Vol. 12 No. 4 (2024)

Research Article

• Forecasting Air Quality with Deep Learning

  Gayathri M. , Kavitha V. , Anand Jeyaraj

  1 - 11

  • PDF

• Optimizing Resource Allocation in Cloud Systems using Reinforcement Learning Driven Dynamic VM Placement

  Utpal Chandra De , Rabinarayan Satapathy , Sudhansu Shekhar Patra

  12 - 24

  • PDF

• Lung Cancer Detection, Prediction and Analysis of Lifestyle Parameters using ML and AI Techniques

  Sarika Davare, Vishal Shirsath, Farook Sayyad

  25 - 36

  • PDF

• Garbage Classification based on Dense Network (GCDN) using Transfer Learning and Modified Hyper Parameter

  Kirit Rathod, Chinmay Vyas, Kamlesh Makvana, Karshan Kandoriya, Ashish Nimavat

  37 - 44

  • PDF

• Object Detection in Satellite Images with Canis Hunt Optimized Tetralet Attention enabled Explainable Convolutional Neural Network

  Mayur Vijaykumar Tiwari, Sanjay Vasant Dudul

  45 - 58

  • PDF

• A Systematic Review of Noninvasive Blood Glucose Estimation Using Near Infrared

  Fitrilina, Muhammad Ilhamdi Rusydi, Rahmadi Kurnia, Budi Sunaryo, Salisa ‘Asyarina Ramadhani5

  59 - 76

  • PDF

• A DenseU-Net framework for Music Source Separation using Spectrogram Domain Approach

  Vinitha George E., V. P. Devassia

  77 - 85

  • PDF

• Multi-Model Machine Learning Based Path Loss Estimation for Indoor 5G Signal Propagation at 12 GHz

  Md Anoarul Islam, Manabendra Maiti, Ardhendu Shekhar Biswas, Vivekananda Mukherjee, Judhajit Sanyal, Quazi Md. Alfred

  86 - 95

  • PDF

• Literature Survey on Face Recognition with Hybrid Deep Learning

  V. Sudha, R. Raja Sekhar

  96 - 109

  • PDF

• Optimizing SQL Query Execution Time: A Hybrid Approach Using Machine Learning and Deep Learning Technique

  Bethineni Saritha, M. Sadanandam

  110 - 116

  • PDF

• Identifying Affective Features of Music Tracks to Determine their Popularity using Machine Learning Approach

  Poonam Saini , Priyanka Shaktawat

  117 - 129

  • PDF

• Development of WT-ANN Model in thick film SnO2 Gas Sensor for Precise Detection of Volatile Organic Compounds in Exhaled Breath

  Madan Lal, Shalu C.

  130 - 137

  • PDF

• Optimized Buffer Management Policy for Tailoring DTN Routing Protocols to IoT

  Anamika Chauhan, Kapil Sharma

  138 - 147

  • PDF

• AGFC - Augmenting Image Analysis: Gradient Magnitude from a Smoothed Image for Improved Feature Detection in Colorectal Imagery

  Madduri Deepika, D. Thiyagarajan, D. Murali

  148 - 161

  • PDF

• An Online Exam Proctoring System Using The GMP-DCNN Approach for the Education Sector

  Raksha Puthran, Anusha Prashanth Shetty

  162 - 171

  • PDF

• Fault Tolerance Enhancement Through Load Balancing Optimization in Cloud Computing

  Bikash Chandra Pattnaik , Bidush Kumar Sahoo, Arabinda Pradhan , Satya Ranjan Mishra , Himadri Sekhar Tripathy , Payal Agasti

  172 - 180

  • PDF

• Enhanced Heart Disease Risk Prediction with Hyperparameter-Tuned Ensemble Models

  Alok Singh Chauhan, Mega Novita, Bambang Agus Herlambang, Dhyanendra Jain, Muhammad Saifuddin Zuhri, Priya Mishra, Dian Ayu Zahraini, Shikha Verma

  181 - 191

  • PDF

• Development of a Web Software for Children and Adolescents Suffering from Autism Spectrum Disorder for Better Learning in Lima, Peru

