International Journal of Approximate Reasoning

Article	Citations
Continuity and additivity properties of information decompositions	84
Preservation of properties of residuated algebraic structure by structures for the partial fuzzy set theory	76
How to describe the spatial near-far relations among concepts?	62
Tuning fuzzy SPARQL queries	60
Attribute reduction method based on fuzzy relational equations and inequalities	56
Cost-sensitive sequential three-way decision for information system with fuzzy decision	55
Nonlinear desirability theory	55
Morpho-logic from a topos perspective – application to symbolic AI	51
Distributed fusion-based algorithms for learning high-dimensional Bayesian Networks: Testing ring and star topologies	51
A fuzzy content-based group recommender system with dynamic selection of the aggregation functions	51
One-dimensional game-theoretic differential equations	47
Interval-valued kriging for geostatistical mapping with imprecise inputs	43
Prospect utility with hyperbolic tangent function	42
A gradient method for inconsistency reduction of pairwise comparisons matrices	40
Towards machine learning as AGM-style belief change	40
Parameterized maximum-entropy-based three-way approximate attribute reduction	39
Attribute reduction based on fusion information entropy	39
Fuzzy time series analysis: Expanding the scope with fuzzy numbers	39
Attribute reduction for heterogeneous data based on monotonic relative neighborhood granularity	36
Being Bayesian about learning Gaussian Bayesian networks from incomplete data	35
Deep evidential fusion network for medical image classification	34
A decomposition-based algorithm for learning the structure of multivariate regression chain graphs	31
Cautious classifier ensembles for set-valued decision-making	30
Quantified neural Markov logic networks	29
An exploration of weak Heyting algebras: Characterization and properties	29

Generalized decision directed acyclic graphs for classification tasks	29
Information efficient learning of complexly structured preferences: Elicitation procedures and their application to decision making under uncertainty	28
Identifying total causal effects in linear models under partial homoscedasticity	27
The uncertain ordered weighted averaging adequacy coefficient operator	27
Three-way decisions with evaluative linguistic expressions	26
Decision with belief functions and generalized independence: Two impossibility theorems	26
Induction of interval shadowed sets from the perspective of maintaining fuzziness	26
Rule acquisition in generalized multi-scale information systems with multi-scale decisions	26
Multi-attribute three-way decisions based on ideal solutions under interval-valued intuitionistic fuzzy environment	26
Learning decision catalogues for situated decision making: The case of scoring systems	25
Granular rough sets and granular shadowed sets: Three-way approximations in Pawlak approximation spaces	25
Chain graph structure learning based on minimal c-separation trees	24
Symbols-Meaning-Value (SMV) space as a basis for a conceptual model of data science	24
Multi-label feature selection based on fuzzy rough sets with metric learning and label enhancement	22
Data complexity: An FCA-based approach	22
Belief rule learning and reasoning for classification based on fuzzy belief decision tree	22
Uncertainty propagation in stereo matching using copulas	22
Three-way concept lattice from adjunctive positive and negative concepts	22
Nonlinear desirability as a linear classification problem	21
Editorial Board	21
On the derivation of weights from incomplete pairwise comparisons matrices via spanning trees with crisp and fuzzy confidence levels	21
A bipolar three-way decision model and its application in analyzing incomplete data	21
Inner and outer characterization of the projection of polynomial equations using symmetries, quotients and intervals	21
A three-way decision approach for dynamically expandable networks	20
Editorial Board	20
Editorial Board	20
Editorial Board	20
An inferential model-based method for testing homogeneity of several variances against tree-ordered alternatives	19
Hierarchical variable clustering based on the predictive strength between random vectors	18
Editorial Board	18
Processing distortion models: A comparative study	18
Editorial Board	18
Qualitative capacities: Basic notions and potential applications	17
On computing probabilistic abductive explanations	17
Achieving threshold consistency in three-way group decision using optimization methodology and expert-weight-updating-strategy	17
Adding imprecision to hypotheses: A Bayesian framework for testing practical significance in nonparametric settings	17
Rough sets, modal logic and approximate reasoning	17
On the classification of financial data with domain agnostic features	17
