International Journal of Approximate Reasoning

Article	Citations
Tuning fuzzy SPARQL queries	94
Nonlinear desirability theory	88
How to describe the spatial near-far relations among concepts?	84
One-dimensional game-theoretic differential equations	74
Morpho-logic from a topos perspective – application to symbolic AI	67
Preservation of properties of residuated algebraic structure by structures for the partial fuzzy set theory	62
Sensitivity analysis to unobserved confounding with copula-based normalizing flows	59
Fuzzy time series analysis: Expanding the scope with fuzzy numbers	55
Continuity and additivity properties of information decompositions	52
Prospect utility with hyperbolic tangent function	51
Towards machine learning as AGM-style belief change	45
A gradient method for inconsistency reduction of pairwise comparisons matrices	44
Distributed fusion-based algorithms for learning high-dimensional Bayesian Networks: Testing ring and star topologies	43
Cost-sensitive sequential three-way decision for information system with fuzzy decision	42
Interval-valued kriging for geostatistical mapping with imprecise inputs	40
Parameterized maximum-entropy-based three-way approximate attribute reduction	40
Attribute reduction based on fusion information entropy	39
How Artificial Intelligence Leads to Knowledge Why: An Inquiry Inspired by Aristotle’s Posterior Analytics	38
Being Bayesian about learning Gaussian Bayesian networks from incomplete data	36
Deep evidential fusion network for medical image classification	33
A fuzzy content-based group recommender system with dynamic selection of the aggregation functions	31
Attribute reduction method based on fuzzy relational equations and inequalities	30
Attribute reduction for heterogeneous data based on monotonic relative neighborhood granularity	29
Cautious classifier ensembles for set-valued decision-making	29
An exploration of weak Heyting algebras: Characterization and properties	28

Three-way concept lattice from adjunctive positive and negative concepts	27
Decision with belief functions and generalized independence: Two impossibility theorems	27
Quantified neural Markov logic networks	26
Identifying total causal effects in linear models under partial homoscedasticity	26
Divide and conquer for causal computation	26
Chain graph structure learning based on minimal c-separation trees	26
Learning decision catalogues for situated decision making: The case of scoring systems	26
Attribute combination reduction in formal concept analysis: A theoretical characterization	26
The uncertain ordered weighted averaging adequacy coefficient operator	26
Generalized decision directed acyclic graphs for classification tasks	25
Symbols-Meaning-Value (SMV) space as a basis for a conceptual model of data science	25
Information efficient learning of complexly structured preferences: Elicitation procedures and their application to decision making under uncertainty	25
Data complexity: An FCA-based approach	24
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
Multi-label feature selection based on fuzzy rough sets with metric learning and label enhancement	22
Granular rough sets and granular shadowed sets: Three-way approximations in Pawlak approximation spaces	22
Rule acquisition in generalized multi-scale information systems with multi-scale decisions	22
Belief rule learning and reasoning for classification based on fuzzy belief decision tree	22
Rough sets, modal logic and approximate reasoning	20
Nonlinear desirability as a linear classification problem	20
Three-way decisions with evaluative linguistic expressions	20
Processing distortion models: A comparative study	20
Editorial Board	20
An inferential model-based method for testing homogeneity of several variances against tree-ordered alternatives	19
Editorial Board	19
Editorial Board	19
Qualitative capacities: Basic notions and potential applications	19
On the derivation of weights from incomplete pairwise comparisons matrices via spanning trees with crisp and fuzzy confidence levels	19
Editorial Board	19
Editorial Board	19
Multigranulation fuzzy probabilistic rough set model on two universes	19
Editorial Board	18
Adding imprecision to hypotheses: A Bayesian framework for testing practical significance in nonparametric settings	18
Achieving threshold consistency in three-way group decision using optimization methodology and expert-weight-updating-strategy	18
On computing probabilistic abductive explanations	18
A bipolar three-way decision model and its application in analyzing incomplete data	17
On the failings of Shapley values for explainability	17
Hierarchical variable clustering based on the predictive strength between random vectors	17
Argument strength in probabilistic argumentation based on defeasible rules	17
A three-way decision approach for dynamically expandable networks	17
Inner and outer characterization of the projection of polynomial equations using symmetries, quotients and intervals	16
A probabilistic analysis of selected notions of iterated conditioning under coherence	16
Uncertainty propagation in stereo matching using copulas	16
Verified propagation of imprecise probabilities in non-linear ODEs	15
Predicting graphical models based on functional data	15
Identifying arguments within a text: Categorizing errors and their impact in arguments' relation prediction	15
Consequences of the minimum specificity principle on conditioning and on independence in possibility theory	15
The language of Contextual Attribute Logics – Introduction and survey	15
Multidimensional fuzzy sets: Negations and an algorithm for multi-attribute group decision making	15

New results of (U,N)-implications satisfying I(r,I(s,t))=I(I(r,s),I(r,t))	15
Learning Horn envelopes via queries from language models	15
Neighborhood margin rough set: Self-tuning neighborhood threshold	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
