Daniela Giordano

Orcid: 0000-0001-5135-1351

According to our database1, Daniela Giordano authored at least 147 papers between 1992 and 2024.

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

Timeline

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Bibliography

2024
Terrain traversability prediction through self-supervised learning and unsupervised domain adaptation on synthetic data.
Auton. Robots, April, 2024

2023
BioTrak: A Blockchain-based Platform for Food Chain Logistics Traceability.
CoRR, 2023

A Baseline on Continual Learning Methods for Video Action Recognition.
Proceedings of the IEEE International Conference on Image Processing, 2023

Ensemble and Personalized Transformer Models for Subject Identification and Relapse Detection in E-Prevention Challenge.
Proceedings of the IEEE International Conference on Acoustics, 2023

Dynamic Graph Attention: Unraveling Spatio-Temporal Synchrony in EEG Data.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022
GAN Latent Space Manipulation and Aggregation for Federated Learning in Medical Imaging.
Proceedings of the Distributed, Collaborative, and Federated Learning, and Affordable AI and Healthcare for Resource Diverse Global Health, 2022

Neural Transformers for Intraductal Papillary Mucosal Neoplasms (IPMN) Classification in MRI images.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021
Exploiting structured high-level knowledge for domain-specific visual classification.
Pattern Recognit., 2021

Decoding Brain Representations by Multimodal Learning of Neural Activity and Visual Features.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Hierarchical Domain-Adapted Feature Learning for Video Saliency Prediction.
Int. J. Comput. Vis., 2021

Internetworked wrist sensing devices for Pervasive and M-Connected Eldercare.
Proceedings of the 3rd IEEE Global Conference on Life Sciences and Technologies, 2021

Prognostics and Management of Mental Stress by AIoT monitoring and Schlegel Diagrams.
Proceedings of the IEEE International Smart Cities Conference, 2021

Interpretable Deep Model For Predicting Gene-Addicted Non-Small-Cell Lung Cancer In Ct Scans.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020
MASK-RL: Multiagent Video Object Segmentation Framework Through Reinforcement Learning.
IEEE Trans. Neural Networks Learn. Syst., 2020

Adversarial Framework for Unsupervised Learning of Motion Dynamics in Videos.
Int. J. Comput. Vis., 2020

Correct block-design experiments mitigate temporal correlation bias in EEG classification.
CoRR, 2020

Video Saliency Detection with Domain Adaptation using Hierarchical Gradient Reversal Layers.
CoRR, 2020

Extending rnaSPAdes functionality for hybrid transcriptome assembly.
BMC Bioinform., 2020

ESP32 based Edge Devices to Bridge Smart Devices to MQTT Broker for Healthcare Purposes in the COVID Scenario.
Proceedings of the 10th International Conference on Pervasive and Parallel Computing, 2020

Deploying Wifi, RF and BLE sensors for pervasive monitoring and control.
Proceedings of the 2020 IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2020

Domain Adaptation for Outdoor Robot Traversability Estimation from RGB data with Safety-Preserving Loss.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Finding the Proper Mental Stress Model Depending on Context using Edge Devices and Machine Learning.
Proceedings of the IEEE International Conference on Internet of Things and Intelligence System, 2020

The Last Mile of M-Connected-Healthcare in the Covid Age: Data Sharing at Large Scale.
Proceedings of the IEEE International Conference on Internet of Things and Intelligence System, 2020

Deep Multi-stage Model for Automated Landmarking of Craniomaxillofacial CT Scans.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Deep Recurrent-Convolutional Model for Automated Segmentation of Craniomaxillofacial CT Scans.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Visual Saliency Detection guided by Neural Signals.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

2019
Guest Editorial Small Things and Big Data: Controversies and Challenges in Digital Healthcare.
IEEE J. Biomed. Health Informatics, 2019

A Saliency-Based Convolutional Neural Network for Table and Chart Detection in Digitized Documents.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

An AI-based Framework for Supporting Large Scale Automated Analysis of Video Capsule Endoscopy.
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

