International Journal of Approximate Reasoning

Article	Citations
Continuity and additivity properties of information decompositions	85
A decomposition-based algorithm for learning the structure of multivariate regression chain graphs	71
Preservation of properties of residuated algebraic structure by structures for the partial fuzzy set theory	62
How to describe the spatial near-far relations among concepts?	59
Tuning fuzzy SPARQL queries	54
Being Bayesian about learning Gaussian Bayesian networks from incomplete data	54
Attribute reduction method based on fuzzy relational equations and inequalities	54
Distributed fusion-based algorithms for learning high-dimensional Bayesian Networks: Testing ring and star topologies	50
Cost-sensitive sequential three-way decision for information system with fuzzy decision	50
Nonlinear desirability theory	44
A fuzzy content-based group recommender system with dynamic selection of the aggregation functions	44
Parameterized maximum-entropy-based three-way approximate attribute reduction	42
Morpho-logic from a topos perspective – application to symbolic AI	41
One-dimensional game-theoretic differential equations	40
Interval-valued kriging for geostatistical mapping with imprecise inputs	40
Towards machine learning as AGM-style belief change	39
Prospect utility with hyperbolic tangent function	39
A gradient method for inconsistency reduction of pairwise comparisons matrices	38
Attribute reduction based on fusion information entropy	36
Attribute reduction for heterogeneous data based on monotonic relative neighborhood granularity	35
Sensitivity Analysis to Unobserved Confounding with Copula-based Normalizing Flows	34
Deep evidential fusion network for medical image classification	29
Cautious classifier ensembles for set-valued decision-making	29
Fuzzy time series analysis: Expanding the scope with fuzzy numbers	29
Generalized decision directed acyclic graphs for classification tasks	28

Quantified neural Markov logic networks	28
An exploration of weak Heyting algebras: Characterization and properties	28
The uncertain ordered weighted averaging adequacy coefficient operator	27
Information efficient learning of complexly structured preferences: Elicitation procedures and their application to decision making under uncertainty	27
Identifying total causal effects in linear models under partial homoscedasticity	26
Induction of interval shadowed sets from the perspective of maintaining fuzziness	26
Decision with belief functions and generalized independence: Two impossibility theorems	26
Three-way decisions with evaluative linguistic expressions	26
Multi-attribute three-way decisions based on ideal solutions under interval-valued intuitionistic fuzzy environment	26
Three-way concept lattice from adjunctive positive and negative concepts	25
Data complexity: An FCA-based approach	25
Multi-label feature selection based on fuzzy rough sets with metric learning and label enhancement	24
Learning decision catalogues for situated decision making: The case of scoring systems	23
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
Chain graph structure learning based on minimal c-separation trees	22
Granular rough sets and granular shadowed sets: Three-way approximations in Pawlak approximation spaces	21
Uncertainty propagation in stereo matching using copulas	21
Symbols-Meaning-Value (SMV) space as a basis for a conceptual model of data science	21
Nonlinear desirability as a linear classification problem	21
Argument strength in probabilistic argumentation based on defeasible rules	21
On the derivation of weights from incomplete pairwise comparisons matrices via spanning trees with crisp and fuzzy confidence levels	20
A bipolar three-way decision model and its application in analyzing incomplete data	20
Rough sets, modal logic and approximate reasoning	20
Qualitative capacities: Basic notions and potential applications	20
Inner and outer characterization of the projection of polynomial equations using symmetries, quotients and intervals	20
Editorial Board	19
A three-way decision approach for dynamically expandable networks	19
Editorial Board	19
Editorial Board	19
Editorial Board	19
Editorial Board	18
An inferential model-based method for testing homogeneity of several variances against tree-ordered alternatives	18
On computing probabilistic abductive explanations	17
Hierarchical variable clustering based on the predictive strength between random vectors	17
Processing distortion models: A comparative study	17
