International Journal of Approximate Reasoning

Article	Citations
A new class of decomposition integrals on finite spaces	60
Editorial Board	56
A robust support vector regression with exact predictors and fuzzy responses	55
One-dimensional game-theoretic differential equations	49
Various fuzzy connections and fuzzy concepts in complete co-residuated lattices	48
Distributivity between uni-nullnorms and Mayor's aggregation operators	45
Solving possibilistic games with incomplete information	43
Editorial Board	40
Change in quantitative bipolar argumentation: Sufficient, necessary, and counterfactual explanations	39
Polyadic relational concept analysis	38
A novel approach to discretizing information systems associated with neighborhood rough sets	37
Application of tropical optimization for solving multicriteria problems of pairwise comparisons using log-Chebyshev approximation	36
Uncertainty and three-way decision in data science	34
Morpho-logic from a topos perspective – application to symbolic AI	32
Constructing overlap functions on bounded posets via multiplicative generators	31
Ensuring reference independence and cautious monotony in abstract argumentation	31
Steps towards causal Formal Concept Analysis	30
Conditional distributivity equation of semi-uninorms over uninorms	30
The dual polyhedron to the chordal graph polytope and the rebuttal of the chordal graph conjecture	30
Editorial Board	29
Semi-monolayer covering rough set on set-valued information systems and its efficient computation	29
Migrativity properties of uninorms over 2-uninorms	29
Rough set reasoning using answer set programs	29
Evidential instance selection for K-nearest neighbor classification of big data	29
Special Issue on Probabilistic Logic Programming (PLP 2018)	28

Semantic classification of qualitative conditionals and calculating closures of nonmonotonic inference relations	26
Editorial Board	25
Editorial Board	25
Case-based prediction – A survey	24
Efficient search for relevance explanations using MAP-independence in Bayesian networks	23
An efficient method of renewing object-induced three-way concept lattices involving decreasing attribute-granularity levels	23
Some thoughts about transfer learning. What role for the source domain?	23
An epistemic approach to model uncertainty in data-graphs	23
Spatial unity for the apperception engine	23
Structural learning of mixed noisy-OR Bayesian networks	22
Improved interval type-2 fuzzy K-means clustering based on adaptive iterative center with new defuzzification method	22
Editorial Board	21
Distributivity characterization of idempotent uni-nullnorms and overlap or grouping functions	21
Formalization and implementation of credibility dynamics through prioritized multiple revision	21
Textural dependency and concept lattices	20
A compositional approach to probabilistic knowledge compilation	19
Spark solutions for discovering fuzzy association rules in Big Data	19
A semi-supervised deep learning image caption model based on Pseudo Label and N-gram	19
A retrospective on Isaac Levi: June 30, 1930 – December 25, 2018	19
Relevance, recovery and recuperation: A prelude to ring withdrawal	18
Feature selection and threshold method based on fuzzy joint mutual information	18
Information algebras in the theory of imprecise probabilities, an extension	18
Static and dynamic orderings on Dungean argumentation frameworks - An overview	18
Valid inferential models for prediction in supervised learning problems	18
Incremental reduction of imbalanced distributed mixed data based on k-nearest neighbor rough set	17
Aggregation of random elements over bounded lattices	17
ClusterLP: A novel Cluster-aware Link Prediction model in undirected and directed graphs	17
Kernel multi-granularity double-quantitative rough set based on ensemble empirical mode decomposition: Application to stock price trends prediction	17
Dynamic collective argumentation: Constructing the revision and contraction operators	17
How to describe the spatial near-far relations among concepts?	17
On (O,G)-fuzzy rough sets based on overlap and grouping functions over complete lattices	16
A fuzzy content-based group recommender system with dynamic selection of the aggregation functions	16
Using scoring functions in a group decision-making procedure with heterogeneous experts and qualitative assessments	16
Parameterized maximum-entropy-based three-way approximate attribute reduction	16
Sequential multi-class three-way decisions based on cost-sensitive learning	16
Inversion of Bayesian networks	16
Notes on integer partitions	16
Nonlinear desirability theory	15
A decomposition-based algorithm for learning the structure of multivariate regression chain graphs	15
Contribution functions for quantitative bipolar argumentation graphs: A principle-based analysis	15
Fisher's disjunction as the principle vindicating p-values, confidence intervals, and their generalizations: A frequentist semantics for possibility theory	15