2018
Top-down saliency detection driven by visual classification.
Comput. Vis. Image Underst., 2018

Decoding Brain Representations by Multimodal Learning of Neural Activity and Visual Features.
CoRR, 2018

A Saliency-based Convolutional Neural Network for Table and Chart Detection in Digitized Documents.
CoRR, 2018

VOS-GAN: Adversarial Learning of Visual-Temporal Dynamics for Unsupervised Dense Prediction in Videos.
CoRR, 2018

Generating Synthetic Video Sequences by Explicitly Modeling Object Motion.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017
Gamifying Video Object Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Deep learning for automated skeletal bone age assessment in X-ray images.
Medical Image Anal., 2017

<i>Brain2Image</i>: Converting Brain Signals into Images.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Implicit Vs. Explicit Human Feedback for Interactive Video Object Segmentation.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2017, 2017

Generating Knowledge-Enriched Image Annotations for Fine-Grained Visual Classification.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

Generative Adversarial Networks Conditioned by Brain Signals.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Deep Learning Human Mind for Automated Visual Classification.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

An Eye Tracker based Computer System to Support Oculomotor and Attention Deficit Investigations.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017

2016
Fish Tracking.
Proceedings of the Fish4Knowledge: Collecting and Analyzing Massive Coral Reef Fish Video Data, 2016

Fish Detection.
Proceedings of the Fish4Knowledge: Collecting and Analyzing Massive Coral Reef Fish Video Data, 2016

A diversity-based search approach to support annotation of a large fish image dataset.
Multim. Syst., 2016

Modeling skeletal bone development with hidden Markov models.
Comput. Methods Programs Biomed., 2016

Generating reliable video annotations by exploiting the crowd.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Implementing Cyber Physical social Systems for smart cities: A semantic web perspective.
Proceedings of the 13th IEEE Annual Consumer Communications & Networking Conference, 2016

An ontological ubiquitous city information platform provided with Cyber-Physical-Social-Systems.
Proceedings of the 13th IEEE Annual Consumer Communications & Networking Conference, 2016

Mobile cyber physical systems for health care: Functions, ambient ontology and e-diagnostics.
Proceedings of the 13th IEEE Annual Consumer Communications & Networking Conference, 2016

2015
Mining literatures to discover novel multiple biological associations in a disease context.
Int. J. Data Min. Bioinform., 2015

Nonparametric label propagation using mutual local similarity in nearest neighbors.
Comput. Vis. Image Underst., 2015

Using the Eyes to "See" the Objects.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

New Horizons in the Assessment of Computer Science at School and Beyond: Leveraging on the ViVA Platform.
Proceedings of the 2015 ITiCSE Working Group Reports, 2015

Ubiquitous City Information Platform Powered by Fuzzy Based DSSs to Meet Multi Criteria Customer Satisfaction: A Feasible Implementation.
Proceedings of the Foundations of Intelligent Systems - 22nd International Symposium, 2015

Teaching algorithms: Visual language vs flowchart vs textual language.
Proceedings of the IEEE Global Engineering Education Conference, 2015

Superpixel-based video object segmentation using perceptual organization and location prior.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

A Mobile Web Game Approach for Improving Dysgraphia.
Proceedings of the CSEDU 2015, 2015

Automatic Summary Creation by Applying Natural Language Processing on Unstructured Medical Records.
Proceedings of the Computer Analysis of Images and Patterns, 2015

Rejecting False Positives in Video Object Segmentation.
Proceedings of the Computer Analysis of Images and Patterns, 2015

2014
Understanding fish behavior during typhoon events in real-life underwater environments.
Multim. Tools Appl., 2014

An innovative web-based collaborative platform for video annotation.
Multim. Tools Appl., 2014

Discovering biological knowledge by integrating high-throughput data and scientific literature on the cloud.
Concurr. Comput. Pract. Exp., 2014

Pervasive Ambient Intelligence Platforms in the IOT Era based on a Ubiquitous User Model Ontology - An Implementation Account.
Proceedings of the PECCS 2014, 2014

