International Journal of Approximate Reasoning

Article	Citations
Continuity and additivity properties of information decompositions	68
A decomposition-based algorithm for learning the structure of multivariate regression chain graphs	67
Preservation of properties of residuated algebraic structure by structures for the partial fuzzy set theory	58
How to describe the spatial near-far relations among concepts?	55
Tuning fuzzy SPARQL queries	53
Parameterized maximum-entropy-based three-way approximate attribute reduction	51
One-dimensional game-theoretic differential equations	49
Morpho-logic from a topos perspective – application to symbolic AI	49
Attribute reduction method based on fuzzy relational equations and inequalities	47
Being Bayesian about learning Gaussian Bayesian networks from incomplete data	45
A fuzzy content-based group recommender system with dynamic selection of the aggregation functions	43
Attribute reduction for heterogeneous data based on monotonic relative neighborhood granularity	39
Distributed fusion-based algorithms for learning high-dimensional Bayesian Networks: Testing ring and star topologies	39
Deep evidential fusion network for medical image classification	38
Nonlinear desirability theory	38
Attribute reduction based on fusion information entropy	38
Interval-valued kriging for geostatistical mapping with imprecise inputs	38
Fuzzy time series analysis: Expanding the scope with fuzzy numbers	37
A gradient method for inconsistency reduction of pairwise comparisons matrices	35
Cost-sensitive sequential three-way decision for information system with fuzzy decision	34
Information efficient learning of complexly structured preferences: Elicitation procedures and their application to decision making under uncertainty	33
Cautious classifier ensembles for set-valued decision-making	32
Induction of interval shadowed sets from the perspective of maintaining fuzziness	32
Analysis and enhanced prediction of the Spanish Electricity Network through Big Data and Machine Learning techniques	31
Generalized decision directed acyclic graphs for classification tasks	28

Quantified neural Markov logic networks	28
Three-way concept lattice from adjunctive positive and negative concepts	26
Multi-attribute three-way decisions based on ideal solutions under interval-valued intuitionistic fuzzy environment	26
Rule acquisition in generalized multi-scale information systems with multi-scale decisions	26
Learning decision catalogues for situated decision making: The case of scoring systems	26
Chain graph structure learning based on minimal c-separation trees	25
Belief rule learning and reasoning for classification based on fuzzy belief decision tree	25
Decision with belief functions and generalized independence: Two impossibility theorems	25
Multi-label feature selection based on fuzzy rough sets with metric learning and label enhancement	24
An exploration of weak Heyting algebras: Characterization and properties	24
Granular rough sets and granular shadowed sets: Three-way approximations in Pawlak approximation spaces	24
Symbols-Meaning-Value (SMV) space as a basis for a conceptual model of data science	24
Three-way decisions with evaluative linguistic expressions	24
Data complexity: An FCA-based approach	24
The uncertain ordered weighted averaging adequacy coefficient operator	24
Hierarchical variable clustering based on the predictive strength between random vectors	23
Rough sets, modal logic and approximate reasoning	23
Argument strength in probabilistic argumentation based on defeasible rules	22
On the derivation of weights from incomplete pairwise comparisons matrices via spanning trees with crisp and fuzzy confidence levels	21
On the classification of financial data with domain agnostic features	21
On computing probabilistic abductive explanations	21
Editorial Board	20
Achieving threshold consistency in three-way group decision using optimization methodology and expert-weight-updating-strategy	20
Editorial Board	20
Editorial Board	20
Uncertainty propagation in stereo matching using copulas	20
Inner and outer characterization of the projection of polynomial equations using symmetries, quotients and intervals	20
A three-way decision approach for dynamically expandable networks	19
Adding imprecision to hypotheses: A Bayesian framework for testing practical significance in nonparametric settings	19
A bipolar three-way decision model and its application in analyzing incomplete data	19
Multigranulation fuzzy probabilistic rough set model on two universes	18
