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2020 – today
- 2024
[j16]Marco Boschi
, Luca De Luigi, Samuele Salti, Francesco Sambo, Douglas Coimbra de Andrade, Leonardo Taccari, Alex Quintero Garcia:
Dynamic Bird's Eye View Reconstruction of Driving Accidents. IEEE Trans. Intell. Transp. Syst. 25(8): 8671-8680 (2024)- [i1]Aurel Pjetri, Stefano Caprasecca, Leonardo Taccari, Matteo Simoncini, Henrique Piñeiro Monteagudo, Walter Wallace, Douglas Coimbra de Andrade, Francesco Sambo, Andrew D. Bagdanov:
A New Dataset for Monocular Depth Estimation Under Viewpoint Shifts. CoRR abs/2409.17851 (2024) - 2023
- [j15]Simone Magistri, Marco Boschi, Francesco Sambo, Douglas Coimbra de Andrade, Matteo Simoncini, Luca Kubin, Leonardo Taccari, Luca De Luigi, Samuele Salti:
Lightweight and Effective Convolutional Neural Networks for Vehicle Viewpoint Estimation From Monocular Images. IEEE Trans. Intell. Transp. Syst. 24(1): 191-200 (2023) - [c22]Tomaso Trinci, Tommaso Bianconcini, Leonardo Sarti, Leonardo Taccari, Francesco Sambo:
Cross-model temporal cooperation via saliency maps for efficient frame classification. ICCV (Workshops) 2023: 1156-1160 - [c21]Andrea Benericetti, Niccolò Bellaccini, Henrique Piñeiro Monteagudo, Matteo Simoncini, Francesco Sambo:
An Object Detection Approach for Lane Change and Overtake Detection from Motion Profiles. ITSC 2023: 1389-1394 - [c20]Tomaso Trinci, Tommaso Bianconcini, Leonardo Sarti, Leonardo Taccari, Francesco Sambo:
Cross-Model Temporal Cooperation Via Saliency Maps for Efficient Recognition and Classification of Relevant Traffic Lights. ITSC 2023: 2758-2763 - 2022
- [j14]Luca Bravi, Luca Kubin, Stefano Caprasecca, Douglas Coimbra de Andrade, Matteo Simoncini, Leonardo Taccari, Francesco Sambo:
Detection of Stop Sign Violations From Dashcam Data. IEEE Trans. Intell. Transp. Syst. 23(6): 5411-5420 (2022) - [j13]Luca Kubin, Tommaso Bianconcini, Douglas Coimbra de Andrade, Matteo Simoncini, Leonardo Taccari, Francesco Sambo:
Deep Crash Detection From Vehicular Sensor Data With Multimodal Self-Supervision. IEEE Trans. Intell. Transp. Syst. 23(8): 12480-12489 (2022) - [j12]Matteo Simoncini, Douglas Coimbra de Andrade, Leonardo Taccari, Samuele Salti, Luca Kubin, Fabio Schoen, Francesco Sambo:
Unsafe Maneuver Classification From Dashcam Video and GPS/IMU Sensors Using Spatio-Temporal Attention Selector. IEEE Trans. Intell. Transp. Syst. 23(9): 15605-15615 (2022) - 2020
- [c19]Simone Magistri, Francesco Sambo, Fabio Schoen, Douglas Coimbra de Andrade, Matteo Simoncini, Stefano Caprasecca, Luca Kubin, Luca Bravi, Leonardo Taccari:
A Lightweight Deep Learning Model for Vehicle Viewpoint Estimation from Dashcam Images. ITSC 2020: 1-6 - [c18]Matteo Simoncini, Douglas Coimbra de Andrade, Samuele Salti, Leonardo Taccari, Fabio Schoen, Francesco Sambo:
Two-stream neural architecture for unsafe maneuvers classification from dashcam videos and GPS/IMU sensors. ITSC 2020: 1-6
2010 – 2019
- 2019
- [c17]Aurel Pjetri, Matteo Simoncini, Francesco Sambo, Alessandro Lori, Fabio Schoen:
Light Footprint Driving Behaviour Classification. ITSC 2019: 1186-1191 - [c16]Luca Bravi, Matteo Simoncini, Leonardo Taccari, Leonardo Sarti, Stefano Caprasecca, Andrea Benericetti, Alessandro Lori, Samuele Salti, Francesco Sambo:
Fault detection in non-reporting Vehicle Tracking Units. ITSC 2019: 2791-2796 - 2018
- [j11]Francesco Sambo, Francesca Finotello, Enrico Lavezzo, Giacomo Baruzzo, Giulia Masi, Elektra Peta, Marco Falda, Stefano Toppo, Luisa Barzon, Barbara Di Camillo:
Optimizing PCR primers targeting the bacterial 16S ribosomal RNA gene. BMC Bioinform. 19(1): 343:1-343:10 (2018) - [c15]Leonardo Taccari, Francesco Sambo, Luca Bravi, Samuele Salti, Leonardo Sarti, Matteo Simoncini, Alessandro Lori:
Classification of Crash and Near-Crash Events from Dashcam Videos and Telematics. ITSC 2018: 2460-2465 - 2017
- [j10]Alberto Franzin, Francesco Sambo, Barbara Di Camillo:
bnstruct: an R package for Bayesian Network structure learning in the presence of missing data. Bioinform. 33(8): 1250-1252 (2017) - [j9]Matteo Borrotti, Francesco Sambo, Kalliopi Mylona, Steven G. Gilmour:
A multi-objective coordinate-exchange two-phase local search algorithm for multi-stratum experiments. Stat. Comput. 27(2): 469-481 (2017) - [c14]Leonardo Sarti, Luca Bravi, Francesco Sambo, Leonardo Taccari, Matteo Simoncini, Samuele Salti, Alessandro Lori:
Stop Purpose Classification from GPS Data of Commercial Vehicle Fleets. ICDM Workshops 2017: 280-287 - [c13]Francesco Sambo, Samuele Salti, Luca Bravi, Matteo Simoncini, Leonardo Taccari, Alessandro Lori:
Integration of GPS and satellite images for detection and classification of fleet hotspots. ITSC 2017: 1-6 - 2016
- [c12]Matteo Simoncini, Francesco Sambo, Leonardo Taccari, Luca Bravi, Samuele Salti, Alessandro Lori:
Vehicle Classification from Low Frequency GPS Data. ICDM Workshops 2016: 1159-1166 - [c11]Magdalena Ivanovska, Audun Jøsang, Francesco Sambo:
Bayesian Deduction with Subjective Opinions. KR 2016: 484-493 - 2015
- [j8]Silvana Badaloni, Francesco Sambo, Francesco Venco:
Bayesian Network structure learning: Hybridizing complete search with independence tests. AI Commun. 28(2): 309-322 (2015) - [j7]Simone Marini, Emanuele Trifoglio, Nicola Barbarini, Francesco Sambo, Barbara Di Camillo, Alberto Malovini, Marco Manfrini, Claudio Cobelli, Riccardo Bellazzi:
A Dynamic Bayesian Network model for long-term simulation of clinical complications in type 1 diabetes. J. Biomed. Informatics 57: 369-376 (2015) - [c10]Francesco Sambo, Andrea Facchinetti, Liisa Hakaste, Jasmina Kravic, Barbara Di Camillo, Giuseppe Fico, Jaakko Tuomilehto, Leif Groop, Rafael Gabriel, Tuomi Tiinamaija, Claudio Cobelli:
A Bayesian Network for Probabilistic Reasoning and Imputation of Missing Risk Factors in Type 2 Diabetes. AIME 2015: 172-176 - [c9]Francesco Sambo, Barbara Di Camillo, Alberto Franzin, Andrea Facchinetti, Liisa Hakaste, Jasmina Kravic, Giuseppe Fico, Jaakko Tuomilehto, Leif Groop, Rafael Gabriel, Tuomi Tiinamaija, Claudio Cobelli:
A Bayesian Network analysis of the probabilistic relations between risk factors in the predisposition to type 2 diabetes. EMBC 2015: 2119-2122 - [c8]Lance M. Kaplan, Magdalena Ivanovska, Audun Jøsang, Francesco Sambo:
Towards subjective networks: Extending conditional reasoning in subjective logic. FUSION 2015: 319-326 - [c7]Magdalena Ivanovska, Audun Jøsang, Lance M. Kaplan, Francesco Sambo:
Subjective Networks: Perspectives and Challenges. GKR 2015: 107-124 - 2014
- [j6]Barbara Di Camillo, Francesco Sambo, Gianna Toffolo, Claudio Cobelli:
ABACUS: an entropy-based cumulative bivariate statistic robust to rare variants and different direction of genotype effect. Bioinform. 30(3): 384-391 (2014) - [j5]Francesco Sambo, Barbara Di Camillo, Gianna Toffolo, Claudio Cobelli:
Compression and fast retrieval of SNP data. Bioinform. 30(21): 3078-3085 (2014) - [j4]Francesco Sambo, Matteo Borrotti, Kalliopi Mylona:
A coordinate-exchange two-phase local search algorithm for the D- and I-optimal designs of split-plot experiments. Comput. Stat. Data Anal. 71: 1193-1207 (2014) - [c6]Arianna Dagliati, Lucia Sacchi, Mauro Bucalo, Daniele Segagni, Konstantia Zarkogianni, Antonio Martinez-Millana, Jorge Cancela, Francesco Sambo, Giuseppe Fico, Maria Teresa Meneu Barreira, Carlo Cerra, Konstantina S. Nikita, Claudio Cobelli, Luca Chiovato, María Teresa Arredondo, Riccardo Bellazzi:
A data gathering framework to collect Type 2 diabetes patients data. BHI 2014: 244-247 - [c5]Pietro De Caro, Maria Silvia Pini, Francesco Sambo:
A Tag-Based Recommender System. IAS 2014: 1049-1061 - 2012
- [j3]Francesco Sambo, Emanuele Trifoglio, Barbara Di Camillo, Gianna Maria Toffolo, Claudio Cobelli:
Bag of Naïve Bayes: biomarker selection and classification from genome-wide SNP data. BMC Bioinform. 13(S-14): S2 (2012) - [j2]Francesco Sambo, Marco Antonio Montes de Oca, Barbara Di Camillo, Gianna Toffolo, Thomas Stützle:
MORE: Mixed Optimization for Reverse Engineering - An Application to Modeling Biological Networks Response via Sparse Systems of Nonlinear Differential Equations. IEEE ACM Trans. Comput. Biol. Bioinform. 9(5): 1459-1471 (2012) - [j1]Silvana Badaloni, Barbara Di Camillo, Francesco Sambo:
Qualitative Reasoning for Biological Network Inference from Systematic Perturbation Experiments. IEEE ACM Trans. Comput. Biol. Bioinform. 9(5): 1482-1491 (2012) - [c4]Francesco Sambo, Barbara Di Camillo:
Minimizing Time When Applying Bootstrap to Contingency Tables Analysis of Genome-Wide Data. LION 2012: 175-189 - 2010
- [b1]Francesco Sambo:
Advanced algorithms for genomic data analysis. University of Padua, Italy, 2010 - [c3]Francesco Sambo, Barbara Di Camillo:
Qualitative Reasoning on Systematic Gene Perturbation Experiments. CIBB 2010: 135-146
2000 – 2009
- 2009
- [c2]Francesco Sambo, Marco Antonio Montes de Oca, Barbara Di Camillo, Thomas Stützle:
On the Difficulty of Inferring Gene Regulatory Networks: A Study of the Fitness Landscape Generated by Relative Squared Error. Artificial Evolution 2009: 74-85 - [c1]Silvana Badaloni, Marco Falda, Paolo Massignan, Francesco Sambo:
Fuzzy Mutual Information for Reverse Engineering of Gene Regulatory Networks. IJCCI 2009: 25-30
Coauthor Index
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