International Journal of Approximate Reasoning

Article	Citations
Continuity and additivity properties of information decompositions	91
Preservation of properties of residuated algebraic structure by structures for the partial fuzzy set theory	79
Fuzzy time series analysis: Expanding the scope with fuzzy numbers	62
Tuning fuzzy SPARQL queries	62
How to describe the spatial near-far relations among concepts?	62
A gradient method for inconsistency reduction of pairwise comparisons matrices	61
Attribute reduction method based on fuzzy relational equations and inequalities	57
Being Bayesian about learning Gaussian Bayesian networks from incomplete data	55
Distributed fusion-based algorithms for learning high-dimensional Bayesian Networks: Testing ring and star topologies	52
Attribute reduction for heterogeneous data based on monotonic relative neighborhood granularity	52
A fuzzy content-based group recommender system with dynamic selection of the aggregation functions	48
Nonlinear desirability theory	43
Deep evidential fusion network for medical image classification	42
Interval-valued kriging for geostatistical mapping with imprecise inputs	41
One-dimensional game-theoretic differential equations	40
Morpho-logic from a topos perspective – application to symbolic AI	40
Prospect utility with hyperbolic tangent function	40
Towards machine learning as AGM-style belief change	39
Cost-sensitive sequential three-way decision for information system with fuzzy decision	37
Attribute reduction based on fusion information entropy	35
Parameterized maximum-entropy-based three-way approximate attribute reduction	32
Generalized decision directed acyclic graphs for classification tasks	30
Cautious classifier ensembles for set-valued decision-making	30
Quantified neural Markov logic networks	30
An exploration of weak Heyting algebras: Characterization and properties	29

Decision with belief functions and generalized independence: Two impossibility theorems	28
The uncertain ordered weighted averaging adequacy coefficient operator	28
Information efficient learning of complexly structured preferences: Elicitation procedures and their application to decision making under uncertainty	28
Multi-attribute three-way decisions based on ideal solutions under interval-valued intuitionistic fuzzy environment	27
Three-way decisions with evaluative linguistic expressions	27
Induction of interval shadowed sets from the perspective of maintaining fuzziness	26
Multi-label feature selection based on fuzzy rough sets with metric learning and label enhancement	26
Data complexity: An FCA-based approach	26
Rule acquisition in generalized multi-scale information systems with multi-scale decisions	26
Chain graph structure learning based on minimal c-separation trees	26
Learning decision catalogues for situated decision making: The case of scoring systems	25
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
Belief rule learning and reasoning for classification based on fuzzy belief decision tree	23
Three-way concept lattice from adjunctive positive and negative concepts	23
Identifying total causal effects in linear models under partial homoscedasticity	23
A novel multi-label feature selection method based on conditional entropy and its acceleration mechanism	22
Nonlinear desirability as a linear classification problem	22
Uncertainty propagation in stereo matching using copulas	22
A bipolar three-way decision model and its application in analyzing incomplete data	21
On the derivation of weights from incomplete pairwise comparisons matrices via spanning trees with crisp and fuzzy confidence levels	21
Inner and outer characterization of the projection of polynomial equations using symmetries, quotients and intervals	21
Editorial Board	20
Editorial Board	20
A three-way decision approach for dynamically expandable networks	20
Editorial Board	20
Editorial Board	19
Processing distortion models: A comparative study	19
An inferential model-based method for testing homogeneity of several variances against tree-ordered alternatives	19
Editorial Board	19
Editorial Board	19
Rough sets, modal logic and approximate reasoning	18
Achieving threshold consistency in three-way group decision using optimization methodology and expert-weight-updating-strategy	18
On computing probabilistic abductive explanations	18
On the classification of financial data with domain agnostic features	18
Multigranulation fuzzy probabilistic rough set model on two universes	17
Adding imprecision to hypotheses: A Bayesian framework for testing practical significance in nonparametric settings	17
