International Journal of Approximate Reasoning

Article	Citations
Towards machine learning as AGM-style belief change	133
A fuzzy content-based group recommender system with dynamic selection of the aggregation functions	111
How artificial intelligence leads to knowledge why: An inquiry inspired by Aristotle’s Posterior Analytics	100
Nonlinear desirability theory	92
Morpho-logic from a topos perspective – application to symbolic AI	66
Sensitivity analysis to unobserved confounding with copula-based normalizing flows	60
Preservation of properties of residuated algebraic structure by structures for the partial fuzzy set theory	60
Fuzzy time series analysis: Expanding the scope with fuzzy numbers	45
Tuning fuzzy SPARQL queries	42
Prospect utility with hyperbolic tangent function	37
Distributed fusion-based algorithms for learning high-dimensional Bayesian Networks: Testing ring and star topologies	34
Being Bayesian about learning Gaussian Bayesian networks from incomplete data	34
Cost-sensitive sequential three-way decision for information system with fuzzy decision	33
A gradient method for inconsistency reduction of pairwise comparisons matrices	32
Continuity and additivity properties of information decompositions	32
Attribute reduction for heterogeneous data based on monotonic relative neighborhood granularity	31
Attribute reduction based on fusion information entropy	31
How to describe the spatial near-far relations among concepts?	30
Attribute reduction method based on fuzzy relational equations and inequalities	27
Game-theoretic multi-granularity consensus adjustment for social network group decision-making	26
Deep evidential fusion network for medical image classification	24
Decision with belief functions and generalized independence: Two impossibility theorems	24
Identifying total causal effects in linear models under partial homoscedasticity	24
Three-way concept lattice from adjunctive positive and negative concepts	24
An exploration of weak Heyting algebras: Characterization and properties	24

Parameterized maximum-entropy-based three-way approximate attribute reduction	24
Quantified neural Markov logic networks	24
Enumerating Jointly Reverse Lectic Orders for Bi-Adjacency Matrices	24
New paraconsistent modal logics based on rough modus ponens rules and their interrelations	24
Chain graph structure learning based on minimal c-separation trees	24
Rule acquisition in generalized multi-scale information systems with multi-scale decisions	24
Generalized decision directed acyclic graphs for classification tasks	23
A novel multi-label feature selection method based on conditional entropy and its acceleration mechanism	23
Induction of interval shadowed sets from the perspective of maintaining fuzziness	23
The uncertain ordered weighted averaging adequacy coefficient operator	23
Three-way decisions with evaluative linguistic expressions	23
Parallel attribute reduction algorithm based on simplified neighborhood matrix with Apache Spark	22
Attribute combination reduction in formal concept analysis: A theoretical characterization	22
Cautious classifier ensembles for set-valued decision-making	22
Multi-label feature selection based on fuzzy rough sets with metric learning and label enhancement	22
Belief rule learning and reasoning for classification based on fuzzy belief decision tree	20
Rough sets, modal logic and approximate reasoning	20
Data complexity: An FCA-based approach	20
Learning decision catalogues for situated decision making: The case of scoring systems	20
Divide and conquer for causal computation	20
An inferential model-based method for testing homogeneity of several variances against tree-ordered alternatives	20
Editorial Board	19
Editorial Board	19
Adding imprecision to hypotheses: A Bayesian framework for testing practical significance in nonparametric settings	19
Editorial Board	19
Inner and outer characterization of the projection of polynomial equations using symmetries, quotients and intervals	18
Editorial Board	18
Editorial Board	18
On the failings of Shapley values for explainability	18
Cauchy-Schwarz inequalities from the viewpoint of lower and upper previsions	17
A bipolar three-way decision model and its application in analyzing incomplete data	17
Achieving threshold consistency in three-way group decision using optimization methodology and expert-weight-updating-strategy	17
A three-way decision approach for dynamically expandable networks	17
Argument strength in probabilistic argumentation based on defeasible rules	17
Nonlinear desirability as a linear classification problem	16
On the derivation of weights from incomplete pairwise comparisons matrices via spanning trees with crisp and fuzzy confidence levels	16
Qualitative capacities: Basic notions and potential applications	15
