Vol. 12 No. 2 (2024)

Research Article

• Multi-Microphone Speech Dereverberation and Noise Reduction using Long Short-Term Memory Networks

  Seema Arote, Vijay Mane, Dattaray Bormane, Shakil S. Shaikh

  01 - 09

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• Enhancing Energy Efficiency in Smart Cities: Advanced ANN and Decision Tree Model for Solar Energy with IoT and Cloud Server

  Mohanaprakash T. A., Mutharasu M., Saravanan T., Raja S., A. Angeline Valentina Sweety

  10 - 19

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• EstimaRent: Data Driven Rental Housing Optimisation and Market Analysis for Enhanced Decision-Making

  Shwetambari Chiwhane, Pooja Bagane, Akshansh Sourabh, Srushti Nagrale, Saakshi Jha, Saumya Pandey

  20 - 28

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• Digital Authentication for Wireless Domain Using Variable Marking of Multiple Secret Signatures and its Practical Implication in E-Stamp Authentication

  Saikat Bose, Mohit Gangwar , Tripti Arjariya

  29 - 41

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• A Drug Pill Recognition System for Visually Impaired People with Voice Assistant

  Meenakshi A. Thalor, Mrunal Pathak, Aamrapali Chavan, Asphana Shiralkar, Amita Shinde, Prachi Vast

  42 - 47

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• Investigating the Modern Tamil Grammar of Vallinam and Mellinam Used by Tamil Lyricists Between 1952 and 2023 Using the Latin Square Design and the Levenshtein Distance.

  Saviour Prakash Gnana Prakasam Louis Raja, Ramalingam Viswanathan Venkatesan

  48 - 54

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• SummaGen: Next-Generation Seq-to-Seq Model for Summarizing Unstructured Text

  Sachin Solanki, Suresh Jain, Kailash Chandra Bandhu

  55 - 61

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• Unveiling the Potential: Machine Learning Reshaping Nuclear Medicine Diagnostics and Treatment

  Pankaj Pathak, Samaya Pillai, Amrit Kuchroo

  62 - 67

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• Deep VAE AEO: Deep Variational Auto Encoder with Artificial Ecosystem Optimizer Based Cardiovascular Disease Prediction

  Venkateswarlu Tata, R. Bhavani, S. V. N. Srinivasu, R. Priya

  68 - 78

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• An Improved Routing based Capsule Network for Hyperspectral Image Classification

  B. Thiyagarajan, M. Thenmozhi, K. Revathy

  79 - 89

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• A Review on Privacy and Security Improvement Mechanisms in MANETs

  Kiran Kumar Kommineni, Ande Prasad

  90 - 99

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• Enhancing Passenger Vehicle Performance: A Study of CFD Technique and Machine Learning for Optimal Rear Spoiler Design and Lateral Stability

  Raja Karthikeyan K., Arun Bhosale, Muhammad Sohaib Malik, Surrya Prakash Dillibabu, Vijaykumar Kisan Javanjal

  100 - 111

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• Implementation and Analysis of Pizza Production Process Using Fuzzy Logic Based on Multi-Factors Criteria

  Pankaj Kumar, Rajinder Singh Sodhi

  112 - 118

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• Artificial Intelligence Defogging Algorithm for Chest CT Scan Images for Post-Covid-19 Patients Infected with H3N2 Virus

  Aravind Jadhav, Sanjay Pujari

  119 - 128

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• Real-Time Detection of Vulnerable Road Users Using a Lightweight Object Detection Model

  Manish Narkhede, Nilkanth Chopade

  129 - 135

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• Classification of Spanish Fake News about Covid-19 using Text Augmentation and Transformers

  Anibal Flores, Hugo Tito- Chura, Victor Yana- Mamani, Alejandro Ecos- Espino

  136 - 143

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• Novel Algorithm for Pulmonary Nodule Classification using CNN on CT Scans

  Drishti, Jaspreet Singh

  144 - 152

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• Miniature Multi Band Monopole Antenna for Fifth-Generation Wireless Networks

  M. Rajakumar, M. Meena

  153 - 159

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• A Hybridized Particle Swarm – Grey Wolf Optimization (PS-GWO) Mechanism for the Design of OFDM-LFM Signals in MIMO Systems

