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Contents &
Papers 2024

Volume 17,

Issue 3

JUN 2024

(30 June, 2024)

Contents & Papers

1: Enhanced Support Vector Machine Based on Grey Wolf Optimizer for Fruits Image Classification using MPEG-7 Color and Texture Features Fusion
Joko Siswantoro

12: NeSOS Based GA Operator for Optimal Single-Phase DG in Unbalanced and Harmonic Polluted Distribution Network
Umar Umar

22: Human Activity Recognition for Elderly People Using Pseudonym-Based Conditional Privacy-Preservation Authentication
Erita Cicilia Febrianti, Amang Sudarsono, Tri Budi Santoso

41: Invisible Video Watermarking Based on Frame Selection and LSB Embedding
Inas Jawad Kadhim, Prashan Premaratne, Zena Ahmed Alwan

54: A Hybrid Algorithm for Enhancement of the Data Security During Network Transmission Based on RSA, DH, and AES
Omar Salah, Ahmed El-Sawy, Mohamed Taha

65: A Robust and Secure Medical Image Watermarking Algorithm Based on Normalized DCT and Polar-coded UFMC Assisted NOMA Scheme for Telemedicine Applications
Mohammed Jabbar Mohammed Ameen, Alaa Imran Al-Muttairi, Hussam Jawad Kadhim

80: Classification of Epileptic Seizures Using LSTM Based Zebra Optimization Algorithm with Hyperparameter Tuning
T. Jhansi Rani, D. Kavitha

92: Cloud Computing by Implementing State and Random-Based Virtual Machine Load Balancing Model
E. Suganthi, F. Kurus Malai Selvi

102: Eco-friendly and Secure Data Center to Detection Compromised Devices Utilizing Swarm Approach
Halah Hasan Mahmoud, Marwan Kadhim Mohammed Al-Shammari, Ibtihaal M. Hameed, Israa Ibraheem Al_Barazanchi, Ravi Sekhar, Pritesh Shah, Nitin Solke

116: Random Forest-Based Survival Analysis for Predicting the Future Progression of Brain Disorder from Mild Cognitive Impairment (MCI) to Alzheimer’s Disease (AD)
Nour Zawawi, Nermin Negied

128: Performance Analysis of Optical Channel Multiplexing System on Indoor Light Fidelity (Li-Fi)
Fauza Khair, Fakhriy Hario, I Wayan Mustika, Sevia M. Idrus, Anggun Fitrian Isnawati, Selo Sulistyo

139: An Efficient Solution for Economic Load Dispatch Using Cheetah Optimizer with Opposition-Based Learning and Adaptive Weighting Factor
V. Sai Geetha Lakshmi, M. Vanithasri, M. Venu Gopal Rao

149: Brain Tumor Segmentation and Classification Using Binomial Thresholding-Based Bidirectional-Long-Short Term Memory
J. Shreeharsha

159: Predicting the Facial Expression Recognition using Novel Enhanced Gated Recurrent Unit-based Kookaburra Optimization Algorithm
Anand M, Babu S

171: Unprecedented Security Analysis Results for a Novel Key Expansion Algorithm Based on Protein Sequences, Dynamic Mealy Machine, and 3D Logistic Map
Radhwan Jawad Kadhim, Hussein K. Khafaji

189: Towards Quantum Computing-Inspired Evolutionary Algorithm for Optimized Cloud Resource Management
Visalaxi G, Muthukumaravel A

199: A CNN and BiLSTM Fusion Approach Toward Precise Appliance Energy Forecasts
Khush Attarde, Javed Sayyad

214: Optimizing Feature Selection Method in Intrusion Detection System Using Thresholding
Muhammad Arif Faizin, Dias Tri Kurniasari, Nazhifah Elqolby, Muhammad Aidiel Rachman Putra, Tohari Ahmad

227: Partial Transmit Sequence Chaotic Sand Cat Swarm Optimization Based Phase Optimizer for Peak-to-Average Power Ratio Reduction
Sowmyashree Mandya Siddegowda, Sharath Sampaiah

239: Security and Privacy Considerations in Multimedia Resource Management Using Hybrid Deep Learning Techniques in Cloud Computing
Nallasivan. G, Karpagam. T, Geetha. M, Sankarasubramanian. R. S, Kannan. R, Bhuvanesh. A, Poojitha. G