A probabilistic analysis of selected notions of iterated conditioning under coherence	17
Qualitative capacities: Basic notions and potential applications	17
Argument strength in probabilistic argumentation based on defeasible rules	17
Hierarchical variable clustering based on the predictive strength between random vectors	17
On the failings of Shapley values for explainability	16
Interval -Sheffer strokes and interval fuzzy Sheffer strokes endowed with admissible orders	16
On the distributivity for the ordinal sums of implications over t-norms and t-conorms	16
Attributes reduction algorithms for m-polar fuzzy relation decision systems	16
Multidimensional fuzzy sets: Negations and an algorithm for multi-attribute group decision making	15
A novel granular computing model based on three-way decision	15
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

Information fusion based conflict analysis model for multi-source fuzzy data	15
Neighborhood margin rough set: Self-tuning neighborhood threshold	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-dismantling for lattices	14
Learning Horn envelopes via queries from language models	14
On the logic of theory change iteration of KM-update	14
Consequences of the minimum specificity principle on conditioning and on independence in possibility theory	14
On the enumeration of non-dominated matroids with imprecise weights	14
ω-IvE methodology: Admissible interleaving entropy methods applied to video streaming traffic classification	14
Identifying arguments within a text: Categorizing errors and their impact in arguments' relation prediction	14
Verified propagation of imprecise probabilities in non-linear ODEs	14
Powerset operators induced by fuzzy relations as a basis for fuzzification of various mathematical structures	14
Stochastically ordered aggregation operators	13
On residual implications derived from 2-uninorms	13
Pairwise comparison matrices with uniformly ordered efficient vectors	13
An updated method of granular reduct based on cognitive operators in formal contexts	13
A dissection of the monotonicity property of binary operations from a dominance point of view	13
Fuzzy rough unlearning model for feature selection	13
Fuzzy object-induced network three-way concept lattice and its attribute reduction	12
Efficient vectors for simple perturbed consistent matrices	12
Fuzzy implications-based transformation approaches from semi-three-way decision spaces to three-way decision spaces and their applications	12
Hierarchical sequential three-way decision model	12
An improved three-way decision model based on prospect theory	12
Entropy for evaluation of Dempster-Shafer belief function models	12
Projectivity and unification in substructural logics of generalized rotations	12
Hierarchical neighborhood entropy based multi-granularity attribute reduction with application to gene prioritization	12
Graded hexagon of opposition in fuzzy natural logic with new intermediate quantifiers	12
Characterizations for union and intersection on non-normal membership functions of type-2 fuzzy sets	11
Fast and robust clustering of general-shaped structures with tk-merge	11
Physics-informed learning under epistemic uncertainty with an application to system health modeling	11
Nature of decision valuations in elimination of redundant attributes	11
Multiindistinguishability operators	11
Multi-dimensional Bayesian network classifiers for partial label ranking	11
Online event recognition over noisy data streams	10
ClusterLP: A novel Cluster-aware Link Prediction model in undirected and directed graphs	10
Evidential time-to-event prediction with calibrated uncertainty quantification	10
Measuring effectiveness of movement-based three-way decision using fuzzy Markov model	10
Dynamic collective argumentation: Constructing the revision and contraction operators	10
Multi-label feature selection based on adaptive label enhancement and class-imbalance-aware fuzzy information entropy	10
Granular fuzzy sets and three-way approximations of fuzzy sets	10
Incremental cognitive learning approach based on concept reduction	10
Editorial Board	10
Distributivity between uni-nullnorms and Mayor's aggregation operators	10
Novel optimistic and pessimistic family of OWA operator with constant orness	10
Outlier detection in mixed-attribute data: A semi-supervised approach with fuzzy approximations and relative entropy	10
Random sets, copulas and related sets of probability measures	9
A retrospective on Isaac Levi: June 30, 1930 – December 25, 2018	9
Contribution functions for quantitative bipolar argumentation graphs: A principle-based analysis	9