Interval-dismantling for lattices	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
On the distributivity for the ordinal sums of implications over t-norms and t-conorms	14
Triple perturbed consistent matrix and the efficiency of its principal right eigenvector	14
Attributes reduction algorithms for m-polar fuzzy relation decision systems	14
Information fusion based conflict analysis model for multi-source fuzzy data	13
Graded hexagon of opposition in fuzzy natural logic with new intermediate quantifiers	13
Unimodular triangulations in Łukasiewicz logic: Complexity bounds of probabilistic coherence	13
An improved three-way decision model based on prospect theory	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
Fuzzy object-induced network three-way concept lattice and its attribute reduction	13
On residual implications derived from 2-uninorms	12
Projectivity and unification in substructural logics of generalized rotations	12
Stochastically ordered aggregation operators	12
Cut-elimination theorems for some logics associated with double Stone algebras	11
Hierarchical neighborhood entropy based multi-granularity attribute reduction with application to gene prioritization	11
Entropy for evaluation of Dempster-Shafer belief function models	11
Pairwise comparison matrices with uniformly ordered efficient vectors	11
A dissection of the monotonicity property of binary operations from a dominance point of view	11
Fuzzy rough unlearning model for feature selection	11
An updated method of granular reduct based on cognitive operators in formal contexts	11
Powerset operators induced by fuzzy relations as a basis for fuzzification of various mathematical structures	10
Hierarchical sequential three-way decision model	10
Multiindistinguishability operators	10
Efficient vectors for simple perturbed consistent matrices	10
Measuring effectiveness of movement-based three-way decision using fuzzy Markov model	10
FCPCA: Fuzzy clustering of high-dimensional time series based on common principal component analysis	10
On the logic of theory change iteration of KM-update	10
Outlier detection in mixed-attribute data: A semi-supervised approach with fuzzy approximations and relative entropy	10
Incremental cognitive learning approach based on concept reduction	10
Optimizing connectivity in fuzzy graphs for resilient disaster response networks	10
Nature of decision valuations in elimination of redundant attributes	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
Online event recognition over noisy data streams	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
Characterizations for union and intersection on non-normal membership functions of type-2 fuzzy sets	9
Multi-label feature selection based on adaptive label enhancement and class-imbalance-aware fuzzy information entropy	8
Contribution functions for quantitative bipolar argumentation graphs: A principle-based analysis	8
Migrativity properties of uninorms over 2-uninorms	8
Editorial Board	8
Random sets, copulas and related sets of probability measures	8
Fast and robust clustering of general-shaped structures with tk-merge	8
Conditional distributivity equation of semi-uninorms over uninorms	8
Attribute granulation in fuzzy formal contexts based on L-fuzzy concepts	8
Normal cones corresponding to credal sets of lower probabilities	8
Dynamic collective argumentation: Constructing the revision and contraction operators	8
Evidential time-to-event prediction with calibrated uncertainty quantification	8
Inversion of Bayesian networks	8
Distributivity between uni-nullnorms and Mayor's aggregation operators	8
Incremental fuzzy rough sets based feature subset selection using fuzzy min-max neural network preprocessing	7
LCM from FCA point of view: A CbO-style algorithm with speed-up features	7
A preferential interpretation of MultiLayer Perceptrons in a conditional logic with typicality	7
ClusterLP: A novel Cluster-aware Link Prediction model in undirected and directed graphs	7
An extension of overlap functions on convolution lattices	7
Fuzzy sequential three-way multi-scale attribute decision-making method based on individual risk attitude and multi classification features	7
Incremental reduction methods based on granular ball neighborhood rough sets and attribute grouping	7
Topological reduction approaches for relation decision systems	7
Estimating the coverage measure and the area explored by a line-sweep sensor on the plane	7
Further studies on abstract rough inclusion properties	7
The extended Recursive Noisy OR model: Static and dynamic considerations	7
An answer set programming-based implementation of epistemic probabilistic event calculus	7
Cauchy Graph Convolutional Networks	7
The Twelfth International Symposium on Imprecise Probabilities: Theories and Applications (ISIPTA-21)	7
Case-based prediction – A survey	7
Exact likelihood-based evidential prediction of an ordinal variable	7
On Fast arc-reversal	7
Independent natural extension for choice functions	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
Explaining answers generated by knowledge graph embeddings	7
Choquet-based fuzzy rough sets	7
Coherent conditional previsions with respect to inner and outer Hausdorff measures to represent conscious and unconscious human brain activity	7

Multi-label learning via minimax probability machine	7
Novel optimistic and pessimistic family of OWA operator with constant orness	7
A three-way clustering approach using image enhancement operations	7
Attribute reduction based on weighted neighborhood constrained fuzzy rough sets induced by grouping functions	7
About twenty-five naughty entropies in belief function theory: Do they measure informativeness?	7
Learning and total evidence with imprecise probabilities	7
A novel three-way based self-adaptive filtering model for sentiment analysis	7
Attribute reduction with fuzzy divergence-based weighted neighborhood rough sets	7
