User profiles for Parvaneh Esmaili

Parvaneh esmaili

Assistant Professor. Computer Engineering, Cyprus International University
Verified email at ciu.edu.tr
Cited by 428

[PDF][PDF] Estimation of water quality index using artificial intelligence approaches and multi-linear regression

…, AM Abdu, AI Tukur, MA Saleh, P Esmaili… - Int. J. Artif. Intell …, 2020 - academia.edu
Water quality index is a measure of water quality at a certain location and over a period of
time. High value indicates that the water is unsafe for drinking and inadequate in quality to …

Integrating feature extraction approaches with hybrid emotional neural networks for water quality index modeling

…, SS Sammen, QB Pham, AA Lawan, P Esmaili… - Applied Soft …, 2022 - Elsevier
The establishment of water quality prediction models is vital for aquatic ecosystems analysis.
The traditional methods of water quality index (WQI) analysis are time-consuming and …

Deep learning for two-step classification of malignant pigmented skin lesions

S Kaymak, P Esmaili, A Serener - 2018 14th Symposium on …, 2018 - ieeexplore.ieee.org
Skin cancer is one of the most common types of cancer. Its early detection drastically improves
outcomes and saves human lives. Well known skin cancer types are melanoma, basal …

Analysis of tuberculosis model with saturated incidence rate and optimal control

IA Baba, RA Abdulkadir, P Esmaili - Physica A: Statistical Mechanics and its …, 2020 - Elsevier
We study a basic tuberculosis model using saturated incidence rate. Incorporated in the
model is the therapeutic treatments given to infected individuals. Global stability of both the …

Modeling of Bunus regional sewage treatment plant using machine learning approaches

…, MS Gaya, SI Abba, RA Abdulkadir, P Esmaili… - Desalination and Water …, 2020 - Elsevier
Certain aspects of the dynamics of wastewater treatment plants appear to be chaotic, which
makes modeling of the process of wastewater treatment plants extremely difficult. An …

A Mathematical Model to Study the Effectiveness of Some of the Strategies Adopted in Curtailing the Spread of COVID‐19

IA Baba, BA Baba, P Esmaili - Computational and mathematical …, 2020 - Wiley Online Library
In this paper, we developed a model that suggests the use of robots in identifying COVID‐19‐positive
patients and which studied the effectiveness of the government policy of …

Hybrid source multi-port Quasi-Z-Source converter with fuzzy-logic-based energy management

G Say, SH Hosseini, P Esmaili - Energies, 2023 - mdpi.com
In this paper, a fuzzy-logic-based energy management system and a multi-port quasi-z-source
converter that utilizes hybrid renewable energy sources are proposed. The system …

Metro-environmental data approach for the prediction of chemical oxygen demand in new Nicosia wastewater treatment plant

AS Mubarak, P Esmaili, ZS Ameen… - Desalination and Water …, 2021 - Elsevier
This study aimed at employing three data-driven models, namely the Hammerstein–Weiner (HW)
model, support vector machine (SVM), and feedforward back propagation neural …

[PDF][PDF] Forecasting of daily rainfall at Ercan Airport Northern Cyprus: a comparison of linear and non-linear models

RA Abdulkadir, SIA Ali, SI Abba, P Esmaili - Desalin. Water Treat, 2020 - academia.edu
Forecasting of complex and chaotic phenomena such as rainfall is very challenging. Prediction
of precipitation in airports helps agencies responsible for air traffic control in terms of …

Detecting emotions through EEG signals based on modified convolutional fuzzy neural network

N Ahmadzadeh Nobari Azar, N Cavus, P Esmaili… - Scientific Reports, 2024 - nature.com
Emotion is a human sense that can influence an individual’s life quality in both positive and
negative ways. The ability to distinguish different types of emotion can lead researchers to …