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Contents &
Papers 2023

Volume 16,

Issue 6

DEC 2023

(31 December, 2023)

Contents & Papers

1: Deep Learning Analysis of Impact of Arctic Sea Extent Over Indian Ocean Sea Surface Temperature
Bhupender Singh, Y. D. S. Arya, K. C. Tripathi

13: Improved Sunflower Optimization Algorithm Based Encryption with Public Auditing Scheme in Secure Cloud Computing
M. Mageshwari, R. Naresh

24: An Optimized Uncertainty Aware Fine-Tuned Transfer Learning for COVID-19 Diagnosis from Medical Images
Deepika Selvam, Rajeswari Murugesan

35: Design of Barnacle Mating Optimizer with Deep Learning Based Classification Model for Medical X-Ray Images
T. Kumar, R. Ponnusamy

46: LSTM based Modified Remora Optimization Algorithm for Lung Cancer Prediction
Manaswini Pradhan, Ioana L. Coman, Subhankar Mishra, Thanh Thieu, Alauddin Bhuiyan

60: An Efficient Intrusion Detection System in Cloud Network Based on Deep Learning and Improved Marine Predators-Particle Swarm Optimization
Badari Narayan Vijayeendra Srinivasa Murthy, Siddappa Madappa

72: A New Approach for Detecting Selfish-Mining Attacks in Blockchain Networks
Amira Hamdi Shaaban, Saleh Mesbah Elkaffa, Gamal Abd El-Nasser A. Said, Osama M Badawy

85: Experimental Analysis of Heart Disease Prediction Using Machine Learning with Emphasis on Hyper Parameter Tuning and Recursive Feature Elimination
Snehal Bankatrao Shinde, Kankipati Lahari, Keerthika Chowdary Garimella, Vicharapu Sowmya Sree, Nileshchandra K Pikle, Girish S Bhavekar, Pradnya Borkar, Sagarkumar Badhiye, Mukesh Raghuwanshi

101: Image Encryption in IOT Using Hyper-chaotic System
Rawia Abdulla Mohammed, Maisa'a Abid Ali Khodher, Ashwak Alabaichi

113: MEFNet-Micro Expression Fusion Network Based on Micro-Attention Mechanism and 3D-CNN Fusion Algorithms
Gomathi R, Logeswari S, Jothimani S, Sangeethaa SN, Arul Sangeetha S, LathaJothi V

123: Image Copy-move Forgery Detection and Classification Using Golden Jackal Optimization Based Multi-Support Vector Machine
MR Archana, Dayanand Jamkhandikar, Deepak N. Biradar

134: Classification of Epileptic EEG Signals Using Improved Atomic Search Optimization Algorithm
Madhu Belur Gopala Gowda, Naveen Kumar Boraiah, Varun Eshappa, GopalaKrishna Chandrashekara

145: Cloud Security with Lightweight ABE on Mobile IoT Devices
Keerti Naregal, Vijay Kalmani

158: Cloud-based Paddy Plant Pest and Disease Identification using Enhanced Deep Metric Learning and k-NN Classification with Augmented Latent Fusion
Hendri Darmawan, Mike Yuliana, Moch. Zen Samsono Hadi

171: A Comparative Study of a Hybrid Approach Combining Caesar Cipher with Triple Pass Protocol and Krill Herd Optimization Algorithm (KHO)-Based Hybridization
Liqaa Saadi Mezher, Ayam Mohsen Abbass, Basma Jumaa Saleh

185: Forecasting LTE Network Traffic Using Hot-Winter’s Multiplicative Seasonal Method and Rolling Forecasting for Telecommunication Company Investment Optimization in Indonesia
Endi Rizal Ferdiansyah, Adian Fatchur Rochim, Wahyul Amien Syafei

198: Securing Privacy: Encrypted Image Retrieval with CNNs and Chaos-Based Visual Cryptography on Cloud Computing
Ziyad Tariq Mustafa Al-Ta'i, Shaima Miteb Sadoon

213: A Comparison of Transformer and BiLSTM Based BioNER Model with Self-Training on Low-Resource Language Texts of Online Health Consultations
Diana Purwitasari, Abid Famasya Abdillah, Safitri Juanita, I Ketut Eddy Purnama, Mauridhi Hery Purnomo