  Lida Violeta Asencios-Trujillo , Lucia Asencios-Trujillo , Carlos Jacinto La-Rosa-Longobardi, Djamila Gallegos-Espinoza, Cristina Piñas-Livia, Yossely Lopez-Arce

  192 - 200

  • PDF

• Integrating Augmented Reality and Artificial Intelligence to Enhance the Spatial Ability Skills in the Field of Geography

  Anireddy Srilakshmi, Archana Mantri, Deepti Prit Kaur

  201 – 206

  • PDF

• Mathematical Model of Mastitis Detection Using Milk Data Obtained from Sensors

  Nishanov Akhram Khasanovich, Babadjanov Elmurod Satimbaevich, Samandarov Batirbek Satimovich, Toliev Khurshid Ilkhamovich, Gulmirzayeva Gozzal

  207 - 217

  • PDF

• Design and Analysis of Optimal Piped Irrigation Network using CROPWAT, EPANET and Genetic Algorithm

  Pooja Somani, Shrikant Charhate, Avinash Garudkar

  218–225

  • PDF

• From Materials to Methods: The Role of Plasmonics in Modern Sensing Applications

  Yazusha Sharma, Rukhsar Zafar

  226 - 238

  • PDF

• Implementation of 8th Order Delta Sigma Modulation with Reconfigurable Multiple Bandwidth using Truncated Method on FPGA

  Arun Raj S. R, G. Ramana Murthy

  239 - 245

  • PDF

• Performance Graduation Student Predicting Using One-Class Support Vector Machine Algorithm

  M. Ramaddan Julianti, Yaya Heryadi, Budi Yulianto, Widodo Budiharto

  246 - 254

  • PDF

• Multi-Model Analysis on Author Attribution Detection on Assamese Text

  Smriti Priya Medhi, Shikhar Kr. Sarma

  255 - 266

  • PDF

• Maximizing Lifetime of the Network with ML Driven Cluster Head Selection in WSN

  Raman Kumar, Jasmeet Kaur

  267 - 274

  • PDF

• A Comparative Analysis of Various Algorithms of Recommender Systems for Serendipity using Novelty Scores

  Tandel Saurabh, Rana Keyur

  275 - 282

  • PDF

• Advanced Image Forensics: Detecting and reconstructing Manipulated Images with Deep Learning.

  Divya Nimma, Rajendar Nimma, Arjun Uddagiri

  283 – 290

  • PDF

• Prediction of Heart Disease using data mining Techniques Based on Hybrid CNN-light GBM Method

  Elavarasi.C, M. Priya

  291 - 301

  • PDF

• The behaviour of patients No-Show in Online Medical Consultation System: A Systematic Literature Review

  Renu, Amita Dhankhar

  302 - 314

  • PDF

• Friendship Recommendation Algorithms Based on Machine Learning: A Review

  Aadil Alshammari

  315 - 321

  • PDF

• Quantum Machine Learning Algorithms for Optimization Problems: Theory, Implementation, and Applications

  Dattatray Raghunath Kale, Jagannath Nalavade, Sumit Hirve, Sameer Tamboli, Pradnya S. Randive, Nandkishor Karlekar

  322 - 331

  • PDF

• Energy and Environmental Performance Enhancement of Radial Four-Stroke Diesel Engines by using Synergistic Staging Configurations

  Saad S. Alrwashdeh, Ala’a M. Al-falahat

  332 - 337

  • PDF

• QoS Achieving Sector Based Congestion Control Protocol in Wireless Sensor Networks

  Varsharani S. Bondar, Ashwini Naik

  338 - 343

  • PDF

• Hybrid Neural Network with Weighted Modified Cuckoo Search Optimization for Software Defect Prediction: A Soft Computing Approach

  Devi Priya Gottumukkala, Prasad Reddy P V G D, S. Krishna Rao

  344 - 355

  • PDF

• Time Allocation to Management Activities of Retail Msmes Through an Intelligent System

  Alberto Aguilera, Armando Esquinca Moreno, Efrain Solares, Jorge Alfonso Lara-Pérez, Carlos Tolentino