Ergodic theorems for dynamic imprecise probability kinematics	6
Optimal transport and variational Bayesian inference	6
Generalized conjunction and disjunction of two conditional events in the setting of conditional random quantities	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
Neighborhood relation-based variable precision multigranulation Pythagorean fuzzy rough set approach for multi-attribute group decision making	6
Editorial Board	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
Enriching interactive explanations with fuzzy temporal constraint networks	6
Editorial of the special issue “Synergies Between Machine Learning and Reasoning”	6
Update of optimal scale in dynamic multi-scale decision information systems	6
Coherence and avoidance of sure loss for standardized functions and semicopulas	6
How to choose a completion method for pairwise comparison matrices with missing entries: An axiomatic result	6
Three types of internal conflict and its measurement in Dempster-Shafer theory	6
Optimization problems with evidential linear objective	6
Lattice-valued tree pushdown automata: Pumping lemma and closure properties	6
“So much data. Who needs probability?” Have we been here before?	6
Editorial Board	6
A robust multi-label feature selection based on label significance and fuzzy entropy	6
Three-way approximation of decision granules based on the rough set approach	6
A distributional framework for evaluation, comparison and uncertainty quantification in soft clustering	6
Editorial Board	6
Editorial Board	6
Pseudo-Kleene algebras determined by rough sets	6
Motivating explanations in Bayesian networks using MAP-independence	5
Iterative algorithms for solving one-sided partially observable stochastic shortest path games	5
Typicality: A formal concept analysis account	5
Formal and cognitive reasoning	5
Efficient algorithms for Risk-Sensitive Markov Decision Processes with limited budget	5
Selfadhesivity in Gaussian conditional independence structures	5
A Survey on Causal Discovery: Theory and Practice	5
Reductions of concept lattices based on Boolean formal contexts	5
Editorial Board	5
Grounded semantics and principle-based analysis for incomplete argumentation frameworks	5
A general bi-clustering algorithm for object data with an application to the analysis of a Lombardy railway line	5
The modularity equation for semi-t-operators and T-uninorms	5
Modeling and updating uncertain evidence within belief function theory	5
A dialectical formalisation of preferred subtheories reasoning under resource bounds	5
An implementation of nonmonotonic reasoning with c-representations using an SMT solver	5
Dynamic concept reduction methods based on local information	5
On conditional probabilities and their canonical extensions to Boolean algebras of compound conditionals	5
Evidential prototype-based clustering based on transfer learning	5
Editorial Board	5
A novel three-way decision model with DEA method	5
Wavelet-based fuzzy clustering of interval time series	5
Spatial-temporal single object tracking with three-way decision theory	5
Semirings for probabilistic and neuro-symbolic logic programming	5
Hierarchical Bayesian text modeling for the unsupervised joint analysis of latent topics and semantic clusters	5
Editorial Board	5
The structure of rough sets defined by reflexive relations	5
Partial conditioning for inference of many-normal-means with Hölder constraints	5
Degenerate Gaussian factors for probabilistic inference	5
Editorial Board	5
Conditional independence collapsibility for acyclic directed mixed graph models	5
Editorial Board	5
Learning context-dependent choice functions	5
New results on convergence in distribution of fuzzy random variables	5
Multigranular rough set model based on robust intuitionistic fuzzy covering with application to feature selection	5
Special issue on the Twelfth International Conference on Probabilistic Graphical Models (PGM 2024)	5
Lymphoma segmentation from 3D PET-CT images using a deep evidential network	5
Three-way conflict analysis based on incomplete situation tables: A tentative study	5
Evaluating uncertainty with Vertical Barrier Models	5
Bipolar decomposition integrals	5
Strictly frequentist imprecise probability	4
A novel rough set method based on adjustable-perspective dominance relations in intuitionistic fuzzy ordered decision tables	4
Weightedness measures from inequality systems	4
Improvements proposed to noisy-OR derivatives for multi-causal analysis: A case study of simultaneous electromagnetic disturbances	4
Minimality, necessity and sufficiency for argumentation and explanation	4
Integral algebra for simulating dynamical systems with interval uncertainties	4
Interval type-2 possibilistic fuzzy clustering noisy image segmentation algorithm with adaptive spatial constraints and local feature weighting & clustering weighting	4
Robust optimization with belief functions	4
Fuzzy Rules with Quantifiers as Weights	4
Coherent checking and updating of Bayesian models without specifying the model space: A decision-theoretic semantics for possibility theory	4
Multi-label learning based on neighborhood rough set label-specific features	4
Overlap function-based fuzzy β-covering relations and fuzzy β-covering rough set models	4
Structural learning of mixed noisy-OR Bayesian networks	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
Feature selection for multi-label learning based on variable-degree multi-granulation decision-theoretic rough sets	4
Self-supervised multi-level generative adversarial network data imputation algorithm	4
AMG-DTRS: Adaptive multi-granulation decision-theoretic rough sets	4
An approach to improve argumentation-based epistemic planning with contextual preferences	4
Attribute reduction based on weighted neighborhood distribution entropy	4
Incremental reduction of imbalanced distributed mixed data based on k-nearest neighbor rough set	4