International Journal of Approximate Reasoning

Article	Citations
Continuity and additivity properties of information decompositions	75
A decomposition-based algorithm for learning the structure of multivariate regression chain graphs	67
Preservation of properties of residuated algebraic structure by structures for the partial fuzzy set theory	58
How to describe the spatial near-far relations among concepts?	55
Tuning fuzzy SPARQL queries	53
Attribute reduction method based on fuzzy relational equations and inequalities	51
Being Bayesian about learning Gaussian Bayesian networks from incomplete data	50
Distributed fusion-based algorithms for learning high-dimensional Bayesian Networks: Testing ring and star topologies	46
Nonlinear desirability theory	45
Fuzzy time series analysis: Expanding the scope with fuzzy numbers	40
Cost-sensitive sequential three-way decision for information system with fuzzy decision	40
Deep evidential fusion network for medical image classification	39
Parameterized maximum-entropy-based three-way approximate attribute reduction	39
Attribute reduction based on fusion information entropy	39
A fuzzy content-based group recommender system with dynamic selection of the aggregation functions	39
Morpho-logic from a topos perspective – application to symbolic AI	38
One-dimensional game-theoretic differential equations	36
Interval-valued kriging for geostatistical mapping with imprecise inputs	35
A gradient method for inconsistency reduction of pairwise comparisons matrices	34
Attribute reduction for heterogeneous data based on monotonic relative neighborhood granularity	34
Cautious classifier ensembles for set-valued decision-making	33
Quantified neural Markov logic networks	29
Induction of interval shadowed sets from the perspective of maintaining fuzziness	28
Generalized decision directed acyclic graphs for classification tasks	28
Learning decision catalogues for situated decision making: The case of scoring systems	27

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

Learning Horn envelopes via queries from language models	15
Consequences of the minimum specificity principle on conditioning and on independence in possibility theory	15
Interval -Sheffer strokes and interval fuzzy Sheffer strokes endowed with admissible orders	14
ω-IvE methodology: Admissible interleaving entropy methods applied to video streaming traffic classification	14
The Language of Contextual Attribute Logics Introduction and Survey	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
On the logic of theory change iteration of KM-update	13
Multidimensional fuzzy sets: Negations and an algorithm for multi-attribute group decision making	13
A novel granular computing model based on three-way decision	13
Pairwise comparison matrices with uniformly ordered efficient vectors	13
Triple perturbed consistent matrix and the efficiency of its principal right eigenvector	13
Projectivity and unification in substructural logics of generalized rotations	13
Powerset operators induced by fuzzy relations as a basis for fuzzification of various mathematical structures	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
An updated method of granular reduct based on cognitive operators in formal contexts	12
Stochastically ordered aggregation operators	12
Entropy for evaluation of Dempster-Shafer belief function models	12
Hierarchical sequential three-way decision model	12
Efficient vectors for simple perturbed consistent matrices	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
Residuated implications derived from quasi-overlap functions on lattices	12
An improved three-way decision model based on prospect theory	12
Fuzzy object-induced network three-way concept lattice and its attribute reduction	12
Hierarchical neighborhood entropy based multi-granularity attribute reduction with application to gene prioritization	12
On residual implications derived from 2-uninorms	12
Fast semi-supervised evidential clustering	12
Incremental cognitive learning approach based on concept reduction	11
Multiindistinguishability operators	11
Three-way recommendation model based on shadowed set with uncertainty invariance	11
Measuring effectiveness of movement-based three-way decision using fuzzy Markov model	11
Granular fuzzy sets and three-way approximations of fuzzy sets	11
Characterizations for union and intersection on non-normal membership functions of type-2 fuzzy sets	11
Fuzzy implications-based transformation approaches from semi-three-way decision spaces to three-way decision spaces and their applications	10
Editorial Board	10
Multi-dimensional Bayesian network classifiers for partial label ranking	10
Fast and robust clustering of general-shaped structures with tk-merge	10
Dynamic collective argumentation: Constructing the revision and contraction operators	10