Adding imprecision to hypotheses: A Bayesian framework for testing practical significance in nonparametric settings	17
Editorial Board	17
Multigranulation fuzzy probabilistic rough set model on two universes	17
Achieving threshold consistency in three-way group decision using optimization methodology and expert-weight-updating-strategy	17
On the classification of financial data with domain agnostic features	17
On the failings of Shapley values for explainability	16
A probabilistic analysis of selected notions of iterated conditioning under coherence	16
New results of (U,N)-implications satisfying I(r,I(s,t))=I(I(r,s),I(r,t))	15
Triple perturbed consistent matrix and the efficiency of its principal right eigenvector	15
Computing with confidence	15
On the distributivity for the ordinal sums of implications over t-norms and t-conorms	15
Neighborhood margin rough set: Self-tuning neighborhood threshold	15
Special issue on Reasoning under Partial Knowledge	15
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]	15

Interval -Sheffer strokes and interval fuzzy Sheffer strokes endowed with admissible orders	15
ω-IvE methodology: Admissible interleaving entropy methods applied to video streaming traffic classification	14
Interval-dismantling for lattices	14
N-vertical generated implications and their distributivities over t-norms and t-conorms	14
Verified propagation of imprecise probabilities in non-linear ODEs	14
Identifying arguments within a text: Categorizing errors and their impact in arguments' relation prediction	14
Multidimensional fuzzy sets: Negations and an algorithm for multi-attribute group decision making	14
Attributes reduction algorithms for m-polar fuzzy relation decision systems	14
Consequences of the minimum specificity principle on conditioning and on independence in possibility theory	14
A novel granular computing model based on three-way decision	14
Projectivity and unification in substructural logics of generalized rotations	13
Learning Horn envelopes via queries from language models	13
Hierarchical neighborhood entropy based multi-granularity attribute reduction with application to gene prioritization	13
Powerset operators induced by fuzzy relations as a basis for fuzzification of various mathematical structures	13
Efficient vectors for simple perturbed consistent matrices	13
An improved three-way decision model based on prospect theory	13
On the enumeration of non-dominated matroids with imprecise weights	13
A novel kernelized total Bregman divergence-based fuzzy clustering with local information for image segmentation	13
On the logic of theory change iteration of KM-update	12
Stochastically ordered aggregation operators	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
Pairwise comparison matrices with uniformly ordered efficient vectors	12
On residual implications derived from 2-uninorms	12
Fuzzy object-induced network three-way concept lattice and its attribute reduction	12
A dissection of the monotonicity property of binary operations from a dominance point of view	12
Fuzzy rough unlearning model for feature selection	12
Hierarchical sequential three-way decision model	12
Fuzzy implications-based transformation approaches from semi-three-way decision spaces to three-way decision spaces and their applications	11
Granular fuzzy sets and three-way approximations of fuzzy sets	11
Fast and robust clustering of general-shaped structures with tk-merge	11
Characterizations for union and intersection on non-normal membership functions of type-2 fuzzy sets	11
Measuring effectiveness of movement-based three-way decision using fuzzy Markov model	11
Online event recognition over noisy data streams	11
Multiindistinguishability operators	11
Nature of decision valuations in elimination of redundant attributes	10
Multi-dimensional Bayesian network classifiers for partial label ranking	10
Three-way recommendation model based on shadowed set with uncertainty invariance	10
Physics-informed learning under epistemic uncertainty with an application to system health modeling	10
Dynamic collective argumentation: Constructing the revision and contraction operators	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
Editorial Board	10
Normal cones corresponding to credal sets of lower probabilities	9
A three-way clustering approach using image enhancement operations	9
A retrospective on Isaac Levi: June 30, 1930 – December 25, 2018	9
ClusterLP: A novel Cluster-aware Link Prediction model in undirected and directed graphs	9
Inversion of Bayesian networks	9
