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20042022
most citedMetaheuristic Design of Feedforward Neural Networks: A Review of Two Decades of Research

604 citations · 1.7k across the 49 of their papers we have counts for

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28 papers · 1 filter

cs.AI2022★ 15 cited

Multi-Fault Diagnosis Of Industrial Rotating Machines Using Data-Driven Approach: A Review Of Two Decades Of Research

Shreyas Gawde, Shruti Patil, Satish Kumar +3

Industry 4.0 is an era of smart manufacturing. Manufacturing is impossible without the use of machinery. Majority of these machines comprise rotating components and are called rota…

cs.AI2019★ 140 cited

Heuristic design of fuzzy inference systems: A review of three decades of research

Varun Ojha, Ajith Abraham, Vaclav Snasel

This paper provides an in-depth review of the optimal design of type-1 and type-2 fuzzy inference systems (FIS) using five well known computational frameworks: genetic-fuzzy system…

cs.AI2017★ 18 cited

Multiobjective Programming for Type-2 Hierarchical Fuzzy Inference Trees

Varun Kumar Ojha, Vaclav Snasel, Ajith Abraham

This paper proposes a design of hierarchical fuzzy inference tree (HFIT). An HFIT produces an optimum treelike structure, i.e., a natural hierarchical structure that accommodates s…

cs.AI2004★ 28 cited

Swarms on Continuous Data

Vitorino Ramos, Ajith Abraham

While being it extremely important, many Exploratory Data Analysis (EDA) systems have the inhability to perform classification and visualization in a continuous basis or to self-or…

cs.AI2004★ 147 cited

Web Usage Mining Using Artificial Ant Colony Clustering and Genetic Programming

Ajith Abraham, Vitorino Ramos

The rapid e-commerce growth has made both business community and customers face a new situation. Due to intense competition on one hand and the customer's option to choose from sev…

cs.AI2004★ 3 cited

Decision Support Systems Using Intelligent Paradigms

Cong Tran, Ajith Abraham, Lakhmi Jain

Decision-making is a process of choosing among alternative courses of action for solving complicated problems where multi-criteria objectives are involved. The past few years have…