Davide Ciucci

Orcid: 0000-0002-8083-7809

According to our database1, Davide Ciucci authored at least 130 papers between 2000 and 2024.

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

Timeline

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Bibliography

2024
Three-way decision in machine learning tasks: a systematic review.
Artif. Intell. Rev., September, 2024

Partially-defined equivalence relations: Relationship with orthopartitions and connection to rough sets.
Inf. Sci., February, 2024

Three-way decisions with evaluative linguistic expressions.
Int. J. Approx. Reason., January, 2024

Unifying credal partitions and fuzzy orthopartitions.
Inf. Sci., 2024

2023
A distributional framework for evaluation, comparison and uncertainty quantification in soft clustering.
Int. J. Approx. Reason., November, 2023

A general framework for evaluating and comparing soft clusterings.
Inf. Sci., April, 2023

Logical entropy and aggregation of fuzzy orthopartitions.
Fuzzy Sets Syst., March, 2023

Orthopartitions and possibility distributions.
Fuzzy Sets Syst., March, 2023

Aggregation models in ensemble learning: A large-scale comparison.
Inf. Fusion, 2023

Aggregation Operators on Shadowed Sets Deriving from Conditional Events and Consensus Operators.
Proceedings of the Rough Sets - International Joint Conference, 2023

Hexagons of Opposition in Linguistic Three-Way Decisions.
Proceedings of the Rough Sets - International Joint Conference, 2023

Rough Sets: Introduction, History and Selected Applications (Tutorial Lecture - Extended Abstract).
Proceedings of the 18th Conference on Computer Science and Intelligence Systems, 2023

2022
Uncertainty representation in dynamical systems using rough set theory.
Theor. Comput. Sci., 2022

Subset neighborhood rough sets.
Knowl. Based Syst., 2022

Aggregation operators on shadowed sets.
Inf. Sci., 2022

Belief functions and rough sets: Survey and new insights.
Int. J. Approx. Reason., 2022

Responsible AI in Healthcare.
CoRR, 2022

Granular Computing and Three-way Decisions for Cognitive Analytics.
Cogn. Comput., 2022

Orthopartitions in Knowledge Representation and Machine Learning.
Proceedings of the Rough Sets - International Joint Conference, 2022

Scikit-Weak: A Python Library for Weakly Supervised Machine Learning.
Proceedings of the Rough Sets - International Joint Conference, 2022

Rough-set Based Genetic Algorithms for Weakly Supervised Feature Selection.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2022

Comparing Hexagons of Opposition in Probabilistic Rough Set Theory.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2022

Three-way Learnability: A Learning Theoretic Perspective on Three-way Decision.
Proceedings of the 17th Conference on Computer Science and Intelligence Systems, 2022

A Distributional Approach for Soft Clustering Comparison and Evaluation.
Proceedings of the Belief Functions: Theory and Applications, 2022

A Correspondence Between Credal Partitions and Fuzzy Orthopartitions.
Proceedings of the Belief Functions: Theory and Applications, 2022

2021
Decision-theoretic five-way approximation of fuzzy sets.
Inf. Sci., 2021

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

Three-way decision and conformal prediction: Isomorphisms, differences and theoretical properties of cautious learning approaches.
Inf. Sci., 2021

Rough set-based feature selection for weakly labeled data.
Int. J. Approx. Reason., 2021

Fuzzy orthopartitions and their logical entropy.
Proceedings of WILF 2021, 2021

Feature Selection and Disambiguation in Learning from Fuzzy Labels Using Rough Sets.
Proceedings of the Rough Sets - International Joint Conference, 2021

Possibility Distributions Generated by Intuitionistic sf L-Fuzzy Sets.
Proceedings of the Rough Sets - International Joint Conference, 2021

2020
Three-way active learning through clustering selection.
Int. J. Mach. Learn. Cybern., 2020

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

Synergy of Granular Computing, Shadowed Sets, and Three-way Decisions.
Inf. Sci., 2020

Entropy-based shadowed set approximation of intuitionistic fuzzy sets.
Int. J. Intell. Syst., 2020

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

A Formal Learning Theory for Three-Way Clustering.
Proceedings of the Scalable Uncertainty Management - 14th International Conference, 2020

Approximate Reaction Systems Based on Rough Set Theory.
Proceedings of the Rough Sets - International Joint Conference, 2020

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

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

Feature Reduction in Superset Learning Using Rough Sets and Evidence Theory.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020

2019
Orthopartitions and soft clustering: Soft mutual information measures for clustering validation.
Knowl. Based Syst., 2019

A capacity-based framework encompassing Belnap-Dunn logic for reasoning about multisource information.
Int. J. Approx. Reason., 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

