Federico Cabitza

According to our database1, Federico Cabitza authored at least 124 papers between 2005 and 2021.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2021
Ground truthing from multi-rater labeling with three-way decision and possibility theory.
Inf. Sci., 2021

The need to move away from agential-AI: Empirical investigations, useful concepts and open issues.
Int. J. Hum. Comput. Stud., 2021

The need to separate the wheat from the chaff in medical informatics: Introducing a comprehensive checklist for the (self)-assessment of medical AI studies.
Int. J. Medical Informatics, 2021

Studying human-AI collaboration protocols: the case of the Kasparov's law in radiological double reading.
Health Inf. Sci. Syst., 2021

Toward a Perspectivist Turn in Ground Truthing for Predictive Computing.
CoRR, 2021

The importance of being external. methodological insights for the external validation of machine learning models in medicine.
Comput. Methods Programs Biomed., 2021

Interpretable heartbeat classification using local model-agnostic explanations on ECGs.
Comput. Biol. Medicine, 2021

Weighted Utility: A Utility Metric Based on the Case-Wise Raters' Perceptions.
Proceedings of the Machine Learning and Knowledge Extraction, 2021

Prediction of ICU admission for COVID-19 patients: a Machine Learning approach based on Complete Blood Count data.
Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

2020
Ordinal labels in machine learning: a user-centered approach to improve data validity in medical settings.
BMC Medical Informatics Decis. Mak., 2020

As if sand were stone. New concepts and metrics to probe the ground on which to build trustable AI.
BMC Medical Informatics Decis. Mak., 2020

Detection of COVID-19 Infection from Routine Blood Exams with Machine Learning: A Feasibility Study.
J. Medical Syst., 2020

Making Open Data more Personal Through a Social Value Perspective: a Methodological Approach.
Inf. Syst. Frontiers, 2020

The three-way-in and three-way-out framework to treat and exploit ambiguity in data.
Int. J. Approx. Reason., 2020

Assessment and prediction of spine surgery invasiveness with machine learning techniques.
Comput. Biol. Medicine, 2020

Trading off between control and autonomy: a narrative review around de-design.
Behav. Inf. Technol., 2020

Three-Way Decision for Handling Uncertainty in Machine Learning: A Narrative Review.
Proceedings of the Rough Sets - International Joint Conference, 2020

H-Accuracy, an Alternative Metric to Assess Classification Models in Medicine.
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

Introducing New Measures of Inter- and Intra-Rater Agreement to Assess the Reliability of Medical Ground Truth.
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

Ensemble Learning, Social Choice and Collective Intelligence - An Experimental Comparison of Aggregation Techniques.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2020

Vague Visualizations to Reduce Quantification Bias in Shared Medical Decision Making.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Back to the Feature: A Neural-Symbolic Perspective on Explainable AI.
Proceedings of the Machine Learning and Knowledge Extraction, 2020

Developing a Machine Learning Model for Predicting Postnatal Growth in Very Low Birth Weight Infants.
Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020

2019
The elephant in the record: On the multiplicity of data recording work.
Health Informatics J., 2019

Data work in healthcare: An Introduction.
Health Informatics J., 2019

Personal Health Records and Patient-Oriented Infrastructures: Building Technology, Shaping (New) Patients, and Healthcare Practitioners.
Comput. Support. Cooperative Work., 2019

Repetita Iuvant: Exploring and Supporting Redundancy in Hospital Practices.
Comput. Support. Cooperative Work., 2019

Who wants accurate models? Arguing for a different metrics to take classification models seriously.
CoRR, 2019

PROs in the wild: Assessing the validity of patient reported outcomes in an electronic registry.
Comput. Methods Programs Biomed., 2019

Three-Way Classification: Ambiguity and Abstention in Machine Learning.
Proceedings of the Rough Sets - International Joint Conference, 2019

Programmed Inefficiencies in DSS-Supported Human Decision Making.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2019

Biases Affecting Human Decision Making in AI-Supported Second Opinion Settings.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2019

New Frontiers in Explainable AI: Understanding the GI to Interpret the GO.
Proceedings of the Machine Learning and Knowledge Extraction, 2019

Digitizing the Informed Consent: the Challenges to Design for Practices.
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

Exploring Medical Data Classification with Three-Way Decision Trees.
Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2019), 2019

2018
3D printing objects as knowledge artifacts for a do-it-yourself approach in clinical practice: A questionnaire-based user study in the orthopaedics domain.
Data Technol. Appl., 2018