An inferential model-based method for testing homogeneity of several variances against tree-ordered alternatives	18
Editorial Board	18
A probabilistic analysis of selected notions of iterated conditioning under coherence	18
Nonlinear desirability as a linear classification problem	18
Editorial Board	17
Qualitative capacities: Basic notions and potential applications	17
On the failings of Shapley values for explainability	17
Processing distortion models: A comparative study	17
Interval-dismantling for lattices	17
Editorial Board	17
Consequences of the minimum specificity principle on conditioning and on independence in possibility theory	17
Special issue on Reasoning under Partial Knowledge	16
Learning Horn envelopes via queries from language models	16
Editorial Board	16
N-vertical generated implications and their distributivities over t-norms and t-conorms	16
Identifying arguments within a text: Categorizing errors and their impact in arguments' relation prediction	15
New results of (U,N)-implications satisfying I(r,I(s,t))=I(I(r,s),I(r,t))	15
Neighborhood margin rough set: Self-tuning neighborhood threshold	14
Computing with confidence	14

Attributes reduction algorithms for m-polar fuzzy relation decision systems	14
On the distributivity for the ordinal sums of implications over t-norms and t-conorms	14
Verified propagation of imprecise probabilities in non-linear ODEs	14
A novel granular computing model based on three-way decision	14
Interval -Sheffer strokes and interval fuzzy Sheffer strokes endowed with admissible orders	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
Triple perturbed consistent matrix and the efficiency of its principal right eigenvector	14
Multidimensional fuzzy sets: Negations and an algorithm for multi-attribute group decision making	14
Projectivity and unification in substructural logics of generalized rotations	13
Fuzzy rough unlearning model for feature selection	13
Powerset operators induced by fuzzy relations as a basis for fuzzification of various mathematical structures	13
Residuated implications derived from quasi-overlap functions on lattices	13
On the logic of theory change iteration of KM-update	13
A novel kernelized total Bregman divergence-based fuzzy clustering with local information for image segmentation	13
ω-IvE methodology: Admissible interleaving entropy methods applied to video streaming traffic classification	13
On the enumeration of non-dominated matroids with imprecise weights	13
Pairwise comparison matrices with uniformly ordered efficient vectors	13
Stochastically ordered aggregation operators	13
On residual implications derived from 2-uninorms	12
A dissection of the monotonicity property of binary operations from a dominance point of view	12
Fast semi-supervised evidential clustering	12
Entropy for evaluation of Dempster-Shafer belief function models	12
An updated method of granular reduct based on cognitive operators in formal contexts	12
Efficient vectors for simple perturbed consistent matrices	12
Hierarchical neighborhood entropy based multi-granularity attribute reduction with application to gene prioritization	12
An improved three-way decision model based on prospect theory	12
Fuzzy object-induced network three-way concept lattice and its attribute reduction	12
Nature of decision valuations in elimination of redundant attributes	11
Fast and robust clustering of general-shaped structures with tk-merge	11
Hierarchical sequential three-way decision model	11
Online event recognition over noisy data streams	11
Fuzzy implications-based transformation approaches from semi-three-way decision spaces to three-way decision spaces and their applications	11
Multi-dimensional Bayesian network classifiers for partial label ranking	11
Granular fuzzy sets and three-way approximations of fuzzy sets	11
Physics-informed learning under epistemic uncertainty with an application to system health modeling	11
Outlier detection in mixed-attribute data: A semi-supervised approach with fuzzy approximations and relative entropy	10
ClusterLP: A novel Cluster-aware Link Prediction model in undirected and directed graphs	10
A retrospective on Isaac Levi: June 30, 1930 – December 25, 2018	10
Inversion of Bayesian networks	10
Three-way recommendation model based on shadowed set with uncertainty invariance	10
Dynamic collective argumentation: Constructing the revision and contraction operators	10
Contribution functions for quantitative bipolar argumentation graphs: A principle-based analysis	10
Distributivity between uni-nullnorms and Mayor's aggregation operators	10
