Foto del docente

Alessandra Lumini

Assistant professor

Department of Computer Science and Engineering

Academic discipline: ING-INF/05 Information Processing Systems

Publications

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]

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, pp. 113019 - 113026 [Scientific article]

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

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 [Scientific article]

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

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

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]

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

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 [Scientific article]

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 [Chapter or essay]

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

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 [Scientific article]

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