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Contents &
Papers 2024

Volume ,

Issue

AUG 2024

(31 August, 2024)

Contents & Papers

1: Detection and Sentiment Analysis Based on Mental Disorders Aspects Using Bidirectional Gated Recurrent Unit and Semantic Similarity
Abi Nizar Sutranggono, Riyanarto Sarno

16: Secure Cluster Based Routing Using Trust-based Modified Moth Flame Optimization Algorithm for WSN
Sowmyashree Malligehalli Shivakumaraswamy, Saritha Ibakkanavar Guddappa, Naveen Ibakkanavar Guddappa

26: Automated Cataract Detection and Classification Using Random Forest Classifier in Fundus Images
Esra’a Mahmoud Jamil Al Sariera, M. C. Padma, Thamer Mitib Al Sariera

45: Network Intrusion Detection System Based on Information Gain with Deep Bidirectional Long Short-Term Memory
Woothukadu Thirumaran Valavan, Nalini Joseph, G. Umarani Srikanth

57: Chaos Reptile Search Algorithm Based Clustering and Routing for Internet of Things assisted Wireless Sensor Network
Narasimha Murthy Madiwala Satyanarayana Rao, Kannughatta Narasimhamurthy Shreenath, Udayakumar Nittur Lakshminarayanachar, Thirthe Gowda Mallinathapura Thimmegowda, Atur Venkateshmurthy Krishna Mohan

67: Content-based Image Retrieval Using the 2-Dimensional Convolutional Neural Network
Rajath Arakere Narayanaswamy, Vidyalakshmi Krishne Gowda, Geevagondanahalli Narayanappa Keshava Murthy

77: Multi Objective-Trust Aware Coati Optimization Algorithm for Secure Cluster Head and Route Discovery in IoT-WSN
Shruthi Bennur Mallikarjuna, Channakrishna Raju

87: Power Quality Performance Enhancement Using Single-phase UPQC with Fuzzy Logic Controller Integrated with PV-BES System
Amirullah Amirullah, Adiananda Adiananda

109: Adaptive Hybridization of Differential Evolution and DQN - Reinforcement Learning to Solve the Influence Maximization Problem in Social Networks
Agash Uthayasuriyan, Hema Chandran G, Kavvin UV, Sabbineni Hema Mahitha, Jeyakumar G

126: MR2LAR: Mobility and Range Restricted Location Aided Routing for Mobile Ad-Hoc Networks
Srividya P, Pavani B, Venkata Subbareddy K

138: Optimal Location and Sizing of PV-UPQC-O in Distribution Feeders with Electric Vehicles Using Gazelle Optimization Algorithm
Ramesh Puppala, Chandra Sekhar K

148: A Novel Approach for Detecting Unauthorized Requests in Software-Defined Networks Using Hybrid Particle Swarm and Automated Grey Wolf Optimizer Algorithm
Aminata Dembele, Elijah Mwangi, Kennedy K. Ronoh, Edwin O. Ataro

162: Preserving Confidential Data Using Improved Rivest-Shamir Adleman to Secure Multi-Cloud
Harish Naik Bheemanaik Manjyanaik, Rajanikanta Mohanty, Jayanthi Mangayarkarasi Kannan

172: Student Learning Based Data Science Assisted Recommendation System to Enhance Educational Institution Performance
D. Naga Jyothi, Uma N Dulhare

188: Adaptive Gamma and Color Correction for Enhancing Low-Light Images
Ali Hakem Alsaeedi, Suha Mohammed Hadi, Yarub Alazzawi

202: SHQEHFSO: Design of an Efficient Model for Scalable and High QoS Blockchain Using Q Learning and Elephant Herd Fish Swarm Optimization
Vijay Anand R, Shanmuga Priyan T, Madala Guru Brahmam, Balamurugan Balusamy, Francesco Benedetto

215: Human Activity Recognition for Elderly Care Using Light Gradient Boosting Machine (LGBM) Algorithm in Mobile Crowd Sensing Application
Erita Cicilia Febrianti, Amang Sudarsono, Tri Budi Santoso

230: Carpet Weaver Optimization: A Novel Simple and Effective Human-Inspired Metaheuristic Algorithm
Saleh Alomari, Khalid Kaabneh, Ibraheem AbuFalahah, Saikat Gochhait, Irina Leonova, Zeinab Montazeri, Mohammad Dehghani, Kei Eguchi

243: A Lightweight Deep Learning-Based Ocular Disease Prediction Model Using Squeeze-and-Excitation Network Architecture with MobileNet Feature Extraction
Amera W. Al-funjan, Hanaa M. Al Abboodi, Najlaa Abd Hamza, Wafaa M. Salih Abedi, Alaa H. Abdullah

