International Journal of Approximate Reasoning

Article	Citations
Dynamic reliability analysis of nonlinear structures using a Duffing-system-based equivalent nonlinear system method	59
Conflict analysis based on three-way decision for triangular fuzzy information systems	56
Symbols-Meaning-Value (SMV) space as a basis for a conceptual model of data science	55
The Dao of three-way decision and three-world thinking	54
New measures of alliance and conflict for three-way conflict analysis	48
A novel multi-granularity three-way decision making approach in q-rung orthopair fuzzy information systems	47
Granular rough sets and granular shadowed sets: Three-way approximations in Pawlak approximation spaces	45
Label distribution feature selection for multi-label classification with rough set	43
Belief functions and rough sets: Survey and new insights	43
Incomplete three-way multi-attribute group decision making based on adjustable multigranulation Pythagorean fuzzy probabilistic rough sets	37
A novel quantum grasshopper optimization algorithm for feature selection	37
Three-way decision based on confidence level change in rough set	36
Fuzzy β-covering approximation spaces	35
An evolutionary strategic weight manipulation approach for multi-attribute decision making: TOPSIS method	35
Multiple attribute group decision making based on multigranulation probabilistic models, MULTIMOORA and TPOP in incomplete q-rung orthopair fuzzy information systems	35
Formal concept analysis perspectives on three-way conflict analysis	34
Partial-overall dominance three-way decision models in interval-valued decision systems	33
Random sampling accelerator for attribute reduction	32
On (I,O)-fuzzy rough sets based on overlap functions	31
The dynamic update method of attribute-induced three-way granular concept in formal contexts	30
Three-way conflict analysis based on incomplete situation tables: A tentative study	30
Large-scale empirical validation of Bayesian Network structure learning algorithms with noisy data	30
Clustering-based simultaneous forecasting of life expectancy time series through Long-Short Term Memory Neural Networks	29
Three-way conflict analysis based on hesitant fuzzy information systems	29
A novel method to attribute reduction based on weighted neighborhood probabilistic rough sets	29

A review of sequential three-way decision and multi-granularity learning	29
Rough set-based feature selection for weakly labeled data	29
Lymphoma segmentation from 3D PET-CT images using a deep evidential network	28
Fuzzy extensions of the dominance-based rough set approach	28
Double-quantitative rough sets, optimal scale selection and reduction in multi-scale dominance IF decision tables	26
Multi-attribute three-way decisions based on ideal solutions under interval-valued intuitionistic fuzzy environment	25
AMG-DTRS: Adaptive multi-granulation decision-theoretic rough sets	25
Hierarchical sequential three-way decision model	24
An error correction prediction model based on three-way decision and ensemble learning	24
Evidential instance selection for K-nearest neighbor classification of big data	23
Model-based fuzzy time series clustering of conditional higher moments	23
An improved three-way decision model based on prospect theory	23
A universal approach to imprecise probabilities in possibility theory	23
A Survey on Causal Discovery: Theory and Practice	23
Formal concept analysis, rough sets, and three-way decisions	22
Variable-precision three-way concepts in L-contexts	22
Hierarchical neighborhood entropy based multi-granularity attribute reduction with application to gene prioritization	21
Residuated implications derived from quasi-overlap functions on lattices	21
Attributes reduction algorithms for m-polar fuzzy relation decision systems	20
Similarity of intuitionistic fuzzy sets and its applications	19
A spatial filtering inspired three-way clustering approach with application to outlier detection	19
Feature selection and threshold method based on fuzzy joint mutual information	19
Rule extraction based on linguistic-valued intuitionistic fuzzy layered concept lattice	19
Trust recommendation mechanism-based consensus model for Pawlak conflict analysis decision making	18
On (O,G)-fuzzy rough sets based on overlap and grouping functions over complete lattices	18
A novel granular computing model based on three-way decision	18
Ensemble learning using three-way density-sensitive spectral clustering	18
Robust fuzzy clustering of time series based on B-splines	18
Three-way conflict analysis in dual hesitant fuzzy situation tables	17
Some further results about uninorms on bounded lattices	17
Analysis and enhanced prediction of the Spanish Electricity Network through Big Data and Machine Learning techniques	17
A new type of dyad fuzzy β-covering rough set models base on fuzzy information system and its practical application	17
Three-way recommendation model based on shadowed set with uncertainty invariance	17
Variable radius neighborhood rough sets and attribute reduction	17
A bipolar three-way decision model and its application in analyzing incomplete data	16