A probabilistic analysis of selected notions of iterated conditioning under coherence	17
Argument strength in probabilistic argumentation based on defeasible rules	16
Multigranulation fuzzy probabilistic rough set model on two universes	16
On the failings of Shapley values for explainability	16
Corrigendum to “GLRM: Logical pattern mining in the case of inconsistent data distribution based on multigranulation strategy” [Int. J. Approx. Reason. 143 (2022) 78–101]	15
New results of (U,N)-implications satisfying I(r,I(s,t))=I(I(r,s),I(r,t))	15
Consequences of the minimum specificity principle on conditioning and on independence in possibility theory	15
Computing with confidence	15
Verified propagation of imprecise probabilities in non-linear ODEs	15
On the distributivity for the ordinal sums of implications over t-norms and t-conorms	15
Interval-dismantling for lattices	15
ω-IvE methodology: Admissible interleaving entropy methods applied to video streaming traffic classification	15

A novel granular computing model based on three-way decision	14
Interval -Sheffer strokes and interval fuzzy Sheffer strokes endowed with admissible orders	14
Attributes reduction algorithms for m-polar fuzzy relation decision systems	14
Identifying arguments within a text: Categorizing errors and their impact in arguments' relation prediction	14
Triple perturbed consistent matrix and the efficiency of its principal right eigenvector	14
Learning Horn envelopes via queries from language models	14
Neighborhood margin rough set: Self-tuning neighborhood threshold	14
Multidimensional fuzzy sets: Negations and an algorithm for multi-attribute group decision making	14
Hierarchical neighborhood entropy based multi-granularity attribute reduction with application to gene prioritization	13
N-vertical generated implications and their distributivities over t-norms and t-conorms	13
Pairwise comparison matrices with uniformly ordered efficient vectors	13
A dissection of the monotonicity property of binary operations from a dominance point of view	13
Special issue on Reasoning under Partial Knowledge	13
Projectivity and unification in substructural logics of generalized rotations	13
Fuzzy object-induced network three-way concept lattice and its attribute reduction	13
On the logic of theory change iteration of KM-update	13
On the enumeration of non-dominated matroids with imprecise weights	13
Powerset operators induced by fuzzy relations as a basis for fuzzification of various mathematical structures	13
Fuzzy rough unlearning model for feature selection	13
On residual implications derived from 2-uninorms	12
Efficient vectors for simple perturbed consistent matrices	12
Stochastically ordered aggregation operators	12
Graded hexagon of opposition in fuzzy natural logic with new intermediate quantifiers	12
A novel kernelized total Bregman divergence-based fuzzy clustering with local information for image segmentation	12
An updated method of granular reduct based on cognitive operators in formal contexts	12
An improved three-way decision model based on prospect theory	12
Entropy for evaluation of Dempster-Shafer belief function models	12
Measuring effectiveness of movement-based three-way decision using fuzzy Markov model	11
Hierarchical sequential three-way decision model	11
Characterizations for union and intersection on non-normal membership functions of type-2 fuzzy sets	11
Physics-informed learning under epistemic uncertainty with an application to system health modeling	11
Multiindistinguishability operators	11
Nature of decision valuations in elimination of redundant attributes	11
Incremental cognitive learning approach based on concept reduction	10
Outlier detection in mixed-attribute data: A semi-supervised approach with fuzzy approximations and relative entropy	10
Granular fuzzy sets and three-way approximations of fuzzy sets	10
Multi-dimensional Bayesian network classifiers for partial label ranking	10
Online event recognition over noisy data streams	10
Fast and robust clustering of general-shaped structures with tk-merge	10
Fuzzy implications-based transformation approaches from semi-three-way decision spaces to three-way decision spaces and their applications	10
Random sets, copulas and related sets of probability measures	9
Conditional distributivity equation of semi-uninorms over uninorms	9
Normal cones corresponding to credal sets of lower probabilities	9
FCPCA: Fuzzy clustering of high-dimensional time series based on common principal component analysis	9
Attribute granulation in fuzzy formal contexts based on L-fuzzy concepts	9
Distributivity between uni-nullnorms and Mayor's aggregation operators	9
Editorial Board	9
Migrativity properties of uninorms over 2-uninorms	9