  356 - 365

  • PDF

• An Innovative Method: Identifying Pests Through Artificial Neural Networks and Image Processing

  Ravindra Yadav, Ashok Kumar Yadav, Sanjeev Gangwar

  366 - 372

  • PDF

• Investigation of Suitable Anti Spoofing Algorithm for GNSS Receivers

  Krishna Samalla, P.Naveen Kumar

  373 - 377

  • PDF

• Implementation of Inertial Measurement Unit (IMU) Sensor for Monitoring System Motion Monitoring System for Pregnant Women (SIMBUMIL)

  Nurul Khairina, Susilawati, Suryani Hardjo

  378 - 388

  • PDF

• A Review of Unmanned Aerial Vehicles/Urban Air Mobility Potential Cyberattacks and Authentication Models: A Way Forward

  Aminu Abdulkadir Mahmoud, Sofia Najwa Ramli, Mohd Aifaa Mohd Ariff, Chuah Chai Wen, Nordiana Rahim

  389 - 398

  • PDF

• Detecting Diabetic Retinopathy using Deep Learning

  V. K. Bairagi, Faaris Shaikh, Parmeshwar Randive, Sujeetsing More, Mrinai M. Dhanvijay, Priyanka Tupe-Waghmare

  399 - 407

  • PDF

• Navigating the Scalability Maze in Blockchain Technology – An Analysis of Scalability, Transaction Issues and Solutions

  Ravi Prakash B., Mohamadi Begum Y.

  408 - 423

  • PDF

• Deep Learning-Based Group Activity Recognition Using Multiperson Relational Graph

  Smita S. Kulkarni, Sangeeta Jadhav, Avinash N Bhute, Harsha A Bhute, Ashitosh D. Chavan

  424 - 435

  • PDF

• Predictive Modeling of Dropout in MOOCs Using Machine Learning Techniques

  Kinjal K Patel , Kiran Amin

  436 - 443

  • PDF

• Graph-Based Approach for Solubility Prediction of Drugs using SMILES Data

  Kalidindi Venkateswara Rao,Kunjam Nageswara Rao, G. Sitaratnam, Kandula Vamsi

  444 - 451

  • PDF

• An Exhaustive Investigation into Energy Preservation and Cutting-Edge Technology Utilized in Cloud Data Centers

  Monojit Manna, Indrajit Pan

  452 - 459

  • PDF

• Brain Tumor Segmentation and Classification in Mr Images Using Residual U-Net Semantic Segmentation Model

  Murali Krishna Atmakuri, A. Ganesh Ram, V.V.K.D.V. Prasad

  460 - 470

  • PDF

• Inheritance and Updating Strategies of B&B Design Concepts in the Context of Artificial Intelligence-A Case Study of B&B Design in Southern Anhui, China

  Xiao Junhua, Shahriman Zainal Abidin, Verly Veto Vermol

  471 - 480

  • PDF

• Detecting Deepfakes: Exploring Machine Learning Models for Audio, Video, and Image Analysis

  Nilakshi Jain, Shwetambari Borade, Bhavesh Patel, Vineet Kumar, Mustansir Godhrawala, Shubham Kolaskar, Yash Nagare, Pratham Shah, Jayan Shah

  481 – 487

  • PDF

• An Innovative Approach to Enhance the Safety of Elevator Using Steel Cable Damage Detection Model Based on YOLO

  Muhammad Wahab Hanif, Zhanli Li, Rehmat Bashir

  488 – 495

  • PDF

• Digital & Social Media Impressions in Khadi Industries: An Effective Tool for Global Reach, Sales and Awareness of Khadi

  Lalitha Srinivasan, Ameer Hussain A.

