Foto del docente

Alessandra Lumini

Ricercatrice confermata

Dipartimento di Informatica - Scienza e Ingegneria



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) [capitolo di libro]

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, pp. 874 - 885 [articolo]

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

Nanni L.; Brahnam S.; Lumini A., Face detection ensemble with methods using depth information to filter false positives, «SENSORS», 2019, 19, pp. 1 - 18 [articolo]

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, «LECTURE NOTES IN ARTIFICIAL INTELLIGENCE», 2019, 11868, pp. 25 - 37 (atti di: Iberian Conference on Pattern Recognition and Image Analysis, Madrid, Spain, 01/07/2019 - 04/07/2019) [Contributo in Atti di convegno]

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

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

Alessandra Lumini; Loris Nanni, Convolutional Neural Networks for ATC Classification, «CURRENT PHARMACEUTICAL DESIGN», 2018, 24, pp. 4007 - 4012 [articolo]

Nanni, Loris; Lumini, Alessandra*; Zaffonato, Nicolò, Ensemble based on static classifier selection for automated diagnosis of Mild Cognitive Impairment, «JOURNAL OF NEUROSCIENCE METHODS», 2018, 302, pp. 42 - 46 [articolo]

Loris, Nanni; Alessandra, Lumini; Stefano, Ghidoni, Ensemble of Both Texture and Color Features for Reliable Person Re-Identification, in: Horizons in Computer Science Research. Volume 14, Hauppauge, Nova Science Publishers, 2017, pp. 1 - 12 [capitolo di libro]

Alessandra, Lumini; Loris, Nanni; Sheryl, Brahnam, Ensemble of texture descriptors and classifiers for face recognition, «APPLIED COMPUTING AND INFORMATICS», 2017, 13, pp. 79 - 91 [articolo]

Nanni, Loris; Lumini, Alessandra; Brahnam, Sheryl, Ensemble of texture descriptors for face recognition obtained by varying feature transforms and preprocessing approaches, «APPLIED SOFT COMPUTING», 2017, 61, pp. 8 - 16 [articolo]

Alessandra, Lumini, GeoPhotoHunt: A Mobile Application for Playing Photo Treasure Hunts and Suggesting Tourist Tours, «INTERNATIONAL JOURNAL OF WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING», 2017, 4, pp. 1 - 15 [articolo]

Lumini, Alessandra; Nanni, Loris, Overview of the combination of biometric matchers, «INFORMATION FUSION», 2017, 33, pp. 71 - 85 [articolo]

Loris, Nanni; Alessandra, Lumini, Skin Detection for Reducing False Positive in Face Detection, in: Advances in Engineering Research. Volume 16, Hauppauge, Nova Science Publishers, 2017, pp. 1 - 19 [capitolo di libro]

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