Federico Cruciani

Orcid: 0000-0002-1870-0203

According to our database1, Federico Cruciani authored at least 30 papers between 2010 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2024
Data Augmentation for Human Activity Recognition With Generative Adversarial Networks.
IEEE J. Biomed. Health Informatics, April, 2024

Leveraging Large Language Models for Activity Recognition in Smart Environments.
Proceedings of the International Conference on Activity and Behavior Computing, 2024

2023
Deep learning for network intrusion: A hierarchical approach to reduce false alarms.
Intell. Syst. Appl., May, 2023

Comparing general purpose pre-trained Word and Sentence embeddings for Requirements Classification.
Proceedings of the Joint Proceedings of REFSQ-2023 Workshops, 2023

2022
Context-Adaptive Sub-Nyquist Sampling for Low-Power Wearable Sensing Systems.
IEEE Trans. Mob. Comput., 2022

Investigation of the Relationship Between Indoor Air Quality and Physical Activity.
Proceedings of the International Conference on Ubiquitous Computing & Ambient Intelligence, 2022

A Reusable Software Platform for Delivery of Digital Interventions.
Proceedings of the International Conference on Ubiquitous Computing & Ambient Intelligence, 2022

2021
Semi-Supervised Detection of Algorithmically Generated Domains using Neural Network-Based Autoencoders.
Proceedings of the Workshop on AI and Cybersecurity (AI-Cybersec 2021) co-located with 41st SGAI International Conference on Artificial Intelligence (SGAI 2021), 2021

Recognition of Hygiene Activities by Means of Multimodal Sensors.
Proceedings of the Research and Innovation Forum 2021: Managing Continuity, 2021

2020
Personalisation of machine learning models for human activity recognition
PhD thesis, 2020

Using Convolutional Neural Networks with Multiple Thermal Sensors for Unobtrusive Pose Recognition.
Sensors, 2020

Feature learning for Human Activity Recognition using Convolutional Neural Networks.
CCF Trans. Pervasive Comput. Interact., 2020

Domain Adaptation of Binary Sensors in Smart Environments Through Activity Alignment.
IEEE Access, 2020

Personalizing Activity Recognition With a Clustering Based Semi-Population Approach.
IEEE Access, 2020

2019
Comparing CNN and Human Crafted Features for Human Activity Recognition.
Proceedings of the 2019 IEEE SmartWorld, 2019

A Public Domain Dataset for Human Activity Recognition in Free-Living Conditions.
Proceedings of the 2019 IEEE SmartWorld, 2019

Intelligent System for the Prevention of Pressure Ulcers by Monitoring Postural Changes with Wearable Inertial Sensors.
Proceedings of the 13th International Conference on Ubiquitous Computing and Ambient Intelligence, 2019

Straightforward Recognition of Daily Objects in Smart Environments from Wearable Vision Sensor.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops, 2019

Preliminary evaluation of a self-management health app by people with cognitive impairment.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops, 2019

2018
Automatic Annotation for Human Activity Recognition in Free Living Using a Smartphone.
Sensors, 2018

H<sup>2</sup>Al - The Human Health and Activity Laboratory.
Proceedings of the 12th International Conference on Ubiquitous Computing and Ambient Intelligence, 2018

A Conceptual framework for Adaptive User Interfaces for older adults.
Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018

Personalized Online Training for Physical Activity monitoring using weak labels.
Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018

2017
Rich context information for just-in-time adaptive intervention promoting physical activity.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
Doorstep: A doorbell security system for the prevention of doorstep crime.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2014
Multi-source Context Data Representation and Distribution in an ICT Tool for Autism Treatment.
Proceedings of the Ubiquitous Computing and Ambient Intelligence. Personalisation and User Adapted Services, 2014

Doorstep Security; Using a Technology Based Solution for the Prevention of Doorstep Crime.
Proceedings of the Ambient Assisted Living and Daily Activities, 2014

2011
Reducing Complexity of Data Flow Testing in the Verification of a IEC-62304 Flexible Workflow System.
Proceedings of the Computer Safety, Reliability, and Security, 2011

Annotating Sensor Data to Identify Activities of Daily Living.
Proceedings of the Toward Useful Services for Elderly and People with Disabilities, 2011

2010
DANTE: A Video Based Annotation Tool for Smart Environments.
Proceedings of the Sensor Systems and Software - Second International ICST Conference, 2010


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