  496 – 518

  • PDF

• Congestion Avoiding Approach Using Optimization Algorithm for IoT Web Services

  Saima Aleem, Shish Ahmad

  519 - 526

  • PDF

• A Note on the String Metric for Word Similarity

  Sanil Shanker K. P., Megha Narayanan, Arunodhaya K. Nambiar

  527 - 531

  • PDF

• GridDR: Enhancing Grid Reliability using Demand Response Program

  Archana Y. Chaudhari, Prasad B. Dhore, Alok R. Kadu, Adarsh K. Satpute, Shrey Y. Wani, Bhushan G. Phule

  532 - 540

  • PDF

• A Bibliometric Analysis of Soil Nutrient Testing Using Digital Image Processing with Vosviewer

  Shivani Sisodia, Saurabh Dhyani

  541 - 547

  • PDF

• The Analysis of Factors Affecting the Successful Implementation of a Forest Management Information System in Forestry Company

  Artanto Rizky Cahyono, Ahmad Nurul Fajar

  548 - 563

  • PDF

• Performance of WBAN under Different Matrices with Mobile Sinks

  Preeti Nehra, Sonali Goyal

  564 - 575

  • PDF

• Analyzing the Bit Error Rate of NOMA over Rayleigh Fading Model.

  Mallikarjun Mudda, Syed Jahangir Badashah, Ambika M., Hoglah Leena Bollam, Shruti Bhargava Choubey, Abhishek Choubey, T. Ramaswamy, SPV Subbarao, Thaduru Rajesh, Patlolla Baswakiran, Gapagari Lokesh

  576 - 582

  • PDF

• Evaluating the Software Engineering Curriculum at JUST: A Comparative Analysis with IEEE Knowledge Areas

  Moh'd A. Radaideh, Qasem Abu Al-Haija

  583 - 593

  • PDF

• Elastic Data Analytics in Healthcare: Enhancing Patient Outcomes

  Shobha Y., Jyothi D. G., Yamini Sahukar P

  594 - 599

  • PDF

• Powered Hazard Distribution through Order Statistics and Its Applications

  M. I. Khan, Abdelfattah Mustafa,

  600 - 608

  • PDF

• Enhancing Cardiovascular Disease Diagnosis: A Hybrid Model of Whale Optimization Algorithm with Multilayer Deep Perceptive Classifier

  G. Angayarkanni , M. Rajasenathipathi

  609 - 617

  • PDF

• IDS Range of Attack in WSN and Prevention Using PSO Fitness Measures

  Annavaram Kiran Kumar,R. Praveen Sa, K. Madhavi

  618 - 623

  • PDF

• Sentiment Analysis for Prediction of Brand Value Using Albert Model

  Pallavi Suryavanshi, Sharad Gangele

  624 - 633

  • PDF

• Enhancing Machine Learning Resilience to Adversarial Attacks through Bit Plane Slicing Optimized by Genetic Algorithms

  Ganesh Ingle ,Sanjesh Pawale

  634 - 656

  • PDF

• A Hybrid Recommender System Exploits Layered Convolutional Neural Networks.

  Naveen Kumar Navuri, CVPR Prasad

  657 - 668

  • PDF

• Resource Offloading (Balancing) in Cloud Environment using Particle Swarm Optimization and Improved Particle Swarm Optimization on Xen Server

  Akash Dave, Hetal Chudasama

  669 - 676

  • PDF

• Analyzing the Impact of Lexicon Based Features for Emotion Classification

  Affreen Ara , Rekha V.

  677 - 687

  • PDF

• Integrating User Attribute Influences and DL-Based Anonymization for Enhanced Privacy Protection in Medical Record Data Sharing for Publishing

  Lingam Suman, S. Venkata Lakshmi

  688 - 696

  • PDF

• Bayesian Analysis of Micro-Expressions: A Study on CASME II and AffectNet

  Viola Bakiasi (Shtino)

  697 - 704

  • PDF

• Hyperparameter Tuning of the LSTM model for Stock Price Prediction

  Vikas Deswal , Dharminder Kumar

  705 - 712

  • PDF

• Traffic Prediction Based on Air Quality in IoT-Based Smart City Using Regression and Ensemble Techniques: Bagging and Stacking

  Praveena Kumari M. K., Manjaiah D. H., Ashwini K. M.