263: Detecting and Classifying Line-to-Line Fault in Photovoltaic Arrays Under Challenging Conditions Using Machine Learning Classifiers
Haider Abbas Hasan, Mohanad Abd Shehab, Ammar Al-Gizi

277: Coati Optimized Transfer Leaning with Vision Transformer Model for Improving Deep Learner based Plant Diseases Detection
Pandurangan Indumathi, Rathinasamy Kumuthaveni

289: SOOTY FRUIT: Fruits Item Classification Using Sooty Tern Optimized Deep Learning Network
Josephin Shermila. P, Seethalakshmi. V, Ahilan. A, Devaki. M

299: Imputation of Missing Data Using Masked Denoising Autoencoder with L2-Norm Regularization in Software Effort Estimation
Robert Marco, Sharifah Sakinah Syed Ahmad

314: Fast Depth Decision Algorithm with Spatial Homogeneity and Threshold Value Modified on Versatile Video Coding (VVC) Partitioning
Alexander V. Bukit, Suwadi, Wirawan, Titiek Suryani, Endroyono

328: Enhancing Solar Panel Fault Detection: An Efficient Multidomain Feature Analysis Model with Entropy-Guided Saliency Map Segmentation
Sujata P Pathak, Sonali A Patil, Dhirendra Mishra

340: Enhancing the Accuracy of 3D Brain MRI Reconstruction via Super Resolution by Utilizing Residual Variational Autoencoder
Muhammad Ibadurrahman Arrasyid Supriyanto, Riyanarto Sarno, Chastine Fatichah, Supriyanto

352: Data Hiding Approach to Enhance the Audio Sample Spaces Using Interpolation and Multi-layering
Daffa Tristan Firdaus, Ntivuguruzwa Jean De La Croix, Tohari Ahmad, Pascal Maniriho, Ary Mazharuddin Shiddiqi, Diana Purwitasari

364: Community Detection in Complex Network Using Improved Hybrid Harris Hawk and Coot Bird Optimization Algorithm
Yashaswini Doddamane Kenchappa, Mohan Kumar Antharasanahalli Venkataramaiah, Shankara Gowda Solmangowda Rudregowda

376: Enhancing Malware Detection through Self-Union Feature Selection Using Firefly Algorithm with Random Forest Classification
Mosleh M. Abualhaj, Mahran Al-Zyoud, Adeeb Alsaaidah, Ahmad Abu-Shareha, Sumaya Al-Khatib

390: An Effective Method for Forecasting Electrical Load Data Using Temporal Convolution Attention-based Long Short-Term Memory
Sridhar Hassan Siddappa

399: A Novel Hybrid Encoder and Deep Learning Model for Enhancing Rumor Detection from Social Media Texts
Siddheswaran Vanitha, Raju Prabahari

411: Path Planning Improvement Using a Modified Q-learning Algorithm Based on Artificial Potential Field
Firdos N. Irzoqe, Firas A. Raheem, Ahmed R. Nasser

424: Efficient Congestion Control Mechanism and Handover Management Scheme for Performance Enhancement of TCP over IoT Network
Sultana Parween

438: GastroFPN: Advanced Deep Segmentation Model for Gastrointestinal Disease with Enhanced Feature Pyramid Network Decoder
Haithem Kareem Abass, Mina H. Al-hashimi, Ammar S. Al-Zubaidi, Mohammed Al-Mukhtar

451: Protection of the Image Data by Using Chaotic Maps and DNA Sequence
Salah Taha Allawi, Yasmin Makki Mohialden, Nadia Mahmood Hussien

463: Multi-Factor Lightweight Key Agreement Protocol for Data Confidentiality and Integrity in IoT Environment
N. Shashikala, T.N Anitha, Priti Mishra, Renuka Patil Herakal, Jayasudha Kolur

479: The Unscented Kalman Filter for Real-Time Target Localization and Tracking in WSN Using Hybrid NPO-ANN Method
Suphian Mohammed Tariq, Intisar Shadeed Al-Mejibli

491: Design of a Robust PID-PSS & FACTS Using Craziness Particle Swarm Optimization in Sulselrabar System
Makmur Saini, Muhammad Ruswandi Djalal, A.M. Shiddiq Yunus

504: A Novel Framework based on Extra Tree Regression Classifier and Grid Search LSTM for Intrusion Detection in IoT and Cloud Environment
H. Kanakadurga Bella, S. Vasundra

518: A Novel Binary Drawer Algorithm for Feature Selection in AI Application
Hasan Azeez

530: Improvement of Tradition Dance Classification Process Using Video Vision Transformer based on Tubelet Embedding
Edy Mulyanto, Eko Mulyanto Yuniarno, Oddy Virgantara Putra, Isa Hafidz, Ardyono Priyadi, Mauridhi H. Purnomo

