International Journal of Approximate Reasoning

Article	Citations
Towards machine learning as AGM-style belief change	150
Morpho-logic from a topos perspective – application to symbolic AI	116
Preservation of properties of residuated algebraic structure by structures for the partial fuzzy set theory	114
Sensitivity analysis to unobserved confounding with copula-based normalizing flows	94
Fuzzy time series analysis: Expanding the scope with fuzzy numbers	68
Prospect utility with hyperbolic tangent function	63
How to describe the spatial near-far relations among concepts?	61
Attribute reduction method based on fuzzy relational equations and inequalities	42
Game-theoretic multi-granularity consensus adjustment for social network group decision-making	37
Distributed fusion-based algorithms for learning high-dimensional Bayesian Networks: Testing ring and star topologies	35
Cost-sensitive sequential three-way decision for information system with fuzzy decision	34
A gradient method for inconsistency reduction of pairwise comparisons matrices	34
Attribute reduction based on fusion information entropy	34
A fuzzy content-based group recommender system with dynamic selection of the aggregation functions	32
Tuning fuzzy SPARQL queries	31
Parameterized maximum-entropy-based three-way approximate attribute reduction	31
Nonlinear desirability theory	29
Attribute reduction for heterogeneous data based on monotonic relative neighborhood granularity	28
How artificial intelligence leads to knowledge why: An inquiry inspired by Aristotle’s Posterior Analytics	26
Being Bayesian about learning Gaussian Bayesian networks from incomplete data	26
Continuity and additivity properties of information decompositions	26
Deep evidential fusion network for medical image classification	26
An exploration of weak Heyting algebras: Characterization and properties	26
Decision with belief functions and generalized independence: Two impossibility theorems	25
New paraconsistent modal logics based on rough modus ponens rules and their interrelations	25

Three-way concept lattice from adjunctive positive and negative concepts	25
Three-way decisions with evaluative linguistic expressions	24
Identifying total causal effects in linear models under partial homoscedasticity	24
The uncertain ordered weighted averaging adequacy coefficient operator	24
Chain graph structure learning based on minimal c-separation trees	24
Quantified neural Markov logic networks	24
Induction of interval shadowed sets from the perspective of maintaining fuzziness	23
Generalized decision directed acyclic graphs for classification tasks	23
Multi-label feature selection based on fuzzy rough sets with metric learning and label enhancement	23
Cautious classifier ensembles for set-valued decision-making	22
Parallel attribute reduction algorithm based on simplified neighborhood matrix with Apache Spark	22
Divide and conquer for causal computation	21
Data complexity: An FCA-based approach	21
Belief rule learning and reasoning for classification based on fuzzy belief decision tree	21
Learning decision catalogues for situated decision making: The case of scoring systems	21
Rule acquisition in generalized multi-scale information systems with multi-scale decisions	21
A novel multi-label feature selection method based on conditional entropy and its acceleration mechanism	20
An inferential model-based method for testing homogeneity of several variances against tree-ordered alternatives	20
A bipolar three-way decision model and its application in analyzing incomplete data	20
Attribute combination reduction in formal concept analysis: A theoretical characterization	20
Editorial Board	19
Editorial Board	19
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
Editorial Board	18
Editorial Board	18
Editorial Board	18
Nonlinear desirability as a linear classification problem	17
Achieving threshold consistency in three-way group decision using optimization methodology and expert-weight-updating-strategy	17
On the derivation of weights from incomplete pairwise comparisons matrices via spanning trees with crisp and fuzzy confidence levels	17
Cauchy-Schwarz inequalities from the viewpoint of lower and upper previsions	17
A three-way decision approach for dynamically expandable networks	17
A probabilistic analysis of selected notions of iterated conditioning under coherence	16
Uncertainty propagation in stereo matching using copulas	15
On the failings of Shapley values for explainability	15
Rough sets, modal logic and approximate reasoning	15
Qualitative capacities: Basic notions and potential applications	15
On computing probabilistic abductive explanations	15
Hierarchical variable clustering based on the predictive strength between random vectors	15
