Foto del docente

Alessandra Lumini

Associate Professor

Department of Computer Science and Engineering

Academic discipline: IINF-05/A Information Processing Systems

Publications

Nanni L.; Brahnam S.; Lumini A.; Maguolo G., Animal sound classification using dissimilarity spaces, «APPLIED SCIENCES», 2020, 10, Article number: 8578 , pp. 1 - 18 [Scientific article]Open Access

Nanni L.; Pasquali F.; Brahnam S.; Lumini A.; Axenopoulos A., Convolutional neural networks for 3d protein classification, in: Intelligent Systems Reference Library, Cham, Springer, 2020, pp. 237 - 250 (INTELLIGENT SYSTEMS REFERENCE LIBRARY) [Chapter or essay]

Nanni, Loris; Lumini, Alessandra; Maguolo, Gianluca, Digital Recognition of Breast Cancer Using TakhisisNet, in: Opportunities and Challenges in Digital Healthcare Innovation, Hershey, IGI Global, 2020, pp. 151 - 169 [Chapter or essay]

Nanni, L.; Brahnam, S.; Lumini, A., Ensemble of Deep Learning Approaches for ATC Classification, in: Smart Innovation, Systems and Technologies, Singapore, Springer, 2020, pp. 117 - 125 (SMART INNOVATION, SYSTEMS AND TECHNOLOGIES) [Chapter or essay]

Lumini A.; Nanni L., Fair comparison of skin detection approaches on publicly available datasets, «EXPERT SYSTEMS WITH APPLICATIONS», 2020, 160, Article number: 113677 , pp. 1 - 11 [Scientific article]Open Access

Nanni Loris; Lumini Alessandra; Pasquali Federica; Brahnam Sheryl, iProStruct2D: Identifying protein structural classes by deep learning via 2D representations, «EXPERT SYSTEMS WITH APPLICATIONS», 2020, 142, Article number: 113019 , pp. 1 - 8 [Scientific article]Open Access

Nanni L.; Rigo A.; Lumini A.; Brahnam S., Spectrogram classification using dissimilarity space, «APPLIED SCIENCES», 2020, 10, Article number: 4176 , pp. 1 - 17 [Scientific article]Open Access

Nanni Loris; Lumini Alessandra; Ghidoni Stefano; Maguolo Gianluca, Stochastic selection of activation layers for convolutional neural networks, «SENSORS», 2020, 20, Article number: 1626 , pp. 1 - 15 [Scientific article]Open Access

Nanni L.; Brahnam S.; Ghidoni S.; Lumini A., Bioimage Classification with Handcrafted and Learned Features, «IEEE/ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS», 2019, 16, Article number: 8328839 , pp. 874 - 885 [Scientific article]

Lumini A.; Nanni L., Deep learning and transfer learning features for plankton classification, «ECOLOGICAL INFORMATICS», 2019, 51, pp. 33 - 43 [Scientific article]Open Access

Nanni L.; Brahnam S.; Lumini A., Face detection ensemble with methods using depth information to filter false positives, «SENSORS», 2019, 19, Article number: 5242 , pp. 1 - 18 [Scientific article]Open Access

Lopez-Lopez, Eric; V. Regueiro, Carlos; M. Pardo, Xosé; Franco, Annalisa; Lumini, Alessandra, Incremental Learning Techniques Within a Self-updating Approach for Face Verification in Video-Surveillance, in: Pattern Recognition and Image Analysis, Springer, 2019, 11868, pp. 25 - 37 (atti di: Iberian Conference on Pattern Recognition and Image Analysis, Madrid, Spain, 01/07/2019 - 04/07/2019) [Contribution to conference proceedings]

Lumini, Alessandra; Nanni, Loris; Codogno, Alice; Berno, Filippo, Learning morphological operators for skin detection, «JOURNAL OF ARTIFICIAL INTELLIGENCE AND SYSTEMS», 2019, 1, pp. 60 - 76 [Scientific article]

Lumini A.; Nanni L., Ocean ecosystems plankton classification, in: Studies in Computational Intelligence, Berlino, Springer Verlag, 2019, pp. 261 - 280 (STUDIES IN COMPUTATIONAL INTELLIGENCE) [Chapter or essay]

Nanni L.; Brahnam S.; Lumini A., Texture descriptors for representing feature vectors, «EXPERT SYSTEMS WITH APPLICATIONS», 2019, 122, pp. 163 - 172 [Scientific article]

Latest news

At the moment no news are available.