ML and HMI methods for the analysis and interpretation of images and other multi-dimensional data

Master of Science

• Information systems. A.A. 2019/20, INGEGNERIA GESTIONALE (ENGINEERING AND MANAGEMENT). Collaboratore del corso
• Information systems. A.A. 2020/21, INGEGNERIA GESTIONALE (ENGINEERING AND MANAGEMENT). Collaboratore del corso
• Information systems. A.A. 2021/22, INGEGNERIA GESTIONALE (ENGINEERING AND MANAGEMENT). Collaboratore del corso

• Famouri, Sina (2022)
  Machine learning methods for the analysis and interpretation of images and other multi-dimensional data. relatore: LAMBERTI, FABRIZIO; , 34. XXXIV Ciclo, P.: 119
  Doctoral Thesis
• Famouri, Sina; Morra, Lia; Mangia, Leonardo; Lamberti, Fabrizio (2021)
  Breast mass detection with faster R-CNN: On the feasibility of learning from noisy annotations. In: IEEE ACCESS, vol. 9, pp. 66163-66175. ISSN 2169-3536
  Contributo su Rivista
• Garcea, Fabio; Famouri, Sina; Valentino, Davide; Morra, Lia; Lamberti, Fabrizio (2020)
  iNNvestigate-GUI - Explaining neural networks through an interactive visualization tool. In: 9th IAPR TC3 Workshop on Artificial Neural Networks in Pattern Recognition (ANNPR 2020), Winterthur, Switzerland, September 2-4, 2020, pp. 291-303
  Contributo in Atti di Convegno (Proceeding)
• Famouri, Sina; Morra, Lia; Lamberti, Fabrizio (2020)
  A deep learning approach for efficient registration of dual view mammography. In: 9th IAPR TC3 Workshop on Artificial Neural Networks in Pattern Recognition (ANNPR 2020), Winterthur, Switzerland, September 2-4, 2020, pp. 162-172
  Contributo in Atti di Convegno (Proceeding)
• Morra, Lia; Famouri, Sina; Cagri Karakus, Huseyin; Lamberti, Fabrizio (2019)
  Automatic detection of canonical image orientation by convolutional neural networks. In: IEEE 23RD International Symposium on Consumer Technologies (ISCT 2019), Ancona, Italy, June 19-21, 2019, pp. 1-6. ISBN: 978-172813570-0
  Contributo in Atti di Convegno (Proceeding)