250: Enhancement of the Blood Glucose Level for Diabetic Patients Based on an Adaptive Auto-Tuned PID Controller via Meta-Heuristic Methods
Khulood Eskander Dagher, Joseh Haggege

262: Conditional Preference Networks in Multiobjective Evolutionary Algorithms
Abdulaziz Alashaikh

276: Stochastic Shaking Algorithm: A New Swarm-Based Metaheuristic and Its Implementation in Economic Load Dispatch Problem
Purba Daru Kusuma, Anggunmeka Luhur Prasasti

290: Performance Analysis of End-to-End Neural Coreference Resolution in English and Indonesian Texts
Gunawan, Ivan Hosea, Esther Irawati Setiawan, Kimiya Fujisawa

314: A Unique Query Processing Framework using Lexical-Cepstral Feature Extraction based B2DT Classifier in Natural Language Processing
Ashlesha Kolarkar, Sandeep Kumar

329: Study of Air in a Vehicle Brake System by TOPSIS and EDAS Combining with FAHP
Weerachai Khamwiangsa, Sakon Klongboonjit

341: Convolutional Neural Network with Coordinate Attention Module for the Detection of Skin Cancer
Usha Thirugnanam, Nalini Joseph, Umarani Srikanth, R. Anand

352: Spatio-Temporal Bi-LSTM Based Variational Auto-Encoder for Multivariate IoT Data Imputation
Venkata Vidyalakshmi Guggilam, Gopikrishnan Sundaram

368: Robust Control and Energy Management in Grid-connected Photovoltaic-battery Energy Storage Systems
Salwa Naddami, Najib Ababssi

380: Optimal Integration of Battery Energy Storage Systems in Power Distribution Networks Using Hunger Game Search Algorithm
Sarmad Ibrahim, Akram Jaddoa Khalaf, Shamam Alwash

393: Automated System of Water Quality Monitoring for Prawn Industry via Labview And Internet of Things
Nor Salwa Damanhuri, Mohamad Haizan Othman, Nor Azlan Othman, Belinda Chong Chiew Meng, Mohd Hanapiah Abdullah, Noor Azlina Mohd Salleh

401: Unsupervised Machine Learning Control Techniques for Solving the General Synthesis of Control System Problem
Karrar Sahib Nassrullah, Ivan Viktorovich Stepanyan, Haider Sahib Nasrallah, Neder Jair Mendez Florez, Abdelrrahmane Mohamed Zidoun, Shahad Raouf Mohammed

417: Predicting Postpartum Depression with Aid of Social Media Texts Using Optimized Machine Learning Model
Devasagayam Suganthi, Arumugam Geetha

428: CCOA-DC: A Novel Optimization with NMF Data Compression in WSN Data Aggregation
Mays Kareem Jabbar, Thaar A. Kareem

445: Facial Expression Recognition Based on GSO Enhanced Deep Learning in IOT Environment
Rana H. AL-Abboodi, Ayad A. AL-Ani

460: Diabetes Prediction and Classification Using Self-adaptive Evolutionary Algorithm with Convolutional Neural Network
Suhas Kamshetty Chinnababu, Anandababu Jayachandra

473: FSDP: Frequent Software Defects Prediction Based on Defect Correlation Learning for Quality Software Development
Sareddy Shiva Reddy, Suresh Pabboju

485: A New Approach of Botnet Activity Detection Models Using Combination of Univariate and ANOVA Feature Selection Techniques
Dandy Pramana Hostiadi, Tohari Ahmad, Muhammad Aidiel Rachman Putra, Gede Angga Pradipta, Putu Desiana Wulaning Ayu, Made Liandana

503: Dwindling DCNN Training Time and Improving Authentication by Spurring Algorithm in Cloud Computing
Kandasamy Gowri, Banthumy Lingam Shivakumar

515: Hardware-in-the-Loop Simulation of Grid Connected Modular Multilevel Converter Using Real Time Simulators
Shivashanker K, Janaki M

527: A Unified Framework for Neurological Disease Detection and Gait Classification Using Deep Graph Learning
P. Vimal Kumar, M. Thiyagarajan, P. Gopi Kannan, S. Edwin Raja, G. Prabaharan

539: ACNN-LSTM: A Novel Deep Learning Approach for Decoding Depression from Resting-State EEG
Annapoorani S, Lakshmi M