547: Enhancing Formal Concept Analysis with the Kernel Concept Set Approach: A Novel Methodology for Efficient Lattice Reduction
Mohammed Alwersh, László Kovács

564: Sculptor Optimization Algorithm: A New Human-Inspired Metaheuristic Algorithm for Solving Optimization Problems
Tareq Hamadneh, Khalid Kaabneh, Omar AlSayed, Gulnara Bektemyssova, Zeinab Montazeri, Mohammad Dehghani, Kei Eguchi

576: Development of Path-Finding Controller Design for Hovercraft Model via Neural Network Technique and Meta-Heuristic Algorithms
Sura Muhi Hussein, Ahmed Sabah Al-Araji

598: Prognosis of COVID-19 Using Ultrasound Scans Augmented by Generative Adversarial Networks
Dasari Naga Vinod, N. Kapileswar, Judy Simon, Phani Kumar. P, Saraswathy. M

611: Dynamic Approach for Time Reduction in RSA Algorithm through Adaptive Data Encryption and Decryption
Pradeep Krishnadoss, Palani Thanaraj Krishnan, Nishanth Paramasivam, Deepesh Sai Kesavan, Anish Thishyaa Raagav

622: SOM based Multi-Stage CBIR Method Using the Features of CPVTH, POPMV and MDLBP Integrated with Multi-Query
J. Anto Germin Sweeta, B. Sivagami

634: Migrating Relational Databases to NoSQL-Oriented Documents Using Object-Oriented Concepts
Alae El Alami, Youness Khourdifi, Zakariyaa Ait El Mouden, Mohammed Lahmer, Moulay Lahcen Hasnaoui

649: Anomaly Detection Based on Hierarchical Federated Learning with Edge-Enabled Object Detection for Surveillance Systems in Industry 4.0 Scenario
Ibrahim Ali Alnajjar, Laiali Almazaydeh, Ali Abu Odeh, Anas A. Salameh, Khalid Alqarni, Anas Ahmad Ban Atta

666: Graph Representation Learning for Predicting Diverse Sources of Drug Interactions
Swathi Mirthika G. L, B. Sivakumar

679: Unleashing SMOTE and Grey Wolf Optimization Approaches to Elevate Neural Networks for Superior Rainfall Prediction
H. Mancy, Amira El Khateeb, Hoda A. Ali, Kamal El Dahshan

689: Hybrid Artificial Fish Swarm Optimization with Deep Learning-Driven Cloud Assisted Cyberattack Detection
Ahmed Al-Khayyat, Mahmood Anees Ahmed, Ahmad Taher Azar, Zeeshan Haider, Ibraheem Kasim Ibraheem

704: Enhanced Brain Tumor MRI Scan Reconstruction via the EI-Fusion-Net Model
BSH. Shayeez Ahamed, Radhika Baskar, G Nalinipriya

714: Detection of Lung Cancer Using Multi-Stage Image Processing and Advanced Deep Learning InceptiMultiLayer-Net Model
Syed Zaheer Ahammed, Radhika Baskar, G Nalinipriya

728: Hybrid Machine Learning Approach for Accurate Heart Disease Prediction
Mohammed Ahmed, Idress Husien

738: Solving the Multi-objective Economic-Emission Load Dispatch Optimization Problem Using Hybrid GWO-PSO Algorithm
Shatha. S. Abdulla Al-kubragyi, Inaam Ibrahim Ali, Hazim. S. Mohsen Alwazni

751: Membrane Computing-based Resource Scheduling Using Meta-Heuristic Firefly Optimization Algorithm for Cloud Environment
Visalaxi G, Muthukumaravel A

761: Orchestration Framework Based on Revocable Dynamic Hash Table for Dynamic Access of Data in Multi-Cloud Environments
Zameer Ahmed Adhoni, Dayanand Lal Narayan

777: Golden Tortoise Beetle Optimized Deep Learning Framework for Resource Allocation in 6G Networks
Maria Jesi. P, Venkatesh. R, Raju Dandu. V. S. R. K, Satheesh. P. G

788: Enhancing User Engagement in Mobile Banking Through Personalized Gamification: A Cognitive Evaluation Theory Approach
Putri Taqwa Prasetyaningrum, Purwanto Purwanto, Adian Fatchur Rochim

808: Time-Aware Attention and Knowledge Graph Embedding in Deep Learning Model for Improving Customer Preference Based Recommendations
Natarajan Sathya, Subramaniam Duraisamy, Thangamuthu Latha Maheshwari

819: Towards Energy Load Balancing in Clustered IoT Network through Unsupervised and Nature Inspired Learning
Prasad Nagelli, Ramana Nagavelli

832: Cosine Similarity Based Golden Jackal Optimization for Efficient Task Scheduling in Cloud Computing
Mohammed Ziaur Rahman, Anandaraj Shanthi Pichandi

