International Journal of Approximate Reasoning

Article	Citations
A new class of decomposition integrals on finite spaces	66
A robust support vector regression with exact predictors and fuzzy responses	65
One-dimensional game-theoretic differential equations	57
Various fuzzy connections and fuzzy concepts in complete co-residuated lattices	55
Solving possibilistic games with incomplete information	52
Editorial Board	51
Change in quantitative bipolar argumentation: Sufficient, necessary, and counterfactual explanations	49
Application of tropical optimization for solving multicriteria problems of pairwise comparisons using log-Chebyshev approximation	49
Uncertainty and three-way decision in data science	46
Morpho-logic from a topos perspective – application to symbolic AI	43
Conditional distributivity equation of semi-uninorms over uninorms	40
Steps towards causal Formal Concept Analysis	39
Editorial Board	38
Migrativity properties of uninorms over 2-uninorms	38
Editorial Board	37
Special Issue on Probabilistic Logic Programming (PLP 2018)	37
Spatial unity for the apperception engine	36
Editorial Board	36
Some thoughts about transfer learning. What role for the source domain?	34
Editorial Board	33
Improved interval type-2 fuzzy K-means clustering based on adaptive iterative center with new defuzzification method	33
Textural dependency and concept lattices	32
A compositional approach to probabilistic knowledge compilation	30
On bivariate lower semilinear copulas and the star product	29
A retrospective on Isaac Levi: June 30, 1930 – December 25, 2018	29

Integral algebra for simulating dynamical systems with interval uncertainties	28
Information algebras in the theory of imprecise probabilities, an extension	25
Generalized multiview sequential three-way decisions based on local partition order product space	24
Large-scale empirical validation of Bayesian Network structure learning algorithms with noisy data	24
NeST: The neuro-symbolic transpiler	24
Attribute reduction method based on fuzzy relational equations and inequalities	24
How to describe the spatial near-far relations among concepts?	23
ClusterLP: A novel Cluster-aware Link Prediction model in undirected and directed graphs	23
Aggregation of random elements over bounded lattices	23
Random sets, copulas and related sets of probability measures	23
Parameterized maximum-entropy-based three-way approximate attribute reduction	23
Dynamic collective argumentation: Constructing the revision and contraction operators	23
Notes on integer partitions	22
A decomposition-based algorithm for learning the structure of multivariate regression chain graphs	22
Alien coding	22
Tuning fuzzy SPARQL queries	21
Interval-valued kriging for geostatistical mapping with imprecise inputs	21
Continuity and additivity properties of information decompositions	21
Distributivity characterization of idempotent uni-nullnorms and overlap or grouping functions	21
A gradient method for inconsistency reduction of pairwise comparisons matrices	20
Shortest-length and coarsest-granularity constructs vs. reducts: An experimental evaluation	20
Nonlinear desirability theory	19
The interpretability and scalability of linguistic-rule-based systems for solving regression problems	19
Preservation of properties of residuated algebraic structure by structures for the partial fuzzy set theory	19
Reasoning and learning in the setting of possibility theory - Overview and perspectives	19
A generalized model of three-way decision with ranking and reference tuple	18
Generalized possibility computation tree logic with frequency and its model checking	18
On interval fuzzy implications derived from interval additive generators of interval t-norms	18
Being Bayesian about learning Gaussian Bayesian networks from incomplete data	18
Constructing overlap functions on bounded posets via multiplicative generators	18
Novel optimistic and pessimistic family of OWA operator with constant orness	17
Beta-Bézier OWA operator	17
On the extended Choquet-Sugeno-like operator	17
The dual polyhedron to the chordal graph polytope and the rebuttal of the chordal graph conjecture	16
Feature selection and threshold method based on fuzzy joint mutual information	16
Adjunctive three-way concepts from positive and negative concepts in lattice-valued formal contexts	16
Distributed fusion-based algorithms for learning high-dimensional Bayesian Networks: Testing ring and star topologies	16
A three-way clustering approach using image enhancement operations	16
Relevance, recovery and recuperation: A prelude to ring withdrawal	16
Incremental attribute reduction with α,β-level intuitionistic fuzzy sets	16
A fuzzy content-based group recommender system with dynamic selection of the aggregation functions	16
Inversion of Bayesian networks	15
Normal cones corresponding to credal sets of lower probabilities	15
Formal analysis of Peterson's rules for checking validity of syllogisms with intermediate quantifiers	14
