International Journal of Approximate Reasoning

Article	Citations
Dynamic reliability analysis of nonlinear structures using a Duffing-system-based equivalent nonlinear system method	57
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	49
Symbols-Meaning-Value (SMV) space as a basis for a conceptual model of data science	46
A heuristic representation learning based on evidential memberships: Case study of UCI-SPECTF	43
A novel multi-granularity three-way decision making approach in q-rung orthopair fuzzy information systems	40
New measures of alliance and conflict for three-way conflict analysis	39
Granular rough sets and granular shadowed sets: Three-way approximations in Pawlak approximation spaces	38
Probabilistic stability analyses of slope reinforced with piles in spatially variable soils	37
Label distribution feature selection for multi-label classification with rough set	36
Three-way decision with incomplete information based on similarity and satisfiability	36
A novel quantum grasshopper optimization algorithm for feature selection	36
Belief functions and rough sets: Survey and new insights	34
A binary water wave optimization for feature selection	34
Fuzzy β-covering approximation spaces	32
Incomplete three-way multi-attribute group decision making based on adjustable multigranulation Pythagorean fuzzy probabilistic rough sets	32
An evolutionary strategic weight manipulation approach for multi-attribute decision making: TOPSIS method	32
Three-way decision based on confidence level change in rough set	30
BWM and MULTIMOORA-based multigranulation sequential three-way decision model for multi-attribute group decision-making problem	30
Constructing three-way concept lattice based on the composite of classical lattices	30
Multiple attribute group decision making based on multigranulation probabilistic models, MULTIMOORA and TPOP in incomplete q-rung orthopair fuzzy information systems	30
Partial-overall dominance three-way decision models in interval-valued decision systems	30
Random sampling accelerator for attribute reduction	29
The dynamic update method of attribute-induced three-way granular concept in formal contexts	29
A variable and a fixed ordering of intervals and their application in optimization with interval-valued functions	27

Fuzzy extensions of the dominance-based rough set approach	27
Mean-entropy-based shadowed sets: A novel three-way approximation of fuzzy sets	27
Double-quantitative variable consistency dominance-based rough set approach	27
Clustering-based simultaneous forecasting of life expectancy time series through Long-Short Term Memory Neural Networks	27
On (I,O)-fuzzy rough sets based on overlap functions	27
Label distribution learning: A local collaborative mechanism	26
Three-way conflict analysis based on incomplete situation tables: A tentative study	26
Rough set-based feature selection for weakly labeled data	26
Three-way conflict analysis based on hesitant fuzzy information systems	25
A novel method to attribute reduction based on weighted neighborhood probabilistic rough sets	25
The Dao of three-way decision and three-world thinking	24
Large-scale empirical validation of Bayesian Network structure learning algorithms with noisy data	24
Formal concept analysis perspectives on three-way conflict analysis	24
Probabilities of conditionals and previsions of iterated conditionals	24
AMG-DTRS: Adaptive multi-granulation decision-theoretic 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
Evidential instance selection for K-nearest neighbor classification of big data	22
An interval-valued utility theory for decision making with Dempster-Shafer belief functions	22
Multi-attribute three-way decisions based on ideal solutions under interval-valued intuitionistic fuzzy environment	22
Model-based fuzzy time series clustering of conditional higher moments	21
Hierarchical sequential three-way decision model	21
A universal approach to imprecise probabilities in possibility theory	21
Variable-precision three-way concepts in L-contexts	21
An error correction prediction model based on three-way decision and ensemble learning	20
Residuated implications derived from quasi-overlap functions on lattices	19
Toward a Dempster-Shafer theory of concepts	19
An improved three-way decision model based on prospect theory	18
Similarity of intuitionistic fuzzy sets and its applications	18
Lymphoma segmentation from 3D PET-CT images using a deep evidential network	18
A review of sequential three-way decision and multi-granularity learning	18
Attributes reduction algorithms for m-polar fuzzy relation decision systems	18
Robust fuzzy clustering of time series based on B-splines	17
