Researcher Portfolio

 
   

Valleriani, Matteo

Department Structural Changes in Systems of Knowledge, Max Planck Institute for the History of Science, Max Planck Society, External, Max Planck Institute for the History of Science, Max Planck Society  

 

Researcher Profile

 
Position: Department Structural Changes in Systems of Knowledge, Max Planck Institute for the History of Science, Max Planck Society
Position: External, Max Planck Institute for the History of Science, Max Planck Society
Researcher ID: https://pure.mpg.de/cone/persons/resource/persons194421

External references

 

Publications

 
  (1 - 25 of 113)
 : Valleriani, M. (2024). Dalla biblioteca al database: il futuro delle fonti storiche con IA e digitale. Agenda Digitale. [PubMan] : Eberle, O., Büttner, J., El-Hajj, H., Montavon, G., Müller, K.-R., & Valleriani, M. (2024). Historical Insights at Scale: A Corpus-wide Machine Learning Analysis of Early Modern Astronomic Tables. Science Advances, 10(43, Article eadj1719): eadj1719, pp. 1-16. doi:10.1126/sciadv.adj1719. [PubMan] : Valleriani, M., Zamani, M., & El-Hajj, H. (2024). La dinamica di diffusione del sapere astronomico e l’agenda di ricerca come contesto della pubblicazione del De revolutionibus di Copernico (1543). In M. Di Mauro, L. Romano, & V. Zanini (Eds.), Atti del XLIII Convegno annuale: Proceedings of the 43rd Annual Conference, Padua, 5–8 September 2023, Società Italiana degli Storici della Fisica e dell’Astronomia (SISFA) (pp. 11-18). Naples: Federico II University Press. doi:10.6093/978-88-6887-262-5. [PubMan] : El-Hajj, H., Eberle, O., Merklein, A., Siebold, A. I., Shlomi, N., Büttner, J., Martinetz, J., Müller, K.-R., Montavon, G., & Valleriani, M. (2023). Explainability and Transparency in the Realm of Digital Humanities: Toward a Historian XAI. International Journal of Digital Humanities, 5(2–3), 299-331. doi:10.1007/s42803-023-00070-1. [PubMan] : Eberle, O., Büttner, J., El-Hajj, H., Montavon, G., Müller, K.-R., & Valleriani, M. (2023). Insightful Analysis of Historical Sources at Scales beyond Human Capabilities Using Unsupervised Machine Learning and XAI. arXiv: [cs.LG], 2310.09091. doi:10.48550/arXiv.2310.09091. [PubMan] : El-Hajj, H., & Valleriani, M. (2023). Prompt Me a Dataset: An Investigation of Text-Image Prompting for Historical Image Dataset Creation Using Foundation Models. arXiv [cs], 2309.01674. doi:10.48550/arXiv.2309.01674. [PubMan] : Valleriani, M. (2023). Studi storici con l’IA: verso le Digital Humanities. Agenda digitale. [PubMan] : Valleriani, M. (2023). The Mechanics of the Heart in Antiquity. In M. Gerolemou, & G. Kazantzidis (Eds.), Body and Machine in Classical Antiquity (pp. 245-261). Cambridge: Cambridge University Press. doi:10.1017/9781009085786.011. [PubMan] : Zamani, M., El-Hajj, H., Vogl, M., Kantz, H., & Valleriani, M. (2023). A Mathematical Model for the Process of Accumulation of Scientific Knowledge in the Early Modern Period. Humanities and Social Sciences Communications, 10(Article 533): 533. doi:10.1057/s41599-023-01947-w. [PubMan] : Valleriani, M., Giannini, G., & Giannetto, E. (Eds.). (2023). Scientific Visual Representations in History. Cham: Springer. doi:10.1007/978-3-031-11317-8. [PubMan] : Valleriani, M., Kräutli, F., Lockhorst, D., & Shlomi, N. (2023). Vision on Vision: Defining Similarities Among Early Modern Illustrations on Cosmology. In M. Valleriani, G. Giannini, & E. Giannetto (Eds.), Scientific Visual Representations in History (pp. 99-137). Cham: Springer. doi:10.1007/978-3-031-11317-8_4. [PubMan] : Valleriani, M., Vogl, M., El-Hajj, H., & Pham, K. (2022). The Network of Early Modern Printers and Its Impact on the Evolution of Scientific Knowledge: Automatic Detection of Awareness Relationships. Histories, 2(4), 466-503. doi:10.3390/histories2040033. [PubMan] : Büttner, J., Martinetz, J., El-Hajj, H., & Valleriani, M. (2022). CorDeep and the Sacrobosco Dataset: Detection of Visual Elements in Historical Documents. Journal of Imaging, 8(10, Article 285): 285. doi:10.3390/jimaging8100285. [PubMan] : Büttner, J., Martinetz, J., El-Hajj, H., & Valleriani, M. (2022). Sacrobosco Visual Element Dataset (S-VED). Zenodo. doi:10.5281/zenodo.7142456. [PubMan] : El-Hajj, H., Zamani, M., Büttner, J., Martinetz, J., Eberle, O., Shlomi, N., Siebold, A. I., Montavon, G., Müller, K.-R., Kantz, H., & Valleriani, M. (2022). An Ever-Expanding Humanities Knowledge Graph: The Sphaera Corpus at the Intersection of Humanities, Data Management, and Machine Learning. Datenbank Spektrum, 22, 153-162. doi:10.1007/s13222-022-00414-1. [PubMan] : Valleriani, M. (2022). From the Quadrivium to Modern Science. HoST — Journal of History of Science and Technology, 16(1), 121-132. doi:10.2478/host-2022-0007. [PubMan] : Siebold, A. I., & Valleriani, M. (2022). Digital Perspectives in History. Histories, 2(2), 170-177. doi:10.3390/histories2020013. [PubMan] : El-Hajj, H., Zamani, M., Büttner, J., Martinez, J., Eberle, O., Schlomi, N., Siebold, A., Montavon, G., Müller, K.-R., Kantz, H., & Valleriani, M. (2022). An Ever-Expanding Humanities Knowledge Graph: The Sphaera Corpus at the Intersection of Humanities, Data Management, and Machine Learning. Datenbank-Spektrum, 22, 153-162. doi:10.1007/s13222-022-00414-1. [PubMan] : Valleriani, M., Federau, B., & Nicolaeva, O. (2022). The Hidden Praeceptor: How Georg Rheticus Taught Geocentric Cosmology to Europe. Perspectives on Science, 30(3), 407-436. doi:10.1162/posc_a_00421. [PubMan] : Valleriani, M., & Ottone, A. (Eds.). (2022). Publishing Sacrobosco’s De sphaera in Early Modern Europe: Modes of Material and Scientific Exchange. Cham: Springer. doi:10.1007/978-3-030-86600-6. [PubMan] : Eberle, O., Büttner, J., Kräutli, F., Müller, K.-R., Valleriani, M., & Montavon, G. (2022). Building and Interpreting Deep Similarity Models. IEEE Transactions on Pattern Analysis and Machine Intelligence, 44(3), 1149-1161. doi:10.1109/TPAMI.2020.3020738. [PubMan] : Valleriani, M. (2022). How Does the Homogenization of Scientific Knowledge Occur? Latest Thinking. doi:10.21036/LTPUB101041. [PubMan] : Valleriani, M., & Sander, C. (2022). Paratexts, Printers, and Publishers: Book Production in Social Context. In M. Valleriani, & A. Ottone (Eds.), Publishing Sacrobosco’s De sphaera in Early Modern Europe: Modes of Material and Scientific Exchange (pp. 337-367). Cham: Springer. doi:10.1007/978-3-030-86600-6_10. [PubMan] : Kräutli, F., Chen, E., & Valleriani, M. (2022). Linked Data Strategies for Conserving Digital Research Outputs: The Shelf Life of Digital Humanities. In K. Golub, & Y.-H. Liu (Eds.), Information and Knowledge: Organisation in Digital Humanities, Global Perspectives (pp. 206-224). London: Routledge. doi:10.4324/9781003131816-10. [PubMan] : Valleriani, M., Büttner, J., Martinetz, J., & El-Hajj, H. (2022). CorDeep [Web Application]. [PubMan]