Publications

(New publications are highlighted in red)

My network science textbook is out! Reference:
Coscia, M., The Atlas for the Aspiring Network Scientist. ArXiV, 2021. PDF, Bibtex, Code.

Development
Coscia, M., Neffke, F., and Hausmann, R., Knowledge Diffusion in the Network of International Business Travel. In Nat Hum Behav, 2020. PDF Bibtex Code Pres.
Kosack, S., Coscia, M., Smith, E., Albrecht, K., Barabasi, A-L., and Hausmann, R., Functional structures of US state governments. In PNAS, 2018. PDF Bibtex Code Pres.
Viña-Cervantes, V., Coscia, M., and Lambiotte, R., The Struggle for Existence in the World Market Ecosystem. In PLoS One, 2018. PDF Bibtex Code Pres.
Coscia, M., Hamaguchi, K., Pinglo ME. and Giuffrida, A., Mapping the international health aid community using web data. In EPJ Data Science, 2018. PDF Bibtex Code Pres.
Barone, M. and Coscia, M., Birds of a Feather Scam Together: Trustworthiness Homophily in a Business Network. In Social Networks, 2018. PDF Bibtex Code Pres.
Coscia, M., Hausmann, R. and Neffke, F., Exploring the Uncharted Export: An Analysis of Tourism-Related Foreign Expenditure with International Spend Data. In CID Working Papers, 2016. PDF Bibtex Code Pres.
Guidotti, R., Coscia, M., Pedreschi, D. and Pennacchioli, D., Going Beyond GDP to Nowcast Well-Being Using Retail Market Data. In NetSciX, 2016. PDF Bibtex Code Pres.
Coscia, M., Hausmann, R. and Hidalgo, C., The Structure and Dynamics of International Development Assistance. In Journal of Globalization and Development, 2013. PDF Bibtex Code Pres.
Coscia, M. and Rios, V., Knowing Where and How Criminal Organizations Operate Using Web Content. In CIKM, 2012. PDF Bibtex Code Pres.
Hausmann, R., Hidalgo, C., Bustos, S., Coscia, M., Chung, S., Jimenez, J., Simoes, A. and Yildirim M., The Atlas of Economic Complexity. Puritan Press, 2011. PDF Bibtex Code Pres.

Information Propagation and Memetics
Coscia, M., and Devriendt, K., Pearson Correlations on Networks: Corrigendum. In arXiV, 2024. PDF Bibtex Code Pres.
Hohmann, M., Devriendt, K., and Coscia, M., Quantifying Ideological Polarization on a Network Using Generalized Euclidean Distance. In Science Advances, 2023. PDF Bibtex Code Pres.
Coscia, M., and Vandeweerdt, C., Posts on Central Websites Need Less Originality to be Noticed. In Scientific Reports, 2022. PDF Bibtex Code Pres.
Westermann, C., and Coscia, M., A Potential Mechanism for Low Tolerance Feedback Loops in Social Media Flagging Systems. In Plos One, 2022. PDF Bibtex Code Pres.
Coscia, M., and Rossi, L., How Minimizing Conflicts Could Lead to Polarization on Social Media: an Agent-Based Model Investigation. In Plos One, 2022. PDF Bibtex Code Pres.
Coscia, M., Pearson Correlations on Complex Networks. In Journal of Complex Networks, 2021. PDF Bibtex Code Pres.
Coscia, M., Gomez-Lievano, A., McNerney, J., and Neffke, F., The Node Vector Distance Problem in Complex Networks. In ACM Comp Surveys, 2020. PDF Bibtex Code Pres.
Coscia, M., and Rossi, L., Distortions of Political Bias in Crowdsourced Misinformation Flagging. In J. R. Soc. Interface, 2020. PDF Bibtex Code Pres.
Coscia, M., Generalized Euclidean Measure to Estimate Network Distances. In ICWSM, 2020. PDF Bibtex Code Pres.
Coscia, M., Popularity Spikes Hurt Future Chances for Viral Propagation of Protomemes. In Comm ACM, 2018. PDF Bibtex Code Pres.
Coscia, M., Average is Boring: How Similarity Kills a Meme’s Success. In Scientific Reports, 2014. PDF Bibtex Code Pres.
Pennacchioli, D., Rossetti, G., Pappalardo, L., Giannotti, F., Pedreschi, D. and Coscia, M., The Three Dimensions of Social Prominence. In SocInfo, 2013. PDF Bibtex Code Pres.
Coscia, M., Competition and Success in the Meme Pool: a Case Study on Quickmeme.com. In ICWSM, 2013. PDF Bibtex Code Pres.
Berlingerio, M., Coscia, M. and Giannotti, F., Mining the Temporal Dimension of the Information Propagation. In IDA, 2009. PDF Bibtex Code Pres.
Berlingerio, M., Coscia, M. and Giannotti, F., Mining the Information Propagation in a Network. In SEBD, 2009. PDF Bibtex Code Pres.

