International Journal of Approximate Reasoning

Article	Citations
A multiple attribute decision making three-way model for intuitionistic fuzzy numbers	109
Accelerator for supervised neighborhood based attribute reduction	72
Dynamic reliability analysis of nonlinear structures using a Duffing-system-based equivalent nonlinear system method	55
Multi-granulation method for information fusion in multi-source decision information system	53
Conflict analysis based on three-way decision for triangular fuzzy information systems	47
Symbols-Meaning-Value (SMV) space as a basis for a conceptual model of data science	45
A heuristic representation learning based on evidential memberships: Case study of UCI-SPECTF	41
On distributive laws between 2-uninorms and overlap (grouping) functions	39
A novel multi-granularity three-way decision making approach in q-rung orthopair fuzzy information systems	38
Granular rough sets and granular shadowed sets: Three-way approximations in Pawlak approximation spaces	37
New measures of alliance and conflict for three-way conflict analysis	37
Probabilistic stability analyses of slope reinforced with piles in spatially variable soils	36
Label distribution feature selection for multi-label classification with rough set	35
A novel quantum grasshopper optimization algorithm for feature selection	35
Three-way decision with incomplete information based on similarity and satisfiability	34
Belief functions and rough sets: Survey and new insights	32
A new rule reduction and training method for extended belief rule base based on DBSCAN algorithm	32
On properties of a new decomposable entropy of Dempster-Shafer belief functions	32
Fuzzy β-covering approximation spaces	32
A binary water wave optimization for feature selection	31
Incomplete three-way multi-attribute group decision making based on adjustable multigranulation Pythagorean fuzzy probabilistic rough sets	31
An evolutionary strategic weight manipulation approach for multi-attribute decision making: TOPSIS method	31
Three-way decision based on confidence level change in rough set	30
The three-way-in and three-way-out framework to treat and exploit ambiguity in data	30
Random sampling accelerator for attribute reduction	29

The dynamic update method of attribute-induced three-way granular concept in formal contexts	29
Constructing three-way concept lattice based on the composite of classical lattices	29
Partial-overall dominance three-way decision models in interval-valued decision systems	29
A variable and a fixed ordering of intervals and their application in optimization with interval-valued functions	27
On (I,O)-fuzzy rough sets based on overlap functions	27
Strategy selection under entropy measures in movement-based three-way decision	27
Double-quantitative variable consistency dominance-based rough set approach	27
Mean-entropy-based shadowed sets: A novel three-way approximation of fuzzy sets	27
BWM and MULTIMOORA-based multigranulation sequential three-way decision model for multi-attribute group decision-making problem	27
Multiple attribute group decision making based on multigranulation probabilistic models, MULTIMOORA and TPOP in incomplete q-rung orthopair fuzzy information systems	26
Label distribution learning: A local collaborative mechanism	26
Fuzzy extensions of the dominance-based rough set approach	26
Clustering-based simultaneous forecasting of life expectancy time series through Long-Short Term Memory Neural Networks	25
Rough set-based feature selection for weakly labeled data	25
Three-way conflict analysis based on hesitant fuzzy information systems	24
Probabilities of conditionals and previsions of iterated conditionals	24
Three-way conflict analysis based on incomplete situation tables: A tentative study	24
Large-scale empirical validation of Bayesian Network structure learning algorithms with noisy data	24
A novel method to attribute reduction based on weighted neighborhood probabilistic rough sets	23
Double-quantitative rough sets, optimal scale selection and reduction in multi-scale dominance IF decision tables	23
Incremental updating probabilistic neighborhood three-way regions with time-evolving attributes	22
An interval-valued utility theory for decision making with Dempster-Shafer belief functions	22
AMG-DTRS: Adaptive multi-granulation decision-theoretic rough sets	22
Hierarchical sequential three-way decision model	21
Model-based fuzzy time series clustering of conditional higher moments	21
Variable-precision three-way concepts in L-contexts	21
A universal approach to imprecise probabilities in possibility theory	21
Formal concept analysis perspectives on three-way conflict analysis	21
Evidential instance selection for K-nearest neighbor classification of big data	21
The relationships between topologies and generalized rough sets	20
Multi-attribute three-way decisions based on ideal solutions under interval-valued intuitionistic fuzzy environment	20
Multilevel surrogate modeling approach for optimization problems with polymorphic uncertain parameters	19
Toward a Dempster-Shafer theory of concepts	19
Residuated implications derived from quasi-overlap functions on lattices	19