Alien coding	15
Random sets, copulas and related sets of probability measures	15
Interval-valued kriging for geostatistical mapping with imprecise inputs	14
Attribute granulation in fuzzy formal contexts based on L-fuzzy concepts	14
Graded labellings for abstract argumentation	14
The interpretability and scalability of linguistic-rule-based systems for solving regression problems	14
Description lattices of generalised convex hulls	14
Belief rule mining using the evidential reasoning rule for medical diagnosis	14
Context-awareness for information correction and reasoning in evidence theory	14

A gradient method for inconsistency reduction of pairwise comparisons matrices	14
Tuning fuzzy SPARQL queries	13
A probabilistic modal logic for context-aware trust based on evidence	13
Shortest-length and coarsest-granularity constructs vs. reducts: An experimental evaluation	13
Preservation of properties of residuated algebraic structure by structures for the partial fuzzy set theory	13
On interval fuzzy implications derived from interval additive generators of interval t-norms	12
Gaussian fuzzy theoretic analysis for variational learning of nested compositions	12
Construction methods of fuzzy implications on bounded posets	12
A note on the relationships between generalized rough sets and topologies	12
Attribute reduction for heterogeneous data based on monotonic relative neighborhood granularity	12
Continuity and additivity properties of information decompositions	12
Deep evidential fusion network for medical image classification	11
On permutations dependent operators	11
A generalized model of three-way decision with ranking and reference tuple	11
Formal analysis of Peterson's rules for checking validity of syllogisms with intermediate quantifiers	11
Aggregation of fuzzy graphs	11
Adjunctive three-way concepts from positive and negative concepts in lattice-valued formal contexts	11
Distributed fusion-based algorithms for learning high-dimensional Bayesian Networks: Testing ring and star topologies	11
Reasoning and learning in the setting of possibility theory - Overview and perspectives	11
Three-way conceptual knowledge updating in incomplete contexts	11
Synergies between machine learning and reasoning - An introduction by the Kay R. Amel group	11
Being Bayesian about learning Gaussian Bayesian networks from incomplete data	11
Beta-Bézier OWA operator	10
On the extended Choquet-Sugeno-like operator	10
Cost-sensitive sequential three-way decision for information system with fuzzy decision	10
Multi-label feature selection based on adaptive label enhancement and class-imbalance-aware fuzzy information entropy	10
Information algebras in the theory of imprecise probabilities	10
A review on declarative approaches for constrained clustering	10
Normal cones corresponding to credal sets of lower probabilities	10
Attribute reduction based on fusion information entropy	10
Robust Bayesian causal estimation for causal inference in medical diagnosis	10
Fuzzy centrality measures in social network analysis: Theory and application in a university department collaboration network	10
A three-way clustering approach using image enhancement operations	10
Novel optimistic and pessimistic family of OWA operator with constant orness	10
Large-scale empirical validation of Bayesian Network structure learning algorithms with noisy data	10
Inner product reduction for fuzzy formal contexts	10
Incremental attribute reduction with α,β-level intuitionistic fuzzy sets	10
Generalized possibility computation tree logic with frequency and its model checking	9
The most likely common cause	9
Some further results about uninorms on bounded lattices	9
Novel AQM analysis approach based on similarity and dissimilarity measures of interval set for multi-expert multi-criterion decision making	9
Semantic explorations in factorizing Boolean data via formal concepts	9
Reasoning about knowledge and conditional probability	9
A novel rough set method based on adjustable-perspective dominance relations in intuitionistic fuzzy ordered decision tables	9
Editorial Board	8
Adversarial domain adaptation network for tumor image diagnosis	8
Chain graph structure learning based on minimal c-separation trees	8
Three-way conflict analysis in dual hesitant fuzzy situation tables	8
Tensor approximation of cooperative games and their semivalues	8
Three-way decisions with evaluative linguistic expressions	8
Belief rule learning and reasoning for classification based on fuzzy belief decision tree	8
Uncertainty quantification in logistic regression using random fuzzy sets and belief functions	8
Uncertainty-based knowledge distillation for Bayesian deep neural network compression	8
Sequential 3WD-based local optimal scale selection in dynamic multi-scale decision information systems	8
Similarity of intuitionistic fuzzy sets and its applications	8
Approximations of system W for inference from strongly and weakly consistent belief bases	8