Large Scale Data Processing in Ecology: A Case Study on Long-Term Underwater Video Monitoring.
Proceedings of the 22nd Euromicro International Conference on Parallel, 2014

Kernel Density Estimation Using Joint Spatial-Color-Depth Data for Background Modeling.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Teaching "design first" interleaved with object-oriented programming in a software engineering course.
Proceedings of the 2014 IEEE Global Engineering Education Conference, 2014

Use of cutting edge educational tools for an initial programming course.
Proceedings of the 2014 IEEE Global Engineering Education Conference, 2014

Learning About the Semantic Web in an Information Systems Oriented Curriculum: A Case Study.
Proceedings of the Computer Supported Education - 6th International Conference, 2014

Getting it Fast - An Information Systems Oriented Semantic Web Curriculum.
Proceedings of the CSEDU 2014, 2014

Addressing dysgraphia with a mobile, web-based software with interactive feedback.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014

A Survey on Linked Data and the Social Web as Facilitators for TEL Recommender Systems.
Proceedings of the Recommender Systems for Technology Enhanced Learning., 2014

2013
Interlinking educational resources and the web of data: A survey of challenges and approaches.
Program, 2013

Socio-semantic Integration of Educational Resources - the Case of the mEducator Project.
J. Univers. Comput. Sci., 2013

A crowdsourcing approach to support video annotation.
Proceedings of the International Workshop on Video and Image Ground Truth in Computer Vision Applications, 2013

Wi-City - Living, Deciding and Planning using Mobiles in Intelligent Cities.
Proceedings of the PECCS 2013, 2013

Joining Data and Maps in the Government Enterprise Architecture by a Semantic Approach: Methodology, Ontology and Case Study.
Proceedings of the Enterprise Information Systems - 15th International Conference, 2013

An Ontology based Approach to Integrate Data and Maps - In the Government Enterprise Architecture: A Case Study.
Proceedings of the ICEIS 2013, 2013

Integrating Distributed Data Bases in a Semantic Framework - The K-Metropolis Project.
Proceedings of the ICEIS 2013, 2013

The Design of an Educational Game for Mobile Devices.
Proceedings of the Advanced Technologies, Embedded and Multimedia for Human-centric Computing, 2013

Generation of Ground Truth for Object Detection While Playing an Online Game: Productive Gaming or Recreational Working?
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

Business Process Modeling and Implementation - A 3-Year Teaching Experience.
Proceedings of the CSEDU 2013, 2013

2012
Effects of monitor size on accuracy and time needed to detect cephalometric radiographs landmarks.
Displays, 2012

An integrated computer-controlled system for assisting researchers in cortical excitability studies by using transcranial magnetic stimulation.
Comput. Methods Programs Biomed., 2012

Combining literature text mining with microarray data: advances for system biology modeling.
Briefings Bioinform., 2012

Covariance based Fish Tracking in Real-life Underwater Environment.
Proceedings of the VISAPP 2012, 2012

A semi-automatic tool for detection and tracking ground truth generation in videos.
Proceedings of the 1st International Workshop on Visual Interfaces for Ground Truth Collection in Computer Vision Applications, 2012

Linked education: interlinking educational resources and the Web of data.
Proceedings of the ACM Symposium on Applied Computing, 2012

Semantic based retrieval system of arctic animal images.
Proceedings of the 1st ACM international workshop on Multimedia analysis for ecological data, 2012

Automatic 3D segmentation of mandible for assessment of facial asymmetry.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2012

Integrating unsupervised and supervised clustering methods on a GPU platform for fast image segmentation.
Proceedings of the 3rd International Conference on Image Processing Theory Tools and Applications, 2012

Evaluation of tracking algorithm performance without ground-truth data.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Context Aware Services for Mobile Users: JQMobile vs Flash Builder Implementations .
Proceedings of the Federated Conference on Computer Science and Information Systems, 2012

Implementing Ubiquitous Services with Ontologies: Methodology and Case Study.
Proceedings of the Federated Conference on Computer Science and Information Systems, 2012

