Davide Ciucci

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 69

Top Venues

Inf. Sci.

IJCRS

Int. J. Approx. Reason.

Fundam. Informaticae

Publications

Andrea Campagner, Frida Milella, Davide Ciucci, Federico Cabitza
Three-way decision in machine learning tasks: a systematic review. Artif. Intell. Rev. 57 (9) (2024)
Stefania Boffa, Andrea Campagner, Davide Ciucci
Partially-defined equivalence relations: Relationship with orthopartitions and connection to rough sets. Inf. Sci. 657 (2024)
Stefania Boffa, Davide Ciucci
Three-way decisions with evaluative linguistic expressions. Int. J. Approx. Reason. 164 (2024)
Stefania Boffa, Davide Ciucci
Unifying credal partitions and fuzzy orthopartitions. Inf. Sci. 674 (2024)
Stefania Boffa, Davide Ciucci
Orthopartitions and possibility distributions. Fuzzy Sets Syst. 455 (2023)
Soma Dutta, Davide Ciucci
Rough Sets: Introduction, History and Selected Applications (Tutorial Lecture - Extended Abstract). FedCSIS (2023)
Andrea Campagner, Davide Ciucci, Federico Cabitza
Aggregation models in ensemble learning: A large-scale comparison. Inf. Fusion 90 (2023)
Andrea Campagner, Davide Ciucci, Thierry Denoeux
A general framework for evaluating and comparing soft clusterings. Inf. Sci. 623 (2023)
Stefania Boffa, Andrea Campagner, Davide Ciucci, Yiyu Yao
Aggregation Operators on Shadowed Sets Deriving from Conditional Events and Consensus Operators. IJCRS (2023)
Andrea Campagner, Davide Ciucci, Thierry Denoeux
A distributional framework for evaluation, comparison and uncertainty quantification in soft clustering. Int. J. Approx. Reason. 162 (2023)
Stefania Boffa, Davide Ciucci
Hexagons of Opposition in Linguistic Three-Way Decisions. IJCRS (2023)
Stefania Boffa, Davide Ciucci
Three-way Decisions with Evaluative Linguistic Expressions. CoRR (2023)
Stefania Boffa, Davide Ciucci
Logical entropy and aggregation of fuzzy orthopartitions. Fuzzy Sets Syst. 455 (2023)
Stefania Boffa, Davide Ciucci
A Correspondence Between Credal Partitions and Fuzzy Orthopartitions. BELIEF (2022)
Federico Cabitza, Davide Ciucci, Gabriella Pasi, Marco Viviani
Responsible AI in Healthcare. CoRR (2022)
Davide Ciucci, Stefania Boffa, Andrea Campagner
Orthopartitions in Knowledge Representation and Machine Learning. IJCRS (2022)
Stefania Boffa, Davide Ciucci, Petra Murinová
Comparing Hexagons of Opposition in Probabilistic Rough Set Theory. IPMU (1) (2022)
Andrea Campagner, Davide Ciucci, Valentina Dorigatti
Uncertainty representation in dynamical systems using rough set theory. Theor. Comput. Sci. 908 (2022)
Tareq M. Al-shami, Davide Ciucci
Subset neighborhood rough sets. Knowl. Based Syst. 237 (2022)
Andrea Campagner, Davide Ciucci, Thierry Denoeux
Belief functions and rough sets: Survey and new insights. Int. J. Approx. Reason. 143 (2022)
Andrea Campagner, Davide Ciucci
Rough-set Based Genetic Algorithms for Weakly Supervised Feature Selection. IPMU (2) (2022)
Andrea Campagner, Davide Ciucci, Thierry Denoeux
A Distributional Approach for Soft Clustering Comparison and Evaluation. BELIEF (2022)
Jingtao Yao, Yiyu Yao, Davide Ciucci, Kaizhu Huang
Granular Computing and Three-way Decisions for Cognitive Analytics. Cogn. Comput. 14 (6) (2022)
Andrea Campagner, Davide Ciucci, Thierry Denoeux
A Distributional Approach for Soft Clustering Comparison and Evaluation. CoRR (2022)
Andrea Campagner, Julian Lienen, Eyke Hüllermeier, Davide Ciucci