225: Heuristically Modified LSTM-Based Reinforcement Learning for Task offloading in Industrial IoT Edge Computing
Udayakumar K, Ramamoorthy S

237: DLBIoT: Deep Learning and Blockchain for IoT Secure Architecture
Mayar M. Moawad, Magda M. Madbouly, Shawkat K. Guirguis

249: BH-Sbox: A Substitution Box Generating Algorithm Based on Chaotic Black Hole Algorithm
Samer Saeed Issa, Abdullah Hasan Ali, Sinan Q. Salih, Faris Hasan Taha

261: An Efficient Hybrid Filter-Wrapper Feature Selection Approach for Network Intrusion Detection System
Samer Saeed Issa, Sinan Q. Salih, Yasir Dawood Salman, Faris Hasan Taha

274: A Link Cost Prediction Method Based on Node Energy Computation for Dynamic Route Switching in MANET
Syeda Ambareen Rana, Bharati Harsoor

286: The Impact of Hepatitis Disease in Pre-processing Approach Using Fuzzy with May-Fly Optimization and Ensemble Classification
C. Saranya Jothi, D. Umanandhini

298: An Efficient Tournament Based Levy Flight Multiverse Optimization for Feature Selection Using Optical Coherence Tomography
Jyothirmai Joshi, Malini Mudigonda, Raghava Morusupalli

312: Enhancing V2I and V2V Communication in Vehicular Networks through GSA-BPSO Optimized Neural Network
Sheela Sadashiviah, Nataraj Kanathur Ramaswamy

328: Multi-objective Sand Cat Swarm Optimization Algorithm for Cluster Head and Routing Path Selection in WSN
Rakshith Nagaraj, Minavathi

339: Forecasting Electricity Generated in A Rankine Power Station Running in Grid-connected Mode
Kossai Fakir, Jules Alexandre Haba, Chouaib Ennawaoui, Mahmoud El Mouden

356: Inter-Scale Amalgam Cluster Dense Graph Convolutional Network for Hepatocellular Carcinoma Detection
Kowsalya Selvaraj, Saraswathi Subbian

366: Design of a Novel Microstrip Ultra-Wideband Power Divider for WLAN and Sub-6 GHz 5G Applications
Azzeddine Sardi, Abdelhadi Ennajih, Jamal Zbitou, Ahmed Errkik

375: Pixel-block-based Steganalysis Method for Hidden Data Location in Digital Images
Ntivuguruzwa Jean De La Croix, Tohari Ahmad, Royyana Muslim Ijtihadie

386: A New Strategic Value for Money Methodology for IS/IT Project Portfolio under Variability
Anass Zaidouni, Mohammed Abdou Janati Idrissi, Adil Bellabdaoui

398: An E-Commerce Based Personalized Health Product Recommendation System Using CNN-Bi-LSTM Model
B Ramakantha Reddy, R. Lokesh Kumar

411: DRGNet: Diabetic Retinopathy Grading Network Using Data Balancing Integrated Transfer Learning with Graph-based KNN Classification
Swetha Pesaru, Naresh K Mallenahalli, B. Vishnu Vardhan

422: A Ranked-Aware GA with HoG Features for Infant Cry Classification
Suhaila N. Mohammed, Adnan J. Jabir

433: Tri-AlgoVision: A Multifaceted Approach for Automated Glaucoma Diagnosis
Hussein Mahdi

445: Enhanced Performance of Isogenies Over Huff Curve for Post Quantum Cryptography
Akash Rathor, Manoj Kumar, R. K. Mishra, Shivender Goswami, Ankit Chaudhary

458: Lung Nodule Segmentation Using Cat Swarm Optimization Based Recurrent Neural Network
Spoorthi Basavarajappa, Shanthi Mahesh

470: Abnormal Crowd Behaviour Detection in Surveillance Videos Using Spatiotemporal Inter-Fused Autoencoder
Dhivya Karunya Sampath, Krishna Kumar

482: Optimal Integration of Photovoltaic Public Charging Stations in Multi-Consumer Electrical Distribution System Using Improved Honey Badger Algorithm
Srinivasarao Thumati, S Vadivel, M Venu Gopala Rao

492: Video Stream based Co-Located Pattern Recognition and Movement Tracking Based on MD-PCA and VDI-FCC Techniques
Jayaram C V, B K Raghavendra