844: A New Metaheuristic Called Stay-Jump Optimizer and Its Utilization on Economic Emission Dispatch Problem in Java-Bali Power Grid
Purba Daru Kusuma

857: MSAG_ENET Based Medical Image Augmentation and Classification of 2D-US Fetal Brain Anomalies
D. Vetriselvi, R. Thenmozhi

870: Comparative Study of Various Controllers Improved by Swarm Optimization for Nonlinear Active Suspension Systems with Actuator Saturation
Mohammed A. AL-Ali, Omar F. Lutfy, Huthaifa Al-Khazraj

882: Distributed Cluster Head Selection Using Progressive Index-Modulation for Energy-Efficient Inter and Intra-Cluster Communication in Multi-Hop WSNs
Monika Parameswaran, Vijayalakshmi Shanmugam

893: Blocollab: A Blockchain-aided Deep Learning Model for Hybrid and Collaborative Routing Attack Detection and Mitigation in RPL
Omar A. Abdulkareem, Raja Kumar Kontham, Israa T. Aziz

909: Factors Influencing Blockchain Adoption in Digital Healthcare: A Gaussian Fuzzy Delphi Approach for Handling Uncertainty in Experts’ Opinion
Ahmed Mohamedsaleh Altawri, Rosnafisah Bt Sulaiman

932: COCOMO II-FG-HGWO: A Modified Hunting Gray Wolf Optimization for Improving Constructive Cost Model II Performance
Rahmi Rizkiana Putri, Daniel Siahaan, Chastine Fatichah

944: Image Cryptography Based on Confusion and Diffusion Using 6D Hyper Chaotic System and Fibonacci Q-matrix
Donia Fadil Chalob, Rusul Hussein Hasan, Rusul Fadhil Yaser

957: A New Framework for Evaluating Random Early Detection Using Markov Modulate Bernoulli Process Stationary Distribution
Ahmad Adel Abu-Shareha, Mosleh M. Abualhaj, Mohammad A. Alsharaiah, Qusai Y. Shambour, Adeeb Al-Saaidah

970: Classification of Epileptic Seizure Using Hierarchical Long Short-Term Memory with Skip Connection Method
Nageshwar Voruganti, Vijaya Kumar Gurrala

981: GRAINY-XAI: A Domain-wise Granular Analysis of Sarcastic Text Using Explainable-AI Techniques
Jatinderkumar R. Saini, Shraddha Vaidya, Isha Dhulekar, Kaushika Pal

994: A Hybrid Clustering Strategy for Recommending Pick-Up Locations to Cab Drivers in Cluster-Based Cab Recommender System (CBCRS)
Supreet Kaur Mann, Sonal Chawla

1005: Implementation of Motion Estimation Algorithms in Multi-scalability to Provide High-efficiency Video Coding
Agus Purwadi, Suwadi, Wirawan, Esa Prakasa

1028: A Model for Song Recommendation Based on Facial Emotion Analysis and Musical Emotion
Hung Nguyen, Nha Tran, Y Tran, Dat Ly, Anh Tran, An Nguyen, Hau Vo

1042: Mango Leaf Disease Classification with Transfer Learning, Feature Localization, and Visual Explanations
Shaik Thaseentaj, S. Sudhakar Ilango

1064: 2D Henon, Tinkerbell and Tent Sine Chaos Map for Digital Signature System based on Modified Schnorr and Elgamal Schemes
Rusul Mansoor Al-Amri, Rafida M. Elobaid, Alaa kadhim farhan, Wageda Al-sobky, Hossam E. Ahmed

1079: Model Analytic in Fintech User Comment Features Using LDA-CNN on Imbalanced Data
Albertus Dwiyoga Widiantoro, Mustafid Mustafid1 Ridwan Sanjaya

1099: Dual-podal of Vivaldi Vehicular Antenna for IoV in 5G Communications
Bashar Mudhafar Ahmed, Laith Ali Abdul-Rahaim

1108: Advancing Sentiment Analysis in Restaurant Reviews through Unsupervised Machine Learning Algorithms
Vijay Gupta, Punam Rattan

1122: Multi Level Learning based Hierarchical Convolutional Neural Network-Long Short-Term Memory Model for Depression Intensity Prediction
Suganthi Velu, Punithavalli Muthuswamy

1134: A Novel Pseudo-Random Sequence Generator Based Cellular Automata and 2D Hénon Map: Employing Image Encryption via One-Time Pad
Mohamed Amine Nemmich, Asmaa Boudali, Adda Ali Pacha

1146: Improving Prediction Error Expansion with Regression Using Mirror Embedding for Reversible ECG Steganography
Pramudya Tiandana Wisnu Gautama, Tohari Ahmad