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Contents &
Papers 2022

Volume 15,

Issue 2

APR 2022

(30 April, 2022)

Contents & Papers

1: Adaptive Optimal Trajectory Tracking Control for Four Flexible Joint Robot Manipulator
Randa Jalaa Yahya, Nizar Hadi Abbas

12: Quantum-dot Cellular Automata based Lossless CFA Image Compression using Improved and Extended Golomb-rice Entropy Coder
Mahesh Boddu, Soumitra Kumar Mandal

26: HM2LP: Hybrid Multilevel Multihop LEACH Protocol for Conserving Energy in Large Area WSN
Monika Rajput, Sanjay Kumar Sharma, Pallavi Khatri

36: MRI Brain Tumor Detection Using Boosted Crossbred Random Forests and Chimp Optimization Algorithm Based Convolutional Neural Networks
Omar Abdullah Murshed Farhan Alnaggar, Basavaraj Ningappa Jagadale, Swaroopa Hebbar Narayan

47: Enhanced CP-ABE with RSA for Secure and Revocable Data Transmission of Big Data in Cloud
Rajashekar Mallajamma Basavarajegowda, Subramaniam Meenakshi Sundaram

57: Image Encryption using Double Layer Chaos with Dynamic Iteration and Rotation Pattern
Fikri Budiman, Pulung Nurtantio Andono, De Rosal Ignatius Moses Setiadi

68: Identification and Analysis of Neurodegenerative Diseases with Twin Layered CNN Using Gait Dynamics
Pushpa Rani Mariathangam, Vajiha Begum Sheik Alaudin, Joseph Emerson Raja

79: Improved SMOTE and Optimized Siamese Neural Networks for Class Imbalanced Heterogeneous Cross Project Defect Prediction
Nataraj Kalaivani, Raman Beena

89: Power Quality Improvement in Hybrid Power System Integration Using FPA and IC Controller
Shweta Sengar, Apurva Thakur

99: Priority Based Trust Efficient Routing Using Ant Colony Optimization for IoT-based Mobile Wireless Mesh Networks
Sudhakar Karna Narayana, Naveen Thimmahanumaiah Hosur

107: Using Socio-Demographic Information in Predicting Students' Degree Completion based on a Dynamic Model
Mahmood Shakir Hammoodi, Ahmed Al-Azawei1

116: Brain Tumor Classification for MR Images Using Hybrid GLCM-LDTP-Le-Net Feature extraction and Bi-LSTM model
Madha Bramarambika

126: Seizure Prediction Based on Convolution Neural Network with Subnet Loss Function
Anuradha Yarlagadda, Ramakrishna Murty Malla, Hyma Janapana

135: SDA-UNET2.5D: Shallow Dilated with Attention Unet2.5D for Brain Tumor Segmentation
Agus Subhan Akbar, Chastine Fatichah, Nanik Suciati

150: A Multi-Stage Ensemble Neural Network for Accurate Differentiation Between False and Real Alarms in Quality Control Charts
Nader S. Santarisi, Mahmoud Barghash, Ahmad Barghash

163: A Reversible Convolutional Neural Network Model for Sign Language Recognition
Arun Prasath Govindan, Annapurani Kumarappan

175: Retinal Image Lesions Assisted Diabetic Retinopathy Screening System Through Machine Learning
Yarragudi Madhu Sudhana Reddy, Ramaswami Sachidanandan Ernest Ravindran

190: Effective Load Balancing and Security in Cloud using Modified Particle Swarm Optimization Technique and Enhanced Elliptic Curve Cryptography Algorithm
Santhosh Kumar Gorva, Latha Channagiri Anandachar

200: Automatic Assessment of Answers to Mathematics Stories Question Based on Tree Matching and Random Forest
Umi Laili Yuhana, Vessa Rizky Oktavia, Chastine Fatichah, Ayu Purwarianti

213: Indoor Positioning Systems Based on Li-Fi Technology Using RSS-Triangulation With Assisted by DNN
Kawther Dawood Salman, Ekhlas Kadhum Hamza

232: System Performance Enhancement with Energy Efficiency Based Sleep Control for 5G Heterogeneous Cellular Networks
Arif Dataesatu, Kosuke Sanada, Hiroyuki Hatano, Kazuo Mori, Pisit Boonsrimuang

243: Optimal Load Control for Economic Energy Equilibrium in Smart Grid Using Adaptive Inertia Weight Teaching-Learning-Based Optimization
Nirmala John, Varaprasad Janamala, Joseph Rodrigues

251: Real Time Profile Analysis and Fake Detection Model for Improved Profile Security in Online Social Networks
M. Senthil Raja, L. Arun Raj, P. M. Ashok Kumar, R. Nandha Kumar

260: Scholarship Recipients Recommendation System Using AHP and Moora Methods
Anthony Anggrawan, Mayadi, Christofer Satria, Lalu Ganda Rady Putra

276: An Environmental Domain Awareness for Serious-Game Using Perlin Noise Base Heterogeneous Haze Visualization
Fresy Nugroho, Eko Mulyanto Yuniarno, Mochamad Hariadi

287: Evolutionary Optimization of Geometrical Image Contour Detection
Salwa Khalid Abdulateef

298: Imperceptible Improvement using Edge Area Selection for Robust Video Watermarking Using Tchebichef - Singular Value Decomposition
Nova Rijati, Pulung Nurtantio Andono, De Rosal Ignatius Moses Setiadi