Fuzzification of Ordinal Classes. The Case of the HL7 Severity Grading.
Proceedings of the Scalable Uncertainty Management - 12th International Conference, 2018

Minimal Important Difference in Outcome of Disc Degenerative Disease Treatment: The Patients' Perspective.
Proceedings of the Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth, 2018

Collecting Patient Reported Outcomes in the Wild: Opportunities and Challenges.
Proceedings of the Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth, 2018

2017
The semiotics of configurations for the immanent design of interactive computational systems.
J. Vis. Lang. Comput., 2017

Rule-based tools for the configuration of ambient intelligence systems: a comparative user study.
Multim. Tools Appl., 2017

Questionnaires in the design and evaluation of community-oriented technologies.
Int. J. Web Based Communities, 2017

Exploiting collective knowledge with three-way decision theory: Cases from the questionnaire-based research.
Int. J. Approx. Reason., 2017

A giant with feet of clay: on the validity of the data that feed machine learning in medicine.
CoRR, 2017

Breeding electric zebras in the fields of Medicine.
CoRR, 2017

Static and interactive infographics in daily tasks: A value-in-use and quality of interaction user study.
Comput. Hum. Behav., 2017

Is Making the New Knowing? Tangible and Intangible Knowledge Artifacts in Didiy.
Proceedings of the 25th European Conference on Information Systems, 2017

Malleability in the Hands of End-Users.
Proceedings of the New Perspectives in End-User Development., 2017

2016
When the web supports communities of place: the 'Social Street' case in Italy.
Int. J. Web Based Communities, 2016

Human-Data Interaction in Healthcare: Acknowledging Use-related Chasms to Design for Better Health Information.
CoRR, 2016

Touch&Screen: widget collection for large screens controlled through smartphones.
Proceedings of the 15th International Conference on Mobile and Ubiquitous Multimedia, 2016

More Time for the Doing, Having Made the Thinking - 3D Printing for Knowledge Circulation in Healthcare.
Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2016) - Volume 3: KMIS, Porto - Portugal, November 9, 2016

Moving Western Neighborliness to East? A study on Local Exchange in Bangladesh.
Proceedings of the 19th ACM Conference on Computer-Supported Cooperative Work & Social Computing, 2016

Data-work in Healthcare: The New Work Ecologies of Healthcare Infrastructures.
Proceedings of the 19th ACM Conference on Computer Supported Cooperative Work and Social Computing, 2016

"You Cannot Grow Viscum on Soil": The "Good" Corporate Social Media Also Fail.
Proceedings of the COOP 2016: Proceedings of the 12th International Conference on the Design of Cooperative Systems, 2016

Probing Interactivity in Open Data for General Practice. An Evidence-Based Approach.
Proceedings of the Workshop on Valuable Visualization of Healthcare Information: from the quantified self data to conversations, 2016

Valuable Visualization of Healthcare Information: From the Quantified Self Data to Conversations.
Proceedings of the International Working Conference on Advanced Visual Interfaces, 2016

2015
Building Socially Embedded Technologies: Implications About Design.
Proceedings of the Designing Socially Embedded Technologies in the Real-World, 2015

Sensitizing concepts for the next community-oriented technologies: shifting focus from social networking to convivial artifacts.
J. Community Informatics, 2015

User-driven prioritization of features for a prospective InterPersonal Health Record: Perceptions from the Italian context.
Comput. Biol. Medicine, 2015

On a QUESt for a web-based tool promoting knowledge-sharing in medical communities.
Behav. Inf. Technol., 2015

A Conceptual Framework For End-User Development in Ambient Intelligence.
Proceedings of the Third edition of the International Workshop on Cultures of Participation in the Digital Age: Coping with Information, 2015

Mapping the Knowledge Artifact Terrain.
Proceedings of the KMIS 2015, 2015

Exploiting the Collective Knowledge of Communities of Experts.
Proceedings of the KMIS 2015, 2015

Virtual Patients for Knowledge Sharing and Clinical Practice Training: A Gamified Approach.
Proceedings of the Games and Learning Alliance - 4th International Conference, 2015

End-User Development in Ambient Intelligence: a User Study.
Proceedings of the 11th Biannual Conference on Italian SIGCHI Chapter, 2015

Gamification Techniques for Rule Management in Ambient Intelligence.
Proceedings of the Ambient Intelligence - 12th European Conference, AmI 2015, 2015

