Tsubouchi, Bruno Lepri, Marta C. González, Esteban Moro:
Enhancing human mobility research with open and standardized datasets. Nat. Comput. Sci. 4(7): 469-472 (2024) - 2023
- [j8]Massimiliano Luca
, Gianni Barlacchi, Bruno Lepri, Luca Pappalardo
:
A Survey on Deep Learning for Human Mobility. ACM Comput. Surv. 55(2): 7:1-7:44 (2023) - [j7]Massimiliano Luca
, Gian Maria Campedelli, Simone Centellegher, Michele Tizzoni, Bruno Lepri:
Crime, inequality and public health: a survey of emerging trends in urban data science. Frontiers Big Data 6 (2023) - [j6]Massimiliano Luca
, Luca Pappalardo
, Bruno Lepri, Gianni Barlacchi:
Trajectory test-train overlap in next-location prediction datasets. Mach. Learn. 112(11): 4597-4634 (2023) - [j5]Antonio Bucchiarone
, Simone Bassanelli
, Massimiliano Luca
, Simone Centellegher, Piergiorgio Cipriano, Luca Giovannini, Bruno Lepri
, Annapaola Marconi
:
Play&Go Corporate: An End-to-End Solution for Facilitating Urban Cyclability. IEEE Trans. Intell. Transp. Syst. 24(12): 15830-15843 (2023) - 2022
- [j4]Anna Nguyen, Antonio Longa, Massimiliano Luca
, Joe Kaul, Gabriel Lopez:
Emotion Analysis Using Multilayered Networks for Graphical Representation of Tweets. IEEE Access 10: 99467-99478 (2022) - [j3]Massimiliano Luca
, Bruno Lepri, Enrique Frías-Martínez, Andra Lutu:
Modeling international mobility using roaming cell phone traces during COVID-19 pandemic. EPJ Data Sci. 11(1): 22 (2022) - [j2]Giovanni Mauro, Massimiliano Luca
, Antonio Longa, Bruno Lepri, Luca Pappalardo
:
Generating mobility networks with generative adversarial networks. EPJ Data Sci. 11(1): 58 (2022) - 2020
- [j1]Luckyson Khaidem, Massimiliano Luca
, Fan Yang, Ankit Anand, Bruno Lepri
, Wen Dong
:
Optimizing Transportation Dynamics at a City-Scale Using a Reinforcement Learning Framework. IEEE Access 8: 171528-171541 (2020)
Conference and Workshop Papers
- 2022
- [c3]Marco Cardia
, Massimiliano Luca
, Luca Pappalardo
:
Enhancing Crowd Flow Prediction in Various Spatial and Temporal Granularities. WWW (Companion Volume) 2022: 1251-1259 - 2020
- [c2]Massimiliano Luca, Alberto Montresor, Carlo Caprini, Daniele Miorandi:
An Architecture-independent Data Model for Managing Information Generated by Human-chatbot Interactions. MODELSWARD 2020: 344-351 - [c1]Lorenzo Angeli, Massimiliano Luca
, Chiara Grossi, Francesca Fiore
, Andrea Capaccioli
, Andrea Guarise, Milena Stoycheva, Maurizio Marchese:
Prove Me Wrong! How Debating Becomes the Secret Weapon to Teach ICT Students Innovation and Entrepreneurship. TALE 2020: 173-180
Informal and Other Publications
- 2024
- [i13]Sebastiano Bontorin, Simone Centellegher, Riccardo Gallotti, Luca Pappalardo, Bruno Lepri, Massimiliano Luca:
Mixing Individual and Collective Behaviours to Predict Out-of-Routine Mobility. CoRR abs/2404.02740 (2024) - [i12]Ciro Beneduce, Bruno Lepri, Massimiliano Luca:
Large Language Models are Zero-Shot Next Location Predictors. CoRR abs/2405.20962 (2024) - 2023
- [i11]Laura Ferrarotti, Massimiliano Luca, Gabriele Santin, Giorgio Previati, Gianpiero Mastinu, Elena Campi, Lorenzo Uccello, Antonino Albanese, Praveen Zalaya, Alessandro Roccasalva, Bruno Lepri:
Quantitative and Qualitative Evaluation of Reinforcement Learning Policies for Autonomous Vehicles. CoRR abs/2309.08254 (2023) - 2022
- [i10]Massimiliano Luca, Bruno Lepri, Enrique Frías-Martínez, Andra Lutu:
Modeling International Mobility using Roaming Cell Phone Traces during COVID-19 Pandemic. CoRR abs/2201.02470 (2022) - [i9]Giovanni Mauro, Massimiliano Luca, Antonio Longa, Bruno Lepri, Luca Pappalardo:
Generating Synthetic Mobility Networks with Generative Adversarial Networks. CoRR abs/2202.11028 (2022) - [i8]Massimiliano Luca, Luca Pappalardo, Bruno Lepri, Gianni Barlacchi:
Trajectory Test-Train Overlap in Next-Location Prediction Datasets. CoRR abs/2203.03208 (2022) - [i7]Marco Cardia, Massimiliano Luca, Luca Pappalardo:
Enhancing crowd flow prediction in various spatial and temporal granularities. CoRR abs/2203.07372 (2022) - [i6]Anna Nguyen, Antonio Longa, Massimiliano Luca, Joe Kaul, Gabriel Lopez:
Emotion Analysis using Multi-Layered Networks for Graphical Representation of Tweets. CoRR abs/2207.00907 (2022) - [i5]Antonio Bucchiarone, Simone Bassanelli, Massimiliano Luca, Simone Centellegher, Piergiorgio Cipriano, Luca Giovannini, Bruno Lepri, Annapaola Marconi:
An End-to-End Solution for Enabling Urban Cyclability: The Bike2Work Experience. CoRR abs/2209.02755 (2022) - [i4]Massimiliano Luca, Gian Maria Campedelli, Simone Centellegher, Michele Tizzoni, Bruno Lepri:
Inequality, Crime and Public Health: A Survey of Emerging Trends in Urban Data Science. CoRR abs/2212.07676 (2022) - 2021
- [i3]Massimiliano Luca, Gianni Barlacchi, Nuria Oliver, Bruno Lepri:
Leveraging Mobile Phone Data for Migration Flows. CoRR abs/2105.14956 (2021) - 2020
- [i2]Filippo Simini, Gianni Barlacchi, Massimiliano Luca
, Luca Pappalardo:
Deep Gravity: enhancing mobility flows generation with deep neural networks and geographic information. CoRR abs/2012.00489 (2020) - [i1]Massimiliano Luca
, Gianni Barlacchi, Bruno Lepri, Luca Pappalardo:
Deep Learning for Human Mobility: a Survey on Data and Models. CoRR abs/2012.02825 (2020)
Coauthor Index
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last updated on 2024-08-11 01:07 CEST by the dblp team
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