  S. V. Bharath Kumar Reddy, Ch. Sumanth Kumar

  160 - 174

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• Advancements in Human Activity Recognition: Novel Shape Index Local Ternary Pattern and Hybrid Classifier Model for Enhanced Video Data Analysis

  Milind V. Kamble, Rajankumar Bichkar

  175 - 183

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• Long Range (LoRa) Communication Protocol with a Novel Scheduling Mechanism to Minimize the Energy in IoT

  Senthilkumar Jagatheesan, Nargis Parveen, Divya Mahajan, Sonali Nerkar, Gurwinder Singh, Humera Khan, Manoj Kumar

  184 - 193

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• Cardiac Condition Anticipation and Prognostication via Integrated WOA and Bagging-GBDT

  Javvaji Venkatarao, V. Deeban Chakravarthy

  194 - 206

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• Sugarcane Yield Classification and Prediction Using Light weight Deep Network

  M. Deepanayaki, Vidyaathulasiraman

  207 - 213

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• FELZMACS: A Novel Data Compression Model in Wireless Sensor Networks for Fast Data Transfer

  Seelamanthula Sreenivasu, James Stephen Meka

  214 - 224

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• Energy-Efficient Clustering in WSN using Bacterial Foraging and Krill Herd Optimization

  Aruna Reddy H., Shivamurthy G., Rajanna M.

  225 - 235

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• A Novel Consensus Algorithm for Blockchain IoT Prototype in Health Care System

  Muneshwara M. S. , Pushpa S. K.

  236 - 249

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• Predicting the transition from Mild Cognitive Impairment to Alzheimer’s disease using Cognitive tests and MRI measures of Demographic Data with an Ensemble Model

  Pothala Ramya, Ch. Ramesh, O. Srinivasa Rao

  250 - 268

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• The Gross Motor Function Estimation of Upper Extremity with Simple Daily Living Activities for the Outcome Measurement: Design, Development, and Automation

  Sucheta V. Kolekar, Aneesha Acharya K., Somashekara Bhat, Kanthi M.

  269 - 277

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• A Review on Cyber Security Issues in IOT-Based Cloud Computing

  Awatef Salem Balobaid, Sameena Shaik , Sangeetha Komandur

  278 - 285

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• Towards a Novel Privacy-Preserving Distributed Multiparty Data Outsourcing Scheme for Cloud Computing with Quantum Key Distribution

  D. Dhinakaran, D. Selvaraj, N. Dharini , S. Edwin Raja, C. Sakthi Lakshmi Priya

  286 - 300

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• A Novel Approach for Hand-Written Digit Classification Using Deep Learning

  Tamanna Sachdeva, Nisha Jha, Geeta , Hemalatha Thanganadar, Mostafa M. Salah, Shaurya Deep, Chaman Kumar

  301 - 311

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• Meta Heuristic Optimization Algorithm for Twitter Data Sentiment Analysis

  L. Sudha Rani, S. Zahoor-Ul- Huq, C. Shoba Bindu

  312 - 318

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• Agile-based Requirements Engineering for Machine Learning: A Case Study on Personalized Nutrition

  Carlos Cunha, Rafael Oliveira, Rui Duarte

  319 - 327

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• The Influence of Activation Functions in Deep Learning Models Using Transfer Learning for Facial Age Prediction

  Gilbert George, Steve Adeshina, Moussa Mahamat Boukar

  328 - 335

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• Ophthalmic Image Generation using GAN for Branch Retinal Vein Occlusions and Laser Spots

  Swati Shilaskar, Shripad Bhatlawande, Dyuti Bobby, Atharva Dusane, Anjali Solanke

  336 - 345

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• Cloud-Based Top-Down and Bottom-Up Approach for Agriculture Data Integration

  Abhilash Sam Paulstin K. C., Angeline Prasanna G.