New results of (U,N)-implications satisfying I(r,I(s,t))=I(I(r,s),I(r,t))	14
Selected papers from the Third International Joint Conference on Conceptual Knowledge Structures	14
Learning Horn envelopes via queries from language models	14
Interval-dismantling for lattices	13
ω-IvE methodology: Admissible interleaving entropy methods applied to video streaming traffic classification	13
Consequences of the minimum specificity principle on conditioning and on independence in possibility theory	13
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]	13
Interval -Sheffer strokes and interval fuzzy Sheffer strokes endowed with admissible orders	12
A similarity degree-based three-way decision method with application to mine potential evaluation	12
Identifying arguments within a text: Categorizing errors and their impact in arguments' relation prediction	12
On the distributivity for the ordinal sums of implications over t-norms and t-conorms	12

Predicting graphical models based on functional data	12
The language of Contextual Attribute Logics – Introduction and survey	12
Triple perturbed consistent matrix and the efficiency of its principal right eigenvector	12
Information fusion based conflict analysis model for multi-source fuzzy data	11
Multidimensional fuzzy sets: Negations and an algorithm for multi-attribute group decision making	11
On the enumeration of non-dominated matroids with imprecise weights	11
Cut-elimination theorems for some logics associated with double Stone algebras	11
Editorial Board	11
Verified propagation of imprecise probabilities in non-linear ODEs	11
On A-Sheffer strokes: A new class of cone-monotone functions and their ordinal sum constructions	11
Stochastically ordered aggregation operators	11
Pairwise comparison matrices with uniformly ordered efficient vectors	11
Fuzzy neighborhood components analysis: Supervised dimensionality reduction under uncertain labels	11
Systems of fuzzy relational equations in the general lattice-valued case	11
Neighborhood margin rough set: Self-tuning neighborhood threshold	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
Unimodular triangulations in Łukasiewicz logic: Complexity bounds of probabilistic coherence	10
On residual implications derived from 2-uninorms	10
Projectivity and unification in substructural logics of generalized rotations	10
Graded hexagon of opposition in fuzzy natural logic with new intermediate quantifiers	10
An updated method of granular reduct based on cognitive operators in formal contexts	10
A dissection of the monotonicity property of binary operations from a dominance point of view	10
Entropy for evaluation of Dempster-Shafer belief function models	10
On the logic of theory change iteration of KM-update	10
Powerset operators induced by fuzzy relations as a basis for fuzzification of various mathematical structures	10
Evaluating the quality of the quantified uncertainty for (Re)calibration of data-driven regression models	9
Online event recognition over noisy data streams	9
Fast and robust clustering of general-shaped structures with tk-merge	9
FCPCA: Fuzzy clustering of high-dimensional time series based on common principal component analysis	9
Characterizations for union and intersection on non-normal membership functions of type-2 fuzzy sets	9
Fuzzy rough unlearning model for feature selection	9
Optimizing connectivity in fuzzy graphs for resilient disaster response networks	9
Physics-informed learning under epistemic uncertainty with an application to system health modeling	9
Granular fuzzy sets and three-way approximations of fuzzy sets	9
Measuring effectiveness of movement-based three-way decision using fuzzy Markov model	9
Incremental cognitive learning approach based on concept reduction	9
Nature of decision valuations in elimination of redundant attributes	9
Multiindistinguishability operators	9
Fuzzy implications-based transformation approaches from semi-three-way decision spaces to three-way decision spaces and their applications	9
Multi-dimensional Bayesian network classifiers for partial label ranking	9
Outlier detection in mixed-attribute data: A semi-supervised approach with fuzzy approximations and relative entropy	9
On admissibility in post-hoc hypothesis testing	8
Dynamic collective argumentation: Constructing the revision and contraction operators	8
Contribution functions for quantitative bipolar argumentation graphs: A principle-based analysis	8
Incremental reduction methods based on granular ball neighborhood rough sets and attribute grouping	8
Coherent conditional previsions with respect to inner and outer Hausdorff measures to represent conscious and unconscious human brain activity	8
Multi-label feature selection based on adaptive label enhancement and class-imbalance-aware fuzzy information entropy	8