Decision with belief functions and generalized independence: Two impossibility theorems	8
Cautious classification based on belief functions theory and imprecise relabelling	7
Multi-label feature selection based on fuzzy rough sets with metric learning and label enhancement	7
Three-way concept lattice from adjunctive positive and negative concepts	7
Information efficient learning of complexly structured preferences: Elicitation procedures and their application to decision making under uncertainty	7
Confidence assessment in safety argument structure - Quantitative vs. qualitative approaches	7
The logic behind desirable sets of things, and its filter representation	7
AMG-DTRS: Adaptive multi-granulation decision-theoretic rough sets	7
Information graphs and their use for Bayesian network graph construction	7
Glenn Shafer — A short biography	7
The measurement of relations on belief functions based on the Kantorovich problem and the Wasserstein metric	7
Incorporating ignorance within game theory: An imprecise probability approach	7
Feature selection for multi-label learning based on variable-degree multi-granulation decision-theoretic rough sets	7
A novel multi-granularity three-way decision making approach in q-rung orthopair fuzzy information systems	7
Probability and statistics: Foundations and history. Special Issue in honor of Glenn Shafer	7
Distributivity of N-ordinal sum fuzzy implications over t-norms and t-conorms	7
Incremental reduction methods based on granular ball neighborhood rough sets and attribute grouping	6
On topologies defined by neighbourhood operators of approximation spaces	6
Information structures in a fuzzy set-valued information system based on granular computing	6
LCM from FCA point of view: A CbO-style algorithm with speed-up features	6
Incremental fuzzy rough sets based feature subset selection using fuzzy min-max neural network preprocessing	6
Data-driven modeling with fuzzy sets and manifolds	6
An approach to improve argumentation-based epistemic planning with contextual preferences	6
Editorial Board	6

Editorial Board	6
Editorial Board	6
The extended Recursive Noisy OR model: Static and dynamic considerations	6
The Twelfth International Symposium on Imprecise Probabilities: Theories and Applications (ISIPTA-21)	6
A heuristic concept construction approach to collaborative recommendation	6
Investigations of T-power based implications satisfying some functional equations related to reasoning schemes	6
Deciding when to quit the gambler's ruin game with unknown probabilities	6
Dilation properties of coherent Nearly-Linear models	6
Instance weighting through data imprecisiation	6
Special Issue on Robustness in Probabilistic Graphical Models	6
Aggregation and definition of an algebraic framework for fuzzy time series: An application in the supply-demand domain	6
Learning decision catalogues for situated decision making: The case of scoring systems	5
Graph neural networks-based preference learning method for object ranking	5
Generalized decision directed acyclic graphs for classification tasks	5
Coherent and Archimedean choice in general Banach spaces	5
Overlap function-based fuzzy β-covering relations and fuzzy β-covering rough set models	5
Semi-supervised attribute reduction for partially labeled categorical data based on predicted label	5
Multi-label learning via minimax probability machine	5
Pointwise mutual information sparsely embedded feature selection	5
A general framework for personalising post hoc explanations through user knowledge integration	5
Towards an effective practice of learning from data and knowledge	5
Systematic attribute reductions based on double granulation structures and three-view uncertainty measures in interval-set decision systems	5
Distribution-free Inferential Models: Achieving finite-sample valid probabilistic inference, with emphasis on quantile regression	5
Editorial Board	5
A new type of dyad fuzzy β-covering rough set models base on fuzzy information system and its practical application	5
Editorial Board	5
Computing crisp bisimulations for fuzzy structures	5
Coherent checking and updating of Bayesian models without specifying the model space: A decision-theoretic semantics for possibility theory	5
On (I,O)-fuzzy rough sets based on overlap functions	5
Quantified neural Markov logic networks	5
Induction of interval shadowed sets from the perspective of maintaining fuzziness	5
Improvements proposed to noisy-OR derivatives for multi-causal analysis: A case study of simultaneous electromagnetic disturbances	5
Robust fuzzy clustering of time series based on B-splines	5
Coherent conditional previsions with respect to inner and outer Hausdorff measures to represent conscious and unconscious human brain activity	5
Phenotyping OSA: a time series analysis using fuzzy clustering and persistent homology	5
Optimal scale selection and knowledge discovery in generalized multi-scale decision tables	5
