Structural reconstruction of signed social networks

A Arya, PK Pandey - IEEE Transactions on Computational …, 2022 - ieeexplore.ieee.org
Modeling real-world signed networks is a challenging task due to the highly dynamic
microlevel growth processes involved in it. The network reconstruction is a problem in which …

X-distribution: Retraceable power-law exponent of complex networks

PK Pandey, A Arya, A Saxena - ACM Transactions on Knowledge …, 2024 - dl.acm.org
Network modeling has been explored extensively by means of theoretical analysis as well
as numerical simulations for Network Reconstruction (NR). The network reconstruction …

A parametric model approach for structural reconstruction of scale-free networks

PK Pandey, B Adhikari - IEEE Transactions on Knowledge and …, 2017 - ieeexplore.ieee.org
We propose a parametric network generation model which we call network reconstruction
model (NRM) for structural reconstruction of scale-free real networks with power-law …

Spreading dynamics of an e-commerce preferential information model on scale-free networks

C Wan, T Li, ZH Guan, Y Wang, X Liu - Physica A: Statistical Mechanics and …, 2017 - Elsevier
In order to study the influence of the preferential degree and the heterogeneity of underlying
networks on the spread of preferential e-commerce information, we propose a novel …

Modeling signed networks as 2-layer growing networks

PK Pandey, B Adhikari, M Mazumdar… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
We propose modeling signed networks by considering two layers in a social network for
generation of positive and negative links where both the layers comprise of identical set of …

Fast average-consensus on networks using heterogeneous diffusion

PK Pandey, R Singh - … Transactions on Circuits and Systems II …, 2021 - ieeexplore.ieee.org
In this brief, a heterogeneous diffusion-based communication protocol is proposed to
achieve a significant improvement in the rate of convergence of the average consensus …

Quantifying nonrandomness in evolving networks

PK Pandey, M Singh - IEEE Transactions on Computational …, 2020 - ieeexplore.ieee.org
Complex systems have been successfully modeled as networks exhibiting the varying extent
of randomness and nonrandomness. Network scientists contemplate randomness as one of …

Asymptotically Consistent Estimation of Preferential Attachments in Growing Networks

Z Fan, X Tan, W Liu, G Chen - IEEE Transactions on Network …, 2022 - ieeexplore.ieee.org
Preferential attachment, also referred to as the “rich-get-richer” mechanism, characterizes
the ability of already existing nodes in an evolutionary network to acquire new connections …

MSP-N: Multiple selection procedure with 'N' possible growth mechanisms

PK Pandey, M Singh - Plos one, 2019 - journals.plos.org
Network modeling is a challenging task due to non-trivial evolution dynamics. We introduce
multiple-selection-procedure with 'N'possible growth mechanisms (MSP-N). In MSP-N, an …

An evolving network model with information filtering and mixed attachment mechanisms

X Huang, R Lu - Physica A: Statistical Mechanics and its Applications, 2020 - Elsevier
In this paper, we propose an evolving network model with information filtering and mixed
attachment mechanisms. We theoretically analyze the in-degree distribution of networks …