INASS

Publications

Contents &
Papers 2022

Volume 15,

Issue 3

JUN 2022

(30 June, 2022)

Contents & Papers

1
Solving Unit Commitment Problem for Microgrid Power Network Including Wind and Solar Sources Using Modified MVO Algorithm

Haddi Sebaa, Khatir Khettab, Nitish Chopra

12
Design and Analysis of Improved 3-Stage LNA Architecture for CMOS RF Front End Receiver Systems

Ravikumar Mugadhanam, Eranna Uppara

24
Hybrid Gene Selection with Mutable Firefly Algorithm for Feature Selection in Cancer Classification

Mohamed Nisper Fathima Fajila, Yuhanis Yusof

36
Optimal Fractional Order PID Controller Design of Bidirectional DC-DC Converter Using Falcon Optimization Algorithm

Umasankar Loganathan, Charles Rajeswaran, Harindrakumar Jayaraj, Manoj Magesh

49
Rainfall Prediction Based on Spatial Attention Layer: A Case Study Analysis

Subha Sree Mallela, Sravan Kumar Jonnalagadda

59
Design of an Optimally Tuned Fractionalized PID Controller for DC Motor Speed Control Via a Henry Gas Solubility Optimization Algorithm

Abdelhakim Idir, Khatir Khettab, Yassine Bensafia

71
Effective Route Failure Recovery Mechanism on Multicast Routing in Cognitive Radio Networks

Lokeshwari Vinya Viyyapu, Sahithi Godavarthi, Sesha Bhargavi Rani, Venkateswara Rao Gurrala, Veereswara Swamy Gurrala

80
Weighted Fuzzy Score Normalization and Bayesian Independent Principal Component Analysis Imputation for Breast Cancer Gene Expression Analysis

Velusamy Murugesan, Ponnunaicker Balamurugan

90
Self-Organizing Maps-Based Features Selection with Deep LSTM and SVM Classification Approaches for Advanced Water Quality Monitoring

Mohamed Imed Khelil, Mohamed Ladjal, Youcef Brik, Mohammed Assam Ouali

103
Fractional Order Fuzzy PID Controller Design for 2-Link Rigid Robot Manipulator

Hadeel I. Abdulameer, Mohamed J. Mohamed

118
A New Clustering-Based Voxelization Scheme for Outliers Removing and Data Reduction of 3D Point Cloud

Sawsen Abdulhadi Mahmood

127
Fuzzy C-Means and Social Network Analysis Combination for Better Understanding the Patient-based Spread of Dengue Fever with Climate and Geographic Factors

Wiwik Anggraeni, Eko Mulyanto Yuniarno, Reza Fuad Rachmadi, Pujiadi, Mauridhi Hery Purnomo

148
An Optimal Resource Provisioning Scheme Using QoS in Cloud Computing Based Upon the Dynamic Clustering and Self-Adaptive Hybrid Optimization Algorithm

Jaspal Singh

161
Enhancement of Cell Decomposition Path-Planning Algorithm for Autonomous Mobile Robot Based on an Intelligent Hybrid Optimization Method

Zainab E. Kanoon, Ahmed Sabah Al-Araji, Mohammed Najm Abdullah

176
A Multi-Class Classification of Dengue Infection Cases with Feature Selection in Imbalanced Clinical Diagnosis Data

Amiq Fahmi, Feby Artwodini Muqtadiroh, Diana Purwitasari, Surya Sumpeno, Mauridhi Hery Purnomo

193
Design an Outdoor Light Fidelity (Li-Fi) System Based on All-Optical OFDM Architecture

Marwa Jaleel Mohsin, Ibrahim A. Murdas

205
Minimizing Sample Space to Optimize Quality of Stego-Audio

Mohammad Muzayyin Amrulloh, Tohari Ahmad

215
Hybrid Quantum Deep Learning and Variational Quantum Classifier-Based Model for Botnet DGA Attack Detection

Hatma Suryotrisongko, Yasuo Musashi

225
Mayfly Algorithm for Optimal Integration of Hybrid Photovoltaic / Battery Energy Storage / D-STATCOM System for Islanding Operation

M. S. Giridhar, K. Radha Rani, P. Sobha Rani, Varaprasad Janamala

233
Aspect-Based Sentiment Analysis of Financial Headlines and Microblogs Using Semantic Similarity and Bidirectional Long Short-Term Memory

Agus Tri Haryono, Riyanarto Sarno, Rachmad Abdullah

242
Adaptive Grasshopper Optimization Algorithm for Multi-Objective Dynamic Optimal Power Flow in Renewable Energy Integrated Microgrid

P. Sobha Rani, M. S. Giridhar, K. Radha Rani, Varaprasad Janamala

253
Missing Data Imputation Via Stacked Denoising Autoencoder Combined with Dropout Regularization Based Small Dataset in Software Effort Estimation

Robert Marco, Sharifah Sakinah Syed Ahmad, Sabrina Ahmad

268
Multi-Object Semantic Video Detection and Indexing Using a 3D Deep Learning Model

Eslam Mofreh, Amr Abozeid, Hesham Farouk, Kamal A. ElDahshan

281
Novel Approach of Constant Switching Frequency MPC for 3L-NPC Converter-Based PMSG Wind Energy Conversion Systems with LVRT Capability