New Frontiers in Explainable AI: Understanding the GI to Interpret the GO.
Proceedings of the Machine Learning and Knowledge Extraction, 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
A comparison study of similarity measures for covering-based neighborhood classifiers.
Inf. Sci., 2018

Finite IUML-algebras, Finite Forests and Orthopairs.
Fundam. Informaticae, 2018

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

External Indices for Rough Clustering.
Proceedings of the Rough Sets - International Joint Conference, 2018

Three-Way and Semi-supervised Decision Tree Learning Based on Orthopartitions.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, 2018

2017
Micro and macro models of granular computing induced by the indiscernibility relation.
Inf. Sci., 2017

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

Rough Set Theory and Digraphs.
Fundam. Informaticae, 2017

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

Certainty-Based Rough Sets.
Proceedings of the Rough Sets - International Joint Conference, 2017

A Two-Tiered Propositional Framework for Handling Multisource Inconsistent Information.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2017

Measuring Uncertainty in Orthopairs.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2017

2016
The granular partition lattice of an information table.
Inf. Sci., 2016

Simple graphs in granular computing.
Inf. Sci., 2016

On the connection of hypergraph theory with formal concept analysis and rough set theory.
Inf. Sci., 2016

Preface.
Fundam. Informaticae, 2016

Generalizations of Rough Set Tools Inspired by Graph Theory.
Fundam. Informaticae, 2016

Structures of opposition induced by relations - The Boolean and the gradual cases.
Ann. Math. Artif. Intell., 2016

Refinements of Orthopairs and IUML-algebras.
Proceedings of the Rough Sets - International Joint Conference, 2016

2015
Generalized Rough Sets.
Proceedings of the Springer Handbook of Computational Intelligence, 2015

Structures of Opposition in Fuzzy Rough Sets.
Fundam. Informaticae, 2015

Representative-based classification through covering-based neighborhood rough sets.
Appl. Intell., 2015

Rough Set Theory Applied to Simple Undirected Graphs.
Proceedings of the Rough Sets and Knowledge Technology - 10th International Conference, 2015

Preclusivity and Simple Graphs: The n-cycle and n-path Cases.
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2015

Preclusivity and Simple Graphs.
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2015

Simple Undirected Graphs as Formal Contexts.
Proceedings of the Formal Concept Analysis - 13th International Conference, 2015

2014
Three-Valued Logics, Uncertainty Management and Rough Sets.
Trans. Rough Sets, 2014

Corrigendum to "A map of dependencies among three-valued logics" [Information Sciences 250 (2013) 161-177].
Inf. Sci., 2014

Borderline vs. unknown: comparing three-valued representations of imperfect information.
Int. J. Approx. Reason., 2014

International Journal of Approximate Reasoning Special Issue on "Rough Sets and Logic".
Int. J. Approx. Reason., 2014

On Definability and Approximations in Partial Approximation Spaces.
Proceedings of the Rough Sets and Knowledge Technology - 9th International Conference, 2014

Orthopairs in the 1960s: Historical Remarks and New Ideas.
Proceedings of the Rough Sets and Current Trends in Computing, 2014

The Structure of Oppositions in Rough Set Theory and Formal Concept Analysis - Toward a New Bridge between the Two Settings.
Proceedings of the Foundations of Information and Knowledge Systems, 2014

2013
A modal theorem-preserving translation of a class of three-valued logics of incomplete information.
J. Appl. Non Class. Logics, 2013

A map of dependencies among three-valued logics.
Inf. Sci., 2013

Linguistic-variable Definition in OWL 2 - A Protégé Plugin.
Proceedings of the KEOD 2013, 2013

From paraconsistent three-valued logics to multiple-source epistemic logic.
Proceedings of the 8th conference of the European Society for Fuzzy Logic and Technology, 2013

2012
Preface.
Fundam. Informaticae, 2012

Temporal Dynamics in Information Tables.
Fundam. Informaticae, 2012

Oppositions in Rough Set Theory.
Proceedings of the Rough Sets and Knowledge Technology - 7th International Conference, 2012

Three-Valued Logics for Incomplete Information and Epistemic Logic.
Proceedings of the Logics in Artificial Intelligence - 13th European Conference, 2012

Relationships between Connectives in Three-Valued Logics.
Proceedings of the Advances on Computational Intelligence, 2012

2011
Algebraic models of deviant modal operators based on de Morgan and Kleene lattices.
Inf. Sci., 2011

Preface.
Fundam. Informaticae, 2011

Orthopairs: A Simple and Widely UsedWay to Model Uncertainty.
Fundam. Informaticae, 2011

Attribute Dynamics in Rough Sets.
Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011

2010
Granular computing applied to ontologies.
Int. J. Approx. Reason., 2010

Temporal Dynamics in Rough Sets Based on Coverings.
Proceedings of the Rough Set and Knowledge Technology - 5th International Conference, 2010