Extended belief rule-based model for environmental investment prediction with indicator ensemble selection	16
Testing exchangeability: Fork-convexity, supermartingales and e-processes	16
A three-way clustering approach using image enhancement operations	16
Hierarchical time series clustering on tail dependence with linkage based on a multivariate copula approach	16
The structure theorem of three-way concept lattice	16
Belief rule mining using the evidential reasoning rule for medical diagnosis	15
Quantile-based fuzzy C-means clustering of multivariate time series: Robust techniques	15
Multigranulation fuzzy probabilistic rough set model on two universes	15
A semi-supervised deep learning image caption model based on Pseudo Label and N-gram	15
Two clustering methods based on the Ward's method and dendrograms with interval-valued dissimilarities for interval-valued data	15
A note on the relationships between generalized rough sets and topologies	15
The generalized sigmoid function and its connection with logical operators	15
Lexicon-based sentiment analysis in texts using Formal Concept Analysis	14
A novel three-way decision model with DEA method	14
Rule acquisition in generalized multi-scale information systems with multi-scale decisions	14

Attribute reduction based on D-S evidence theory in a hybrid information system	14
Constructing uninorms on bounded lattices by using additive generators	14
Sequential multi-class three-way decisions based on cost-sensitive learning	14
Multigranular rough set model based on robust intuitionistic fuzzy covering with application to feature selection	14
Robust moving object detection based on fusing Atanassov's Intuitionistic 3D Fuzzy Histon Roughness Index and texture features	14
A fuzzy content-based group recommender system with dynamic selection of the aggregation functions	14
Compound conditionals, Fréchet-Hoeffding bounds, and Frank t-norms	13
Granular fuzzy sets and three-way approximations of fuzzy sets	13
Multiple multidimensional linguistic reasoning algorithm based on property-oriented linguistic concept lattice	13
Multi-granularity sequential three-way recommendation based on collaborative deep learning	13
Couple fuzzy covering rough set models and their generalizations to CCD lattices	13
Thirty years of credal networks: Specification, algorithms and complexity	12
Three-way approximate reduct based on information-theoretic measure	12
Cost-sensitive sequential three-way decision for information system with fuzzy decision	12
Concept lattice simplification with fuzzy linguistic information based on three-way clustering	12
n-Dimensional (S,N)-implications	12
Feature selection for multi-label learning based on variable-degree multi-granulation decision-theoretic rough sets	12
Graded polygons of opposition in fuzzy formal concept analysis	12
On interval RO	12
Deep evidential fusion network for medical image classification	12
On the extended Choquet-Sugeno-like operator	12
A robust support vector regression with exact predictors and fuzzy responses	11
Graph neural networks induced by concept lattices for classification	11
Algebraic aspects and coherence conditions for conjoined and disjoined conditionals	11
Few-shot learning based on hierarchical classification via multi-granularity relation networks	11
Multi-attribute group three-way decision making with degree-based linguistic term sets	11
Abduction with probabilistic logic programming under the distribution semantics	11
Three-way approximation of decision granules based on the rough set approach	11
A novel interval-valued data driven type-2 possibilistic local information c-means clustering for land cover classification	11
Adversarial domain adaptation network for tumor image diagnosis	11
A constructing approach to multi-granularity object-induced three-way concept lattices	11
Fast semi-supervised evidential clustering	11
Information-theoretic partially labeled heterogeneous feature selection based on neighborhood rough sets	11
Asymmetric dependence in the stochastic frontier model using skew normal copula	11
Wavelet-based fuzzy clustering of interval time series	10
Aggregation functions on n-dimensional ordered vectors equipped with an admissible order and an application in multi-criteria group decision-making	10
On the classification of financial data with domain agnostic features	10
Incremental fuzzy rough sets based feature subset selection using fuzzy min-max neural network preprocessing	10
A generalized model of three-way decision with ranking and reference tuple	10
Rough set approaches in knowledge structures	10
Effective and efficient structure learning with pruning and model averaging strategies	10
Neighborhood relation-based variable precision multigranulation Pythagorean fuzzy rough set approach for multi-attribute group decision making	10
Achieving threshold consistency in three-way group decision using optimization methodology and expert-weight-updating-strategy	10
Information structures in a fuzzy set-valued information system based on granular computing	10
Spark solutions for discovering fuzzy association rules in Big Data	10
Classifying and completing word analogies by machine learning	10