Conditional distributivity equation of semi-uninorms over uninorms	9
Attribute granulation in fuzzy formal contexts based on L-fuzzy concepts	9
Migrativity properties of uninorms over 2-uninorms	9
Distributivity between uni-nullnorms and Mayor's aggregation operators	9
Evidential time-to-event prediction with calibrated uncertainty quantification	9
Random sets, copulas and related sets of probability measures	9
An answer set programming-based implementation of epistemic probabilistic event calculus	8
An extension of overlap functions on convolution lattices	8
Contribution functions for quantitative bipolar argumentation graphs: A principle-based analysis	8
The Twelfth International Symposium on Imprecise Probabilities: Theories and Applications (ISIPTA-21)	8
The extended Recursive Noisy OR model: Static and dynamic considerations	8
On topologies defined by neighbourhood operators of approximation spaces	8
A preferential interpretation of MultiLayer Perceptrons in a conditional logic with typicality	8
Explaining answers generated by knowledge graph embeddings	8
Multi-label feature selection based on adaptive label enhancement and class-imbalance-aware fuzzy information entropy	8
Editorial Board	8
Coherent conditional previsions with respect to inner and outer Hausdorff measures to represent conscious and unconscious human brain activity	8
Incremental fuzzy rough sets based feature subset selection using fuzzy min-max neural network preprocessing	8
Incremental reduction methods based on granular ball neighborhood rough sets and attribute grouping	8
Multi-label learning via minimax probability machine	8
LCM from FCA point of view: A CbO-style algorithm with speed-up features	8
Case-based prediction – A survey	8
Attribute reduction based on weighted neighborhood constrained fuzzy rough sets induced by grouping functions	8
Novel optimistic and pessimistic family of OWA operator with constant orness	8
Editorial Board	7
Choquet-based fuzzy rough sets	7
On the distributivity of fuzzy implications and the weighted S-implications	7
Rough set-based feature selection for weakly labeled data	7
Topological reduction approaches for relation decision systems	7
A novel interval-valued data driven type-2 possibilistic local information c-means clustering for land cover classification	7
Independent natural extension for choice functions	7
Estimating the coverage measure and the area explored by a line-sweep sensor on the plane	7

Evaluating the effects of uncertainty in interval pairwise comparison matrices	7
Attribute reduction with fuzzy divergence-based weighted neighborhood rough sets	7
An auto-weighted enhanced horizontal collaborative fuzzy clustering algorithm with knowledge adaption mechanism	7
Further studies on abstract rough inclusion properties	7
Learning and total evidence with imprecise probabilities	7
Coherence and avoidance of sure loss for standardized functions and semicopulas	7
Three-way approximation of decision granules based on the rough set approach	7
Learning Bayesian networks from incomplete data with the node-average likelihood	7
Wavelet-based fuzzy clustering of interval time series	6
Optimal transport and variational Bayesian inference	6
Existence of optimal strategies in bimatrix game and applications	6
Neighborhood relation-based variable precision multigranulation Pythagorean fuzzy rough set approach for multi-attribute group decision making	6
A robust multi-label feature selection based on label significance and fuzzy entropy	6
The possibilistic horn non-clausal knowledge bases	6
Editorial Board	6
Optimization problems with evidential linear objective	6
Some notes on possibilistic randomisation with t-norm based joint distributions in strategic-form games	6
Spatial-temporal single object tracking with three-way decision theory	6
New results on convergence in distribution of fuzzy random variables	6
Editorial Board	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
Reductions of concept lattices based on Boolean formal contexts	6
Multigranular rough set model based on robust intuitionistic fuzzy covering with application to feature selection	6
A novel three-way decision model with DEA method	6
Pseudo-Kleene algebras determined by rough sets	6
Ergodic theorems for dynamic imprecise probability kinematics	6
A distributional framework for evaluation, comparison and uncertainty quantification in soft clustering	6
Editorial Board	6
Editorial Board	6
Enriching interactive explanations with fuzzy temporal constraint networks	6
A Survey on Causal Discovery: Theory and Practice	6