Nature of decision valuations in elimination of redundant attributes	10
Online event recognition over noisy data streams	10
Contribution functions for quantitative bipolar argumentation graphs: A principle-based analysis	10
Physics-informed learning under epistemic uncertainty with an application to system health modeling	10
Outlier detection in mixed-attribute data: A semi-supervised approach with fuzzy approximations and relative entropy	10
Inversion of Bayesian networks	9
Evidential time-to-event prediction with calibrated uncertainty quantification	9
A retrospective on Isaac Levi: June 30, 1930 – December 25, 2018	9
Conditional distributivity equation of semi-uninorms over uninorms	9
Attribute granulation in fuzzy formal contexts based on L-fuzzy concepts	9
A three-way clustering approach using image enhancement operations	9
Distributivity between uni-nullnorms and Mayor's aggregation operators	9
Normal cones corresponding to credal sets of lower probabilities	9
Migrativity properties of uninorms over 2-uninorms	9
Case-based prediction – A survey	8
Multi-label feature selection based on adaptive label enhancement and class-imbalance-aware fuzzy information entropy	8
A preferential interpretation of MultiLayer Perceptrons in a conditional logic with typicality	8
Editorial Board	8
Novel optimistic and pessimistic family of OWA operator with constant orness	8
The extended Recursive Noisy OR model: Static and dynamic considerations	8
The Twelfth International Symposium on Imprecise Probabilities: Theories and Applications (ISIPTA-21)	8
Random sets, copulas and related sets of probability measures	8
ClusterLP: A novel Cluster-aware Link Prediction model in undirected and directed graphs	8
Attribute reduction based on weighted neighborhood constrained fuzzy rough sets induced by grouping functions	8
Learning and total evidence with imprecise probabilities	7
Rule extraction based on linguistic-valued intuitionistic fuzzy layered concept lattice	7
A universal approach to imprecise probabilities in possibility theory	7
On topologies defined by neighbourhood operators of approximation spaces	7
An answer set programming-based implementation of epistemic probabilistic event calculus	7
Editorial Board	7
Choquet-based fuzzy rough sets	7
Multi-label learning via minimax probability machine	7
Incremental reduction methods based on granular ball neighborhood rough sets and attribute grouping	7
Incremental fuzzy rough sets based feature subset selection using fuzzy min-max neural network preprocessing	7
Explaining answers generated by knowledge graph embeddings	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
LCM from FCA point of view: A CbO-style algorithm with speed-up features	7
Coherent conditional previsions with respect to inner and outer Hausdorff measures to represent conscious and unconscious human brain activity	7
An extension of overlap functions on convolution lattices	7

Further studies on abstract rough inclusion properties	7
Three-way approximation of decision granules based on the rough set approach	6
Learning Bayesian networks from incomplete data with the node-average likelihood	6
Editorial of the special issue “Synergies Between Machine Learning and Reasoning”	6
A Survey on Causal Discovery: Theory and Practice	6
New results on convergence in distribution of fuzzy random variables	6
Editorial Board	6
Existence of optimal strategies in bimatrix game and applications	6
Attribute reduction with fuzzy divergence-based weighted neighborhood rough sets	6
A test to compare interval time series	6
Neighborhood relation-based variable precision multigranulation Pythagorean fuzzy rough set approach for multi-attribute group decision making	6
Dynamic panel fuzzy time series model and its application to econometric time series	6
A robust multi-label feature selection based on label significance and fuzzy entropy	6
Reductions of concept lattices based on Boolean formal contexts	6
The possibilistic horn non-clausal knowledge bases	6
Editorial Board	6
Topological reduction approaches for relation decision systems	6
Evaluating the effects of uncertainty in interval pairwise comparison matrices	6
Coherence and avoidance of sure loss for standardized functions and semicopulas	6
A novel interval-valued data driven type-2 possibilistic local information c-means clustering for land cover classification	6
Update of optimal scale in dynamic multi-scale decision information systems	6
Multigranular rough set model based on robust intuitionistic fuzzy covering with application to feature selection	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
Rough set-based feature selection for weakly labeled data	6
On the distributivity of fuzzy implications and the weighted S-implications	6
