International Journal of Approximate Reasoning

Article	Citations
Attribute reduction method based on fuzzy relational equations and inequalities	91
Tuning fuzzy SPARQL queries	82
Fuzzy time series analysis: Expanding the scope with fuzzy numbers	73
Being Bayesian about learning Gaussian Bayesian networks from incomplete data	66
A fuzzy content-based group recommender system with dynamic selection of the aggregation functions	64
Continuity and additivity properties of information decompositions	62
Prospect utility with hyperbolic tangent function	58
Towards machine learning as AGM-style belief change	55
Distributed fusion-based algorithms for learning high-dimensional Bayesian Networks: Testing ring and star topologies	53
Cost-sensitive sequential three-way decision for information system with fuzzy decision	52
Deep evidential fusion network for medical image classification	48
Parameterized maximum-entropy-based three-way approximate attribute reduction	44
How to describe the spatial near-far relations among concepts?	43
Nonlinear desirability theory	43
Interval-valued kriging for geostatistical mapping with imprecise inputs	41
A gradient method for inconsistency reduction of pairwise comparisons matrices	40
One-dimensional game-theoretic differential equations	40
Morpho-logic from a topos perspective – application to symbolic AI	39
Preservation of properties of residuated algebraic structure by structures for the partial fuzzy set theory	37
Attribute reduction based on fusion information entropy	35
Cautious classifier ensembles for set-valued decision-making	33
Attribute reduction for heterogeneous data based on monotonic relative neighborhood granularity	33
Decision with belief functions and generalized independence: Two impossibility theorems	30
An exploration of weak Heyting algebras: Characterization and properties	30
A novel multi-label feature selection method based on conditional entropy and its acceleration mechanism	29

Quantified neural Markov logic networks	29
Three-way concept lattice from adjunctive positive and negative concepts	28
Chain graph structure learning based on minimal c-separation trees	28
Divide and conquer for causal computation	27
Attribute combination reduction in formal concept analysis: A theoretical characterization	27
Generalized decision directed acyclic graphs for classification tasks	26
Induction of interval shadowed sets from the perspective of maintaining fuzziness	26
Three-way decisions with evaluative linguistic expressions	26
Multi-label feature selection based on fuzzy rough sets with metric learning and label enhancement	26
Identifying total causal effects in linear models under partial homoscedasticity	26
Data complexity: An FCA-based approach	26
The uncertain ordered weighted averaging adequacy coefficient operator	25
Learning decision catalogues for situated decision making: The case of scoring systems	24
New paraconsistent modal logics based on rough modus ponens rules and their interrelations	24
Information efficient learning of complexly structured preferences: Elicitation procedures and their application to decision making under uncertainty	24
Granular rough sets and granular shadowed sets: Three-way approximations in Pawlak approximation spaces	23
Multi-attribute three-way decisions based on ideal solutions under interval-valued intuitionistic fuzzy environment	22
Symbols-Meaning-Value (SMV) space as a basis for a conceptual model of data science	22
Uncertainty propagation in stereo matching using copulas	22
Belief rule learning and reasoning for classification based on fuzzy belief decision tree	22
Rule acquisition in generalized multi-scale information systems with multi-scale decisions	22
Rough sets, modal logic and approximate reasoning	21
Processing distortion models: A comparative study	21
On computing probabilistic abductive explanations	20
Nonlinear desirability as a linear classification problem	20
Editorial Board	20
Qualitative capacities: Basic notions and potential applications	19
Editorial Board	19
An inferential model-based method for testing homogeneity of several variances against tree-ordered alternatives	19
Editorial Board	19
Editorial Board	19
Editorial Board	18
A probabilistic analysis of selected notions of iterated conditioning under coherence	18
On the derivation of weights from incomplete pairwise comparisons matrices via spanning trees with crisp and fuzzy confidence levels	18
Editorial Board	18
Argument strength in probabilistic argumentation based on defeasible rules	18
Adding imprecision to hypotheses: A Bayesian framework for testing practical significance in nonparametric settings	18
Inner and outer characterization of the projection of polynomial equations using symmetries, quotients and intervals	18