Content based recommender system by using eye gaze data.
Proceedings of the 2012 Symposium on Eye-Tracking Research and Applications, 2012

BioWizard: Discovering and validating associations between biological entities by integrated analysis of scientific literature and experimental data.
Proceedings of CBMS 2012, 2012

2011
Adaptive Background Modeling Integrated With Luminosity Sensors and Occlusion Processing for Reliable Vehicle Detection.
IEEE Trans. Intell. Transp. Syst., 2011

Basal Ganglia Activity Measurement by Automatic 3-D Striatum Segmentation in SPECT Images.
IEEE Trans. Instrum. Meas., 2011

Mining massive datasets by an unsupervised parallel clustering on a GRID: Novel algorithms and case study.
Future Gener. Comput. Syst., 2011

Connecting Medical Educational Resources to the Linked Data Cloud: the mEducator RDF Schema, Store and API.
Proceedings of Linked Learning 2011: the 1st International Workshop on eLearning Approaches for the Linked Data Age, 2011

Educational Resources as Social Objects in Semantic Social Networks.
Proceedings of Linked Learning 2011: the 1st International Workshop on eLearning Approaches for the Linked Data Age, 2011

Developing controlled Vocabularies for educational Resources Sharing: a Case Study.
Proceedings of Linked Learning 2011: the 1st International Workshop on eLearning Approaches for the Linked Data Age, 2011

Adaptive Local Contrast Enhancement Combined with 2D Discrete Wavelet Transform for Mammographic Mass Detection and Classification.
Proceedings of the Digital Information and Communication Technology and Its Applications, 2011

Detection of Active Regions in Solar Images Using Visual Attention.
Proceedings of the Digital Information and Communication Technology and Its Applications, 2011

Eye tracker based method for quantitative analysis of pathological nystagmus.
Proceedings of the 24th IEEE International Symposium on Computer-Based Medical Systems, 2011

A learning tool for assessing skeletal bone age in radiology.
Proceedings of the 24th IEEE International Symposium on Computer-Based Medical Systems, 2011

A semantic-based and adaptive architecture for automatic multimedia retrieval composition.
Proceedings of the 9th International Workshop on Content-Based Multimedia Indexing, 2011

A Semantic-Based Platform for Medical Image Storage and Sharing Using the Grid.
Proceedings of the Biomedical Engineering Systems and Technologies, 2011

Nuclear Medicine Image Management System for Storage and Sharing by using Grid Services and Semantic Web.
Proceedings of the HEALTHINF 2011, 2011

2010
An Automatic System for Skeletal Bone Age Measurement by Robust Processing of Carpal and Epiphysial/Metaphysial Bones.
IEEE Trans. Instrum. Meas., 2010

Automatic fish classification for underwater species behavior understanding.
Proceedings of the first ACM international workshop on Analysis and retrieval of tracked events and motion in imagery streams, 2010

An interactive interface for remote administration of clinical tests based on eye tracking.
Proceedings of the 2010 Symposium on Eye-Tracking Research & Applications, 2010

Visual attention for implicit relevance feedback in a content based image retrieval.
Proceedings of the 2010 Symposium on Eye-Tracking Research & Applications, 2010

A tool to enhance the sharing of digital health resources - The Healthcare LOM editor.
Proceedings of the IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS 2010), 2010

2009
Discovering Genes-Diseases Associations From Specialized Literature Using the Grid.
IEEE Trans. Inf. Technol. Biomed., 2009

2008
Evaluation of the Traffic Parameters in a Metropolitan Area by Fusing Visual Perceptions and CNN Processing of Webcam Images.
IEEE Trans. Neural Networks, 2008

GRIPLAB 1.0: Grid Image Processing Laboratory for Distributed Machine Vision Applications.
Proceedings of the 17th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises, 2008

Input Noise Robustness and Sensitivity Analysis to Improve Large Datasets Clustering by Using the GRID.
Proceedings of the Discovery Science, 11th International Conference, 2008

