Vol. 10 No. 3 (2022)

View Vol. 10 No. 3 (2022)

Published: 30.09.2022

Research Article

Prediction of Crime Rate in Banjarmasin City Using RNN-GRU Model

Muhammad Alkaff, Nurul Fatanah Mustamin, Gusti Aditya Aromatica Firdaus

01–09
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Implementing Artificial Intelligence-Based COVID-19 Chatbot in the Kingdom of Bahrain

Essam Natsheh, Mohammed Jabed

10–17
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Effect of Color Contrast to the Accuracy of SSD-MobileNetV2

Mohd Firdaus Shamsuddin, Muhammad Hanafi Azami, Hasan Firdaus Mohd Zaki, Nur Azam Abdullah

18-21
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Telecom Churn Prediction Using an Ensemble Approach with Feature Engineering and Importance

Hemlata Jain , Ajay Khunteta, Sumit Srivastava

22-33
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A Smartphone Application for Skin Lesion Detection and Classification with Deep Learning Algorithms

X.Anitha Mary, Peniel Winifred, C. Suganthi Evangeline, Vinoth Babu Kumaravelu, C. Karthik, Subrata Chowdhury, Khaled Rabie, Bui Thi Thu, Vu Duong Tung

34-39
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Facial Recognition in the Opening of a Door using Deep Learning and a Cloud Service

Gautier Abou Loume, Alphonse Binele Abana, Emmanuel Tonye, Yvan Kabiena

40-45
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Predicting CT Images with Attenuation Correction Factor for Using Neighbourhood Approach

Srinivas Babu Gottipati, Gowri Thumbur

46-51
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Brain Tumor MRI analysis using Deep Convolution Neural Network with Optimization Framework

C. P. Jetlin, Dr. L. Sherly Pushpa Annabel

52-56
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Optimizing Methods of Funding Residential Complexes Projects

Alaa S. Khamees, Meervat R. Altaay

57-63
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Static Weather Image Classification Based on Fog Aware Statistical Features Using XGBoost Classifier

Padmini T. N, Shankar T

64-74
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A Technical Review of SQL Injection Tools and Methods: A Case Study of SQLMap

Mahmoud Baklizi, Issa Atoum, Nibras Abdullah, Ola A. Al-Wesabi, Ahmed Ali Otoom, Mohammad Al-Sheikh Hasan

75-85
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Developing an Efficient Mining Framework using Dependable High Utility Pattern Mining

Aditya Nellutla, Dr. N. Srinivasan

86-94
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An Intelligent Healthcare Framework for Data Security Based on Blockchain and Internet of Things

Sharda Tiwari, Dr. Namrata Dhanda, Dr. Harsh Dev

95-102
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Tourist’s Perspective on MICE Tourism in Chennai: A Study

J. Prabhu, K. Ravindran

103-107
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A Novel Mask R-CNN based Approach to Brain Tumour Detection

Avishek Mondal, Arnab Sardar, Rohini Basak, Sourav Mandal

108-115
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An Efficient Deep Neural Network for Disease Detection in Rice Plant Using XGBOOST Ensemble Learning Framework

Kishore Kumar K, Kannan E

116–128
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Privacy Preserving Inference Over Encrypted Data

Suhel Sayyad, Dinesh Kulkarni

129–134
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Study of Learning Classifiers Over Review Text Dataset for Aspect Level Sentiment Analysis

Subhadra Biswal, Prithviraj Mohanty, Ajit Kumar Nayak

135–140
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Grainchain –Agricultural Supply Chain Traceability and Management technique for Farmers Sustainability Using Blockchain Hyper Ledger

Priya Vijay, Sorna Shanthi D, Revathy P, Surabhi Ohja, Sriram N, Nandhiannal

141–146
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Detection of DDoS Attack in Software-Defined Networking Environment and Its Protocol-wise Analysis using Machine Learning

Ashwani Prasad, Sanjana Prasad, Karmel Arockiasamy, Karthika P, Xiaohui Yuan

147–153
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An Intelligent Method for Intrusion Detection and Prevention in Mobile AdHoc Networks

S. Muruganandam, N. Srinivasan, Anantha Sivaprakasam

154–160
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Data Mining Based Predictive Analysis Of Diabetic Diagnosis In Health Care: Overview

M. Shanmugavalli, K. Sivakumar

161–170
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Detection of Phishing Websites Using Supervised Learning

Bhanu Teja Mummadi, Neelakantan Puligundla

171–186
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Data Storage for Mobile Touch Pass and Bio-Touch Pass Pattern Character Drawing Using Fingertips

Jananee V, Golda Dilip

187–194
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Classification and Diagnosis of Meningioma Brain Tumors Using Centric Convolutional Neural Networks

John Nisha Anita S, Sujatha Kumaran

195–200
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NNLGBM: Medical Image Classification through Secure Collaboration in Pneumonia Detection by Blending NN and LGBM

V. Nanammal, J. Venugopalakrishnan

201–212
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A Diabetic Monitoring System using Learning Automata based Fireworks Algorithm and Dynamic Brain Storm Classifier

Manivannan D, Kavitha M

213–225
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Classification of Turkish Folk Dances using Deep Learning

Hamidullah Nazari, Sümeyye Kaynak

226–232
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A Novel Approach for Energy Efficient Cluster-based In-Network Data Fusion (CBDF) in Wireless Sensor Networks (WSN)

