INASS

Publications

Contents &
Papers 2023

Volume 16,

Issue 1

FEB 2023

(28 February, 2023)

Contents & Papers

1
CATDSNet: Computer Aided Tongue Diagnosis System for Disease Prediction Using Hybrid Extreme Learning Machine

Sreerama Prasad Chelluboina, Kunjum Nageswara Rao

13
ER-Caps: ELU Residual Capsule Network for Complex Images Classification

Omaima El Alaoui-Elfels, Taoufiq Gadi

25
Z-Score Normalized Feature Selection and Iterative African Buffalo Optimization for Effective Heart Disease Prediction

P. Muthulakshmi, M. Parveen

38
A Hybrid Approach for Moving Object Detection Using TV-L1 Features and RPCA–MOG

Sudhir Dagar, Geeta Nijhawan

49
Design of a New Agile Methodology : Eclectic – An Approach to Overcome Existing Challenges

Arnika Jain, Rabins Porwal, Vineet Kansal

67
A Collaborative method for Code Clone Detection Using Lexical, Syntactic, Semantic and Structural Features

Karthik Sekar, Rajdeepa Balasubramanian

79
EfficientNetB7 and Bi-LSTM with GloVe Vector Based Myanmar Image Captioning

San Pa Pa Aung, Win Pa Pa

91
Northern Goshawk Optimization for Optimal Allocation of Multiple Types of Active and Reactive Power Distribution Generation in Radial Distribution Systems for Techno-Environmental Benefits

Manohara M, V. C. Veera Reddy, Vijaya Kumar M

100
Artificial Rabbits Optimization Based Optimal Allocation of Solar Photovoltaic Systems and Passive Power Filters in Radial Distribution Network for Power Quality Improvement

Chegudi Ranga Rao, Ramadoss Balamurugan, RamaKoteswaraRao Alla

110
Generative Adversarial Network and Bayesian Optimization in Multi-class Support Vector Machine for Intrusion Detection System

Amit Kumar Pandey, Prashant Singh, Dhyanendra Jain, Anupam Kumar Sharma, Ashu Jain, Anjani Gupta

120
Exploring Overlapped Communities Based on Optimized Community’s Resolution Controlling Evaluation in Social Networks

Eaint Mon Win, Si Si Mar Win

131
Improving Lung Cancer Relapse Prediction Using the Developed Optuna_XGB Classification Model

Rana Dhia'a Abdu-Aljabar, Osama A. Awad

142
Detecting Students’ Behavior on the E-Learning System Using SVM Kernels -Based Ensemble Learning Algorithm

Yuni Yamasari, Anita Qoiriah, Naim Rochmawati, Kayo Yoshimoto, Rafif Aydin Ahmad, Oddy Virgantara Putra

154
High Level Security of Image Transmission through STBC-COFDM System

Ahmed Kamil Hasan Al-Ali, Fadhil Sahib Hasan

163
An Excavated PSO-SQP Mechanisms for an Effective Radar Transmission in MIMO-OFDM Communication Systems

S. V. Bharath Kumar Reddy, Chennupati Sumanth Kumar

173
GTA 3D-DLD: Greedy Training Approach for 3D Deep Learning Diagnosis Based COVID‑19 CT Scan

Maysam Alwan Hasson, Taha Mohammed Hasan, Zaidoon Kamil Maseer

187
Masked Location based Key Exchange Mechanism for IoT Nodes

Anandhavalli A, Bhuvaneswari A

202
Improvement of LVRT Capability for DFIG based WECS by Optimal Design of FoPID Controller using SLnO + GWO Algorithm

Sumanth Yamparala, L. Lakshminarasimman, G. Sambasiva Rao

214
Effective Groundwater Quality Classification Using Enhanced Whale Optimization Algorithm with Ensemble Classifier

N. D. S. S. Kiran Relangi, Aparna Chaparala, Radhika Sajja

224
Total Interaction Algorithm: A Metaheuristic in which Each Agent Interacts with All Other Agents

Purba Daru Kusuma, Astri Novianty

235
A Discrete Moth Flame Algorithm for Feature Selection

Nitesh Sureja, Priya Patel, Mohit Rathod, Monika Labana

246
Enhancement of Microscopy Images by Using a Hybrid Technique Based on Adaptive Histogram Equalisation and Fuzzy Logic

Hind A. majeed, Ahlam M. Kadhim, Hazim G. Daway

254
Feature Selection on Gammatone Cepstral Coefficients for Bird Voice Classification Using Particle Swarm Optimization

Pulung Nurtantio Andono, Guruh Fajar Shidik, Dwi Puji Prabowo, Dzuha Hening Yanuarsari, Yuslena Sari, Ricardus Anggi Pramunendar

265
Closer Towards Named Data Networking Implementation

Tody Ariefianto Wibowo, Nana Rachmana Syambas, Hendrawan, Leanna Vidya Yovita, Ade Aditya Ramadha