Uncertainty propagation in stereo matching using copulas	15
A probabilistic analysis of selected notions of iterated conditioning under coherence	15
On computing probabilistic abductive explanations	14
Editorial Board	14
Multigranulation fuzzy probabilistic rough set model on two universes	14
Hierarchical variable clustering based on the predictive strength between random vectors	14
On A	13
Consequences of the minimum specificity principle on conditioning and on independence in possibility theory	13
New results of (U,N)-implications satisfying I(r,I(s,t))=I(I(r,s),I(r,t))	13
Learning Horn envelopes via queries from language models	13
Processing distortion models: A comparative study	13
Interval-dismantling for lattices	12
Verified propagation of imprecise probabilities in non-linear ODEs	12

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]	12
On the distributivity for the ordinal sums of implications over t-norms and t-conorms	12
ω-IvE methodology: Admissible interleaving entropy methods applied to video streaming traffic classification	12
Multidimensional fuzzy sets: Negations and an algorithm for multi-attribute group decision making	12
Triple perturbed consistent matrix and the efficiency of its principal right eigenvector	11
Lattices of integer partitions are almost subdirectly indecomposable	11
On the enumeration of non-dominated matroids with imprecise weights	11
Information fusion based conflict analysis model for multi-source fuzzy data	11
Pairwise comparison matrices with uniformly ordered efficient vectors	11
A similarity degree-based three-way decision method with application to mine potential evaluation	11
The language of Contextual Attribute Logics – Introduction and survey	11
Fuzzy neighborhood components analysis: Supervised dimensionality reduction under uncertain labels	11
Projectivity and unification in substructural logics of generalized rotations	11
Predicting graphical models based on functional data	11
Neighborhood margin rough set: Self-tuning neighborhood threshold	11
Interval -Sheffer strokes and interval fuzzy Sheffer strokes endowed with admissible orders	11
Cut-elimination theorems for some logics associated with double Stone algebras	11
Identifying arguments within a text: Categorizing errors and their impact in arguments' relation prediction	11
Powerset operators induced by fuzzy relations as a basis for fuzzification of various mathematical structures	10
On the logic of theory change iteration of KM-update	10
Stochastically ordered aggregation operators	10
A dissection of the monotonicity property of binary operations from a dominance point of view	10
Editorial Board	10
Fuzzy rough unlearning model for feature selection	10
Fuzzy object-induced network three-way concept lattice and its attribute reduction	10
On residual implications derived from 2-uninorms	9
Optimizing connectivity in fuzzy graphs for resilient disaster response networks	9
Hierarchical neighborhood entropy based multi-granularity attribute reduction with application to gene prioritization	9
Unimodular triangulations in Łukasiewicz logic: Complexity bounds of probabilistic coherence	9
An updated method of granular reduct based on cognitive operators in formal contexts	9
Multiindistinguishability operators	9
Graded hexagon of opposition in fuzzy natural logic with new intermediate quantifiers	9
Entropy for evaluation of Dempster-Shafer belief function models	9
Characterizations for union and intersection on non-normal membership functions of type-2 fuzzy sets	9
Online event recognition over noisy data streams	8
Incremental cognitive learning approach based on concept reduction	8
Physics-informed learning under epistemic uncertainty with an application to system health modeling	8
Attribute granulation in fuzzy formal contexts based on L-fuzzy concepts	8
ClusterLP: A novel Cluster-aware Link Prediction model in undirected and directed graphs	8
Normal cones corresponding to credal sets of lower probabilities	8
Outlier detection in mixed-attribute data: A semi-supervised approach with fuzzy approximations and relative entropy	8
Measuring effectiveness of movement-based three-way decision using fuzzy Markov model	8
FCPCA: Fuzzy clustering of high-dimensional time series based on common principal component analysis	8
Nature of decision valuations in elimination of redundant attributes	8
Dynamic collective argumentation: Constructing the revision and contraction operators	8
Contribution functions for quantitative bipolar argumentation graphs: A principle-based analysis	8
Editorial Board	8
Fast and robust clustering of general-shaped structures with tk-merge	8
Fuzzy implications-based transformation approaches from semi-three-way decision spaces to three-way decision spaces and their applications	8