Gaussian fuzzy theoretic analysis for variational learning of nested compositions	14
A review on declarative approaches for constrained clustering	14
An efficient method of renewing object-induced three-way concept lattices involving decreasing attribute-granularity levels	14
Using scoring functions in a group decision-making procedure with heterogeneous experts and qualitative assessments	14
On permutations dependent operators	14
Formalization and implementation of credibility dynamics through prioritized multiple revision	14

Sequential multi-class three-way decisions based on cost-sensitive learning	14
Structural learning of mixed noisy-OR Bayesian networks	13
Description lattices of generalised convex hulls	13
Kernel multi-granularity double-quantitative rough set based on ensemble empirical mode decomposition: Application to stock price trends prediction	13
Efficient search for relevance explanations using MAP-independence in Bayesian networks	13
Aggregation of fuzzy graphs	13
An epistemic approach to model uncertainty in data-graphs	13
Simple contrapositive assumption-based argumentation frameworks with preferences: Partial orders and collective attacks	13
Information algebras in the theory of imprecise probabilities	12
Synergies between machine learning and reasoning - An introduction by the Kay R. Amel group	12
Deep evidential fusion network for medical image classification	12
Evidential instance selection for K-nearest neighbor classification of big data	12
Construction methods of fuzzy implications on bounded posets	12
Cost-sensitive sequential three-way decision for information system with fuzzy decision	12
A semi-supervised deep learning image caption model based on Pseudo Label and N-gram	12
Graded labellings for abstract argumentation	12
Ensuring reference independence and cautious monotony in abstract argumentation	12
Contribution functions for quantitative bipolar argumentation graphs: A principle-based analysis	12
Polyadic relational concept analysis	12
Spark solutions for discovering fuzzy association rules in Big Data	12
Three-way conceptual knowledge updating in incomplete contexts	12
Static and dynamic orderings on Dungean argumentation frameworks - An overview	12
Attribute reduction for heterogeneous data based on monotonic relative neighborhood granularity	11
Attribute granulation in fuzzy formal contexts based on L-fuzzy concepts	11
Multi-label feature selection based on adaptive label enhancement and class-imbalance-aware fuzzy information entropy	11
Distributivity between uni-nullnorms and Mayor's aggregation operators	11
A novel approach to discretizing information systems associated with neighborhood rough sets	11
Fuzzy centrality measures in social network analysis: Theory and application in a university department collaboration network	11
Context-awareness for information correction and reasoning in evidence theory	11
Fisher's disjunction as the principle vindicating p-values, confidence intervals, and their generalizations: A frequentist semantics for possibility theory	11
Robust Bayesian causal estimation for causal inference in medical diagnosis	11
Inner product reduction for fuzzy formal contexts	10
On (O,G)-fuzzy rough sets based on overlap and grouping functions over complete lattices	10
Novel AQM analysis approach based on similarity and dissimilarity measures of interval set for multi-expert multi-criterion decision making	10
Symbols-Meaning-Value (SMV) space as a basis for a conceptual model of data science	10
Valid inferential models for prediction in supervised learning problems	10
Attribute reduction based on fusion information entropy	10
Case-based prediction – A survey	10
Three-way decisions with evaluative linguistic expressions	10
Incorporating ignorance within game theory: An imprecise probability approach	10
Incremental reduction of imbalanced distributed mixed data based on k-nearest neighbor rough set	10
A probabilistic modal logic for context-aware trust based on evidence	10
The logic behind desirable sets of things, and its filter representation	10
Reduction approaches for fuzzy covering systems	10
An exploration of weak Heyting algebras: Characterization and properties	9
Editorial Board	9
Editorial Board	9
Analysis and enhanced prediction of the Spanish Electricity Network through Big Data and Machine Learning techniques	9
Investigations of T-power based implications satisfying some functional equations related to reasoning schemes	9
The Twelfth International Symposium on Imprecise Probabilities: Theories and Applications (ISIPTA-21)	9
Coherent conditional previsions with respect to inner and outer Hausdorff measures to represent conscious and unconscious human brain activity	9
Probability and statistics: Foundations and history. Special Issue in honor of Glenn Shafer	8
On topologies defined by neighbourhood operators of approximation spaces	8
Editorial Board	8