A three-way decision approach for dynamically expandable networks	18
Achieving threshold consistency in three-way group decision using optimization methodology and expert-weight-updating-strategy	17
A bipolar three-way decision model and its application in analyzing incomplete data	17
Multigranulation fuzzy probabilistic rough set model on two universes	17
On the failings of Shapley values for explainability	17
On the classification of financial data with domain agnostic features	16
Hierarchical variable clustering based on the predictive strength between random vectors	16
New results of (U,N)-implications satisfying I(r,I(s,t))=I(I(r,s),I(r,t))	16
The language of Contextual Attribute Logics – Introduction and survey	15
Triple perturbed consistent matrix and the efficiency of its principal right eigenvector	15
Identifying arguments within a text: Categorizing errors and their impact in arguments' relation prediction	15
Neighborhood margin rough set: Self-tuning neighborhood threshold	15

Multidimensional fuzzy sets: Negations and an algorithm for multi-attribute group decision making	15
Predicting graphical models based on functional data	14
Verified propagation of imprecise probabilities in non-linear ODEs	14
Information fusion based conflict analysis model for multi-source fuzzy data	14
A novel granular computing model based on three-way decision	14
Learning Horn envelopes via queries from language models	14
ω-IvE methodology: Admissible interleaving entropy methods applied to video streaming traffic classification	14
Interval -Sheffer strokes and interval fuzzy Sheffer strokes endowed with admissible orders	14
On the distributivity for the ordinal sums of implications over t-norms and t-conorms	14
Consequences of the minimum specificity principle on conditioning and on independence in possibility theory	14
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]	14
Attributes reduction algorithms for m-polar fuzzy relation decision systems	14
Interval-dismantling for lattices	14
A dissection of the monotonicity property of binary operations from a dominance point of view	13
On the enumeration of non-dominated matroids with imprecise weights	13
Graded hexagon of opposition in fuzzy natural logic with new intermediate quantifiers	13
Stochastically ordered aggregation operators	13
Projectivity and unification in substructural logics of generalized rotations	13
On residual implications derived from 2-uninorms	13
Fuzzy rough unlearning model for feature selection	12
Powerset operators induced by fuzzy relations as a basis for fuzzification of various mathematical structures	12
Cut-elimination theorems for some logics associated with double Stone algebras	12
On the logic of theory change iteration of KM-update	12
Efficient vectors for simple perturbed consistent matrices	12
An updated method of granular reduct based on cognitive operators in formal contexts	12
Pairwise comparison matrices with uniformly ordered efficient vectors	11
Entropy for evaluation of Dempster-Shafer belief function models	11
An improved three-way decision model based on prospect theory	11
Multiindistinguishability operators	11
Hierarchical neighborhood entropy based multi-granularity attribute reduction with application to gene prioritization	11
Fuzzy object-induced network three-way concept lattice and its attribute reduction	11
Multi-dimensional Bayesian network classifiers for partial label ranking	10
Fuzzy implications-based transformation approaches from semi-three-way decision spaces to three-way decision spaces and their applications	10
Incremental cognitive learning approach based on concept reduction	10
Granular fuzzy sets and three-way approximations of fuzzy sets	10
Characterizations for union and intersection on non-normal membership functions of type-2 fuzzy sets	10
Measuring effectiveness of movement-based three-way decision using fuzzy Markov model	10
Physics-informed learning under epistemic uncertainty with an application to system health modeling	10
Online event recognition over noisy data streams	10
Outlier detection in mixed-attribute data: A semi-supervised approach with fuzzy approximations and relative entropy	10
Nature of decision valuations in elimination of redundant attributes	10
Fast and robust clustering of general-shaped structures with tk-merge	9
Dynamic collective argumentation: Constructing the revision and contraction operators	9
Hierarchical sequential three-way decision model	9
Random sets, copulas and related sets of probability measures	8
Contribution functions for quantitative bipolar argumentation graphs: A principle-based analysis	8
Distributivity between uni-nullnorms and Mayor's aggregation operators	8
On Fast arc-reversal	8
ClusterLP: A novel Cluster-aware Link Prediction model in undirected and directed graphs	8
