A novel autonomous perceptron model for pattern classification applications

A Sagheer, M Zidan, MM Abdelsamea - Entropy, 2019 - mdpi.com
Pattern classification represents a challenging problem in machine learning and data
science research domains, especially when there is a limited availability of training samples …

LSTM neural network based forecasting model for wheat production in Pakistan

SA Haider, SR Naqvi, T Akram, GA Umar, A Shahzad… - Agronomy, 2019 - mdpi.com
Pakistan's economy is largely driven by agriculture, and wheat, mostly, stands out as its
second most produced crop every year. On the other hand, the average consumption of …

Removal of pectoral muscle based on topographic map and shape-shifting silhouette

B Mughal, N Muhammad, M Sharif, A Rehman, T Saba - BMC cancer, 2018 - Springer
Background In digital mammography, finding accurate breast profile segmentation of
women's mammogram is considered a challenging task. The existence of the pectoral …

Multicriteria UAV base stations placement for disaster management

T Akram, M Awais, R Naqvi, A Ahmed… - IEEE Systems …, 2020 - ieeexplore.ieee.org
In disaster situations, collapse of local communication infrastructure is a major issue due to
destruction of buildings, antennas, power sources, and to name a few. Drones, as flying …

A new efficient design for random access memory based on quantum dot cellular automata nanotechnology

A Mubarakali, J Ramakrishnan, D Mavaluru… - Nano Communication …, 2019 - Elsevier
Abstract Quantum-dot Cellular Automata (QCA) is pioneer nanotechnology that has been
gained attention in the research community for proposing low power, low area, and highly …

A deep heterogeneous feature fusion approach for automatic land-use classification

T Akram, B Laurent, SR Naqvi, MM Alex… - Information …, 2018 - Elsevier
In remote sensing, images have assorted appearances due to fused boundaries, making it
difficult to generate discriminative feature representation for the purpose of conducting …

FPGA-based chaotic cryptosystem by using voice recognition as access key

E Rodríguez-Orozco, EE García-Guerrero… - Electronics, 2018 - mdpi.com
A new embedded chaotic cryptosystem is introduced herein with the aim to encrypt digital
images and performing speech recognition as an external access key. The proposed …

Localization of radiance transformation for image dehazing in wavelet domain

H Khan, M Sharif, N Bibi, M Usman, SA Haider… - Neurocomputing, 2020 - Elsevier
Hazy image observation is a serious phenomenon occurred by random scattering of
atmospheric elements. This reduces the scene prominence in terms of color contrast and …

Tsunami tide prediction in shallow water using recurrent neural networks: Model implementation in the Indonesia Tsunami Early Warning System

W Dharmawan, M Diana, B Tuntari, IM Astawa… - Journal of Reliable …, 2024 - Springer
Near-field tides prediction for tsunami detection in the coastal area is a significant problem of
the cable-based tsunami meter system in north Sipora, Indonesia. The problem is caused by …

Reconfigurable multivalue logic functions of a silicon ellipsoidal quantum-dot transistor operating at room temperature

Y Lee, JW Lee, S Lee, T Hiramoto, KL Wang - ACS nano, 2021 - ACS Publications
Reconfigurable multivalue logic functions, which can perform the versatile arithmetic
computation of weighted electronic data information, are demonstrated at room temperature …