A copula-based uncertainty propagation method for structures with correlated parametric p-boxes	10
Update of optimal scale in dynamic multi-scale decision information systems	10
A novel rough set method based on adjustable-perspective dominance relations in intuitionistic fuzzy ordered decision tables	10
Sequential 3WD-based local optimal scale selection in dynamic multi-scale decision information systems	10
A Bayesian method for calibration and aggregation of expert judgement	9
Relationships between relation-based rough sets and belief structures	9
A probabilistic deontic argumentation framework	9
Efficient vectors for simple perturbed consistent matrices	9
Selective label enhancement for multi-label classification based on three-way decisions	9
Semiring programming: A semantic framework for generalized sum product problems	9
A novel variable precision rough set attribute reduction algorithm based on local attribute significance	9
Gaussian fuzzy theoretic analysis for variational learning of nested compositions	9
Using Credal C4.5 for Calibrated Label Ranking in Multi-Label Classification	9
A particular upper expectation as global belief model for discrete-time finite-state uncertain processes	8
AH3: An adaptive hierarchical feature representation model for three-way decision boundary processing	8
On the failings of Shapley values for explainability	8
Interval type-2 possibilistic fuzzy clustering noisy image segmentation algorithm with adaptive spatial constraints and local feature weighting & clustering weighting	8
Characterizing fuzzy simulations for fuzzy labeled transition systems in fuzzy propositional dynamic logic	8
Fuzzy simulations and bisimulations between fuzzy automata	8
Choquet-based fuzzy rough sets	8
A heuristic concept construction approach to collaborative recommendation	8
Clustering nonlinear time series with neural network bootstrap forecast distributions	8
Some thoughts on knowledge-enhanced machine learning	8
A rule-based granular model development for interval-valued time series	8
Processing distortion models: A comparative study	8
Parameterized maximum-entropy-based three-way approximate attribute reduction	8
Limited approximate bisimulations and the corresponding rough approximations	7
Cophenetic-based fuzzy clustering of time series by linear dependency	7
Evidential prototype-based clustering based on transfer learning	7
Qualitative capacities: Basic notions and potential applications	7
Semi-monolayer covering rough set on set-valued information systems and its efficient computation	7
Measuring effectiveness of movement-based three-way decision using fuzzy Markov model	7
On nonlinear expectations and Markov chains under model uncertainty	7
Fuzzy clustering of time series with time-varying memory	7

Pointwise mutual information sparsely embedded feature selection	7
Migrativity properties of uninorms over 2-uninorms	7
A three-way clustering method based on improved density peaks algorithm and boundary detection graph	7
Entropy for evaluation of Dempster-Shafer belief function models	7
Spatiotemporal adaptive neural network for long-term forecasting of financial time series	7
Cautious classification based on belief functions theory and imprecise relabelling	7
A general bi-clustering algorithm for object data with an application to the analysis of a Lombardy railway line	6
A constraint-based algorithm for the structural learning of continuous-time Bayesian networks	6
Graded cubes of opposition in fuzzy formal concept analysis	6
Generalized inferential models for censored data	6
Deciding when to quit the gambler's ruin game with unknown probabilities	6
On interval fuzzy implications derived from interval additive generators of interval t-norms	6
Discrete overlap functions: Basic properties and constructions	6
Label distribution learning with noisy labels via three-way decisions	6
Spatial-temporal single object tracking with three-way decision theory	6
Re-sampling of multi-class imbalanced data using belief function theory and ensemble learning	6
Information efficient learning of complexly structured preferences: Elicitation procedures and their application to decision making under uncertainty	6
Random sets, copulas and related sets of probability measures	6
Introducing the closure structure and the GDPM algorithm for mining and understanding a tabular dataset	6
Nondeterministic finite automata based on quantum logic: Language equivalence relation and robustness	6
Typicality: A formal concept analysis account	6
Bayesian nonparametric change point detection for multivariate time series with missing observations	6
Constructing overlap functions via multiplicative generators on complete lattices	6
Making inferences in incomplete Bayesian networks: A Dempster-Shafer belief function approach	6
Formal analysis of Peterson's rules for checking validity of syllogisms with intermediate quantifiers	6
Hierarchical variable clustering via copula-based divergence measures between random vectors	5
-implications on finite scales	5
On conditional probabilities and their canonical extensions to Boolean algebras of compound conditionals	5