Evidential time-to-event prediction with calibrated uncertainty quantification	8
Editorial Board	8
Attribute granulation in fuzzy formal contexts based on L-fuzzy concepts	8
Multi-label feature selection based on adaptive label enhancement and class-imbalance-aware fuzzy information entropy	8
Migrativity properties of uninorms over 2-uninorms	8
Novel optimistic and pessimistic family of OWA operator with constant orness	8
A retrospective on Isaac Levi: June 30, 1930 – December 25, 2018	8
Inversion of Bayesian networks	8
Normal cones corresponding to credal sets of lower probabilities	8
Conditional distributivity equation of semi-uninorms over uninorms	8
A three-way clustering approach using image enhancement operations	8
Case-based prediction – A survey	8
Attribute reduction based on weighted neighborhood constrained fuzzy rough sets induced by grouping functions	8
Coherence and avoidance of sure loss for standardized functions and semicopulas	7
Neighborhood relation-based variable precision multigranulation Pythagorean fuzzy rough set approach for multi-attribute group decision making	7
Cauchy Graph Convolutional Networks	7
LCM from FCA point of view: A CbO-style algorithm with speed-up features	7
Coherent conditional previsions with respect to inner and outer Hausdorff measures to represent conscious and unconscious human brain activity	7
An answer set programming-based implementation of epistemic probabilistic event calculus	7
Multi-label learning via minimax probability machine	7
Learning and total evidence with imprecise probabilities	7
Learning Bayesian networks from incomplete data with the node-average likelihood	7
An auto-weighted enhanced horizontal collaborative fuzzy clustering algorithm with knowledge adaption mechanism	7
Evaluating the effects of uncertainty in interval pairwise comparison matrices	7
Incremental reduction methods based on granular ball neighborhood rough sets and attribute grouping	7
Fuzzy sequential three-way multi-scale attribute decision-making method based on individual risk attitude and multi classification features	7
An extension of overlap functions on convolution lattices	7
The Twelfth International Symposium on Imprecise Probabilities: Theories and Applications (ISIPTA-21)	7
Explaining answers generated by knowledge graph embeddings	7
A robust multi-label feature selection based on label significance and fuzzy entropy	7
Estimating the coverage measure and the area explored by a line-sweep sensor on the plane	7

Editorial Board	7
Further studies on abstract rough inclusion properties	7
Incremental fuzzy rough sets based feature subset selection using fuzzy min-max neural network preprocessing	7
The extended Recursive Noisy OR model: Static and dynamic considerations	7
A preferential interpretation of MultiLayer Perceptrons in a conditional logic with typicality	7
About twenty-five naughty entropies in belief function theory: Do they measure informativeness?	7
Attribute reduction with fuzzy divergence-based weighted neighborhood rough sets	7
Topological reduction approaches for relation decision systems	7
Choquet-based fuzzy rough sets	7
The possibilistic horn non-clausal knowledge bases	6
Three-way approximation of decision granules based on the rough set approach	6
Ergodic theorems for dynamic imprecise probability kinematics	6
Editorial Board	6
A distributional framework for evaluation, comparison and uncertainty quantification in soft clustering	6
Spatial-temporal single object tracking with three-way decision theory	6
Lymphoma segmentation from 3D PET-CT images using a deep evidential network	6
Enriching interactive explanations with fuzzy temporal constraint networks	6
Some notes on possibilistic randomisation with t-norm based joint distributions in strategic-form games	6
Existence of optimal strategies in bimatrix game and applications	6
Editorial Board	6
A novel interval-valued data driven type-2 possibilistic local information c-means clustering for land cover classification	6
Lattice-valued tree pushdown automata: Pumping lemma and closure properties	6
“So much data. Who needs probability?” Have we been here before?	6
Reductions of concept lattices based on Boolean formal contexts	6
How to choose a completion method for pairwise comparison matrices with missing entries: An axiomatic result	6
Independent natural extension for choice functions	6
Editorial Board	6
Update of optimal scale in dynamic multi-scale decision information systems	6
Optimization problems with evidential linear objective	6
Editorial Board	6
Multigranular rough set model based on robust intuitionistic fuzzy covering with application to feature selection	6
Pseudo-Kleene algebras determined by rough sets	6