An approach to improve argumentation-based epistemic planning with contextual preferences	8
Information efficient learning of complexly structured preferences: Elicitation procedures and their application to decision making under uncertainty	8
A heuristic concept construction approach to collaborative recommendation	8
Dilation properties of coherent Nearly-Linear models	8
Editorial Board	8
Glenn Shafer — A short biography	8
Deciding when to quit the gambler's ruin game with unknown probabilities	8
Information structures in a fuzzy set-valued information system based on granular computing	8
Editorial Board	8
Data-driven modeling with fuzzy sets and manifolds	8
Cautious classifier ensembles for set-valued decision-making	7
Overlap function-based fuzzy β-covering relations and fuzzy β-covering rough set models	7
AMG-DTRS: Adaptive multi-granulation decision-theoretic rough sets	7
Semi-supervised attribute reduction for partially labeled categorical data based on predicted label	7
Editorial Board	7
Distribution-free Inferential Models: Achieving finite-sample valid probabilistic inference, with emphasis on quantile regression	7
Phenotyping OSA: a time series analysis using fuzzy clustering and persistent homology	7
Cautious classification based on belief functions theory and imprecise relabelling	7
Data complexity: An FCA-based approach	7
A new type of dyad fuzzy β-covering rough set models base on fuzzy information system and its practical application	7
A novel multi-granularity three-way decision making approach in q-rung orthopair fuzzy information systems	7
A novel rough set method based on adjustable-perspective dominance relations in intuitionistic fuzzy ordered decision tables	7
Belief rule learning and reasoning for classification based on fuzzy belief decision tree	6
Coherent and Archimedean choice in general Banach spaces	6
Reasoning about knowledge and conditional probability	6
Generalized decision directed acyclic graphs for classification tasks	6

Systematic attribute reductions based on double granulation structures and three-view uncertainty measures in interval-set decision systems	6
Coherent checking and updating of Bayesian models without specifying the model space: A decision-theoretic semantics for possibility theory	6
A universal approach to imprecise probabilities in possibility theory	6
On conditional belief functions in directed graphical models in the Dempster-Shafer theory	6
Instance weighting through data imprecisiation	6
Making inferences in incomplete Bayesian networks: A Dempster-Shafer belief function approach	6
Aggregation and definition of an algebraic framework for fuzzy time series: An application in the supply-demand domain	6
Strictly frequentist imprecise probability	6
Learning decision catalogues for situated decision making: The case of scoring systems	6
A fast neighborhood classifier based on hash bucket with application to medical diagnosis	6
Special Issue on Robustness in Probabilistic Graphical Models	6
Improvements proposed to noisy-OR derivatives for multi-causal analysis: A case study of simultaneous electromagnetic disturbances	6
Goal-hiding information-seeking dialogues: A formal framework	6
The extended Recursive Noisy OR model: Static and dynamic considerations	6
Chain graph structure learning based on minimal c-separation trees	6
The most likely common cause	6
Variable radius neighborhood rough sets and attribute reduction	6
Adversarial domain adaptation network for tumor image diagnosis	6
Robust optimization with belief functions	5
Graph neural networks-based preference learning method for object ranking	5
Towards an effective practice of learning from data and knowledge	5
Rule extraction based on linguistic-valued intuitionistic fuzzy layered concept lattice	5
Tensor approximation of cooperative games and their semivalues	5
Confidence assessment in safety argument structure - Quantitative vs. qualitative approaches	5
Uncertainty quantification in logistic regression using random fuzzy sets and belief functions	5
Attribute reduction based on weighted neighborhood constrained fuzzy rough sets induced by grouping functions	5
Uncertainty-based knowledge distillation for Bayesian deep neural network compression	5
The measurement of relations on belief functions based on the Kantorovich problem and the Wasserstein metric	5
A preferential interpretation of MultiLayer Perceptrons in a conditional logic with typicality	5
LCM from FCA point of view: A CbO-style algorithm with speed-up features	5
Computing crisp bisimulations for fuzzy structures	5
The YODO algorithm: An efficient computational framework for sensitivity analysis in Bayesian networks	5
Induction of interval shadowed sets from the perspective of maintaining fuzziness	5
Similarity of intuitionistic fuzzy sets and its applications	5
The uncertain ordered weighted averaging adequacy coefficient operator	5
Multi-label learning based on neighborhood rough set label-specific features	5