505: Optimizing Spectrum Sensing in Cognitive Radio Networks Using Bayesian-Optimized Random Forest Classifier
Raghavendra L R, Manjunatha R C

519: Generation of Dynamic Substitution Boxes Using HSM Chaos System for Application in Color Images Encrypting
Sura Mazin Ali, Alyaa hasan zwiad, Rusul Mansoor Al-Amri, Alaa Kadhim Farhan

531: Fuzzy C Means Clustering and Sea Lion Optimized Routing for Mobile Adhoc Networks
K. Paul Joshua, D. Srinivasa Rao, D. Madhivadhani, Lily Saron Grace

542: Radio Control Optimization for Enhanced QoS-based Spectrum Selection in Heterogeneous 5G Environments with eMBB and uRLLC
Haider D. Albonda

553: An Early Detection and Classification of Breast Cancer Using Weight based AdaBoost Algorithm
Asha Kethaganahalli Hanumanthaiah, Manju More Eshwar Rao, Soumyashree Muralidhar Panchal

564: AMVAFEx: Design of a Multispectral Data Representation Engine for Classification of EEG Signals via Ensemble Models
Komal R. Hole, Divya Anand

576: Real Estate Tax Prediction using Deep Neural Network and Bayesian Optimization
Amal R. Saleh, Motaz A. Elsaban, Mohamed M. Saleh, Hisham M. AbdelSalam

590: Trust Based Multi Objective-Pelican Optimization Algorithm for Mobile Ad Hoc Networks
Lavanya Nagichetty Lakshminarayana, Shashi Rekha Gangadharaiah, Madhushree

600: Conflicting Behaviour Attack Prediction using Machine Learning for Mobile Adhoc Network
Vijay Anand Krishnan, Abel Thangaraja Ganesan

610: A Novel Shadow Removal Adversarial Network with Multi-scale ROI-based Deep Model for Classification of Fruit Diseases
Kavitha Shanmugam, Sarojini Kaliyamoorthi

620: Early-stage Glaucoma Disease Prediction Using Ensemble Optimized Deep Learning Classifier Model
Jincy C Mathew, V. Ilango, V Asha

638: A Hybrid Deep Learning Technique for Feature Selection and Classification of Chronic Kidney Disease
Ramya Asa Latha Busi, James Stephen Meka, P V G D Prasad Reddy

650: An Enhancement of Tree-Structured Deep Learning Classification Through Semantic Enabled Frequency Aware Data Augmentation
Nirmala Velusamy, Jayanthi Boopathy

659: FOPID Neural Network Controller Design for Nonlinear CSTR System
Zaid S. Mohsen, Mohamed Jasim Mohamed

673: Migrating Walrus Algorithm: A New Metaheuristic that Hybridizes Migration Algorithm and Walrus Optimization Algorithm
Purba Daru Kusuma, Anggunmeka Luhur Prasasti

684: A Trust-enhanced Recommender System for Patient-Doctor Matchmaking in Online Healthcare Communities
Abdelrahman Hussein, Qusai Shambour

695: Integrating Grey Wolf Optimizer for Feature Selection in Birdsong Classification Using K-Nearest Neighbours Algorithm
Ricardus Anggi Pramunendar, Pulung Nurtantio Andono, Guruh Fajar Shidik, Rama Aria Megantara, Dewi Pergiwati, Dwi Puji Prabowo,Yuslena Sari, Lim Way Soong

706: Text Matching Technique-based Intelligent Web Crawler in Hybrid Mode
Amol Subhash Dange, Manjunath Swamy Byranahalli Eraiah, Asha Kethaganahalli Hanumanthaiah, Manju More Eshwar Rao, Sunil Kumar Ganganayaka

718: Abnormal Activity Recognition with Residual Attention-based ConvLSTM Architecture for Video Surveillance
Anagha Deshpande, Krishna Warhade, Pratap Sanap

731: An Effective Double Density Dual-Tree Complex Wavelet Transform Based Denoising for MIMO-OFDM
Purva Yogesh Kamat Mhamai, Suraiya Tarannum

740: Hybrid Model-Based Cauchy and Machine Learning Algorithms for IoT- Intrusion Detection System
Qassim Abd A. Hadi, Ali Saeed D. Alfoudi, Ahmed M. Mahdi