Link Analysis
Damstrup A.S.R., Madsen, S.T., and Coscia, M., Unsupervised Learning via Network-Aware Embeddings. In arXiV, 2023. PDF Bibtex Code Pres.
Coscia, M., and Devriendt, K., Fast Node Vector Distance Computations using Laplacian Solvers. In arXiV, 2023. PDF Bibtex Code Pres.
Coscia, M., Noise Corrected Sampling of Online Social Networks. In TKDD, 2021. PDF Bibtex Code Pres.
Coscia, M., and Rossi, L., The Impact of Projection and Backboning on Network Topologies. In ASONAM, 2019. PDF Bibtex Code Pres.
Coscia, M., and Rossi, L., Benchmarking API Costs of Network Sampling Strategies. In BigData, 2018. PDF Bibtex Code Pres.
Coscia, M. Using Arborescences to Estimate Hierarchicalness in Directed Complex Networks. In PLoS One, 2018. PDF Bibtex Code Pres.
Coscia, M. and Neffke, F. Network Backboning with Noisy Data. In ICDE, 2017. PDF Bibtex Code Pres.
Yildirim, M. and Coscia, M., Using Random Walks to Generate Associations between Objects. In PLoS ONE, 2014. PDF Bibtex Code Pres.

Multidimensional Networks
Coscia, M., Borgelt, C., and Szell, M. Fast Multiplex Graph Association Rules for Link Prediction. In arXiV, 2022. PDF Bibtex Code Pres.
Coscia, M. Generalized Euclidean Measure to Estimate Distances on Multilayer Networks. In TKDD, 2022. PDF Bibtex Code Pres.
Coscia, M. and Szell, M. Multiplex Graph Association Rules for Link Prediction. In ICWSM, 2021. PDF Bibtex Code Pres.
Cintia, P., Coscia, M. and Pappalardo, L. The Haka Network: Evaluating Rugby Team Performance with Dynamic Graph Analysis. In ASONAM Workshop, 2016. PDF Bibtex Code Pres.
Coscia, M., Rossetti, G., Pennacchioli, D., Ceccarelli, D. and Giannotti, F., “You Know Because I Know”: a Multidimensional Network Approach to Human Resources Problem. In ASONAM, 2013. PDF Bibtex Code Pres.
Berlingerio, M., Coscia, M., Giannotti, F., Monreale, A. and Pedreschi, D., Evolving networks: Eras and turning points. In IDA Journal, 2013. PDF Bibtex Code Pres.
Berlingerio, M., Coscia, M., Giannotti, F., Monreale, A. and Pedreschi, D., Multidimensional networks: foundations of structural analysis. In World Wide Web Journal, 2012. PDF Bibtex Code Pres.
Bachi, G., Coscia, M., Monreale, A. and Giannotti F., Classifying Trust/Distrust Relationships in Online Social Networks. In SocialCom, 2012. PDF Bibtex Code Pres.
Berlingerio, M., Coscia, M., Giannotti, F., Monreale, A. and Pedreschi, D., The Pursuit of Hubbiness: analysis of hubs in large multidimensional networks. In Journal of Computational Science, 2011. PDF Bibtex Code Pres.
Berlingerio, M., Coscia, M., Giannotti, F., Monreale, A. and Pedreschi, D., Foundations of Multidimensional Network Analysis. In ASONAM, 2011. PDF Bibtex Code Pres.
Berlingerio, M., Coscia, M., Giannotti, F., Monreale, A. and Pedreschi, D., As Time Goes By: Discovering Eras in Evolving Social Networks. In PAKDD, 2010. PDF Bibtex Code Pres.
Berlingerio, M., Coscia, M., Giannotti, F., Monreale, A. and Pedreschi, D., Discovering Eras in Evolving Social Networks. In SEBD, 2010. PDF Bibtex Code Pres.
Berlingerio, M., Coscia, M., Giannotti, F., Monreale, A. and Pedreschi, D., Towards Discovery of Eras in Social Networks. In M3SN Workshop, in conjunction with ICDE, 2010. PDF Bibtex Code Pres.