Heuristic-based feature selection for rough set approach	17
The joy of Probabilistic Answer Set Programming: Semantics, complexity, expressivity, inference	17
Rule extraction based on linguistic-valued intuitionistic fuzzy layered concept lattice	17
A spatial filtering inspired three-way clustering approach with application to outlier detection	16
On (O,G)-fuzzy rough sets based on overlap and grouping functions over complete lattices	16
Formal concept analysis, rough sets, and three-way decisions	16
Three-way recommendation model based on shadowed set with uncertainty invariance	16
A new type of dyad fuzzy β-covering rough set models base on fuzzy information system and its practical application	16
Hierarchical neighborhood entropy based multi-granularity attribute reduction with application to gene prioritization	15
Extended belief rule-based model for environmental investment prediction with indicator ensemble selection	15
Trust recommendation mechanism-based consensus model for Pawlak conflict analysis decision making	15
Some further results about uninorms on bounded lattices	15
Testing exchangeability: Fork-convexity, supermartingales and e-processes	15
Belief rule mining using the evidential reasoning rule for medical diagnosis	14
Ensemble learning using three-way density-sensitive spectral clustering	14
A semi-supervised deep learning image caption model based on Pseudo Label and N-gram	14
Multigranulation fuzzy probabilistic rough set model on two universes	14

Feature selection and threshold method based on fuzzy joint mutual information	14
A note on the relationships between generalized rough sets and topologies	13
Hierarchical time series clustering on tail dependence with linkage based on a multivariate copula approach	13
Prejudice in uncertain information merging: Pushing the fusion paradigm of evidence theory further	13
Attribute implications in L-concept analysis with positive and negative attributes: Validity and properties of models	13
A novel granular computing model based on three-way decision	13
Three-way conflict analysis in dual hesitant fuzzy situation tables	13
Analysis and enhanced prediction of the Spanish Electricity Network through Big Data and Machine Learning techniques	13
Quantile-based fuzzy C-means clustering of multivariate time series: Robust techniques	13
A Survey on Causal Discovery: Theory and Practice	13
Granulation in Rough Set Theory: A novel perspective	13
Compound conditionals, Fréchet-Hoeffding bounds, and Frank t-norms	12
A bipolar three-way decision model and its application in analyzing incomplete data	12
Three-way decision models based on multigranulation support intuitionistic fuzzy rough sets	12
Attribute reduction based on D-S evidence theory in a hybrid information system	12
n-Dimensional (S,N)-implications	12
Constructing uninorms on bounded lattices by using additive generators	12
Constructions of overlap functions on bounded lattices	12
Sequential multi-class three-way decisions based on cost-sensitive learning	12
A model of three-way decisions for Knowledge Harnessing	12
On the quantification and efficient propagation of imprecise probabilities with copula dependence	12
Two clustering methods based on the Ward's method and dendrograms with interval-valued dissimilarities for interval-valued data	12
The generalized sigmoid function and its connection with logical operators	12
Graded polygons of opposition in fuzzy formal concept analysis	12
Multiple multidimensional linguistic reasoning algorithm based on property-oriented linguistic concept lattice	12
Multi-granularity sequential three-way recommendation based on collaborative deep learning	11
Wavelet-based fuzzy clustering of interval time series	11
Couple fuzzy covering rough set models and their generalizations to CCD lattices	11
A robust support vector regression with exact predictors and fuzzy responses	11
Fast semi-supervised evidential clustering	11
On interval RO	11
A three-way clustering approach using image enhancement operations	11
Concept lattice simplification with fuzzy linguistic information based on three-way clustering	11
Abduction with probabilistic logic programming under the distribution semantics	11
The structure theorem of three-way concept lattice	11
On the extended Choquet-Sugeno-like operator	11
A constructing approach to multi-granularity object-induced three-way concept lattices	10
Robust moving object detection based on fusing Atanassov's Intuitionistic 3D Fuzzy Histon Roughness Index and texture features	10
An Ant Colony Optimization approach for symbolic regression using Straight Line Programs. Application to energy consumption modelling	10
Variable radius neighborhood rough sets and attribute reduction	10
