For the most up-to-date list of publications and citations, visit my Google Scholar profile.

Selected Publications

Incremental and Decremental Continual Learning for Privacy-Preserving Video Recognition (2024) L. Caselli, S. Magistri, T. Bianconcini, A. Benericetti, D. C. de Andrade, A. D. Bagdanov European Conference on Computer Vision (ECCV), Springer

Cross-Model Temporal Cooperation Via Saliency Maps for Efficient Recognition and Classification of Relevant Traffic Lights (2023) T. Trinci, T. Bianconcini, L. Sarti, L. Taccari, F. Sambo IEEE International Conference on Intelligent Transportation Systems (ITSC)

Cross-model temporal cooperation via saliency maps for efficient frame classification (2023) T. Trinci, T. Bianconcini, L. Sarti, L. Taccari, F. Sambo IEEE/CVF International Conference on Computer Vision (ICCV)

Subsampled first-order optimization methods with applications in imaging (2023) S. Bellavia, T. Bianconcini, N. Krejić, B. Morini Handbook of Mathematical Models and Algorithms in Computer Vision and Imaging, Springer

Deep crash detection from vehicular sensor data with multimodal self-supervision (2021) L. Kubin, T. Bianconcini, D. C. de Andrade, M. Simoncini, L. Taccari, F. Sambo IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 8

Exploiting sets of independent moves in VRP (2018) T. Bianconcini, D. Di Lorenzo, A. Lori, F. Schoen, L. Taccari EURO Journal on Transportation and Logistics, vol. 7, no. 2, pp. 93-120

A cubic regularization algorithm for unconstrained optimization using line search and nonmonotone techniques (2016) T. Bianconcini, M. Sciandrone Optimization Methods and Software, vol. 31, no. 5, pp. 1008-1035

On the use of iterative methods in cubic regularization for unconstrained optimization (2015) T. Bianconcini, G. Liuzzi, B. Morini, M. Sciandrone Computational Optimization and Applications, vol. 60, no. 1, pp. 35-57

Thesis

New classes of adaptive cubic regularization algorithms for unconstrained optimization (2015) T. Bianconcini PhD Thesis, Università degli Studi di Firenze

Selected Patents

Systems and methods for detecting vehicle tailgating (2025) T. Bianconcini, S. Caprasecca, T. Mugnai, L. Bravi, F. Sambo, L. Taccari US Patent 12,374,119

Systems and methods for utilizing machine learning for vehicle detection of adverse conditions (2024) T. Bianconcini, L. Sarti, L. Taccari, F. Sambo, F. Schoen, E. Civitelli, S. Magistri US Patent 12,026,953

Systems and methods for utilizing models to determine real time estimated times of arrival for scheduled appointments (2024) D. Di Lorenzo, A. Sanfratello, T. Bianconcini US Patent 11,922,530

Systems and methods for utilizing models to detect dangerous tracks for vehicles (2023) L. Sarti, T. Bianconcini, L. Taccari US Patent 11,594,042

Systems and methods for utilizing models to identify a vehicle accident based on vehicle sensor data and video data (2022) L. Taccari, L. Kubin, T. Bianconcini, A. Benericetti, L. Sarti, T. Innocenti US Patent 11,328,505

Systems and methods for detecting vehicle tailgating (2022) T. Bianconcini, S. Caprasecca, T. Mugnai, L. Bravi, F. Sambo, L. Taccari US Patent 11,501,538

System and method for accelerating route search (2018) D. Di Lorenzo, T. Bianconcini, A. Lori, P. Mitchell, F. Schoen US Patent 10,119,826