Community Discovery
Coscia, M., Discovering Communities of Community Discovery. In ASONAM, 2019. PDF Bibtex Code Pres.
Guidotti, R., and Coscia, M., On the Equivalence Between Community Discovery and Clustering. In GoodTechs, 2017. PDF Bibtex Code Pres.
Coscia, M., Rossetti, G., Giannotti, F. and Pedreschi, D., Uncovering Hierarchical and Overlapping Communities with a Local-First Approach. In TKDD, 2014. PDF Bibtex Code Pres.
Pennacchioli, D., Coscia, M., and Pedreschi, D., Overlap Versus Partition: Marketing Classification and Customer Profiling in Complex Networks of Products. In ICDE Workshop, 2014. PDF Bibtex Code Pres.
Coscia, M., Rossetti, G., Giannotti, F. and Pedreschi, D., DEMON: A Local-First Discovery Method for Overlapping Communities. In KDD, 2012. PDF Bibtex Code Pres.
Coscia, M., Giannotti, F. and Pedreschi, D., Towards Democratic Group Detection in Complex Networks. In SBP, 2012. PDF Bibtex Code Pres.
Coscia, M., Giannotti, F. and Pedreschi, D., A Classification for Community Discovery Methods in Complex Networks. In Statistical Analysis and Data Mining journal, 2011. PDF Bibtex Code Pres.
Berlingerio, M., Coscia, M., Giannotti, F., Finding and Characterizing Communities in Multidimensional Networks. In ASONAM, 2011. PDF Bibtex Code Pres.
Berlingerio, M., Coscia, M., Giannotti, F., Finding Redundant and Complementary Communities in Multidimensional Networks. In CIKM, 2011. PDF Bibtex Code Pres.

Human Mobility & Behavior
Coscia, M., Which sport is becoming more predictable? A cross-discipline analysis of predictability in team sports. In EPJ Data Science, 2024. PDF Bibtex Code Pres.
Coscia, M., Neffke, F. and Lora E., Report on the Poblacion Flotante of Bogota. In CID Working Papers, 2016. PDF Bibtex Code Pres.
Coscia, M. and Hausmann, R., Evidence That Calls-Based and Mobility Networks Are Isomorphic. In PLoS One, 2015. PDF Bibtex Code Pres.
Coscia, M., Pennacchioli, D. and Giannotti, F., Product assortment and customer mobility. In EPJ Data Science, 2015. PDF Bibtex Code Pres.
Guidotti, R., Coscia, M., Pedreschi, D. and Pennacchioli, D., Behavioral Entropy and Profitability in Retail. In DSAA, 2015. PDF Bibtex Code Pres.
Pennacchioli, D., Coscia, M., Rinzivillo, S., Giannotti, F. and Pedreschi, D., The retail market as a complex system. In EPJ Data Science, 2014. PDF Bibtex Code Pres.
Coscia, M., Rinzivillo, S., Giannotti, F. and Pedreschi, D., Spatial and Temporal Evaluation of Network-Based Analysis of Human Mobility. In EB-SNAM, 2014. PDF Bibtex Code Pres.
Pennacchioli, D., Coscia, M., Rinzivillo, S., Pedreschi, D. and Giannotti, F., Explaining the Product Range Effect in Purchase Data. In BigData, 2013. PDF Bibtex Code Pres.
Coscia, M., Rinzivillo, S., Giannotti, F. and Pedreschi, D., Optimal Spatial Resolution for the Analysis of Human Mobility. In ASONAM, 2012. PDF Bibtex Code Pres.
Rinzivillo, S., Mainardi, S., Pezzoni, F., Coscia, M., Giannotti, F., and Pedreschi, D., Discovering the Geographical Borders of Human Mobility. In KUIN journal, 2012. PDF Bibtex Code Pres.

Digital Humanities
Krivaa, L., Coscia, M., Traces Of Unequal Entry Requirement For Illustrious People On Wikipedia Based On Their Gender. In Advances in Complex Systems, 2024. PDF Bibtex Code Pres.
Martini, D., Loddo, I., Coscia, M., Managing Complexity in Bio-design Practice. In 2CO, 2013. PDF Bibtex Code Pres.
Schich, M., Coscia, M., Exploring Co-Occurrence on a Meso and Global Level Using Network Analysis and Rule Mining. In Mining and Learning with Graphs workshop at KDD, 2011. PDF Bibtex Code Pres.
Cappelli, A., Coscia, M., Giannotti, F., Pedreschi, D. and Rinzivillo, S., The Social Network of Dante’s Inferno. In Art, Humanities, Complex Networks at NetSci, 2010. PDF Bibtex Code Pres.
Coscia, M., Giannotti, F. and Pensa R., Social Network Analysis as Knowledge Discovery process: a case study on Digital Bibliography. In ASONAM, 2009. PDF Bibtex Code Pres.