An auto-weighted enhanced horizontal collaborative fuzzy clustering algorithm with knowledge adaption mechanism	6
Editorial Board	5
Selfadhesivity in Gaussian conditional independence structures	5
Conditional independence collapsibility for acyclic directed mixed graph models	5
The modularity equation for semi-t-operators and T-uninorms	5
Evidential prototype-based clustering based on transfer learning	5
Efficient algorithms for Risk-Sensitive Markov Decision Processes with limited budget	5
Partial conditioning for inference of many-normal-means with Hölder constraints	5
Hierarchical Bayesian text modeling for the unsupervised joint analysis of latent topics and semantic clusters	5
Construction of nullnorms on some special classes of bounded lattices	5
Lymphoma segmentation from 3D PET-CT images using a deep evidential network	5
Lattice-valued tree pushdown automata: Pumping lemma and closure properties	5
“So much data. Who needs probability?” Have we been here before?	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
Paralinear distance and its algorithm for hierarchical clustering of high-dimensional discrete variables	5
Degenerate Gaussian factors for probabilistic inference	5
Learning context-dependent choice functions	5
Three-way conflict analysis based on incomplete situation tables: A tentative study	5
Some notes on possibilistic randomisation with t-norm based joint distributions in strategic-form games	5
Formal and cognitive reasoning	5
Editorial Board	5
Optimization problems with evidential linear objective	5
Optimal transport and variational Bayesian inference	5
Wavelet-based fuzzy clustering of interval time series	5
A novel three-way decision model with DEA method	5
Grounded semantics and principle-based analysis for incomplete argumentation frameworks	5
Semirings for probabilistic and neuro-symbolic logic programming	5
Typicality: A formal concept analysis account	5
Editorial Board	5
Editorial Board	5
Editorial Board	5
Iterative algorithms for solving one-sided partially observable stochastic shortest path games	5
How to choose a completion method for pairwise comparison matrices with missing entries: An axiomatic result	5
Enriching interactive explanations with fuzzy temporal constraint networks	5
Pseudo-Kleene algebras determined by rough sets	5
Spatial-temporal single object tracking with three-way decision theory	5
Improvements proposed to noisy-OR derivatives for multi-causal analysis: A case study of simultaneous electromagnetic disturbances	4
Multi-label learning based on neighborhood rough set label-specific features	4
Spark solutions for discovering fuzzy association rules in Big Data	4
Incremental reduction of imbalanced distributed mixed data based on k-nearest neighbor rough set	4
A probabilistic modal logic for context-aware trust based on evidence	4
Motivating explanations in Bayesian networks using MAP-independence	4
A dialectical formalisation of preferred subtheories reasoning under resource bounds	4
A three-way clustering method based on improved density peaks algorithm and boundary detection graph	4
Synergies between machine learning and reasoning - An introduction by the Kay R. Amel group	4
Instance weighting through data imprecisiation	4
Coherent checking and updating of Bayesian models without specifying the model space: A decision-theoretic semantics for possibility theory	4
An approach to improve argumentation-based epistemic planning with contextual preferences	4
A new class of decomposition integrals on finite spaces	4
Fisher's disjunction as the principle vindicating p-values, confidence intervals, and their generalizations: A frequentist semantics for possibility theory	4
Structural learning of mixed noisy-OR Bayesian networks	4
Games of incomplete information: A framework based on belief functions	4
Concept lattice simplification with fuzzy linguistic information based on three-way clustering	4
Steps towards causal Formal Concept Analysis	4
Aggregation of fuzzy graphs	4
Special Issue on Robustness in Probabilistic Graphical Models	4
Strictly frequentist imprecise probability	4
Robust optimization with belief functions	4
Valid inferential models for prediction in supervised learning problems	4
A novel approach to discretizing information systems associated with neighborhood rough sets	4
Constructing overlap functions on bounded posets via multiplicative generators	4
A general bi-clustering algorithm for object data with an application to the analysis of a Lombardy railway line	4
Clustering nonlinear time series with neural network bootstrap forecast distributions	4
Some thoughts about transfer learning. What role for the source domain?	4
Lexicon-based sentiment analysis in texts using Formal Concept Analysis	4
AMG-DTRS: Adaptive multi-granulation decision-theoretic rough sets	4