307: A Novel Approach for ECG Classification Using Probability Continuous Wavelet Transform and Alexnet-Deep Neural Network
Mays D. AL-Bayati, Duraid Y. Mohammed, Mohammad Sarfraz

316: Genetically Optimized Ensemble Classifiers for Multiclass Student Performance Prediction
Safira Begum, Sunita S Padmannavar

329: Coordinated Optimal Placement of Energy Storage System and Capacitor Bank Considering Optimal Energy Storage Scheduling for Distribution System Using Mixed-Integer Particle Swarm Optimization
Korawitch Kaiyawong, Keerati Chayakulkheeree

338: QoS-Satisfied Multicast Routing Protocol for MANETs
Suganya Rangasamy, Vasantha Kalyani David

348: A Cognitive Agent Model of Burnout for Front-line Healthcare Professionals in Times of COVID-19 Pandemic
Hayder M. A. Ghanimi, Shaymah Akram Yasear

361: A New Control Strategy for Three Phase Grid Connected PV System Under Severe Partial Shading Conditions
Mohamed Bahri, Mohamed Talea, Hicham Bahri, Mohamed Aboulfatah

371: A Hybrid Neural Network for Predictive Model in A Plastic Injection Molding Process
Tossapol Kiatcharoenpol, Sakon Klongboonjit

379: Handling Sparse Rating Matrix for E-commerce Recommender System Using Hybrid Deep Learning Based on LSTM, SDAE and Latent Factor
Hanafi, Eli Pujastuti, Arif Laksito, Richki Hardi, Rifki Perwira, Arief Arfriandi, Asroni

394: A New Approach for Detection of Viral Respiratory Infections Using E-nose Through Sweat from Armpit with Fully Connected Deep Network
Malikhah Malikhah, Riyanarto Sarno, Sozo Inoue, M. Syauqi Hanif Ardani, Doni Putra Purbawa, Shoffi Izza Sabilla, Kelly Rossa Sungkono, Chastine Fatichah, Dwi Sunaryono, Arief Bakhtiar, Libriansyah, Cita RS. Prakoeswa, Damayanti Tinduh, Yetti Hernaningsih

405: Optimal Overcurrent Relay Coordination Considering Multiple Characteristic Curve for Microgrid Protection using Hybrid PSO-MILP Technique
Chakit Plongkrathok, Keerati Chayakulkheeree

414: Detection of Cardiac Arrhythmia from ECG Using CNN and XGBoost
Ravindar Mogili, G. Narsimha

426: Enhancement of Photovoltaic Pressurized Irrigation System Based on Hybrid Kalman Fuzzy
Suwito Suwito, Mochamad Ashari, Muhammad Rivai, M. Anis Mustaghfirin

441: A Robust Image Retrieval Method Using Multi-Hierarchical Agglomerative Clustering and Davis-Bouldin Index
Rahmad Hidayat, Agus Harjoko, Aina Musdholifah

454: Graph Model and Deep Learning for Topic Labels in Classifying Short Texts of Scientific Article Titles
Surya Sumpeno, Diana Purwitasari, Bastian Farandy, Dini Adni Navastara, Mauridhi Hery Purnomo

464: Machine Learning Applications in Supply Chain Management: A Deep Learning Model Using an Optimized LSTM Network for Demand Forecasting
Aicha El Filali, El Habib Ben Lahmer, Sanaa El Filali, Mohammed Kasbouya, Mohammed Amine Ajouary, Saadia Akantous

479: Multilingual Sentiment Analysis Using the Social Eagle-Based Bidirectional Long Short-Term Memory
Deepali Londhe, Aruna Kumari

494: Challenge Responsive Multi Modal Biometric Authentication Resilient to Presentation Attacks
Asha Kethaganahalli Hanumanthaiah, Manjunathswamy Byranahalli Eraiah

508: Exudate Segmentation for Diabetic Retinopathy Using Modified FCN-8 and Dice Loss
Dinial Utami Nurul Qomariah, Handayani Tjandrasa, Chastine Fatichah

521: Know Sure Thing based Machine Learning Strategy for Predicting Stock Trading Signals
Arjun Singh Saud, Subarna Shakya

532: DOA Estimation Exploiting Moving Platform of Unfolded Coprime Array
Fatimah Abdulnabi Salman, Bayan Mahdi Sabbar

543: Image Cryptosystem for IoT Devices Using 2-D Zaslavsky Chaotic Map
Ahmed H. Mohammed, Ahmed Kareem Shibeeb, Mohammed Hussein Ahmed

554: Improved Bald Eagle Search for Optimal Allocation of D-STATCOM in Modern Electrical Distribution Networks with Emerging Loads
K Radha Rani, P Sobha Rani, N Chaitanya, Varaprasad Janamala

563: An Image-based Eri Silkworm Pupa Grading Method Using Shape, Color, and Size
Kiattisin Kanjanawanishkul

572: Optimal Power Generation Control of 5-Phase PMSG Based WECS by Using Enhanced Fuzzy Fractional Order SMC
Salah Eddine Rhaili, Ahmed Abbou, Saloua Marhraoui, Nezha El Hichami, Rania Moutchou

584: Dual-Phase Parasitism SOS with Crossover Operator for Optimal Multi Single-Phase DG in Unbalance Distribution System
Umar Umar, Faanzir Faanzir, Firdaus Firdaus, Indri Suryawati, Muhira Dzar Faraby, Adi Soeprijanto, Ontoseno Penangsang