Conditional distributivity equation of semi-uninorms over uninorms	9
Case-based prediction – A survey	8
Normal cones corresponding to credal sets of lower probabilities	8
The Twelfth International Symposium on Imprecise Probabilities: Theories and Applications (ISIPTA-21)	8
About twenty-five naughty entropies in belief function theory: Do they measure informativeness?	8
LCM from FCA point of view: A CbO-style algorithm with speed-up features	8
Editorial Board	8
Inversion of Bayesian networks	8
A three-way clustering approach using image enhancement operations	8
Incremental reduction methods based on granular ball neighborhood rough sets and attribute grouping	8
An answer set programming-based implementation of epistemic probabilistic event calculus	8
An extension of overlap functions on convolution lattices	8
Attribute granulation in fuzzy formal contexts based on L-fuzzy concepts	8
Migrativity properties of uninorms over 2-uninorms	8
Attribute reduction based on weighted neighborhood constrained fuzzy rough sets induced by grouping functions	8
Multi-label learning via minimax probability machine	8
The extended Recursive Noisy OR model: Static and dynamic considerations	8
Learning Bayesian networks from incomplete data with the node-average likelihood	7
Three-way approximation of decision granules based on the rough set approach	7
Evaluating the effects of uncertainty in interval pairwise comparison matrices	7
Editorial Board	7
A preferential interpretation of MultiLayer Perceptrons in a conditional logic with typicality	7
On topologies defined by neighbourhood operators of approximation spaces	7
Update of optimal scale in dynamic multi-scale decision information systems	7
Choquet-based fuzzy rough sets	7
A robust multi-label feature selection based on label significance and fuzzy entropy	7
An auto-weighted enhanced horizontal collaborative fuzzy clustering algorithm with knowledge adaption mechanism	7
Topological reduction approaches for relation decision systems	7
Further studies on abstract rough inclusion properties	7
Incremental fuzzy rough sets based feature subset selection using fuzzy min-max neural network preprocessing	7
Coherent conditional previsions with respect to inner and outer Hausdorff measures to represent conscious and unconscious human brain activity	7
A novel interval-valued data driven type-2 possibilistic local information c-means clustering for land cover classification	7

Estimating the coverage measure and the area explored by a line-sweep sensor on the plane	7
Neighborhood relation-based variable precision multigranulation Pythagorean fuzzy rough set approach for multi-attribute group decision making	7
Coherence and avoidance of sure loss for standardized functions and semicopulas	7
Independent natural extension for choice functions	7
Explaining answers generated by knowledge graph embeddings	7
Learning and total evidence with imprecise probabilities	7
Attribute reduction with fuzzy divergence-based weighted neighborhood rough sets	7
Editorial of the special issue “Synergies Between Machine Learning and Reasoning”	7
Partial conditioning for inference of many-normal-means with Hölder constraints	6
Selfadhesivity in Gaussian conditional independence structures	6
Editorial Board	6
Hierarchical Bayesian text modeling for the unsupervised joint analysis of latent topics and semantic clusters	6
Lattice-valued tree pushdown automata: Pumping lemma and closure properties	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
Ergodic theorems for dynamic imprecise probability kinematics	6
Editorial Board	6
Spatial-temporal single object tracking with three-way decision theory	6
A distributional framework for evaluation, comparison and uncertainty quantification in soft clustering	6
Editorial Board	6
Formal and cognitive reasoning	6
Editorial Board	6
Some notes on possibilistic randomisation with t-norm based joint distributions in strategic-form games	6
Editorial Board	6
Lymphoma segmentation from 3D PET-CT images using a deep evidential network	6
Enriching interactive explanations with fuzzy temporal constraint networks	6
Editorial Board	6
The possibilistic horn non-clausal knowledge bases	6
Editorial Board	6
How to choose a completion method for pairwise comparison matrices with missing entries: An axiomatic result	6
Evidential prototype-based clustering based on transfer learning	6
Iterative algorithms for solving one-sided partially observable stochastic shortest path games	6
Pseudo-Kleene algebras determined by rough sets	6
Editorial Board	6
