Francesco Sambo

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 20

Top Topics

Bayesian Network Structure Learning

Monocular Images

Top Venues

IEEE Trans. Intell. Transp. Syst.

Publications

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) (2024)
Tomaso Trinci, Tommaso Bianconcini, Leonardo Sarti, Leonardo Taccari, Francesco Sambo
Cross-model temporal cooperation via saliency maps for efficient frame classification. ICCV (Workshops) (2023)
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) (2023)
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)
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)
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) (2022)
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) (2022)
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) (2022)
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)
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)
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)
Aurel Pjetri, Matteo Simoncini, Francesco Sambo, Alessandro Lori, Fabio Schoen
Light Footprint Driving Behaviour Classification. ITSC (2019)
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) (2018)
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)
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)
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) (2017)
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)
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) (2017)
Matteo Simoncini, Francesco Sambo, Leonardo Taccari, Luca Bravi, Samuele Salti, Alessandro Lori
Vehicle Classification from Low Frequency GPS Data. ICDM Workshops (2016)
Magdalena Ivanovska, Audun Jøsang, Francesco Sambo
Bayesian Deduction with Subjective Opinions. KR (2016)
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)
Magdalena Ivanovska, Audun Jøsang, Lance M. Kaplan, Francesco Sambo
Subjective Networks: Perspectives and Challenges. GKR (2015)
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)
Silvana Badaloni, Francesco Sambo, Francesco Venco
Bayesian Network structure learning: Hybridizing complete search with independence tests. AI Commun. 28 (2) (2015)
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 (2015)
Lance M. Kaplan, Magdalena Ivanovska, Audun Jøsang, Francesco Sambo
Towards subjective networks: Extending conditional reasoning in subjective logic. FUSION (2015)
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)
Francesco Sambo, Barbara Di Camillo, Gianna Toffolo, Claudio Cobelli
Compression and fast retrieval of SNP data. Bioinform. 30 (21) (2014)
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) (2014)
Pietro De Caro, Maria Silvia Pini, Francesco Sambo
A Tag-Based Recommender System. IAS (2014)
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 (2014)
Francesco Sambo, Barbara Di Camillo
Minimizing Time When Applying Bootstrap to Contingency Tables Analysis of Genome-Wide Data. LION (2012)
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) (2012)
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) (2012)
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) (2012)
Francesco Sambo, Barbara Di Camillo
Qualitative Reasoning on Systematic Gene Perturbation Experiments. CIBB (2010)
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)
Silvana Badaloni, Marco Falda, Paolo Massignan, Francesco Sambo
Fuzzy Mutual Information for Reverse Engineering of Gene Regulatory Networks. IJCCI (2009)