Optimal transport and variational Bayesian inference	6
A novel three-way decision model with DEA method	6
A Survey on Causal Discovery: Theory and Practice	6
New results on convergence in distribution of fuzzy random variables	6
Editorial of the special issue “Synergies Between Machine Learning and Reasoning”	6
Wavelet-based fuzzy clustering of interval time series	5
Editorial Board	5
Concept lattice simplification with fuzzy linguistic information based on three-way clustering	5
Paralinear distance and its algorithm for hierarchical clustering of high-dimensional discrete variables	5
A three-way clustering method based on improved density peaks algorithm and boundary detection graph	5
Games of incomplete information: A framework based on belief functions	5
The structure of rough sets defined by reflexive relations	5
Three-way conflict analysis based on incomplete situation tables: A tentative study	5
Typicality: A formal concept analysis account	5
On conditional probabilities and their canonical extensions to Boolean algebras of compound conditionals	5
Hierarchical Bayesian text modeling for the unsupervised joint analysis of latent topics and semantic clusters	5
Selfadhesivity in Gaussian conditional independence structures	5
Iterative algorithms for solving one-sided partially observable stochastic shortest path games	5
Semirings for probabilistic and neuro-symbolic logic programming	5
Conditional independence collapsibility for acyclic directed mixed graph models	5
Dynamic concept reduction methods based on local information	5
Motivating explanations in Bayesian networks using MAP-independence	5
Evaluating uncertainty with Vertical Barrier Models	5
Bipolar decomposition integrals	5
Multiple attribute group decision making based on multigranulation probabilistic models, MULTIMOORA and TPOP in incomplete q-rung orthopair fuzzy information systems	5
Editorial Board	5
Editorial Board	5
An implementation of nonmonotonic reasoning with c-representations using an SMT solver	5
Formal and cognitive reasoning	5
Editorial Board	5
Editorial Board	5
Editorial Board	5
A review of three-way decision: Triadic understanding, organization, and perspectives	5
A general bi-clustering algorithm for object data with an application to the analysis of a Lombardy railway line	5
Lexicon-based sentiment analysis in texts using Formal Concept Analysis	5
The modularity equation for semi-t-operators and T-uninorms	5
Modeling and updating uncertain evidence within belief function theory	5
Degenerate Gaussian factors for probabilistic inference	5
Grounded semantics and principle-based analysis for incomplete argumentation frameworks	5
Evidential prototype-based clustering based on transfer learning	5
Efficient algorithms for Risk-Sensitive Markov Decision Processes with limited budget	5
Partial conditioning for inference of many-normal-means with Hölder constraints	5
Testing exchangeability: Fork-convexity, supermartingales and e-processes	4
A novel multi-step interval prediction model for uncertain data using iterative lower upper bound estimation method	4
Few-shot learning based on hierarchical classification via multi-granularity relation networks	4
Robust optimization with belief functions	4
Investigations of T-power based implications satisfying some functional equations related to reasoning schemes	4
Approximations of system W for inference from strongly and weakly consistent belief bases	4
Coincidences of nonlinear integrals related to ordered pair of non-additive measures	4
Information-theoretic partially labeled heterogeneous feature selection based on neighborhood rough sets	4
Measures of association and dependence properties of nested random sets	4
Feature selection for multi-label learning based on variable-degree multi-granulation decision-theoretic rough sets	4
A novel rough set method based on adjustable-perspective dominance relations in intuitionistic fuzzy ordered decision tables	4
Improvements proposed to noisy-OR derivatives for multi-causal analysis: A case study of simultaneous electromagnetic disturbances	4
Interval type-2 possibilistic fuzzy clustering noisy image segmentation algorithm with adaptive spatial constraints and local feature weighting & clustering weighting	4
Editorial Board	4
Few-shot learning based on hierarchical feature fusion via relation networks	4
Overlap function-based fuzzy β-covering relations and fuzzy β-covering rough set models	4
Pointwise mutual information sparsely embedded feature selection	4
Coherent checking and updating of Bayesian models without specifying the model space: A decision-theoretic semantics for possibility theory	4
Weightedness measures from inequality systems	4
AMG-DTRS: Adaptive multi-granulation decision-theoretic rough sets	4
Toward credible belief base revision	4