OOIR: Observatory of International Research

Papers

(The H4-Index of International Journal of Approximate Reasoning is 24. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-05-01 to 2026-05-01.)

Article	Citations
Nonlinear desirability theory	130
Morpho-logic from a topos perspective – application to symbolic AI	110
Preservation of properties of residuated algebraic structure by structures for the partial fuzzy set theory	96
Sensitivity analysis to unobserved confounding with copula-based normalizing flows	90
Fuzzy time series analysis: Expanding the scope with fuzzy numbers	65
Attribute reduction based on fusion information entropy	64
Attribute reduction method based on fuzzy relational equations and inequalities	59
A gradient method for inconsistency reduction of pairwise comparisons matrices	58
Towards machine learning as AGM-style belief change	45
A fuzzy content-based group recommender system with dynamic selection of the aggregation functions	44
Deep evidential fusion network for medical image classification	42
How to describe the spatial near-far relations among concepts?	37
Attribute reduction for heterogeneous data based on monotonic relative neighborhood granularity	37
Parameterized maximum-entropy-based three-way approximate attribute reduction	34
Cost-sensitive sequential three-way decision for information system with fuzzy decision	33
Distributed fusion-based algorithms for learning high-dimensional Bayesian Networks: Testing ring and star topologies	32
How artificial intelligence leads to knowledge why: An inquiry inspired by Aristotle’s Posterior Analytics	32
Being Bayesian about learning Gaussian Bayesian networks from incomplete data	31
Game-theoretic multi-granularity consensus adjustment for social network group decision-making	30
Tuning fuzzy SPARQL queries	30
Prospect utility with hyperbolic tangent function	27
Continuity and additivity properties of information decompositions	27
An exploration of weak Heyting algebras: Characterization and properties	26
Decision with belief functions and generalized independence: Two impossibility theorems	26
Identifying total causal effects in linear models under partial homoscedasticity	24

Attribute combination reduction in formal concept analysis: A theoretical characterization	24
Rule acquisition in generalized multi-scale information systems with multi-scale decisions	24
Chain graph structure learning based on minimal c-separation trees	24
Information efficient learning of complexly structured preferences: Elicitation procedures and their application to decision making under uncertainty	24
New paraconsistent modal logics based on rough modus ponens rules and their interrelations	24
Three-way concept lattice from adjunctive positive and negative concepts	24
Generalized decision directed acyclic graphs for classification tasks	24