Safe distance-based vehicle routing problem: Medical waste collection case study in COVID-19 pandemic

E Eren, UR Tuzkaya - Computers & Industrial Engineering, 2021 - Elsevier
In addition to the increasing population and rapid urbanization, the amount and variety of
medical waste are rapidly increasing due to the coronavirus disease (COVID-19) pandemic …

[HTML][HTML] A novel deep belief network architecture with interval type-2 fuzzy set based uncertain parameters towards enhanced learning

AK Shukla, PK Muhuri - Fuzzy Sets and Systems, 2024 - Elsevier
This paper proposes a novel Deep Belief Network (DBN) architecture, the 'Interval Type-2
Fuzzy DBN (IT2FDBN)', which models the weights and biases with IT2 FSs. Thus, it …

A new self-organizing fuzzy cerebellar model articulation controller for uncertain nonlinear systems using overlapped Gaussian membership functions

TT Huynh, CM Lin, TL Le, HY Cho… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
This article proposes an efficient intelligent control structure for uncertain nonlinear systems.
This controller is a new self-organizing fuzzy cerebellar model articulation controller …

Big-data clustering with interval type-2 fuzzy uncertainty modeling in gene expression datasets

AK Shukla, PK Muhuri - Engineering Applications of Artificial Intelligence, 2019 - Elsevier
The major bottleneck in microarray gene expression analysis is the lack of techniques
required to cope up with the uncertain gene functionality and inherent complex gene …

A bibliometric analysis and cutting-edge overview on fuzzy techniques in Big Data

AK Shukla, PK Muhuri, A Abraham - Engineering Applications of Artificial …, 2020 - Elsevier
Over the last few years, Big Data has gained a tremendous attention from the research
community. The data being generated in huge quantity from almost every field is …

Energy efficient multi-objective scheduling of tasks with interval type-2 fuzzy timing constraints in an Industry 4.0 ecosystem

AK Shukla, R Nath, PK Muhuri, QMD Lohani - Engineering Applications of …, 2020 - Elsevier
Industrial systems usually draw huge energy to run various machines. The amount of energy
requirement has again increased due to the automation of the industrial plants to make them …

Interval type-2 fuzzy logic based transmission power allocation strategy for lifetime maximization of WSNs

W Peng, C Li, G Zhang, J Yi - Engineering Applications of Artificial …, 2020 - Elsevier
In wireless sensor networks (WSNs), it is critical to design an advisable transmission power
allocation strategy for balancing the latency and energy efficiency, and prolonging the …

Veracity handling and instance reduction in big data using interval type-2 fuzzy sets

AK Shukla, M Yadav, S Kumar, PK Muhuri - Engineering Applications of …, 2020 - Elsevier
Within the aspect of big data, veracity refers to the existing uncertainty in the dataset. The
continuous flow of unstructured data with unwanted noise may bring abnormality in the …

Type-2 intuitionistic fuzzy TODIM for intelligent decision-making under uncertainty and hesitancy

AK Shukla, V Prakash, R Nath, PK Muhuri - Soft computing, 2023 - Springer
The classical TODIM considers the crisp numbers to handle the information. However, in a
real-world applicative context, this information is bounded by noise and vagueness and …

Type-2 fuzzy elliptic membership functions for modeling uncertainty

E Kayacan, A Sarabakha, S Coupland, R John… - … Applications of Artificial …, 2018 - Elsevier
Abstract Whereas type-1 and type-2 membership functions (MFs) are the core of any fuzzy
logic system, there are no performance criteria available to evaluate the goodness or …