“So much data. Who needs probability?” Have we been here before?	6
Lattice-valued tree pushdown automata: Pumping lemma and closure properties	6
Typicality: A formal concept analysis account	5
Evaluating uncertainty with Vertical Barrier Models	5
Modeling and updating uncertain evidence within belief function theory	5
Evidential prototype-based clustering based on transfer learning	5
Motivating explanations in Bayesian networks using MAP-independence	5
Efficient algorithms for Risk-Sensitive Markov Decision Processes with limited budget	5
Editorial Board	5
Partial conditioning for inference of many-normal-means with Hölder constraints	5
Conditional independence collapsibility for acyclic directed mixed graph models	5
Editorial Board	5
Hierarchical Bayesian text modeling for the unsupervised joint analysis of latent topics and semantic clusters	5
Editorial Board	5
Grounded semantics and principle-based analysis for incomplete argumentation frameworks	5
Degenerate Gaussian factors for probabilistic inference	5
Multiple attribute group decision making based on multigranulation probabilistic models, MULTIMOORA and TPOP in incomplete q-rung orthopair fuzzy information systems	5
Bipolar decomposition integrals	5
Lexicon-based sentiment analysis in texts using Formal Concept Analysis	5
On conditional probabilities and their canonical extensions to Boolean algebras of compound conditionals	5
Games of incomplete information: A framework based on belief functions	5
Three-way conflict analysis based on incomplete situation tables: A tentative study	5
Paralinear distance and its algorithm for hierarchical clustering of high-dimensional discrete variables	5
Formal and cognitive reasoning	5
Selfadhesivity in Gaussian conditional independence structures	5
Editorial Board	5
Learning context-dependent choice functions	5
The modularity equation for semi-t-operators and T-uninorms	5
A review of three-way decision: Triadic understanding, organization, and perspectives	5
A three-way clustering method based on improved density peaks algorithm and boundary detection graph	5
A general bi-clustering algorithm for object data with an application to the analysis of a Lombardy railway line	5
Three-way decisions method based on matrices approaches oriented dynamic interval-valued information system	5
An implementation of nonmonotonic reasoning with c-representations using an SMT solver	5
Clustering nonlinear time series with neural network bootstrap forecast distributions	5
Editorial Board	5
Semirings for probabilistic and neuro-symbolic logic programming	5
Iterative algorithms for solving one-sided partially observable stochastic shortest path games	5
Editorial Board	5
Lymphoma segmentation from 3D PET-CT images using a deep evidential network	5
How to choose a completion method for pairwise comparison matrices with missing entries: An axiomatic result	5
A dialectical formalisation of preferred subtheories reasoning under resource bounds	5
Minimality, necessity and sufficiency for argumentation and explanation	4
Coherent checking and updating of Bayesian models without specifying the model space: A decision-theoretic semantics for possibility theory	4
Pointwise mutual information sparsely embedded feature selection	4
de Finetti's coherence and exchangeability in infinitary logic	4
Strudel: A fast and accurate learner of structured-decomposable probabilistic circuits	4
Editorial Board	4
AMG-DTRS: Adaptive multi-granulation decision-theoretic rough sets	4
Robust optimization with belief functions	4
Investigations of T-power based implications satisfying some functional equations related to reasoning schemes	4
Interval type-2 possibilistic fuzzy clustering noisy image segmentation algorithm with adaptive spatial constraints and local feature weighting & clustering weighting	4
Toward credible belief base revision	4
Making decisions with evidential probability and objective Bayesian calibration inductive logics	4
Measures of association and dependence properties of nested random sets	4
A novel rough set method based on adjustable-perspective dominance relations in intuitionistic fuzzy ordered decision tables	4
Overlap function-based fuzzy β-covering relations and fuzzy β-covering rough set models	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
Weightedness measures from inequality systems	4
From undecidability of non-triviality and finiteness to undecidability of learnability	4
Values of games over Boolean player sets	4
Editorial Board	4
Qualitative reasoning in a two-layered framework	4