A study of algorithms relating distributive lattices, median graphs, and Formal Concept Analysis	5
Efficient approaches for maintaining dominance-based multigranulation approximations with incremental granular structures	5
OWA fuzzy regression	5
Qualitative reasoning in a two-layered framework	5
Validity, consonant plausibility measures, and conformal prediction	5
Distributivity of N-ordinal sum fuzzy implications over t-norms and t-conorms	5
On a distribution form of subcopulas	5
Various fuzzy connections and fuzzy concepts in complete co-residuated lattices	5
A trivariate Gaussian copula stochastic frontier model with sample selection	5
Note on topologies induced by coverings of approximation spaces	5
Semi-supervised feature selection for partially labeled mixed-type data based on multi-criteria measure approach	5
Some implicative topological quasi-Boolean algebras and rough set models	5
On the derivation of weights from incomplete pairwise comparisons matrices via spanning trees with crisp and fuzzy confidence levels	5
Randomness is inherently imprecise	5
Formal concept analysis approach to understand digital evidence relationships	5
Uncertainty quantification in logistic regression using random fuzzy sets and belief functions	5
Attribute granulation in fuzzy formal contexts based on L-fuzzy concepts	5
A compositional approach to probabilistic knowledge compilation	5
Necessity of two normalities for the priority vectors of additively consistent fuzzy preference relations with application to group decision making	5
Hierarchical classification based on coarse- to fine-grained knowledge transfer	5
Projectivity and unification in substructural logics of generalized rotations	5
Lattice-valued tree pushdown automata: Pumping lemma and closure properties	5
A test to compare interval time series	5
Pairwise comparisons matrix decomposition into approximation and orthogonal component using Lie theory	5
Macsum: A new interval-valued linear operator	5
Optimal scale selection based on multi-scale single-valued neutrosophic decision-theoretic rough set with cost-sensitivity	5
Interval-valued kriging for geostatistical mapping with imprecise inputs	5
Semantic classification of qualitative conditionals and calculating closures of nonmonotonic inference relations	5
Generalised graded interpolation	4
A geometric characterization of sensitivity analysis in monomial models	4
Three-way decision-based noise correction for crowdsourcing	4
Revealed preference in argumentation: Algorithms and applications	4
A fast belief rule base generation and reduction method for classification problems	4
A formal study of a generalized rough set model based on subset approximation structure	4
Learning Bayesian networks from incomplete data with the node-average likelihood	4
Coherent checking and updating of Bayesian models without specifying the model space: A decision-theoretic semantics for possibility theory	4
LCM from FCA point of view: A CbO-style algorithm with speed-up features	4
Adjunctive three-way concepts from positive and negative concepts in lattice-valued formal contexts	4
Rough set reasoning using answer set programs	4
Three-way decisions method based on matrices approaches oriented dynamic interval-valued information system	4
Probability envelopes and their Dempster-Shafer approximations in statistical matching	4
Analogy-based classifiers: An improved algorithm exploiting competent data pairs	4
A novel kernelized total Bregman divergence-based fuzzy clustering with local information for image segmentation	4
Dynamic panel fuzzy time series model and its application to econometric time series	4
Fuzzy closure systems: Motivation, definition and properties	4
Bi-directional adaptive neighborhood rough sets based attribute subset selection	4
Optimal scale selection and knowledge discovery in generalized multi-scale decision tables	4
Instance weighting through data imprecisiation	4
Preservation of properties of residuated algebraic structure by structures for the partial fuzzy set theory	4
Conditional distributivity equation of semi-uninorms over uninorms	4
Lattices defined by multigranular rough sets	4
Possibility-theoretic statistical inference offers performance and probativeness assurances	4
An updated method of granular reduct based on cognitive operators in formal contexts	4
Log-optimal anytime-valid E-values	4
Rough L-fuzzy sets: Their representation and related structures	4
A logical reasoning based decision making method for handling qualitative knowledge	4
A preferential interpretation of MultiLayer Perceptrons in a conditional logic with typicality	4
A general framework for personalising post hoc explanations through user knowledge integration	4
Attribute reduction based on fusion information entropy	4
Textural dependency and concept lattices	4
Valid inferential models for prediction in supervised learning problems	3
Notes on the lattice of fuzzy rough sets with crisp reference sets	3
Nonlinear desirability theory	3
On subjective expected value under ambiguity	3
Steps towards causal Formal Concept Analysis	3
Notes on integer partitions	3
From equivalence queries to PAC learning: The case of implication theories	3