2014
Fostering participation and co-evolution in sentient multimedia systems.
J. Vis. Lang. Comput., 2014

Experiments for a Real Time Crowdsourced Urban Design.
Proceedings of the Social Informatics - SocInfo 2014 International Workshops, Barcelona, 2014

"Made with Knowledge": Reporting a Qualitative Literature Review on the Concept of the IT Knowledge Artifact.
Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2014

"Made with Knowledge" - Disentangling the IT Knowledge Artifact by a Qualitative Literature Review.
Proceedings of the KMIS 2014, 2014

The Knowledge-stream Model - A Comprehensive Model for Knowledge Circulation in Communities of Knowledgeable Practitioners.
Proceedings of the KMIS 2014, 2014

"Through the Glassy Box": Supporting Appropriation in User Communities.
Proceedings of the 11th International Conference on the Design of Cooperative Systems, 2014

Electronic Records for General Practice - Where we Are, Where we should Head to Improve Them.
Proceedings of the HEALTHINF 2014, 2014

Trying to Fill the Gap between Persons and Health Records - The MedIcona InterPersonal Health Record.
Proceedings of the HEALTHINF 2014, 2014

Should the Culture of Participation inform a new Ethics of Design?
Proceedings of the Second International Workshop on Cultures of Participation in the Digital Age: Social computing for Working, 2014

Cultivating a Culture of Participation for the Co-Evolution of Users and Systems.
Proceedings of the Second International Workshop on Cultures of Participation in the Digital Age: Social computing for Working, 2014

Knowledge artifacts within knowing communities to foster collective knowledge.
Proceedings of the International Working Conference on Advanced Visual Interfaces, 2014

COProduction as Last Resort to Make IT Projects Less Doomed to Fail.
Proceedings of the Second International Workshop on Cultures of Participation in the Digital Age: Social computing for Working, 2014

2013
An Information Reliability Index as a Simple Consumer-Oriented Indication of Quality of Medical Web Sites.
Proceedings of the Quality Issues in the Management of Web Information, 2013

Leveraging underspecification in knowledge artifacts to foster collaborative activities in professional communities.
Int. J. Hum. Comput. Stud., 2013

Computational Coordination Mechanisms: A tale of a struggle for flexibility.
Comput. Support. Cooperative Work., 2013

Appropriation as neglected practice in communities: presenting a framework to enable EUD design for CoPs.
CoRR, 2013

Determining factors in ICT adoption by MSME's in agriculture clusters: An exploratory case study.
Proceedings of the IEEE 7th International Conference on Research Challenges in Information Science, 2013

Back to the Future of EUD: The Logic of Bricolage for the Paving of EUD Roadmaps.
Proceedings of the End-User Development - 4th International Symposium, 2013

"Drops Hollowing the Stone": Workarounds as Resources for Better Task-Artifact Fit.
Proceedings of the ECSCW 2013: Proceedings of the 13th European Conference on Computer Supported Cooperative Work, 2013

2012
Tell Me Another Story, Granpa! Requirements for Sharing Lived Lives Online.
i-com, 2012

Affording Mechanisms: An Integrated View of Coordination and Knowledge Management.
Comput. Support. Cooperative Work., 2012

Design Ltd.: Renovated Myths for the Development of Socially Embedded Technologies
CoRR, 2012

Providing end-users with a visual editor to make their electronic documents active.
Proceedings of the 2012 IEEE Symposium on Visual Languages and Human-Centric Computing, 2012

Supporting artifact-mediated discourses through a recursive annotation tool.
Proceedings of the ACM 2012 International Conference on Support Group Work, 2012

Harvesting Collective Agreement in Community Oriented Surveys: The Medical Case.
Proceedings of the From Research to Practice in the Design of Cooperative Systems: Results and Open Challenges, 2012

2011
"Remain Faithful to the Earth!"*: Reporting Experiences of Artifact-Centered Design in Healthcare.
Comput. Support. Cooperative Work., 2011

WOAD, A Platform to Deploy Flexible EPRs in Full Control of End-Users.
Proceedings of the 1st International Workshop on Engineering Interactive Computing Systems for Medicine and Health Care (EICS4Med 2011), 2011

2010
WOAD: A Framework to Enable the End-User Development of Coordination-Oriented Functionalities.
J. Organ. End User Comput., 2010

Faithful to the Earth: Reporting Experiences of Artifact-Centered Design in Healthcare.
Proceedings of COOP 2010, 2010

