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Fast copula variational inference

期刊: JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE, ; ()

Mean-field variational inference, built on fully factorisations, can be efficiently solved; however, it ignores the dependencies between latent variab......

Collaborative filtering based on multiple attribute decision making

期刊: JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE, ; ()

To address the sparsity problem, a novel collaborative filtering approach based on multiple attribute decision making (MADM-CF) is proposed. In MADM-C......

Multi-feature fusion refine network for video captioning

期刊: JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE, ; ()

Describing video content using natural language is an important part of video understanding. It needs to not only understand the spatial information o......

New findings on global exponential stability of inertial neural networks with both time-varying and distributed delays

期刊: JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE, ; ()

In this manuscript, inertial neural networks with both time- varying and distributed delays are studied. Applying inequality techniques and Lyapunov f......

High-performance attribute reduction on graphics processing unit

期刊: JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE, 2020; 32 (6)

Recently, graphics processing unit (GPU) gained lots of attention from academia and industry for its applicability in high-performance computing. It h......

Pseudo almost periodic solutions for neutral-type FCNNs with D operator and time-varying delays

期刊: JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE, 2019; 31 (2)

In this paper, a class of neutral-type fuzzy cellular neural networks with operator and time-varying delays is considered. By using the theory of fixe......

JIF:2.11

A mathematical analysis of improved EigenAnt algorithm

期刊: JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE, 2019; 31 (2)

As a variant of Ant Colony Optimization, the EigenAnt algorithm finds the shortest path between a source node and a destination node based on negative......

JIF:2.11

An attribute value frequency-based instance weighting filter for naive Bayes

期刊: JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE, 2019; 31 (2)

Due to its simplicity, efficiency and efficacy, naive Bayes (NB) continues to be one of the top 10 data mining algorithms. A mass of improved approach......

JIF:2.11

Averaged one-dependence inverted specific-class distance measure for nominal attributes

期刊: JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE, 0; ()

Scores of machine learning algorithms depend on a good distance measure to achieve high performance. The inverted specific-class distance measure, sim......

An emergent deep developmental model for auditory learning

期刊: JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE, 0; ()

Speech recognition performance of the machine has been greatly improved using artificial intelligence. However, compared with the superior recognition......

An improved invasive weed optimization algorithm for solving dynamic economic dispatch problems with valve-point effects

期刊: JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE, 0; ()

In this study, an improved invasive weed optimisation (CMIWO) algorithm is investigated to solve the dynamic economic dispatch (DED) problem with valv......

Some power Heronian mean operators in multiple attribute decision-making based on q-rung orthopair hesitant fuzzy environment

期刊: JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE, 0; ()

As the generalisation of intuitionistic fuzzy sets (IFSs) and Pythagorean fuzzy set (PFS), the q-rung orthopair fuzzy set (q-ROFS) is more useful to e......

Interval-valued pythagorean fuzzy power average-based MULTIMOORA method for multi-criteria decision-making

期刊: JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE, 0; ()

In the multi-criteria decision-making (MCDM), multi-objective optimisation by ratio analysis (MOORA) plus the full multiplicative form (MULTIMOORA) ar......

Improved salp swarm algorithm based on weight factor and adaptive mutation

期刊: JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE, 2019; 31 (3)

Salp Swarm Algorithm (SSA) is a novel swarm intelligent algorithm with good performance. However, like other swarm-based algorithms, it has insufficie......

JIF:2.11

Normalization of attribute values with interval information in group decision-making setting: with an application to software quality evaluation

期刊: JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE, 2019; 31 (3)

Normalization of attribute values is an important preprocessing step in decision analysis. However, this research finds that the existing normalizatio......

JIF:2.11

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