Scikit-Weak: A Python Library for Weakly Supervised Machine Learning. IJCRS (2022)
Stefania Boffa, Andrea Campagner, Davide Ciucci, Yiyu Yao
Aggregation operators on shadowed sets. Inf. Sci. 595 (2022)
Andrea Campagner, Davide Ciucci
Three-way Learnability: A Learning Theoretic Perspective on Three-way Decision. FedCSIS (2022)
Andrea Campagner, Davide Ciucci
Feature Selection and Disambiguation in Learning from Fuzzy Labels Using Rough Sets. IJCRS (2021)
Stefania Boffa, Davide Ciucci
Possibility Distributions Generated by Intuitionistic sf L-Fuzzy Sets. IJCRS (2021)
Tamunokuro Opubo William-West, Davide Ciucci
Decision-theoretic five-way approximation of fuzzy sets. Inf. Sci. 572 (2021)
Andrea Campagner, Davide Ciucci, Eyke Hüllermeier
Rough set-based feature selection for weakly labeled data. Int. J. Approx. Reason. 136 (2021)
Andrea Campagner, Federico Cabitza, Pedro Berjano, Davide Ciucci
Three-way decision and conformal prediction: Isomorphisms, differences and theoretical properties of cautious learning approaches. Inf. Sci. 579 (2021)
Andrea Campagner, Davide Ciucci, Carl-Magnus Svensson, Marc Thilo Figge, Federico Cabitza
Ground truthing from multi-rater labeling with three-way decision and possibility theory. Inf. Sci. 545 (2021)
Stefania Boffa, Davide Ciucci
Fuzzy orthopartitions and their logical entropy. WILF (2021)
Andrea Campagner, Davide Ciucci, Valentina Dorigatti
Approximate Reaction Systems Based on Rough Set Theory. IJCRS (2020)
Andrea Seveso, Andrea Campagner, Davide Ciucci, Federico Cabitza
Ordinal labels in machine learning: a user-centered approach to improve data validity in medical settings. BMC Medical Informatics Decis. Mak. (5) (2020)
Andrea Campagner, Davide Ciucci
A Formal Learning Theory for Three-Way Clustering. SUM (2020)
Andrea Campagner, Valentina Dorigatti, Davide Ciucci
Entropy-based shadowed set approximation of intuitionistic fuzzy sets. Int. J. Intell. Syst. 35 (12) (2020)
Andrea Campagner, Davide Ciucci, Federico Cabitza
Ensemble Learning, Social Choice and Collective Intelligence - An Experimental Comparison of Aggregation Techniques. MDAI (2020)
Andrea Campagner, Davide Ciucci, Eyke Hüllermeier
Feature Reduction in Superset Learning Using Rough Sets and Evidence Theory. IPMU (1) (2020)
Andrea Campagner, Federico Cabitza, Davide Ciucci
The three-way-in and three-way-out framework to treat and exploit ambiguity in data. Int. J. Approx. Reason. 119 (2020)
Davide Ciucci, Yiyu Yao
Synergy of Granular Computing, Shadowed Sets, and Three-way Decisions. Inf. Sci. 508 (2020)
Fan Min, Shi-Ming Zhang, Davide Ciucci, Min Wang
Three-way active learning through clustering selection. Int. J. Mach. Learn. Cybern. 11 (5) (2020)
Andrea Campagner, Federico Cabitza, Davide Ciucci
Three-Way Decision for Handling Uncertainty in Machine Learning: A Narrative Review. IJCRS (2020)
Andrea Campagner, Federico Cabitza, Davide Ciucci
Three-Way Classification: Ambiguity and Abstention in Machine Learning. IJCRS (2019)
Davide Ciucci, Didier Dubois
A capacity-based framework encompassing Belnap-Dunn logic for reasoning about multisource information. Int. J. Approx. Reason. 106 (2019)
Andrea Campagner, Davide Ciucci
Orthopartitions and soft clustering: Soft mutual information measures for clustering validation. Knowl. Based Syst. 180 (2019)
Federico Cabitza, Andrea Campagner, Davide Ciucci
