Francesco Sambo

Orcid: 0000-0002-7726-5811

According to our database1, Francesco Sambo authored at least 39 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Dynamic Bird's Eye View Reconstruction of Driving Accidents.
IEEE Trans. Intell. Transp. Syst., August, 2024

2023
Lightweight and Effective Convolutional Neural Networks for Vehicle Viewpoint Estimation From Monocular Images.
IEEE Trans. Intell. Transp. Syst., January, 2023

Cross-Model Temporal Cooperation Via Saliency Maps for Efficient Recognition and Classification of Relevant Traffic Lights.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

An Object Detection Approach for Lane Change and Overtake Detection from Motion Profiles.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Cross-model temporal cooperation via saliency maps for efficient frame classification.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
Unsafe Maneuver Classification From Dashcam Video and GPS/IMU Sensors Using Spatio-Temporal Attention Selector.
IEEE Trans. Intell. Transp. Syst., 2022

Deep Crash Detection From Vehicular Sensor Data With Multimodal Self-Supervision.
IEEE Trans. Intell. Transp. Syst., 2022

Detection of Stop Sign Violations From Dashcam Data.
IEEE Trans. Intell. Transp. Syst., 2022

2020
Two-stream neural architecture for unsafe maneuvers classification from dashcam videos and GPS/IMU sensors.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

A Lightweight Deep Learning Model for Vehicle Viewpoint Estimation from Dashcam Images.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

2019
Light Footprint Driving Behaviour Classification.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Fault detection in non-reporting Vehicle Tracking Units.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

2018
Optimizing PCR primers targeting the bacterial 16S ribosomal RNA gene.
BMC Bioinform., 2018

Classification of Crash and Near-Crash Events from Dashcam Videos and Telematics.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

2017
A multi-objective coordinate-exchange two-phase local search algorithm for multi-stratum experiments.
Stat. Comput., 2017

bnstruct: an R package for Bayesian Network structure learning in the presence of missing data.
Bioinform., 2017

Integration of GPS and satellite images for detection and classification of fleet hotspots.
Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

Stop Purpose Classification from GPS Data of Commercial Vehicle Fleets.
Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017

2016
Bayesian Deduction with Subjective Opinions.
Proceedings of the Principles of Knowledge Representation and Reasoning: Proceedings of the Fifteenth International Conference, 2016

Vehicle Classification from Low Frequency GPS Data.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

2015
A Dynamic Bayesian Network model for long-term simulation of clinical complications in type 1 diabetes.
J. Biomed. Informatics, 2015

Bayesian Network structure learning: Hybridizing complete search with independence tests.
AI Commun., 2015

Subjective Networks: Perspectives and Challenges.
Proceedings of the Graph Structures for Knowledge Representation and Reasoning, 2015

Towards subjective networks: Extending conditional reasoning in subjective logic.
Proceedings of the 18th International Conference on Information Fusion, 2015

A Bayesian Network analysis of the probabilistic relations between risk factors in the predisposition to type 2 diabetes.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

A Bayesian Network for Probabilistic Reasoning and Imputation of Missing Risk Factors in Type 2 Diabetes.
Proceedings of the Artificial Intelligence in Medicine, 2015

2014
A coordinate-exchange two-phase local search algorithm for the D- and I-optimal designs of split-plot experiments.
Comput. Stat. Data Anal., 2014

Compression and fast retrieval of SNP data.
Bioinform., 2014

ABACUS: an entropy-based cumulative bivariate statistic robust to rare variants and different direction of genotype effect.
Bioinform., 2014

A Tag-Based Recommender System.
Proceedings of the Intelligent Autonomous Systems 13, 2014

A data gathering framework to collect Type 2 diabetes patients data.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014

2012
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., 2012

Qualitative Reasoning for Biological Network Inference from Systematic Perturbation Experiments.
IEEE ACM Trans. Comput. Biol. Bioinform., 2012

Bag of Naïve Bayes: biomarker selection and classification from genome-wide SNP data.
BMC Bioinform., 2012

Minimizing Time When Applying Bootstrap to Contingency Tables Analysis of Genome-Wide Data.
Proceedings of the Learning and Intelligent Optimization - 6th International Conference, 2012

2010
Advanced algorithms for genomic data analysis.
PhD thesis, 2010

Qualitative Reasoning on Systematic Gene Perturbation Experiments.
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2010

2009
Fuzzy Mutual Information for Reverse Engineering of Gene Regulatory Networks.
Proceedings of the IJCCI 2009, 2009

On the Difficulty of Inferring Gene Regulatory Networks: A Study of the Fitness Landscape Generated by Relative Squared Error.
Proceedings of the Artifical Evolution, 2009


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