Incremental cognitive learning approach based on concept reduction	10
Measuring effectiveness of movement-based three-way decision using fuzzy Markov model	10
Editorial Board	10
Normal cones corresponding to credal sets of lower probabilities	10
Novel optimistic and pessimistic family of OWA operator with constant orness	9
A three-way clustering approach using image enhancement operations	9
Migrativity properties of uninorms over 2-uninorms	9
A robust support vector regression with exact predictors and fuzzy responses	9
Attribute granulation in fuzzy formal contexts based on L-fuzzy concepts	9
Conditional distributivity equation of semi-uninorms over uninorms	9
Incremental fuzzy rough sets based feature subset selection using fuzzy min-max neural network preprocessing	9
Random sets, copulas and related sets of probability measures	9
Case-based prediction – A survey	9
Multi-label feature selection based on adaptive label enhancement and class-imbalance-aware fuzzy information entropy	9
On topologies defined by neighbourhood operators of approximation spaces	8
LCM from FCA point of view: A CbO-style algorithm with speed-up features	8
The extended Recursive Noisy OR model: Static and dynamic considerations	8
The Twelfth International Symposium on Imprecise Probabilities: Theories and Applications (ISIPTA-21)	8
Editorial Board	8
A universal approach to imprecise probabilities in possibility theory	8
Attribute reduction based on weighted neighborhood constrained fuzzy rough sets induced by grouping functions	8
An answer set programming-based implementation of epistemic probabilistic event calculus	8
A preferential interpretation of MultiLayer Perceptrons in a conditional logic with typicality	8
Incremental reduction methods based on granular ball neighborhood rough sets and attribute grouping	8
Multi-label learning via minimax probability machine	8
An extension of overlap functions on convolution lattices	7
Coherence and avoidance of sure loss for standardized functions and semicopulas	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
Further studies on abstract rough inclusion properties	7
Coherent conditional previsions with respect to inner and outer Hausdorff measures to represent conscious and unconscious human brain activity	7
Topological reduction approaches for relation decision systems	7
Independent natural extension for choice functions	7
Rule extraction based on linguistic-valued intuitionistic fuzzy layered concept lattice	7
Explaining answers generated by knowledge graph embeddings	7
Editorial Board	7
Evaluating the effects of uncertainty in interval pairwise comparison matrices	7

Rough set-based feature selection for weakly labeled data	6
Editorial Board	6
Lymphoma segmentation from 3D PET-CT images using a deep evidential network	6
Some notes on possibilistic randomisation with t-norm based joint distributions in strategic-form games	6
Update of optimal scale in dynamic multi-scale decision information systems	6
Lattice-valued tree pushdown automata: Pumping lemma and closure properties	6
Three-way approximation of decision granules based on the rough set approach	6
Editorial Board	6
Estimating the coverage measure and the area explored by a line-sweep sensor on the plane	6
Attribute reduction with fuzzy divergence-based weighted neighborhood rough sets	6
Dynamic panel fuzzy time series model and its application to econometric time series	6
Pseudo-Kleene algebras determined by rough sets	6
A distributional framework for evaluation, comparison and uncertainty quantification in soft clustering	6
New results on convergence in distribution of fuzzy random variables	6
On the distributivity of fuzzy implications and the weighted S-implications	6
Optimization problems with evidential linear objective	6
Neighborhood relation-based variable precision multigranulation Pythagorean fuzzy rough set approach for multi-attribute group decision making	6
A test to compare interval time series	6
Learning and total evidence with imprecise probabilities	6
Editorial of the special issue “Synergies Between Machine Learning and Reasoning”	6
Optimal transport and variational Bayesian inference	6
Existence of optimal strategies in bimatrix game and applications	6
A robust multi-label feature selection based on label significance and fuzzy entropy	6
Editorial Board	6
A novel interval-valued data driven type-2 possibilistic local information c-means clustering for land cover classification	6
Editorial Board	6
Choquet-based fuzzy rough sets	6