An error correction prediction model based on three-way decision and ensemble learning	19
Attributes reduction algorithms for m-polar fuzzy relation decision systems	18
Similarity of intuitionistic fuzzy sets and its applications	18
An improved three-way decision model based on prospect theory	17
The joy of Probabilistic Answer Set Programming: Semantics, complexity, expressivity, inference	17
The Dao of three-way decision and three-world thinking	17
Heuristic-based feature selection for rough set approach	17
A review of sequential three-way decision and multi-granularity learning	17
Robust fuzzy clustering of time series based on B-splines	17
On (O,G)-fuzzy rough sets based on overlap and grouping functions over complete lattices	16
Three-way recommendation model based on shadowed set with uncertainty invariance	16
Rule extraction based on linguistic-valued intuitionistic fuzzy layered concept lattice	16
A spatial filtering inspired three-way clustering approach with application to outlier detection	16
A new type of dyad fuzzy β-covering rough set models base on fuzzy information system and its practical application	16
Lymphoma segmentation from 3D PET-CT images using a deep evidential network	16
Testing exchangeability: Fork-convexity, supermartingales and e-processes	15

Formal concept analysis, rough sets, and three-way decisions	15
Incremental reasoning in probabilistic Signal Temporal Logic	15
Some further results about uninorms on bounded lattices	15
Belief function of Pythagorean fuzzy rough approximation space and its applications	14
Hierarchical neighborhood entropy based multi-granularity attribute reduction with application to gene prioritization	14
A semi-supervised deep learning image caption model based on Pseudo Label and N-gram	14
Ensemble learning using three-way density-sensitive spectral clustering	14
Multigranulation fuzzy probabilistic rough set model on two universes	14
Feature selection and threshold method based on fuzzy joint mutual information	14
Trust recommendation mechanism-based consensus model for Pawlak conflict analysis decision making	14
Extended belief rule-based model for environmental investment prediction with indicator ensemble selection	14
Quantile-based fuzzy C-means clustering of multivariate time series: Robust techniques	13
Attribute implications in L-concept analysis with positive and negative attributes: Validity and properties of models	13
A note on the relationships between generalized rough sets and topologies	13
Prejudice in uncertain information merging: Pushing the fusion paradigm of evidence theory further	13
Analysis and enhanced prediction of the Spanish Electricity Network through Big Data and Machine Learning techniques	13
Belief rule mining using the evidential reasoning rule for medical diagnosis	13
Granulation in Rough Set Theory: A novel perspective	13
On the quantification and efficient propagation of imprecise probabilities with copula dependence	12
Compound conditionals, Fréchet-Hoeffding bounds, and Frank t-norms	12
The generalized sigmoid function and its connection with logical operators	12
Graded polygons of opposition in fuzzy formal concept analysis	12
n-Dimensional (S,N)-implications	12
A Survey on Causal Discovery: Theory and Practice	12
Constructions of overlap functions on bounded lattices	12
A model of three-way decisions for Knowledge Harnessing	12
A novel granular computing model based on three-way decision	12
Constructing uninorms on bounded lattices by using additive generators	12
Sequential multi-class three-way decisions based on cost-sensitive learning	12
The structure theorem of three-way concept lattice	11
Couple fuzzy covering rough set models and their generalizations to CCD lattices	11
On the extended Choquet-Sugeno-like operator	11
Attribute reduction based on D-S evidence theory in a hybrid information system	11
Wavelet-based fuzzy clustering of interval time series	11
A bipolar three-way decision model and its application in analyzing incomplete data	11
Three-way decision models based on multigranulation support intuitionistic fuzzy rough sets	11
Fast semi-supervised evidential clustering	11
On interval RO	11
Three-way conflict analysis in dual hesitant fuzzy situation tables	11
A robust support vector regression with exact predictors and fuzzy responses	11
Hierarchical time series clustering on tail dependence with linkage based on a multivariate copula approach	11
Abduction with probabilistic logic programming under the distribution semantics	11
Concept lattice simplification with fuzzy linguistic information based on three-way clustering	10
Two clustering methods based on the Ward's method and dendrograms with interval-valued dissimilarities for interval-valued data	10
Algebraic aspects and coherence conditions for conjoined and disjoined conditionals	10
Rule acquisition in generalized multi-scale information systems with multi-scale decisions	10
Cost-sensitive sequential three-way decision for information system with fuzzy decision	10
Multiple multidimensional linguistic reasoning algorithm based on property-oriented linguistic concept lattice	10
A novel interval-valued data driven type-2 possibilistic local information c-means clustering for land cover classification	10