  713 - 722

  • PDF

• Enhancing Predictive Accuracy in Phishing Attack Detection: A Study on the Impact of Collinearity and Feature Selection in ML-based Logistic Regression Models

  Sagar Aghera, Nikhil Yogesh Joshi

  723 - 728

  • PDF

• Environmental Regulations in Computing: Policies and Practices

  Deepa Rani

  729 - 734

  • PDF

• Recommendation System using Neutrosophic Logic in Agriculture

  Sitikantha Mallik, Suneeta Mohanty, Bhabani Shankar Prasad Mishra

  735 - 741

  • PDF

• Analyzing the Effect of Different Activation Functions in Deep Learning on Accuracy and Execution time

  Mahesh D. Titiya, Arjun V. Bala, Sheshang Degadwala

  742 – 749

  • PDF

• Building Trust on the IoT Connected World: Addressing Security Challenges in IoT Architectures and Applications

  Mahesh D. Titiya, Maulik D. Trivedi, Sheshang Degadwala

  750 – 758

  • PDF

• System Model and Problem Formulation to Address Performance Issues in Edge Intelligence

  Brinda Parekh, Kiran Amin

  759 – 767

  • PDF

• A Secure E-voting System based on Elliptic Curve Digital Signature Algorithm with Hybrid Consensus Mechanism

  Padmavathi Vurubindi, Sujatha Canavoy Narahari, V. Raja Rajeswari, Abhishek Gudipalli, Jayanth Kumar Mutha, Saikiran Reddy Medhimale

  768 – 778

  • PDF

• Improving Opinion Mining Accuracy with Dragonfly Algorithm-Based Hybrid Classification

  Mikanshu Rani, Jaswinder Singh

  779 – 789

  • PDF

• An Artificial Intelligence Based Optimal Technique for Coordinating Multiple Setting Group Type Overcurrent Relays Considering Network with Renewable-Resources

  Jaydeepsinh Sarvaiya, Tejaskumar Pandya, Mehul Vala

  790 - 797

  • PDF

• Rest-Rec: Restaurant Recommender System Based on Model Based Collaborative Filtering Approach

  D. Banumathy, V. Maheskumar, R. Vijayarajeswari, P. Thiyagarajan

  798 – 801

  • PDF

• K-Means Segmentation and Normalized Histogram: An Effective Method for Detecting Brain Tumor from MRIs

  K. Pugazharasi, K. Sakthivel, R. Vijayarajeswari, N. Pushpa

  802 - 814

  • PDF

• Flexible and Cost-Effective Spherical to Cartesian Coordinate Conversion Using 3-D CORDIC Algorithm on FPGA

  Nadia M. Salem, Sami I. Serhan, Khawla M. Al-Tarawneh, Ra’fat Al-Msie’deen

  815 – 823

  • PDF

• A Unified Approach for Network Intrusion Detection using Ensemble Machine Learning Classifier using Support Vector Machine and Naive Bayes

  K. Kavitha, R. Gayathri, Ima Hussain, Shyamashree Singha, S. Srividhya, T. Velumani

  824 - 830

  • PDF

• Enhancing Agile Software Development: A Comprehensive Framework for Metrics-Driven Performance Evaluation

  Raju Ramakrishna Gondkar, Shankar Gowda B. N., Yamini Sahukar P.

  831 - 834

  • PDF

• An Improved Gazelle Optimization Algorithm for Influence Maximization to Identify Influential Nodes in Social Networks

  Srinu Dharavath, Natarajasivan Deivarajan, C. Nalini

  835 - 844

  • PDF

• Identification and Categorization of SMS using Deep Learning and Machine Learning Methods

  Sinkon Nayak, Manjusha Pandey, Siddharth Swarup Rautaray

  845 - 852

  • PDF

• Blockchain Adoption in Real Time Applications: Characteristics, Challenges and Prospects

  Suhas Lawand, Prashant Nitnaware

  853 - 859

  • PDF

• Technical and Economic Analysis of PV Integrated DC and AC in Front of the Meter System for Automated and Manual Dispatch Modes

  Khan Huma Aftab, Mohd. Yusuf Yasin, Mohammed Asim

  860 – 869

  • PDF

• Data-Driven Intelligent Clustering-Based Optimization for Enhancing Urban Logistics Delivery Systems: A Case Study in Casablanca, Morocco