753: An Efficient Handover Authentication Mechanism Using Deep Learning in SDN-Based 5G HetNets
Shivanand V. Manjaragi, S. V. Saboji

771: Effective Deep Learning Network Model for Multi-Class Skin Cancer Classification
Vankayalapati Radhika, B. Sai Chandana

783: PID Neural Controller Design for Nonlinear Inverted Pendulum System
Zaid S. Mohsen, Mohamed Jasim Mohamed

799: Crowbar With a Parallel RpLp Configuration Using PI Controller to Solve the Problem of DFIG-Wind Farm Stability During a Symmetrical Fault
Azeddine Loulijat, Mouncef El Marghichi, Mohamed Makhad, Naoufl Ettalabi

813: An Efficient Spam Mail Classification Approach Using Improved Moth Flame Optimization and Multi-class Support Vector Machine
Merly Thomas, Bandu B. Meshram

824: Enhancing Resource Allocation and Optimization in IoT Networks Using AI-Driven Firefly Optimized Hybrid CNN-BILSTM Model
Mustafa Yahya Hassan, Ali Hamza Najim, Kareem Ali Malalah Al-sharhanee, Mohammed Ayad Alkhafaji, Ridha Mohammed Alfoudi,Worod Adris Shutnan

838: An Intelligent Traffic System Based on Internet of Vehicles Using Adaptive Traffic Management Algorithm
P. Oliver jayaprakash, M. Mohan Babu, B. Damodhara Reddy, S. Herald Lessly

850: Hybrid Image Encryption Technique for Securing Color Images Transmitted Over Cloud Networks
Suhad Abbas Yassir, Haidar Raad Shakir

863: OptiPhishDetect: Optimized Phishing Detection through Learning based GCN with Scoring Model
Subashini K, Narmatha V

874: Recognition of Indian Continuous Sign Language Using Spatio-Temporal Hybrid Cue Network
Prema Muthusamy, Gomathi Pudupalayam Murugan

886: Power Aware Energy Efficient based Virtual Machine Migration Using Enhanced Pelican Remora Optimization in Cloud Center
Rukmini S, Shridevi Soma

896: Spatial-Spectral Sparse Optimized CNN for Hyper Spectral Image Classification
Sneha G Venkateshalu, Santhosh Laxman Deshpande

909: Guided Co-operative Waderhunt Neural Network for Measuring the Temperature of Visible Heat Source
Sanket Satish Mane, Ajit Kumar Santra

925: Optimal Reconfiguration of Fully Automated Distribution System for Reliable and Resilient Operation Using Hybrid Single Candidate Optimizer
V Sai Geetha Lakshmi, M Devika Rani, F Jeno Jasmine, Rathinam Muniraj, P Muthukumar

935: An Improved Northern Goshawk Optimization for Optimal Reconfiguration of Modern Electrical Distribution System for Loadability Enhancement
Shaikh Sohail Mohiyodin, Rajesh Maharudra Patil, M. S Nagaraj

946: Traffic Flow Prediction and identifying Critical Node Networks using Attention-based Spectral Temporal Graph Neural Network
Sreenath Marimakalapalli Venkatarama Reddy, Annapurna Dammur, Anand Narasimhamurthy

956: Prediction Model for Stock Trading using Combined Long Short Term Memory and Neural Prophet with Regressors
Barani Shaju, Valliammal Narayan

965: Secure Selective Image Encryption Based on Wavelet Domain, 3D-Chaotic Map, and Discrete Fractional Random Transform
Haidar Raad Shakir

981: A Novel Framework for Future Human Activity Prediction Using Sensor-Based Data
Mohammad Khalaf Rahim Al-juaifari, Alih. Ali Athari

992: The Powerful Activity for FBMC-OQAM Wireless Communication System Relies on Slantlet Transform
Raad Farhood Chisab

1006: Lightweight Hybrid CAE-ELM and Enhanced Smote Based Intrusion Detection for Networks
D. Shankar, G.Victo Sudha George, N. Kanya, S. Saraswathi

1021: Time Loss Function-based Collaborative Filtering in Movie Recommender System
Triyanna Widiyaningtyas, Didik Dwi Prasetya, Heru Wahyu Herwanto