Artificial Intelligence Evolution, Volume 2 Issue 2 (2021), 23-146



Open Access Article

A Novel Approach to Detect Abnormal Chest X-rays of COVID-19 Patients Using Image Processing and Deep Learning

by Subhagata Chattopadhyay

ABSTRACT: The study proposes a novel approach to automate classifying Chest X-ray (CXR) images of COVID-19 positive patients. All acquired images have been pre-processed with Simple Median Filter (SMF) and...

Open Access Article

Bank Deposit Prediction Using Ensemble Learning

by Muhammed J. A. Patwary, S. Akter, M. S. Bin Alam, A. N. M. Rezaul Karim

ABSTRACT: Bank deposit is one of the vital issues for any financial institution. It is very challenging to predict a customer if he/she can be a depositor by analyzing related information. Some recent...

Open Access Article

Data Analysis on the Influencing Factors of the Real Estate Price

by Huang-Mei He, Yi Chen, Jia-Ying Xiao, Xue-Qing Chen, Zne-Jung Lee

ABSTRACT: China has carried out a large number of real estate market reforms that change the real estate market demand considerably. At the same time, the real estate price has soared in some cities and has...

Open Access Article

KMeans-NM-SalpEpi: Genetic Interactions Detection through K-Means Clustering with Nelder-Mead and Salp Optimization Techniques in Genome-Wide Association Studies

by S. Priya, R. Manavalan

ABSTRACT: Complex diseases identification through Gene-Gene Interactions (GGIs) plays a significant challenge in Genome-Wide Association Studies (GWAS). A typical indicator of genetic variations in many...

Open Access Article

Towards Grading Chest X-rays of COVID-19 Patients Using a Dynamic Radial Basis Function Network Classifier

by Subhagata Chattopadhyay

ABSTRACT: The high volume of COVID-19 Chest X-rays and less number of radiologists to interpret those is a challenge for the highly populous developing nations. Moreover, correct grading of the COVID-19...

Open Access Article

Automatic Epileptic Seizure Detection Based on EEG Signals Using Deep Learning

by Mohammad Karimi Moridani, Seyed Sina Jabbari Behnam, Mahdyar Heydar

ABSTRACT: About one percent of the world's population suffers from epilepsy. A patient with epilepsy must be diagnosed early and accurately if they are to have any chance of being treated successfully. One...

Open Access Article

Uniform Parallel Machines Scheduling with Setup Time, Learning Effect, Machine Idle Time, and Processing Set Restrictions to Minimize Earliness/Tardiness Costs

by Javad Rezaeian, Keyvan Shokoufi, Reza Alizadeh Foroutan

ABSTRACT: Inspired by a real industrial case, this study deals with the problem of scheduling jobs on uniform parallel machines with past-sequence-dependent setup times to minimize the total earliness and...

Open Access Article

Optimal Combination of Multivariate Filter Feature Selection and Classifier for Speech-Based Depression Detection

by Surbhi Sharma, Anthony J. Bustamante

ABSTRACT: In this paper, we have focused to improve the performance of a speech-based uni-modal depression detection system, which is non-invasive, involves low cost and computation time in comparison to...