New Frontiers in Explainable AI: Understanding the GI to Interpret the GO. CD-MAKE (2019)
Federico Cabitza, Andrea Campagner, Davide Ciucci, Andrea Seveso
Programmed Inefficiencies in DSS-Supported Human Decision Making. MDAI (2019)
Andrea Campagner, Federico Cabitza, Davide Ciucci
Exploring Medical Data Classification with Three-Way Decision Trees. HEALTHINF (2019)
Andrea Campagner, Davide Ciucci
Three-Way and Semi-supervised Decision Tree Learning Based on Orthopartitions. IPMU (2) (2018)
Fu-Lun Liu, Ben-Wen Zhang, Davide Ciucci, Wei-Zhi Wu, Fan Min
A comparison study of similarity measures for covering-based neighborhood classifiers. Inf. Sci. (2018)
Federico Cabitza, Davide Ciucci
Fuzzification of Ordinal Classes. The Case of the HL7 Severity Grading. SUM (2018)
Matteo Re Depaolini, Davide Ciucci, Silvia Calegari, Matteo Dominoni
External Indices for Rough Clustering. IJCSR (2018)
Stefano Aguzzoli, Stefania Boffa, Davide Ciucci, Brunella Gerla
Finite IUML-algebras, Finite Forests and Orthopairs. Fundam. Informaticae 163 (2) (2018)
Davide Ciucci, Ivan Forcati
Certainty-Based Rough Sets. IJCRS (2) (2017)
Cinzia Bisi, Giampiero Chiaselotti, Davide Ciucci, Tommaso Gentile, Federico G. Infusino
Micro and macro models of granular computing induced by the indiscernibility relation. Inf. Sci. 388 (2017)
Davide Ciucci, Didier Dubois
A Two-Tiered Propositional Framework for Handling Multisource Inconsistent Information. ECSQARU (2017)
Andrea Campagner, Davide Ciucci
Measuring Uncertainty in Orthopairs. ECSQARU (2017)
Giampiero Chiaselotti, Davide Ciucci, Tommaso Gentile, Federico Infusino
Rough Set Theory and Digraphs. Fundam. Informaticae 153 (4) (2017)
Federico Cabitza, Davide Ciucci, Raffaele Rasoini
A giant with feet of clay: on the validity of the data that feed machine learning in medicine. CoRR (2017)
Federico Cabitza, Davide Ciucci, Angela Locoro
Exploiting collective knowledge with three-way decision theory: Cases from the questionnaire-based research. Int. J. Approx. Reason. 83 (2017)
Giampiero Chiaselotti, Davide Ciucci, Tommaso Gentile, Federico Infusino
The granular partition lattice of an information table. Inf. Sci. 373 (2016)
Giampiero Chiaselotti, Davide Ciucci, Tommaso Gentile
Simple graphs in granular computing. Inf. Sci. (2016)
Davide Ciucci, Dominik Slezak, Marcin Wolski
Preface. Fundam. Informaticae 148 (1-2) (2016)
Stefano Aguzzoli, Stefania Boffa, Davide Ciucci, Brunella Gerla
Refinements of Orthopairs and IUML-algebras. IJCRS (2016)
Davide Ciucci, Didier Dubois, Henri Prade
Structures of opposition induced by relations - The Boolean and the gradual cases. Ann. Math. Artif. Intell. 76 (3-4) (2016)
Giampiero Chiaselotti, Davide Ciucci, Tommaso Gentile, Federico Infusino
Generalizations of Rough Set Tools Inspired by Graph Theory. Fundam. Informaticae 148 (1-2) (2016)
Gianpiero Cattaneo, Giampiero Chiaselotti, Davide Ciucci, Tommaso Gentile
On the connection of hypergraph theory with formal concept analysis and rough set theory. Inf. Sci. 330 (2016)
Ben-Wen Zhang, Fan Min, Davide Ciucci
Representative-based classification through covering-based neighborhood rough sets. Appl. Intell. 43 (4) (2015)
Giampiero Chiaselotti, Davide Ciucci, Tommaso Gentile, Federico Infusino
Rough Set Theory Applied to Simple Undirected Graphs. RSKT (2015)
Giampiero Chiaselotti, Davide Ciucci, Tommaso Gentile