Cost-sensitive sequential three-way decision for information system with fuzzy decision	10
Multigranular rough set model based on robust intuitionistic fuzzy covering with application to feature selection	10
Few-shot learning based on hierarchical classification via multi-granularity relation networks	10
A novel interval-valued data driven type-2 possibilistic local information c-means clustering for land cover classification	10
Asymmetric dependence in the stochastic frontier model using skew normal copula	10
Spark solutions for discovering fuzzy association rules in Big Data	10
Classifying and completing word analogies by machine learning	10
A novel three-way decision model with DEA method	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
A fuzzy content-based group recommender system with dynamic selection of the aggregation functions	10
A probabilistic deontic argumentation framework	9
A copula-based uncertainty propagation method for structures with correlated parametric p-boxes	9
Three-way approximate reduct based on information-theoretic measure	9
Information structures in a fuzzy set-valued information system based on granular computing	9
Adversarial domain adaptation network for tumor image diagnosis	9
Gaussian fuzzy theoretic analysis for variational learning of nested compositions	9
Rough set approaches in knowledge structures	9
Thirty years of credal networks: Specification, algorithms and complexity	9
Effective and efficient structure learning with pruning and model averaging strategies	9
Selective label enhancement for multi-label classification based on three-way decisions	9
Multi-attribute group three-way decision making with degree-based linguistic term sets	9
A min-max regret approach to maximum likelihood inference under incomplete data	9
Interval-valued fuzzy reasoning full implication algorithms based on the t-representable t-norm	9
Neighborhood relation-based variable precision multigranulation Pythagorean fuzzy rough set approach for multi-attribute group decision making	9
Incremental fuzzy rough sets based feature subset selection using fuzzy min-max neural network preprocessing	9
Relationships between relation-based rough sets and belief structures	9
Lexicon-based sentiment analysis in texts using Formal Concept Analysis	8
A Bayesian method for calibration and aggregation of expert judgement	8
A generalized model of three-way decision with ranking and reference tuple	8
Characterizing fuzzy simulations for fuzzy labeled transition systems in fuzzy propositional dynamic logic	8
Aggregation functions on n-dimensional ordered vectors equipped with an admissible order and an application in multi-criteria group decision-making	8
Parameterized maximum-entropy-based three-way approximate attribute reduction	8
AH3: An adaptive hierarchical feature representation model for three-way decision boundary processing	8
Information-theoretic partially labeled heterogeneous feature selection based on neighborhood rough sets	8
New two-sided confidence intervals for binomial inference derived using Walley's imprecise posterior likelihood as a test statistic	8
Distributivity between extended nullnorms and uninorms on fuzzy truth values	7
A heuristic concept construction approach to collaborative recommendation	7
A particular upper expectation as global belief model for discrete-time finite-state uncertain processes	7
Graph neural networks induced by concept lattices for classification	7

Fubini theorem and generalized Minkowski inequality for the pseudo-integral	7
Weighted partial order oriented three-way decisions under score-based common voting rules	7
On the classification of financial data with domain agnostic features	7
Achieving threshold consistency in three-way group decision using optimization methodology and expert-weight-updating-strategy	7
Semi-monolayer covering rough set on set-valued information systems and its efficient computation	7
Some thoughts on knowledge-enhanced machine learning	7
Limited approximate bisimulations and the corresponding rough approximations	7
Granular fuzzy sets and three-way approximations of fuzzy sets	7
Evidential prototype-based clustering based on transfer learning	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
Sequential 3WD-based local optimal scale selection in dynamic multi-scale decision information systems	7
Deep evidential fusion network for medical image classification	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
The Fuzzy Logic Programming language FASILL: Design and implementation	7
On nonlinear expectations and Markov chains under model uncertainty	7
Update of optimal scale in dynamic multi-scale decision information systems	7