Optimization problems with evidential linear objective	6
A Survey on Causal Discovery: Theory and Practice	6
Reductions of concept lattices based on Boolean formal contexts	6
Optimal transport and variational Bayesian inference	6
Wavelet-based fuzzy clustering of interval time series	6
Existence of optimal strategies in bimatrix game and applications	6
“So much data. Who needs probability?” Have we been here before?	6
New results on convergence in distribution of fuzzy random variables	6
Efficient algorithms for Risk-Sensitive Markov Decision Processes with limited budget	6
A review of three-way decision: Triadic understanding, organization, and perspectives	5
Lexicon-based sentiment analysis in texts using Formal Concept Analysis	5
A three-way clustering method based on improved density peaks algorithm and boundary detection graph	5
Games of incomplete information: A framework based on belief functions	5
A dialectical formalisation of preferred subtheories reasoning under resource bounds	5
Degenerate Gaussian factors for probabilistic inference	5
Grounded semantics and principle-based analysis for incomplete argumentation frameworks	5
Semirings for probabilistic and neuro-symbolic logic programming	5
Bipolar decomposition integrals	5
The modularity equation for semi-t-operators and T-uninorms	5
Learning context-dependent choice functions	5
Conditional independence collapsibility for acyclic directed mixed graph models	5
Evaluating uncertainty with Vertical Barrier Models	5
Clustering nonlinear time series with neural network bootstrap forecast distributions	5
Paralinear distance and its algorithm for hierarchical clustering of high-dimensional discrete variables	5
Typicality: A formal concept analysis account	5
The structure of rough sets defined by reflexive relations	5
Modeling and updating uncertain evidence within belief function theory	5
A general bi-clustering algorithm for object data with an application to the analysis of a Lombardy railway line	5
Multiple attribute group decision making based on multigranulation probabilistic models, MULTIMOORA and TPOP in incomplete q-rung orthopair fuzzy information systems	5
A probabilistic modal logic for context-aware trust based on evidence	5
Three-way decisions method based on matrices approaches oriented dynamic interval-valued information system	5
Editorial Board	5
Motivating explanations in Bayesian networks using MAP-independence	5
Three-way conflict analysis based on incomplete situation tables: A tentative study	5
On conditional probabilities and their canonical extensions to Boolean algebras of compound conditionals	5
An implementation of nonmonotonic reasoning with c-representations using an SMT solver	5
Concept lattice simplification with fuzzy linguistic information based on three-way clustering	5
General fuzzy difference operator and its application in edge detector	5
Investigations of T-power based implications satisfying some functional equations related to reasoning schemes	4
AMG-DTRS: Adaptive multi-granulation decision-theoretic rough sets	4
A novel rough set method based on adjustable-perspective dominance relations in intuitionistic fuzzy ordered decision tables	4
Values of games over Boolean player sets	4
Constructing overlap functions via multiplicative generators on complete lattices	4
Few-shot learning based on hierarchical classification via multi-granularity relation networks	4
From undecidability of non-triviality and finiteness to undecidability of learnability	4
Exploiting fuzzy rough entropy to detect anomalies	4
Making decisions with evidential probability and objective Bayesian calibration inductive logics	4
Pointwise mutual information sparsely embedded feature selection	4
Strudel: A fast and accurate learner of structured-decomposable probabilistic circuits	4
Measures of association and dependence properties of nested random sets	4
Testing exchangeability: Fork-convexity, supermartingales and e-processes	4
Few-shot learning based on hierarchical feature fusion via relation networks	4
Qualitative reasoning in a two-layered framework	4
Validity, consonant plausibility measures, and conformal prediction	4
Robust optimization with belief functions	4
Editorial Board	4
Coincidences of nonlinear integrals related to ordered pair of non-additive measures	4
Information-theoretic partially labeled heterogeneous feature selection based on neighborhood rough sets	4
A novel multi-step interval prediction model for uncertain data using iterative lower upper bound estimation method	4
de Finetti's coherence and exchangeability in infinitary logic	4