A retrospective on Isaac Levi: June 30, 1930 – December 25, 2018	9
Inversion of Bayesian networks	9
Dynamic collective argumentation: Constructing the revision and contraction operators	9
A three-way clustering approach using image enhancement operations	8
ClusterLP: A novel Cluster-aware Link Prediction model in undirected and directed graphs	8
Editorial Board	8
Coherent conditional previsions with respect to inner and outer Hausdorff measures to represent conscious and unconscious human brain activity	8
Attribute reduction based on weighted neighborhood constrained fuzzy rough sets induced by grouping functions	8
Contribution functions for quantitative bipolar argumentation graphs: A principle-based analysis	8
Multi-label feature selection based on adaptive label enhancement and class-imbalance-aware fuzzy information entropy	8
Novel optimistic and pessimistic family of OWA operator with constant orness	8
LCM from FCA point of view: A CbO-style algorithm with speed-up features	8
Incremental fuzzy rough sets based feature subset selection using fuzzy min-max neural network preprocessing	8
The Twelfth International Symposium on Imprecise Probabilities: Theories and Applications (ISIPTA-21)	8
Case-based prediction – A survey	8
Evidential time-to-event prediction with calibrated uncertainty quantification	8
On topologies defined by neighbourhood operators of approximation spaces	8
The extended Recursive Noisy OR model: Static and dynamic considerations	8
An answer set programming-based implementation of epistemic probabilistic event calculus	8
Multi-label learning via minimax probability machine	7
An extension of overlap functions on convolution lattices	7
Independent natural extension for choice functions	7
A novel interval-valued data driven type-2 possibilistic local information c-means clustering for land cover classification	7
Evaluating the effects of uncertainty in interval pairwise comparison matrices	7
Learning and total evidence with imprecise probabilities	7
Editorial Board	7
A preferential interpretation of MultiLayer Perceptrons in a conditional logic with typicality	7
Explaining answers generated by knowledge graph embeddings	7
Estimating the coverage measure and the area explored by a line-sweep sensor on the plane	7
Coherence and avoidance of sure loss for standardized functions and semicopulas	7
Three-way approximation of decision granules based on the rough set approach	7
About twenty-five naughty entropies in belief function theory: Do they measure informativeness?	7

Incremental reduction methods based on granular ball neighborhood rough sets and attribute grouping	7
Further studies on abstract rough inclusion properties	7
Choquet-based fuzzy rough sets	7
An auto-weighted enhanced horizontal collaborative fuzzy clustering algorithm with knowledge adaption mechanism	7
A robust multi-label feature selection based on label significance and fuzzy entropy	7
Ergodic theorems for dynamic imprecise probability kinematics	6
Update of optimal scale in dynamic multi-scale decision information systems	6
“So much data. Who needs probability?” Have we been here before?	6
Lattice-valued tree pushdown automata: Pumping lemma and closure properties	6
Pseudo-Kleene algebras determined by rough sets	6
Enriching interactive explanations with fuzzy temporal constraint networks	6
Editorial Board	6
Editorial of the special issue “Synergies Between Machine Learning and Reasoning”	6
On the distributivity of fuzzy implications and the weighted S-implications	6
New results on convergence in distribution of fuzzy random variables	6
The possibilistic horn non-clausal knowledge bases	6
Neighborhood relation-based variable precision multigranulation Pythagorean fuzzy rough set approach for multi-attribute group decision making	6
Some notes on possibilistic randomisation with t-norm based joint distributions in strategic-form games	6
How to choose a completion method for pairwise comparison matrices with missing entries: An axiomatic result	6
Wavelet-based fuzzy clustering of interval time series	6
Existence of optimal strategies in bimatrix game and applications	6
Editorial Board	6
Rough set-based feature selection for weakly labeled data	6
A novel three-way decision model with DEA method	6
Learning Bayesian networks from incomplete data with the node-average likelihood	6
Editorial Board	6
A distributional framework for evaluation, comparison and uncertainty quantification in soft clustering	6
Optimization problems with evidential linear objective	6
Optimal transport and variational Bayesian inference	6
Spatial-temporal single object tracking with three-way decision theory	6
Editorial Board	6
Editorial Board	6
Topological reduction approaches for relation decision systems	6
Attribute reduction with fuzzy divergence-based weighted neighborhood rough sets	6