ClusterLP: A novel Cluster-aware Link Prediction model in undirected and directed graphs	8
Inversion of Bayesian networks	8
Editorial Board	8
A three-way clustering approach using image enhancement operations	8
A preferential interpretation of MultiLayer Perceptrons in a conditional logic with typicality	8
Evidential time-to-event prediction with calibrated uncertainty quantification	8
Exact likelihood-based evidential prediction of an ordinal variable	8
Normal cones corresponding to credal sets of lower probabilities	8
Attribute granulation in fuzzy formal contexts based on L-fuzzy concepts	8
Random sets, copulas and related sets of probability measures	8
Novel optimistic and pessimistic family of OWA operator with constant orness	8
The Twelfth International Symposium on Imprecise Probabilities: Theories and Applications (ISIPTA-21)	8
Case-based prediction – A survey	8
On Fast arc-reversal	8
Attribute reduction with fuzzy divergence-based weighted neighborhood rough sets	7
Attribute reduction based on weighted neighborhood constrained fuzzy rough sets induced by grouping functions	7
Logics for the new AI spring 2	7
Learning and total evidence with imprecise probabilities	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
Coherence and avoidance of sure loss for standardized functions and semicopulas	7
On exact regions between measures of concordance and Chatterjee’s rank correlation for lower semilinear copulas	7
A robust multi-label feature selection based on label significance and fuzzy entropy	7
Editorial Board	7
Update of optimal scale in dynamic multi-scale decision information systems	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
An answer set programming-based implementation of epistemic probabilistic event calculus	7
Independent natural extension for choice functions	7
A novel three-way based self-adaptive filtering model for sentiment analysis	7
Topological reduction approaches for relation decision systems	7
Neighborhood relation-based variable precision multigranulation Pythagorean fuzzy rough set approach for multi-attribute group decision making	7

Explaining answers generated by knowledge graph embeddings	7
Further studies on abstract rough inclusion properties	7
About twenty-five naughty entropies in belief function theory: Do they measure informativeness?	7
Cauchy Graph Convolutional Networks	7
Editorial Board	7
Estimating the coverage measure and the area explored by a line-sweep sensor on the plane	7
An auto-weighted enhanced horizontal collaborative fuzzy clustering algorithm with knowledge adaption mechanism	7
Three-way approximation of decision granules based on the rough set approach	7
Trustworthiness preservation by copies of machine learning systems	7
Probability filters and desirable gambles	6
Optimal transport and variational Bayesian inference	6
Reductions of concept lattices based on Boolean formal contexts	6
Editorial of the special issue “Synergies Between Machine Learning and Reasoning”	6
Three types of internal conflict and its measurement in Dempster-Shafer theory	6
Editorial Board	6
Optimization problems with evidential linear objective	6
How to choose a completion method for pairwise comparison matrices with missing entries: An axiomatic result	6
A distributional framework for evaluation, comparison and uncertainty quantification in soft clustering	6
Wavelet-based fuzzy clustering of interval time series	6
Editorial Board	6
Special issue on the Twelfth International Conference on Probabilistic Graphical Models (PGM 2024)	6
Pseudo-Kleene algebras determined by rough sets	6
Generalized conjunction and disjunction of two conditional events in the setting of conditional random quantities	6
Spatial-temporal single object tracking with three-way decision theory	6
A Survey on Causal Discovery: Theory and Practice	6
Editorial Board	6
Multigranular rough set model based on robust intuitionistic fuzzy covering with application to feature selection	6
Editorial Board	6
A novel three-way decision model with DEA method	6
Some notes on possibilistic randomisation with t-norm based joint distributions in strategic-form games	6
Enriching interactive explanations with fuzzy temporal constraint networks	6
New results on convergence in distribution of fuzzy random variables	6
Unsupervised sentiment detection with mixtures of Beta-Liouville Multinomial distributions	6
Existence of optimal strategies in bimatrix game and applications	6
Ergodic theorems for dynamic imprecise probability kinematics	6
Editorial Board	6
The possibilistic horn non-clausal knowledge bases	6
Iterative algorithms for solving one-sided partially observable stochastic shortest path games	6
Lymphoma segmentation from 3D PET-CT images using a deep evidential network	6