Asmaa A.Ghany, Ahmed A. Zaki Diab, Abo‐Hashima M. Elsayed, Yahia S. Mohamed, E. G. Shehata

294
Modified Social Forces Algorithm: from Pedestrian Dynamic to Metaheuristic Optimization

Purba Daru Kusuma, Dimas Adiputra

304
Utilizing the Hepta Convolutional Layer Neural Network (HCL-NN) Based on a Multi Optimizer for the Classification of Brain Stroke MRI

Andi Kurniawan Nugroho, Dinar Mutiara Kusumo Nugraheni, Terawan Agus Putranto, I Ketut Eddy Purnama, Mauridhi Hery Purnomo

335
Effective Secret Image Sharing using Enhanced Chinese Remainder Theorem

Arvind Singh Choudhary, Manoj Kumar, Sudhir Keshari

343
Robust Reversible Watermarking using Stationary Wavelet Transform and Multibit Spread Spectrum in Medical Images

Ledya Novamizanti, Andriyan Bayu Suksmono, Donny Danudirdjo, Gelar Budiman

355
A Clustering Optimization for Energy Consumption Problems in Wireless Sensor Networks using Modified K-Means++ Algorithm

Fransiska Sisilia Mukti, Allin Junikhah, Putu Mas Anggita Putra, Aryuanto Soetedjo, Awan Uji Krismanto

366
Conditional Variational Autoencoder with Inverse Normalization Transformation on Synthetic Data Augmentation in Software Effort Estimation

Robert Marco, Sharifah Sakinah Syed Ahmad, Sabrina Ahmad

382
Tracking of Maximum Power Point for PV Solar System Based on Adaptive Quantum Neural Controller

Hayder Mahdi Abdulridha, Mahmoud Shaker, Hussain F. Jaafar

397
Performance Analysis of Game Theoretical Approach for Power Control System in Heterogeneous Network

Anggun Fitrian Isnawati, Mas Aly Afandi

406
Deep Positional Attention-Based Hierarchical Bidirectional RNN with CNN-Based Video Descriptors for Human Action Recognition

Srilakshmi Nagarathinam, Radha Narayanan

416
Improved Visual Background Extractor for Illegally Parked Vehicle Detection

Putra Yudha Pranata, Wahyono

427
An Overlapping Community Framework for Personalized Location Recommendation System

Khaled Soliman, Mahmood Mahmood, Hesham Hefny, Nagy Darwish

441
Implementation Optimal Location of STATCOM on the IEEE New England Power System Grid (100 kV)

Najib Ababssi, El alami Semma, Azeddine Loulijat

455
Child Violence Detection in Surveillance Video Using Deep Transfer Learning and Ensemble Decision Fusion Learning

Elly Matul Imah, Karisma

467
A Multi-Objective Sensor Deployment using BAT Algorithm to Improve Coverage, Lifetime and Energy Consumption in Wireless Sensor Networks

Shaik Imam Saheb, Khaleel Ur Rahman Khan, C. Shoba Bindu

478
A Novel Face Biometric Framework based on Various Levels of Distinctions of Faces

Vijaya Kumar Hemapura Ramakrishnaiah, Murugavelu Mathivanan

488
Hybrid Deep Learning Model Based on Autoencoder and CNN for Palmprint Authentication

Firas Muneam Bachay, Mohammed Hasan Abdulameer

500
Retinal Image Contrast Enhancement through Pixel Collaboration in Spatial Domain

Yeddu Aruna Suhasini Devi, Manjunatha Chari Kamsali

514
Sentiment Analysis User Regarding Hotel Reviews by Aspect Based Using Latent Dirichlet Allocation, Semantic Similarity, and Support Vector Machine Method

Moch Deny Pratama, Riyanarto Sarno, Rachmad Abdullah

525
MOEES-Multi Objective Energy Efficient Clustering Scheme for Wireless Sensor Networks

Amandeep Kumar, Balwinder Singh Dhaliwal, Damanpreet Singh

536
Hybrid Grasshopper and Improved Bat Optimization Algorithms-based clustering scheme for maximizing lifetime of Wireless Sensor Networks (WSNs)

Rajeswarappa Govardanagiri, Vasundra Sanjeevulu

547
Performance of Cellular Based UAM with Selective CoMP

Nam-Soo Kim

554
Energy-Constrained Route Selection Mechanism Using Hybrid SWIPT for IoT Networks

Bethelli Pavani, Lavadya Nirmala Devi

566
Hybrid Compression and DNA Sequence of Hyper Chaos System for Medical Image Steganography

Veena Seenappa, Narayanappa Chikkajala Krishnappa, Pradeep Kumar Mallesh

576
Graph Attention Network for Movie Recommendation

Thaair Ameen, Ali Adil Ali

587
Active Fault Tolerant Control based on Backstepping Controller and Non Linear Adaptive Observer for Double Star Induction Machine

Badreddine Ladjal, Fouad Berrabah, Samir Zeghlache, Ali Djerioui, Mohamed FouadBenkhoris

601
A Novel LSTM-GRU-Based Hybrid Approach for Electrical Products Demand Forecasting

Aicha El filali, Aissam Jadli, El Habib Ben Lahmer, Sanaa El filali

614
Retinal Image Enhancement by using Adapted Histogram Equalization based on Segmentation and Lab Color Space

Emtinan Mohammed Jawad, Hazim G. Daway, Haidar J. Mohamad