Multi-dimensional Bayesian network classifiers for partial label ranking	8
Granular fuzzy sets and three-way approximations of fuzzy sets	8
On Fast arc-reversal	8
Case-based prediction – A survey	8
Inversion of Bayesian networks	8
Trustworthiness preservation by copies of machine learning systems	7
A novel interval-valued data driven type-2 possibilistic local information c-means clustering for land cover classification	7
Further studies on abstract rough inclusion properties	7
Learning and total evidence with imprecise probabilities	7
An answer set programming-based implementation of epistemic probabilistic event calculus	7
Cauchy Graph Convolutional Networks	7
About twenty-five naughty entropies in belief function theory: Do they measure informativeness?	7
Multi-label feature selection based on adaptive label enhancement and class-imbalance-aware fuzzy information entropy	7
Exact likelihood-based evidential prediction of an ordinal variable	7
A robust multi-label feature selection based on label significance and fuzzy entropy	7
Editorial Board	7
Editorial Board	7
Multi-label learning via minimax probability machine	7
Fuzzy sequential three-way multi-scale attribute decision-making method based on individual risk attitude and multi classification features	7
The Twelfth International Symposium on Imprecise Probabilities: Theories and Applications (ISIPTA-21)	7
Novel optimistic and pessimistic family of OWA operator with constant orness	7
Random sets, copulas and related sets of probability measures	7
Evidential time-to-event prediction with calibrated uncertainty quantification	7
Coherent conditional previsions with respect to inner and outer Hausdorff measures to represent conscious and unconscious human brain activity	7
Three-way approximation of decision granules based on the rough set approach	7
Independent natural extension for choice functions	7
Update of optimal scale in dynamic multi-scale decision information systems	7
Attribute reduction based on weighted neighborhood constrained fuzzy rough sets induced by grouping functions	7
A preferential interpretation of MultiLayer Perceptrons in a conditional logic with typicality	7
Incremental reduction methods based on granular ball neighborhood rough sets and attribute grouping	7
A three-way clustering approach using image enhancement operations	7

On admissibility in post-hoc hypothesis testing	7
Logics for the new AI spring 2	7
An extension of overlap functions on convolution lattices	7
Probability filters and desirable gambles	6
Editorial Board	6
Unsupervised sentiment detection with mixtures of Beta-Liouville Multinomial distributions	6
How to choose a completion method for pairwise comparison matrices with missing entries: An axiomatic result	6
Optimization problems with evidential linear objective	6
Editorial of the special issue “Synergies Between Machine Learning and Reasoning”	6
Choquet-based fuzzy rough sets	6
Topological reduction approaches for relation decision systems	6
A novel three-way based self-adaptive filtering model for sentiment analysis	6
Three types of internal conflict and its measurement in Dempster-Shafer theory	6
Editorial Board	6
Editorial Board	6
Ergodic theorems for dynamic imprecise probability kinematics	6
Optimal transport and variational Bayesian inference	6
New results on convergence in distribution of fuzzy random variables	6
Spatial-temporal single object tracking with three-way decision theory	6
Explaining answers generated by knowledge graph embeddings	6
Neighborhood relation-based variable precision multigranulation Pythagorean fuzzy rough set approach for multi-attribute group decision making	6
Coherence and avoidance of sure loss for standardized functions and semicopulas	6
Evaluating the effects of uncertainty in interval pairwise comparison matrices	6
Estimating the coverage measure and the area explored by a line-sweep sensor on the plane	6
Editorial Board	6
Some notes on possibilistic randomisation with t-norm based joint distributions in strategic-form games	6
The possibilistic horn non-clausal knowledge bases	6
Special issue on the Twelfth International Conference on Probabilistic Graphical Models (PGM 2024)	6
Enriching interactive explanations with fuzzy temporal constraint networks	6
Existence of optimal strategies in bimatrix game and applications	6
On exact regions between measures of concordance and Chatterjee’s rank correlation for lower semilinear copulas	6
Attribute reduction with fuzzy divergence-based weighted neighborhood rough sets	6
An auto-weighted enhanced horizontal collaborative fuzzy clustering algorithm with knowledge adaption mechanism	6
Generalized conjunction and disjunction of two conditional events in the setting of conditional random quantities	6