2007
A Grid Implementation of a Cellular Neural Network Simulator.
Proceedings of the 16th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises (WETICE 2007), 2007

2006
Variational Method for Image Denoising by Distributed Genetic Algorithms on GRID Environment.
Proceedings of the 15th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises (WETICE 2006), 2006

Cellular Neural Networks and Dynamic Enhancement for Cephalometric Landmarks Detection.
Proceedings of the Artificial Intelligence and Soft Computing, 2006

A Multi-Facets Analysis of the Driver Status by EEG and Fuzzy Hardware Processing.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

An Automated Tool for Face Recognition using Visual Attention and Active Shape Models Analysis.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2005
Reusable learning objects in a distributed content management system for a project-based pedagogy.
Int. J. Learn. Technol., 2005

A Fuzzy System to Analyze SIVD Diseases Using the Transcranial Magnetic Stimulation.
Proceedings of the Second World Enformatika Conference, 2005

Discovering Complex Regularities by Adaptive Self Organizing Classification.
Proceedings of the Second World Enformatika Conference, 2005

Automatic Landmarking of Cephalograms by Cellular Neural Networks.
Proceedings of the Artificial Intelligence in Medicine, 2005

Transcranial Magnetic Stimulation (TMS) to Evaluate and Classify Mental Diseases Using Neural Networks.
Proceedings of the Artificial Intelligence in Medicine, 2005

2004
A fuzzy processor based distributed system for implementing affective human-computer interfaces.
Proceedings of the IEEE International Conference on Systems, 2004

Soft-Computing Agents Processing Webcam Images to Optimize Metropolitan Traffic Systems.
Proceedings of the International Conference on Computer Vision and Graphics, 2004

2003
Ontology based intelligent mobility systems.
Proceedings of the IEEE International Conference on Systems, 2003

Design memories as evolutionary systems: socio-technical architecture and genetics.
Proceedings of the IEEE International Conference on Systems, 2003

A Knowledge Management Environment for Knowledge Working Communities Fostering Local Development.
Proceedings of the Knowledge Management in Electronic Government, 2003

Designing Systems that Make Use of Analogous Communication: a Distributed Cognition Perspective.
Proceedings of the Human-Computer Interaction: Universal Access in HCI: Inclusive Design in the Information Society, 2003

2002
Evolution of interactive graphical representations into a design language: a distributed cognition accoun.
Int. J. Hum. Comput. Stud., 2002

2000
Ontology, esthetics and creativity at the crossroads in Information System design.
Knowl. Based Syst., 2000

1999
Ontology, aesthetics and creativity at the crossroads in information system design.
Proceedings of the 3rd Conference on Creativity & Cognition, 1999

1998
Concept formation from design cases: why reusing experience and why not.
Knowl. Based Syst., 1998

Bridging Qualitative and Quantitative Approaches in Evaluating the Educational Effectiveness of a Shared Design Memory.
J. Univers. Comput. Sci., 1998

Link-based Shaping of Hypermedia Webs Assisted by a Neural Agent.
J. Univers. Comput. Sci., 1998

StoryNet: an evolving network of cases to learn information systems design.
IEE Proc. Softw., 1998

1997
In Search of Web Forms: a Neural Agent for Organizing "Reusable" Notes Documents.
Proceedings of WebNet 97, 1997

From Documenting Design to Design by Documenting.
Proceedings of the 15th Annual International Conference of Computer Documentation: Crossroads in Communication, 1997

Between Narration and Drama: Information Systems Modelling Revisited.
Proceedings of the Fifth European Conference on Information Systems, 1997

Towards a Situated Action Calculus for Modelling Interactions.
Proceedings of the People and Computers XII, Proceedings of HCI '97, 1997

A Theory of Interactions and Scenes for User Centered Systems Specification and Verification.
Proceedings of the 4th Asia-Pacific Software Engineering and International Computer Science Conference (APSEC '97 / ICSC '97), 1997

1992
Formal description techniques and automated protocol synthesis.
Inf. Softw. Technol., 1992


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