Data meaning and knowledge discovery: Semantical aspects of information systems	10
Asymmetric dependence in the stochastic frontier model using skew normal copula	10
A three-way clustering approach using image enhancement operations	10
Multigranular rough set model based on robust intuitionistic fuzzy covering with application to feature selection	10
Robust moving object detection based on fusing Atanassov's Intuitionistic 3D Fuzzy Histon Roughness Index and texture features	10
Variable radius neighborhood rough sets and attribute reduction	10
Spark solutions for discovering fuzzy association rules in Big Data	10
Interval-valued fuzzy reasoning full implication algorithms based on the t-representable t-norm	9
An Ant Colony Optimization approach for symbolic regression using Straight Line Programs. Application to energy consumption modelling	9
Selective label enhancement for multi-label classification based on three-way decisions	9
Adversarial domain adaptation network for tumor image diagnosis	9
A constructing approach to multi-granularity object-induced three-way concept lattices	9
Multi-granularity sequential three-way recommendation based on collaborative deep learning	9
A novel three-way decision model with DEA method	9
Three-way approximate reduct based on information-theoretic measure	9
Probabilistic abstract argumentation frameworks, a possible world view	9
Information structures in a fuzzy set-valued information system based on granular computing	9
Relationships between relation-based rough sets and belief structures	9
Rough set approaches in knowledge structures	9
A min-max regret approach to maximum likelihood inference under incomplete data	9
Thirty years of credal networks: Specification, algorithms and complexity	9
Few-shot learning based on hierarchical classification via multi-granularity relation networks	9
Multi-attribute group three-way decision making with degree-based linguistic term sets	9
Incremental fuzzy rough sets based feature subset selection using fuzzy min-max neural network preprocessing	9
A fuzzy content-based group recommender system with dynamic selection of the aggregation functions	9
Classifying and completing word analogies by machine learning	9
A probabilistic deontic argumentation framework	9
A copula-based uncertainty propagation method for structures with correlated parametric p-boxes	9
AH3: An adaptive hierarchical feature representation model for three-way decision boundary processing	8
Testing the degree of overlap for the expected value of random intervals	8
Aggregation functions on n-dimensional ordered vectors equipped with an admissible order and an application in multi-criteria group decision-making	8

Gaussian fuzzy theoretic analysis for variational learning of nested compositions	8
Modeling agent's conditional preferences under objective ambiguity in Dempster-Shafer theory	8
A Bayesian method for calibration and aggregation of expert judgement	8
Information-theoretic partially labeled heterogeneous feature selection based on neighborhood rough sets	8
A generalized model of three-way decision with ranking and reference tuple	8
New two-sided confidence intervals for binomial inference derived using Walley's imprecise posterior likelihood as a test statistic	8
Characterizing fuzzy simulations for fuzzy labeled transition systems in fuzzy propositional dynamic logic	8
Effective and efficient structure learning with pruning and model averaging strategies	8
Neighborhood relation-based variable precision multigranulation Pythagorean fuzzy rough set approach for multi-attribute group decision making	8
Parameterized maximum-entropy-based three-way approximate attribute reduction	8
Fubini theorem and generalized Minkowski inequality for the pseudo-integral	7
Spatiotemporal adaptive neural network for long-term forecasting of financial time series	7
Three-way approximation of decision granules based on the rough set approach	7
Deep evidential fusion network for medical image classification	7
A particular upper expectation as global belief model for discrete-time finite-state uncertain processes	7
Weighted partial order oriented three-way decisions under score-based common voting rules	7
Update of optimal scale in dynamic multi-scale decision information systems	7
Sequential 3WD-based local optimal scale selection in dynamic multi-scale decision information systems	7
Some thoughts on knowledge-enhanced machine learning	7
Limited approximate bisimulations and the corresponding rough approximations	7
On nonlinear expectations and Markov chains under model uncertainty	7
On the classification of financial data with domain agnostic features	7
Distributivity between extended nullnorms and uninorms on fuzzy truth values	7
A heuristic concept construction approach to collaborative recommendation	7
Semiring programming: A semantic framework for generalized sum product problems	7
Measuring effectiveness of movement-based three-way decision using fuzzy Markov model	7
Nondeterministic finite automata based on quantum logic: Language equivalence relation and robustness	6
Typicality: A formal concept analysis account	6