Simple Undirected Graphs as Formal Contexts. ICFCA (2015)
Giampiero Chiaselotti, Davide Ciucci, Tommaso Gentile, Federico Infusino
Preclusivity and Simple Graphs: The n-cycle and n-path Cases. RSFDGrC (2015)
Giampiero Chiaselotti, Davide Ciucci, Tommaso Gentile, Federico Infusino
Preclusivity and Simple Graphs. RSFDGrC (2015)
Davide Ciucci, Didier Dubois, Henri Prade
Structures of Opposition in Fuzzy Rough Sets. Fundam. Informaticae 142 (1-4) (2015)
Davide Ciucci, Didier Dubois
Three-Valued Logics, Uncertainty Management and Rough Sets. Trans. Rough Sets 17 (2014)
Davide Ciucci, Didier Dubois
Corrigendum to "A map of dependencies among three-valued logics" [Information Sciences 250 (2013) 161-177]. Inf. Sci. 256 (2014)
Davide Ciucci, Didier Dubois, Jonathan Lawry
Borderline vs. unknown: comparing three-valued representations of imperfect information. Int. J. Approx. Reason. 55 (9) (2014)
Davide Ciucci, Didier Dubois, Henri Prade
The Structure of Oppositions in Rough Set Theory and Formal Concept Analysis - Toward a New Bridge between the Two Settings. FoIKS (2014)
Stefano Aguzzoli, Davide Ciucci, Vincenzo Marra
International Journal of Approximate Reasoning Special Issue on "Rough Sets and Logic". Int. J. Approx. Reason. 55 (1) (2014)
Davide Ciucci
Orthopairs in the 1960s: Historical Remarks and New Ideas. RSCTC (2014)
Davide Ciucci, Tamás Mihálydeák, Zoltán Erno Csajbók
On Definability and Approximations in Partial Approximation Spaces. RSKT (2014)
Davide Ciucci, Didier Dubois
A modal theorem-preserving translation of a class of three-valued logics of incomplete information. J. Appl. Non Class. Logics 23 (4) (2013)
Davide Ciucci, Didier Dubois
From paraconsistent three-valued logics to multiple-source epistemic logic. EUSFLAT Conf. (2013)
Davide Ciucci, Didier Dubois
A map of dependencies among three-valued logics. Inf. Sci. 250 (2013)
Silvia Calegari, Davide Ciucci, Matteo Mondini
Linguistic-variable Definition in OWL 2 - A Protégé Plugin. KEOD (2013)
Davide Ciucci, Alberto Dennunzio, Roberto Leporini
Preface. Fundam. Informaticae 115 (1) (2012)
Davide Ciucci, Didier Dubois
Relationships between Connectives in Three-Valued Logics. IPMU (1) (2012)
Davide Ciucci
Temporal Dynamics in Information Tables. Fundam. Informaticae 115 (1) (2012)
Davide Ciucci, Didier Dubois, Henri Prade
Oppositions in Rough Set Theory. RSKT (2012)
Davide Ciucci, Didier Dubois
Three-Valued Logics for Incomplete Information and Epistemic Logic. JELIA (2012)
Gianpiero Cattaneo, Davide Ciucci, Didier Dubois
Algebraic models of deviant modal operators based on de Morgan and Kleene lattices. Inf. Sci. 181 (19) (2011)
Davide Ciucci
Orthopairs: A Simple and Widely UsedWay to Model Uncertainty. Fundam. Informaticae 108 (3-4) (2011)
Davide Ciucci, Yiyu Yao
Preface. Fundam. Informaticae 108 (3-4) (2011)
Davide Ciucci
Attribute Dynamics in Rough Sets. ISMIS (2011)
Davide Ciucci, Didier Dubois
Truth-Functionality, Rough Sets and Three-Valued Logics. ISMVL (2010)
Silvia Calegari, Davide Ciucci
Granular computing applied to ontologies. Int. J. Approx. Reason. 51 (4) (2010)
Davide Ciucci
Classification of Dynamics in Rough Sets. RSCTC (2010)
Davide Ciucci
Temporal Dynamics in Rough Sets Based on Coverings. RSKT (2010)
Davide Ciucci
Approximation Algebra and Framework. Fundam. Informaticae 94 (2) (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Davide Ciucci