Developing a Flexible Electronic Patient Record as a Web of Active Documents.
Proceedings of the HEALTHINF 2010, 2010

Web of Active Documents: An Architecture for Flexible Electronic Patient Records.
Proceedings of the Biomedical Engineering Systems and Technologies, 2010

2009
Leveraging Coordinative Conventions to Promote Collaboration Awareness.
Comput. Support. Cooperative Work., 2009

LWOAD: A Specification Language to Enable the End-User Develoment of Coordinative Functionalities.
Proceedings of the End-User Development, 2nd International Symposium, 2009

PRODOC: an Electronic Patient Record to Foster Process-Oriented Practices.
Proceedings of the Eleventh European Conference on Computer Supported Cooperative Work, 2009

Active artifacts as bridges between context and community knowledge sources.
Proceedings of the Fourth International Conference on Communities and Technologies, 2009

2008
Much undo about nothing?: investigating why email retraction is less popular than apologizing.
Proceedings of the 5th Nordic Conference on Human-Computer Interaction 2008, 2008

Making People Aware of Deviations from Standards in Health Care.
Proceedings of the 3th Mediterranean Conference on Information Systems, 2008

Toward a Unified Model for Information Quality.
Proceedings of the International Workshop on Quality in Databases and Management of Uncertain Data, 2008

Knowledge Artifacts as Bridges between Theory and Practice: The Clinical Pathway Case.
Proceedings of the Knowledge Management In Action, 2008

Supporting Practices of Positive Redundancy for Seamless Care.
Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008

Promoting Process-Based Collaboration Awareness to Integrate Care Teams.
Proceedings of the Business Process Management Workshops, 2008

A Community-Centered Architecture for the Deployment of Ubiquitous Telemedicine Systems.
Proceedings of the First International Conference on Health Informatics, 2008

2007
HDQ: A meta-model for the quality improvement of heterogeneous data.
Proceedings of the Second IEEE International Conference on Digital Information Management (ICDIM), 2007

Providing awareness through situated process maps: the hospital care case.
Proceedings of the 2007 International ACM SIGGROUP Conference on Supporting Group Work, 2007

"...and do it the usual way": fostering awareness of work conventions in document-mediated collaboration.
Proceedings of the Tenth European Conference on Computer Supported Cooperative Work, 2007

On the "pathway" towards ICT-Support for a better and sustainable Healthcare.
Proceedings of the European Conference on eHealth 2007, 2007

2006
CASMAS: Supporting Collaboration in Pervasive Environments.
Proceedings of the 4th IEEE International Conference on Pervasive Computing and Communications (PerCom 2006), 2006

A Comprehensive Data Quality Methodology for Web and Structured Data.
Proceedings of the First IEEE International Conference on Digital Information Management (ICDIM), 2006

Multidisciplinary models and guidelines for eProcurement projects: the eReadiness phase.
Proceedings of the Project E-Society: Building Bricks, 2006

Torres, a Conceptual Framework for Articulation Work across Boundaries.
Proceedings of the Cooperative Systems Design - Seamless Integration of Artifacts and Conversations, 2006

Cooperation and Ubiquitous Computing: an Architecture Towards their Integration.
Proceedings of the Cooperative Systems Design - Seamless Integration of Artifacts and Conversations, 2006

Designing Computational Places for Communities within Organizations.
Proceedings of the 2nd International ICST Conference on Collaborative Computing: Networking, 2006

2005
CASMAS: An Agent-Based Support for Modulated Participation in Cooperative Applications.
Proceedings of the WOA 2005: Dagli Oggetti agli Agenti. 6th AI*IA/TABOO Joint Workshop "From Objects to Agents": Simulation and Formal Analysis of Complex Systems, 2005

DJess - A Knowledge-Sharing Middleware to Deploy Distributed Inference Systems.
Proceedings of the Second World Enformatika Conference, 2005

DJess - a context-sharing middleware to deploy distributed inference systems in pervasive computing domains.
Proceedings of the International Conference on Pervasive Services 2005, 2005

An Adaptive Middleware to Support Context-Aware Knowledge Sharing.
Proceedings of the 25th International Conference on Distributed Computing Systems Workshops (ICDCS 2005 Workshops), 2005

When once is not enough: the role of redundancy in a hospital ward setting.
Proceedings of the 2005 International ACM SIGGROUP Conference on Supporting Group Work, 2005


  Loading...