Entropy and monotonicity in artificial intelligence	6
Extending characteristic relations on an incomplete data set by the three-way decision theory	6
A rule-based granular model development for interval-valued time series	6
Choquet-based fuzzy rough sets	6
Deciding when to quit the gambler's ruin game with unknown probabilities	6
Migrativity properties of uninorms over 2-uninorms	6
Using Credal C4.5 for Calibrated Label Ranking in Multi-Label Classification	6
Type-2 fuzzy multigranulation rough sets	6
Cophenetic-based fuzzy clustering of time series by linear dependency	6
On the approximation of a membership function by empirical quantile functions	6
Generalized inferential models for censored data	6
Processing distortion models: A comparative study	6
Pointwise mutual information sparsely embedded feature selection	6
Granular fuzzy sets and three-way approximations of fuzzy sets	6
Lexicon-based sentiment analysis in texts using Formal Concept Analysis	6
Fuzzy simulations and bisimulations between fuzzy automata	6
Evidential prototype-based clustering based on transfer learning	6
Fuzzy clustering of time series with time-varying memory	6
Aggregation of experts' opinions and conditional consensus opinion by the Steiner point	6
Information efficient learning of complexly structured preferences: Elicitation procedures and their application to decision making under uncertainty	6
Dependence space models to construct concept lattices	6
Graph neural networks induced by concept lattices for classification	5
-implications on finite scales	5
A three-way clustering method based on improved density peaks algorithm and boundary detection graph	5
A rule-based framework for risk assessment in the health domain	5
Graded cubes of opposition in fuzzy formal concept analysis	5
On the use of group theory to generalize elements of pairwise comparisons matrix: A cautionary note	5
Qualitative reasoning in a two-layered framework	5
OWA fuzzy regression	5
A novel rough set method based on adjustable-perspective dominance relations in intuitionistic fuzzy ordered decision tables	5
On interval fuzzy implications derived from interval additive generators of interval t-norms	5
On a distribution form of subcopulas	5
Discrete overlap functions: Basic properties and constructions	5
Note on topologies induced by coverings of approximation spaces	5
The Fuzzy Logic Programming language FASILL: Design and implementation	5
Entropy for evaluation of Dempster-Shafer belief function models	5
Efficient approaches for maintaining dominance-based multigranulation approximations with incremental granular structures	5
Bayesian nonparametric change point detection for multivariate time series with missing observations	5
Achieving threshold consistency in three-way group decision using optimization methodology and expert-weight-updating-strategy	5
Coherent checking and updating of Bayesian models without specifying the model space: A decision-theoretic semantics for possibility theory	5
Cautious classification based on belief functions theory and imprecise relabelling	5
Semi-monolayer covering rough set on set-valued information systems and its efficient computation	5
Introducing the closure structure and the GDPM algorithm for mining and understanding a tabular dataset	5
A trivariate Gaussian copula stochastic frontier model with sample selection	5
Clustering nonlinear time series with neural network bootstrap forecast distributions	5
Some implicative topological quasi-Boolean algebras and rough set models	5
A correctness result for synthesizing plans with loops in stochastic domains	5
Spatial-temporal single object tracking with three-way decision theory	5
A novel variable precision rough set attribute reduction algorithm based on local attribute significance	5
Pairwise comparisons matrix decomposition into approximation and orthogonal component using Lie theory	5
Re-sampling of multi-class imbalanced data using belief function theory and ensemble learning	5
Distributivity of N-ordinal sum fuzzy implications over t-norms and t-conorms	5
Depth-bounded Belief functions	5
Validity, consonant plausibility measures, and conformal prediction	4
LCM from FCA point of view: A CbO-style algorithm with speed-up features	4
Various fuzzy connections and fuzzy concepts in complete co-residuated lattices	4
A compositional approach to probabilistic knowledge compilation	4
Simple contrapositive assumption-based argumentation frameworks	4
Fuzzy closure systems: Motivation, definition and properties	4
Instance weighting through data imprecisiation	4
Formal analysis of Peterson's rules for checking validity of syllogisms with intermediate quantifiers	4
Rough set reasoning using answer set programs	4
A short note on decomposition and composition of knowledge	4
Interval type-2 possibilistic fuzzy clustering noisy image segmentation algorithm with adaptive spatial constraints and local feature weighting & clustering weighting	4
Topological operators of MW-topological rough approximations	4
Conditional distributivity equation of semi-uninorms over uninorms	4
Semantic classification of qualitative conditionals and calculating closures of nonmonotonic inference relations	4