Classification of Dynamics in Rough Sets.
Proceedings of the Rough Sets and Current Trends in Computing, 2010

Truth-Functionality, Rough Sets and Three-Valued Logics.
Proceedings of the 40th IEEE International Symposium on Multiple-Valued Logic, 2010

2009
Lattices with Interior and Closure Operators and Abstract Approximation Spaces.
Trans. Rough Sets, 2009

Approximation Algebra and Framework.
Fundam. Informaticae, 2009

A Survey on the Algebras of the So-Called Intuitionistic Fuzzy Sets (IFS).
Proceedings of the Fuzzy Logic and Applications, 8th International Workshop, 2009

Automatic Labeling of Topics.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

OCEAN Project A Prototype of AIWBES Based on Fuzzy Ontology.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

2008
Posets and Lattices.
Proceedings of the Wiley Encyclopedia of Computer Science and Engineering, 2008

Generalized rough approximations in PI 1/2.
Int. J. Approx. Reason., 2008

A Unifying Abstract Approach for Rough Models.
Proceedings of the Rough Sets and Knowledge Technology, Third International Conference, 2008

A Hierarchical Lattice Closure Approach to Abstract Rough Approximation Spaces.
Proceedings of the Rough Sets and Knowledge Technology, Third International Conference, 2008

2007
Entropies and Co-Entropies of Coverings with Application to Incomplete Information Systems.
Fundam. Informaticae, 2007

Fuzzy Ontology, Fuzzy Description Logics and Fuzzy-OWL.
Proceedings of the Applications of Fuzzy Sets Theory, 2007

Information Entropy and Co-entropy of Crisp and Fuzzy Granulations.
Proceedings of the Applications of Fuzzy Sets Theory, 2007

Entropies and Co-entropies for Incomplete Information Systems.
Proceedings of the Rough Sets and Knowledge Technology, Second International Conference, 2007

Fuzzy Ontology and Fuzzy-OWL in the KAON Project.
Proceedings of the FUZZ-IEEE 2007, 2007

2006
On the Axioms of Residuated Structures: Independence, Dependencies and Rough Approximations.
Fundam. Informaticae, 2006

Basic intuitionistic principles in fuzzy set theories and its extensions (A terminological debate on Atanassov IFS).
Fuzzy Sets Syst., 2006

Some Methodological Remarks About Categorical Equivalences in the Abstract Approach to Roughness - Part II.
Proceedings of the Rough Sets and Knowledge Technology, First International Conference, 2006

Some Methodological Remarks About Categorical Equivalences in the Abstract Approach to Roughness - Part I.
Proceedings of the Rough Sets and Knowledge Technology, First International Conference, 2006

Towards a Fuzzy Ontology Definition and a Fuzzy Extension of an Ontology Editor.
Proceedings of the Enterprise Information Systems, 8th International Conference, 2006

Integrating Fuzzy Logic in Ontologies.
Proceedings of the ICEIS 2006, 2006

2004
Algebraic Structures for Rough Sets.
Trans. Rough Sets, 2004

Algebraic Structures Related to Many Valued Logical Systems. Part II: Equivalence Among some Widespread Structures.
Fundam. Informaticae, 2004

Algebraic Structures Related to Many Valued Logical Systems. Part I: Heyting Wajsberg Algebras.
Fundam. Informaticae, 2004

Investigation about Time Monotonicity of Similarity and Preclusive Rough Approximations in Incomplete Information Systems.
Proceedings of the Rough Sets and Current Trends in Computing, 2004

On the lattice structure of preclusive rough sets.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

2003
Shadowed Sets and Related Algebraic Structures.
Fundam. Informaticae, 2003

An Algebraic Approach to Shadowed Sets.
Proceedings of the International Workshop on Rough Sets in Knowledge Discovery and Soft Computing, 2003

Intuitionistic fuzzy sets or orthopair fuzzy sets?
Proceedings of the 3rd Conference of the European Society for Fuzzy Logic and Technology, 2003

Generalized negations and intuitionistic fuzzy sets - a criticism to a widely used terminology.
Proceedings of the 3rd Conference of the European Society for Fuzzy Logic and Technology, 2003

2002
Heyting Wajsberg Algebras as an Abstract Environment Linking Fuzzy and Rough Sets.
Proceedings of the Rough Sets and Current Trends in Computing, 2002

A Quantitative Analysis of Preclusivity vs. Similarity Based Rough Approximations.
Proceedings of the Rough Sets and Current Trends in Computing, 2002

2000
CA Fluid Dynamics Simulation Paradigms.
Proceedings of the Theoretical and Practical Issues on Cellular Automata, 2000


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