277
Securing Data Transmission and Privacy Preserving Using Fully Homomorphic Encryption

Areej Abdulmunem Ahmed, Magda Mohamed Madboly, Shawkat Kamal Guirguis

290
A New Technique for Genetic Mutations Detection and Classification Using Deep Learning

Rana H. Saloom, Hussein K. Khafaji

301
User Feature Similarity Supported Collaborative Filtering for Page Recommendation Using Hybrid Shuffled Frog Leaping Algorithm

Duraisamy Deenadayalan, Athiyappagounder Kangaiammal

314
Design and Implementation of EEG-Based Smart Structure

Oger Amanuel, Yarub Alazzawi

328
Web Page Recommendation System Based on Text and Image Pattern Extraction Classification Model

Chaithra, Lingaraju Gowdru Malleshappa, Jagannatha Sreenivasaiah

339
Methods for Predicting the Rise of the New Labels from a High-Dimensional Data Stream

Komagal Yallini Shanmuga Sundaram Kanagaraj, Mahendiran Nallappan

350
An Efficient Intrusion Detection Approach Using Ensemble Deep Learning models for IoT

Hany Mohamed, Ahmed Hamza, Hesham Hefny

364
Performance Analysis of Distribution System with Optimal Allocation of Unified Power Quality Conditioner Considering Distribution Network Reconfiguration

Priyanka Y, Raghu Ram

375
Hybrid Convolutional Neural Network with Residual Neural Network for Breast Cancer Prediction Using Mammography Images

Satyabrata Patro, Jyotirmaya Mishra, Bhavani Sankar Panda

388
Intelligent Energy Management System Evaluation of Hybrid Electric Vehicle Based on Recurrent Wavelet Neural Network and PSO Algorithm

Mustafa A. Kamoona, Omer Cihan Kivanc, Oday A Ahmed

402
MRI Image Enhancement Based Fuzzy C-Mean Segment and Modified Adapted Histogram Equalization

Alaa H. Sheer, Hazim G. Daway

410
Heuristic Initialization Using Grey Wolf Optimizer Algorithm for Feature Selection in Intrusion Detection

Hussein Fouad Almazini, Ku Ruhana Ku-Mahamud, Hassan Almazini

419
Discriminant Feature Trace Transform for Predictive Object Rotation

Nattapong Jundang, Suchada Sitjongsataporn

435
Automatic Atrial Fibrillation Detection Using Modified Moth Flame Optimization Algorithm

Sreenivasulu Ummadisetty, Madhavi Tatineni

460
Implementation of Closing Eyes Detection with Ear Sensor of Muse EEG Headband using Support Vector Machine Learning

Erwin Sutanto, Teguh Wijaya Purwanto, Fahmi Fahmi, Muhammad Yazid, Wervyan Shalannanda, Muhammad Aziz

474
A Compact RDRA with Surface Mounted Short Rectangle in Wireless Applications

Syamala Misala, Satya Anuradha Mosa

484
Traffic Aware Routing using Multi-Objective Delay Centric Enhanced Artificial Ecosystem-Based Optimization for VANET

Pramod Mutalik, Venkangouda C. Patil

493
Novel Virtual Speed Sensor Design for Fault-Tolerant Vector Control for Induction Motor Drives Based on the Non-Linear Unscented Kalman Filter

Marouane Rayyam, Malika Zazi

502
Prediction of the Performance of Photovoltaic Modules from the Behavior of Physical Parameters According to Irradiance and Temperature

Bouchaib Zohal, Houssam Amiry, Said Yadir, Elhadi Baghaz, Rachid Bendaoud, Abderrahim El-Abidi, Fatima Chanaa, Mohammadi Benhmida

518
The Security System in Information Technology Detects Fake Accounts on The Youtube Platform

Alaa Thamer Mahmood, Raed Kamil Naser, Sura Khalil Abd

532
Design a Lightweight Authentication Encryption Based on Stream Cipher and Chaotic Maps with Sponge Structure for Internet of Things Applications

Rana Saad Mohammed

548
Combine Subjective and Objective Weights into VIKOR Technique of Performance Appraisal at Higher Educational Institutions

Saja A. Nahoo, AllaEldin H. Kassam

561
Arrhythmia Foetus Heartbeat Detection Using Optimized Neural Network Based on Phonocardiograph Ensemble Feature and Principal Component Analysis

Irmalia Suryani Faradisa, Oddy Virgantara Putra, Tri Arief Sardjono, Mauridhi Hery Purnomo

572
Fully Decentralized Block Chain with Proxy Re-Encryption Algorithm for Healthcare Security

Parag Rastogi, Devendra Singh, Sarabjeet Singh Bedi

584
Unsupervised Content Based Image Retrieval Using Pre-Trained CNN and PCNN Features Extractors

Mahmoud S. Sayed, Ahmed A. A. Gad-Elrab, Khaled A. Fathy, K. R. Raslan

597
Optimization Contrast Enhancement and Noise Reduction for Semantic Segmentation of Oil Palm Aerial Imagery

Maura Widyaningsih, Tri Kuntoro Priyambodo, Moh Edi Wibowo, Muhammad Kamal