Lymphoma segmentation from 3D PET-CT images using a deep evidential network	5
Editorial Board	5
A review of three-way decision: Triadic understanding, organization, and perspectives	5
Evaluating uncertainty with Vertical Barrier Models	5
Modeling and updating uncertain evidence within belief function theory	5
Games of incomplete information: A framework based on belief functions	5
Paralinear distance and its algorithm for hierarchical clustering of high-dimensional discrete variables	5
Three-way conflict analysis based on incomplete situation tables: A tentative study	5
Three-way decisions method based on matrices approaches oriented dynamic interval-valued information system	5
Partial conditioning for inference of many-normal-means with Hölder constraints	5
Editorial Board	5
Hierarchical Bayesian text modeling for the unsupervised joint analysis of latent topics and semantic clusters	5
Reductions of concept lattices based on Boolean formal contexts	5
Selfadhesivity in Gaussian conditional independence structures	5
Typicality: A formal concept analysis account	5
Concept lattice simplification with fuzzy linguistic information based on three-way clustering	5
Bipolar decomposition integrals	5
Lexicon-based sentiment analysis in texts using Formal Concept Analysis	5
Efficient algorithms for Risk-Sensitive Markov Decision Processes with limited budget	5
Clustering nonlinear time series with neural network bootstrap forecast distributions	5
Semirings for probabilistic and neuro-symbolic logic programming	5
Evidential prototype-based clustering based on transfer learning	5
Formal and cognitive reasoning	5
Editorial Board	5
Multigranular rough set model based on robust intuitionistic fuzzy covering with application to feature selection	5
On conditional probabilities and their canonical extensions to Boolean algebras of compound conditionals	5
Grounded semantics and principle-based analysis for incomplete argumentation frameworks	5
The modularity equation for semi-t-operators and T-uninorms	5
A three-way clustering method based on improved density peaks algorithm and boundary detection graph	5
A general bi-clustering algorithm for object data with an application to the analysis of a Lombardy railway line	5
Motivating explanations in Bayesian networks using MAP-independence	5
An implementation of nonmonotonic reasoning with c-representations using an SMT solver	5
A dialectical formalisation of preferred subtheories reasoning under resource bounds	5
Degenerate Gaussian factors for probabilistic inference	5
Editorial Board	5
Iterative algorithms for solving one-sided partially observable stochastic shortest path games	5
Editorial Board	5
A Survey on Causal Discovery: Theory and Practice	5
Feature selection for multi-label learning based on variable-degree multi-granulation decision-theoretic rough sets	4
Coherent checking and updating of Bayesian models without specifying the model space: A decision-theoretic semantics for possibility theory	4
Overlap function-based fuzzy β-covering relations and fuzzy β-covering rough set models	4
Robust optimization with belief functions	4
Approximations of system W for inference from strongly and weakly consistent belief bases	4
Pointwise mutual information sparsely embedded feature selection	4
Making decisions with evidential probability and objective Bayesian calibration inductive logics	4
Strudel: A fast and accurate learner of structured-decomposable probabilistic circuits	4
Interval type-2 possibilistic fuzzy clustering noisy image segmentation algorithm with adaptive spatial constraints and local feature weighting & clustering weighting	4
Validity, consonant plausibility measures, and conformal prediction	4
Improvements proposed to noisy-OR derivatives for multi-causal analysis: A case study of simultaneous electromagnetic disturbances	4
Investigations of T-power based implications satisfying some functional equations related to reasoning schemes	4
Weightedness measures from inequality systems	4
Qualitative reasoning in a two-layered framework	4
Values of games over Boolean player sets	4
Measures of association and dependence properties of nested random sets	4
Self-Supervised Multi-Level Generative Adversarial Network Data Imputation Algorithm	4
A novel rough set method based on adjustable-perspective dominance relations in intuitionistic fuzzy ordered decision tables	4
Special Issue on Robustness in Probabilistic Graphical Models	4
Minimality, necessity and sufficiency for argumentation and explanation	4
AMG-DTRS: Adaptive multi-granulation decision-theoretic rough sets	4
de Finetti's coherence and exchangeability in infinitary logic	4
Coincidences of nonlinear integrals related to ordered pair of non-additive measures	4