The uncertain ordered weighted averaging adequacy coefficient operator	5
Strictly frequentist imprecise probability	5
Minimality, necessity and sufficiency for argumentation and explanation	4
Data complexity: An FCA-based approach	4
Optimal scale selection based on multi-scale single-valued neutrosophic decision-theoretic rough set with cost-sensitivity	4
An answer set programming-based implementation of epistemic probabilistic event calculus	4
Interval type-2 possibilistic fuzzy clustering noisy image segmentation algorithm with adaptive spatial constraints and local feature weighting & clustering weighting	4
Variable radius neighborhood rough sets and attribute reduction	4
Explaining answers generated by knowledge graph embeddings	4
Cautious classifier ensembles for set-valued decision-making	4
Re-sampling of multi-class imbalanced data using belief function theory and ensemble learning	4
Making inferences in incomplete Bayesian networks: A Dempster-Shafer belief function approach	4
A preferential interpretation of MultiLayer Perceptrons in a conditional logic with typicality	4
Analysis and enhanced prediction of the Spanish Electricity Network through Big Data and Machine Learning techniques	4
Conflict analysis based on three-way decision for triangular fuzzy information systems	4
Robust optimization with belief functions	4
Symbols-Meaning-Value (SMV) space as a basis for a conceptual model of data science	4
Rule acquisition in generalized multi-scale information systems with multi-scale decisions	4
Neighborhood relation-based variable precision multigranulation Pythagorean fuzzy rough set approach for multi-attribute group decision making	4
Processing distortion models: A comparative study	4
On computing probabilistic abductive explanations	4
The YODO algorithm: An efficient computational framework for sensitivity analysis in Bayesian networks	4
Double-quantitative rough sets, optimal scale selection and reduction in multi-scale dominance IF decision tables	4
Rule extraction based on linguistic-valued intuitionistic fuzzy layered concept lattice	4
A novel information fusion method using improved entropy measure in multi-source incomplete interval-valued datasets	4
Granular rough sets and granular shadowed sets: Three-way approximations in Pawlak approximation spaces	4
Selective label enhancement for multi-label classification based on three-way decisions	4
Multi-attribute group three-way decision making with degree-based linguistic term sets	4
A universal approach to imprecise probabilities in possibility theory	4
A fast neighborhood classifier based on hash bucket with application to medical diagnosis	4
Learning from fuzzy labels: Theoretical issues and algorithmic solutions	4
A probabilistic analysis of selected notions of iterated conditioning under coherence	4
Sequential merging and construction of rankings as cognitive logic	4
On conditional belief functions in directed graphical models in the Dempster-Shafer theory	4
Multi-attribute three-way decisions based on ideal solutions under interval-valued intuitionistic fuzzy environment	4
Goal-hiding information-seeking dialogues: A formal framework	4
Strudel: A fast and accurate learner of structured-decomposable probabilistic circuits	3
Editorial Board	3
Independent natural extension for choice functions	3
Fuzzy closure systems: Motivation, definition and properties	3
Estimating the coverage measure and the area explored by a line-sweep sensor on the plane	3
Editorial Board	3
Update of optimal scale in dynamic multi-scale decision information systems	3
Learning and total evidence with imprecise probabilities	3
Pairwise comparisons matrix decomposition into approximation and orthogonal component using Lie theory	3
Argument strength in probabilistic argumentation based on defeasible rules	3
Coincidences of nonlinear integrals related to ordered pair of non-additive measures	3
Spatiotemporal adaptive neural network for long-term forecasting of financial time series	3
Qualitative reasoning in a two-layered framework	3
On standard completeness and finite model property for a probabilistic logic on Łukasiewicz events	3
A logical reasoning based decision making method for handling qualitative knowledge	3
A formal study of a generalized rough set model based on subset approximation structure	3
A novel interval-valued data driven type-2 possibilistic local information c-means clustering for land cover classification	3
An inferential model-based method for testing homogeneity of several variances against tree-ordered alternatives	3
Quantum indistinguishability through exchangeability	3
An auto-weighted enhanced horizontal collaborative fuzzy clustering algorithm with knowledge adaption mechanism	3
Improving and benchmarking of algorithms for Γ-maximin, Γ-maximax and interval dominance	3
Detection of rare events with uncertain outcomes	3
Three-way conflict analysis based on hesitant fuzzy information systems	3