551: Focus and Shake Algorithm: A New Stochastic Optimization Employing Strict and Randomized Dimension Mappings
Purba Daru Kusuma

563: Collaborative Attackers Detection and Route Optimization by Swarm Intelligent-based Q-learning in MANETs
Ammaiyappan Kavitha, Valavandan Srinivasan Meenakshi

575: Residual Attention Based Long-Short Term Memory with Self Gated Rectified Linear Unit for Anomalous Behavior Detection
Kiran Kalla, Jaya Suma Gogulamanda

586: Reinforcement Learning-based Joint Interference Mitigation and Resource Allocation in Dense Beyond 5G Heterogeneous Networks
Samar Farhan, Mohammed Aal-nouman

606: An Enhanced Model of Whale Optimization Algorithm and K-nearest Neighbors for Malware Detection
Rami Sihwail, Mariam Al Ghamri, Dyala Ibrahim

622: Development of Intelligent Control Strategy for an Anesthesia System Based on Radial Basis Function Neural Network Like PID Controller
Ahmed Sabah Al-Araji, Khulood Eskander Dagher, Mohammed Najm Abdullah

635: Feature Selection Using Adaptive Weight Based Grey Wolf Optimization for Malware Detection in Android
Arun Singh Thakur, Kireet Muppavaram

647: Global Self-Attention Module Based Convolutional Neural Network for Brain Tumor Classification
Preeti Sadanand Topannavar, Dinkar M. Yadav, Varsha Bendre

658: Using Faster R-CNN to Detect and Recognize Arabic Handwritten Words
May Mowaffaq AL-Taee, Sonia Ben Hassen Neji, Mondher Frikha, Salah Taha Allawi

671: Circular Patch Antenna with Quintuple Band Operation Design Analysis and Performance Evaluation for Multi-Frequency Applications
Sahar K. Hassan, Zaid M. Khudair

682: Morphological and Textural Data Fusion for Breast Cancer Classification Based on Inter and Intra group Variances
Gurudas VR, Shaila SG, Vadivel A

696: Electrocardiogram Based Arrhythmia Classification Using Long Short-Term Memory with Luong Attention Mechanism
Harikrishna Mulam, Venkata Rambabu Chikati, Bhargav Salugu

706: Design of an Iterative Method for Crop Disease Analysis Incorporating Graph Attention with Spatial-Temporal Learning and Deep Q-Networks
Rupali Ashok Meshram, Abrar S. Alvi

720: Text Document Clustering Using Chaotic Northern Goshawk Optimization with K-means Algorithm
Ratnam Dodda, A Suresh Babu

732: Addax Optimization Algorithm: A Novel Nature-Inspired Optimizer for Solving Engineering Applications
Tareq Hamadneh, Khalid Kaabneh, Omar Alssayed, Kei Eguchi, Saikat Gochhait, Irina Leonova, Mohammad Dehghani

744: Design and Analysis of Grouping Non-Active Frequency -Time Index Modulation for Differential Chaos Shift Keying Communication System
Ruaa Abdulkareem Yaseen, Fadhil S. Hasan

758: A Hybrid DMFCC-LPC Based Feature Extraction with DCNN Clustering for Speaker Diarization
Jhansi Rani Kaka, Vijay Kumar Kangala

771: Improved Fibonacci Search Algorithm for Optimal Power Tracking in DFIG-Based Wind Turbine Systems
Saad M. Alwash, Osama Qasim Jumah Al-Thahab, Shamam F. Alwash

783: Apiary Organizational-Based Optimization Algorithm: A New Nature-Inspired Metaheuristic Algorithm
Mais A. Al-Sharqi, Ahmed T. Sadiq Al-Obaidi, Safaa O. Al-mamory

802: A New Hybrid Adaptive Optimization Algorithm Based Wavelet Neural Network for Severity Level Prediction for Lung Cancer Dataset
T. Divya, J. Viji Gripsy

816: Dollmaker Optimization Algorithm: A Novel Human-Inspired Optimizer for Solving Optimization Problems
Saleh Al omari, Khalid Kaabneh, Ibraheem AbuFalahah, Kei Eguchi, Saikat Gochhait, Irina Leonova, Zeinab Montazeri, Mohammad Dehghani