A.Gnana Soundari, K. Suresh, A.S. Prakaash, I.Vasantha Kumari

233–237
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Vertical Greening: A Decisive Approach to Mitigate the Rising Temperature in Chennai Due to Land use Change and Land cover Change

Dhivya Sethupathy, S. Ravindhar, Monsingh David Devadas

238–240
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Secured Data Transmission in IoT using Homomorphic Encryption

Suganya. S, Ramasamy. K, A. Srinivasan, Suba. M, V. Kalaichelvi, Swaminathan. S

241–246
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Efficient Classification of ECG Signals Using Probabilistic Neural Network in the Detection of Cardiovascular Diseases

S. Sathishkumar, R. Devi Priya

247–255
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Islanding Detection in Microgrid Using Signal Processing Techniques Adopting a Supervised Classifier

A V Soumya, J Belwin Edward

256–264
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Building a Novel Ensemble Learning – Based Prediction Framework for Diagnosis of Coronary Heart Disease

Abdullah Al Gahtani, Hoda El-Sayed

265–273
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A Phenolic Compound From Active Extract of Endophytic Fungus Isolated From Leaf Stalk of Jambu Bol (Syzygium malaccense)

Yustina Hapida, Elfita, Hary Widjajanti, Salni

274–280
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Ethics of Intelligent Vehicles Technology: A Comprehensive Review

Sailatha Karpurapu, Naga Venkata Raghuram J

281–284
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An Intelligent Intrusion Detection and Classification System using CSGO-LSVM Model for Wireless Sensor Networks (WSNs)

D. Hemanand, G.Vinoda Reddy, S. Sathees Babu, Kavitha Rani Balmuri, T. Chitra, S. Gopalakrishnan

285–293
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A Comparative Study on Various Machine Learning Approaches for the Detection of Alzheimer Disease

Anuradha Vashishtha, Anuja Kumar Acharya, Sujata Swain

294–304
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Reliable Epidemic Outbreak Prevention in Opportunistic IoT Based On Optimized Block Chain

Ravi Kumar Suggala, M. Vamsi Krishna, Sangram Keshari Swain

305–313
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Development of a Multi-modal Severity Prediction System for Covid-19 using Machine Learning Algorithms

Hetal Chauhan, Kirit Modi

314–321
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Prediction of Web Service Performance and Successability using Comparative Analysis of Machine Learning and Deep Learning Algorithms

P. Mourougaradjane, P. Dinadayalan

322–328
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Archetype Changes and the Use of Technology In The Field Of Marketing Research And Consumer Study

J. N. V. Raghuram, K Keerthi Jain, Lavanya A

329–333
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Comparison of Various Classification Techniques in Cyber Security Using Iot

Urvashi Sangwan, Rajender Singh Chhillar

334–339
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Design of High-Performance GDI Logic based 8-Tap FIR Filter at 45nm CMOS Technology using Nikhilam Multiplier

Bindu Swetha Pasuluri, V.J.K. Kishor Sonti

340–346
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A Proposed Hybrid CNN-RNN Architecture for Student Performance Prediction

Sam Yit Xiong, Esraa Faisal Malik Gasim, Chew Xin Ying, Khaw Khai Wah, Lee Ming Ha

347–355
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OL-MFA: An Improved Moth Flame Algorithm for Feature Selection

Nitesh Sureja, Priya Patel, Prerna Kadia, Nilamba Vala

356–364
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A Novel Method to Reduce False Positives and Negatives in Sentiment Analysis

Chris Aloysius, P Tamilselvan

365–373
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Insurance Fraud Detection Using Novel Machine Learning Technique

M. Sathya, B. Balakumar

374–381
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Multiple Deep CNN models for Indian Sign Language translation for Person with Verbal Impairment

Kujani. T, Dhilip Kumar.V

382–389
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Interval-Valued Bipolar Trapezoidal Neutrosophic Number Approach in Distribution Planning Problem

Chhavi Jain, R K Saini, Atul Sangal, Ashik Ahirwar

390–402
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Closed Loop PI Control of PV Tied Grid System with Multi-Carrier PWM Based Modular 5-Level Converter

K. Praveena, Katragadda Swarnasri

403–410
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A Technical Analysis Based Prediction of Stock Market Trading Strategies Using Deep Learning and Machine Learning Algorithms

Nitin Nandkumar Sakhare, Dr. S. Sagar Imambi

411-422
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Design an Efficient Braun Multiplier Using KSA Based CMOS Logics

Daphni S, Vijula Grace K. S, Judith Johnsi J, Bamini S

423–429
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Deep Learning Approach Using the GRU-LSTM Hybrid Model for Air Temperature Prediction on Daily Basis

Yuslena Sari, Yudi Firmanul Arifin, Novitasari Novitasari, Mohammad Reza Faisal

430–436
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Sustainable Construction Supply Chain Management in India, An Industry Perspective

Aditya Mudigonda, M.Gopal Naik, T. Dhilip

437–443
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Deep Learning Based User Identity Management Protocol for Improving Security in Cloud Communication

N. Rajkumar, M. Gokul, K. Sathees Kumar, N. Mohanasuganthi

444–453
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Petal Spider-Ant Routing (PSAR) Protocol based Proactive Energy Aware Stabilized Path Routing scheme for Improving MANET Network

S. Priya, P. Suganthi

454–462
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Intelligent Decision Support System for Insects Prediction Framework

Ayman Mohamed, Sayed Abdel Gaber, Mona Nasr

463–470
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Face Recognition Challenges and Solutions using Machine Learning

Kavita, Rajender Singh Chhillar

471–476
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