Multi-label learning via minimax probability machine	5
Quantified neural Markov logic networks	5
Approximations of system W for inference from strongly and weakly consistent belief bases	5
Robust fuzzy clustering of time series based on B-splines	5
Sequential merging and construction of rankings as cognitive logic	5
Information graphs and their use for Bayesian network graph construction	5
Incremental fuzzy rough sets based feature subset selection using fuzzy min-max neural network preprocessing	5
Three-way concept lattice from adjunctive positive and negative concepts	5
A general framework for personalising post hoc explanations through user knowledge integration	5
An extension of overlap functions on convolution lattices	4
Granular rough sets and granular shadowed sets: Three-way approximations in Pawlak approximation spaces	4
Fuzzy rough set attribute reduction based on decision ball model	4
Interval type-2 possibilistic fuzzy clustering noisy image segmentation algorithm with adaptive spatial constraints and local feature weighting & clustering weighting	4
Extending choice assessments to choice functions: An algorithm for computing the natural extension	4
On (I,O)-fuzzy rough sets based on overlap functions	4
Information-theoretic partially labeled heterogeneous feature selection based on neighborhood rough sets	4
Learning from fuzzy labels: Theoretical issues and algorithmic solutions	4
Matrix-Based Approach for Knowledge Structure Construction Using Variable Precision Models	4
Sequential 3WD-based local optimal scale selection in dynamic multi-scale decision information systems	4
Three-way conflict analysis in dual hesitant fuzzy situation tables	4
Multi-attribute three-way decisions based on ideal solutions under interval-valued intuitionistic fuzzy environment	4
A novel information fusion method using improved entropy measure in multi-source incomplete interval-valued datasets	4
Conflict analysis based on three-way decision for triangular fuzzy information systems	4
An answer set programming-based implementation of epistemic probabilistic event calculus	4
Multi-attribute group three-way decision making with degree-based linguistic term sets	4
Distributivity of N-ordinal sum fuzzy implications over t-norms and t-conorms	4
Incremental reduction methods based on granular ball neighborhood rough sets and attribute grouping	4
Achieving threshold consistency in three-way group decision using optimization methodology and expert-weight-updating-strategy	4
Processing distortion models: A comparative study	4
Decision with belief functions and generalized independence: Two impossibility theorems	4
Optimal scale selection and knowledge discovery in generalized multi-scale decision tables	4
Semantic explorations in factorizing Boolean data via formal concepts	4
Selective label enhancement for multi-label classification based on three-way decisions	4
Minimality, necessity and sufficiency for argumentation and explanation	4
Pointwise mutual information sparsely embedded feature selection	4
Re-sampling of multi-class imbalanced data using belief function theory and ensemble learning	4
Feature selection for multi-label learning based on variable-degree multi-granulation decision-theoretic rough sets	4
An inferential model-based method for testing homogeneity of several variances against tree-ordered alternatives	4
On computing probabilistic abductive explanations	4
Neighborhood relation-based variable precision multigranulation Pythagorean fuzzy rough set approach for multi-attribute group decision making	4
Rule acquisition in generalized multi-scale information systems with multi-scale decisions	4
Multi-label feature selection based on fuzzy rough sets with metric learning and label enhancement	4
Optimal scale selection based on multi-scale single-valued neutrosophic decision-theoretic rough set with cost-sensitivity	4
From undecidability of non-triviality and finiteness to undecidability of learnability	3
Editorial Board	3
Inner and outer characterization of the projection of polynomial equations using symmetries, quotients and intervals	3
On the distributivity of fuzzy implications and the weighted S-implications	3
A study of rough inclusion on algebras with quasi-Boolean base	3
Special Issue on Concept Lattices and their Applications (CLA 2020)	3
An empirically supported approach to the treatment of imprecision in vague reasoning	3
Approximating counterfactual bounds while fusing observational, biased and randomised data sources	3
Editorial Board	3
Special issue on Knowledge Enhanced Data Analytics for Autonomous Decision Making (KEDA for DM)	3
Editorial Board	3
Uncertainty propagation in stereo matching using copulas	3
Factorizing lattices by interval relations	3
Toward credible belief base revision	3
Evaluating the effects of uncertainty in interval pairwise comparison matrices	3
Extended papers from the 11th International Symposium on Imprecise Probabilities: Theories and Applications	3