  Soufiane Reguemali, Abdellatif Moussaid, Abdelmajid Elouadi

  870 - 877

  • PDF

• Bee vs Wasp Classification Using Advanced Deep Learning Techniques: CNN, VGG 16

  Pinesh Darji, Ketan Sarvakar, Bhavesh Patel, Keyurbhai A. Jani, Paresh Solanki, Chintan Shah, Hitesh D. Rajput, Ayush Shah, Kaushik Rana

  878 - 884

  • PDF

• Adaptive Threshold-based Reserved G2NN Feature Matching with Hybrid Deep Feature Learning for Copy-Move Image Forgery Detection

  Sai Pratheek Chalamalasetty, Srinivasa Rao Giduturi

  885 - 903

  • PDF

• PneuDetect: Pneumonia Detection using a Novel Two-Stage Deep Learning Pipeline from Chest X-Rays – A Review

  Mitt Shah, Nandit Pujara, Pranshav Gajjar, Ved Nimavat, Pooja Shah, Rupal Kapdi, Priyank Thakkar, Samarth Shah, Vishva Brahmbhatt, Harshal A. Sanghvi

  914 - 921

  • PDF

• A Fast Simple Linear (FaSL) Unsupervised Feature Extraction Method

  Karteeka Pavan Kanadam, G.L.N.Jaya Prada, Jeevanajyothi Pujari, Hymavathi Thottathyl

  922 – 931

  • PDF

• Building Trust in Artificial Intelligence: An Explainable Deep Learning Framework for Brain Disease Detection

  P. V. Siva Kumar, Gautham Mallipeddi, Srinivasa Deepesh Kommineni, Tapan Ganesh Naram, Akhilesh Kumandan Kottakota

  932 – 939

  • PDF

• Advanced Diabetic Retinopathy Detection and Classification Using Lightweight Deep Learning Techniques

  D. Praneeth, N. Satheesh Kumar

  940 - 950

  • PDF

• Spectrum Allocation in Cognitive Radio based Traffic Monitoring System Using Machine Learning

  N. Suganthi, Suresh Kumar K., Karthi Govindharaju

  951 - 959

  • PDF

• NGBFA Feature Selection Algorithm-based Hybrid Ensemble Classifier to Predict Cervical Cancer

  CH Bhavani, Ch. Sarada, A. Jyothi Babu, Gurrampally Kumar, Moligi Sangeetha, Patlegar Vijay Kumar

  960 - 967

  • PDF

• Electromagnetically Coupled MIMO Antenna for 5G Communication

  Arpita Patel

  968 - 974

  • PDF

• A Survey on Load Balancing Algorithms in WSN

  Kumudini S., M. P. Vani

  975 – 984

  • PDF

• Role of Robotic Process Automation and Navigation System in Transport Sector

  Ranu Pareek, Sofia Khan, R. K. Tailor, Mona Kumari, Karan Ashok Jalwani

  985 – 999

  • PDF

• Exploring the Landscape of Communication Technologies and Networking: An In-Depth Analysis

  J. Somasekar, Rajermani Thinakaran, S. Geetha, Jitendra Jaiswal, Rajapraveen K. N., Vikram Neerugatti

  1000 - 1006

  • PDF

• Machine Learning-Based Gait Analysis for Distinguishing Older and Younger Walking Patterns in Neurodegenerative Diseases

  T. H. Lee, E. F. Shair, A. R. Abdullah, K. A. Rahman, N. Nazmi

  1007 - 1015

  • PDF

• Enhancing Efficiency and Performance with RFT Gate Designs

  Ravi L. S., Naveen K. B., B. N. Shobha, Nagesh R.

  1016 - 1029

  • PDF

• Integrating Algorithms with Intuitive AI to Forecast the Likelihood of Cerebral Infarction in Patients Exhibiting Signs of Illness

  Bhuvana R., Hemalatha R. J.

  1030 - 1034

  • PDF

• Comparative study of ΔE on Different Label Stock on Digital Dry Toner Electrophotography and Inkjet Digital Printing Technique

  Sanjeev Kumar, Sandeep Kumar

  1035 - 1042

  • PDF