  346 - 354

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• Foreign Exchange Rates Prediction using Fuzzy Based Support Vector Regression

  Satyanarayana Reddy Beeram, Lakshmikanth Paleti , Sambasiva Rao Aaradhyuala, Mahesh Reddy Gogula, Narasimha Rao Yamarthi

  355 - 364

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• Performance of Golden Jackal Optimization Algorithm for Estimating Parameters of PV Solar Cells Models

  Alaa A. K. Ismaeel

  365 - 383

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• Predicting Online Social Network Student Performance Using Enhanced RandomBayesian Algorithm

  S. Senthamaraiselvi, K. Meenakshi Sundaram

  384 - 390

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• Automatic Headline Generation for Hindi News using Fine-tuned Large Language Models

  Jeetendra Kumar, Shashi Shekhar, Rashmi Gupta

  391 - 399

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• A Novel Approach for Traffic Sign Detection: A CNN-Based Solution for Real-Time Accuracy

  Deepika Kamboj, Sharda Vashisth, Shraddha Arora

  400 - 409

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• Implementation of Optimization Algorithms for the Creation of a Real-Time Coordination System for Overcurrent Relays

  Vijaykumar S. Kamble, Brajesh Mohan Gupta, Prabodh Khampariya, Amol A. Kalage

  410 - 417

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• Advancing Emotion Classification with Unsupervised Cluster Features for EEG Signals

  Megha D. Bengalur, Jayachandran Arumugam, Roopesh G. Talikoti

  418 - 424

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• EEG Based Emotion Recognition Using Ensemble Models and Laplacian Eigenmaps

  Megha D. Bengalur, Jayachandran Arumugam, Roopesh G. Talikoti

  425 - 435

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• Machine Learning Approaches for the Diagnosis of H1N1 and COVID-19

  Ahmet E. Topcu, Aymen I. Zreikat, Ersin Elbasi

  436 - 447

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• Gait Silhouette Enhancement with Modified CLAHE and Precise Gait Recognition Using a Lightweight Convolutional Neural Network

  Nithyakani P., Ferni Ukrit

  448 - 457

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• An Optimal Texture Pattern Model of Big Data Processing for Canine Disease Classification

  Ayesha Taranum, Shanthi Mahesh

  458 - 466

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• Enhancing Chip Design Performance with Machine Learning and PyRTL

  Isra Aljrah, Ghaith Alomari, Maymoona Aljarrah, Anas Aljarah, Bilal Aljarah

  467 - 472

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• Crop, Fertilizer and Pesticide Recommendation using Ensemble Method and Sequential Convolutional Neural Network

  Keerthi Ketheneni, Padma Yenuga, Parimala Garnepudi, Laksmikanth Paleti, Sesha Srinivas V., Naga Raju Burla, Srinivas O., Venkata Ramana Mancha, Srikanth Meda, Narasimha Rao Yamarthi

  473 - 485

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• Ensuring Communication Network Security for Medical Implantable Devices to Enhance Cyber Security

  Thyagarajan C., Vijay Bhanu S., Suthir S.

  486 - 494

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• ENSIC: Feature Selection on Android Malware Detection Attributes Using an Enhanced Non-Linear SVM Integrated with Cross Validator

  Ravi Eslavath, Upendra Kumar Mummadi

  495 - 504

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• Estimation and Concealment Deep Fake Detection in Images using Hybrid LSTM

  Sunil Kumar Sharma, Waseem Ahmad Khan, Manoj Kumar, Rekha Bali

  505 - 522

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• Thyroid Cancer Diagnosis with Machine Learning: A Multimodal Ensemble Approach for Clinical Decision Support

  Sujithra Sankar, S. Sathyalakshmi

  523 - 535

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• An Intelligent Approach towards Plant Leaf Disease Detection through Different Convolutional Neural Networks

  Saikat Banerjee, Abhoy Chand Mondal

  536 - 546

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• Enhancing Abandoned Object Detection with Dual Background Models and Yolo-NAS

  Saluky, Gusti Baskara Nugraha, Suhono Harso Supangkat

  547 - 554

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• Smart Ambulance: A Comprehensive IoT and Cloud-Based System Integrating Fingerprint Sensor with Medical Sensors for Real-time Patient Vital Signs Monitoring

  Amreen Ayesha, C. Komalavalli

  555 - 567

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• Utilizing Advanced Artificial Intelligence for Early Detection of Epidemic Outbreaks through Global Data Analysis

  Kulbir Singh, Amit Bhanushali, Biswaranjan Senapati

  568 - 575

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• Analysis Study of Cryptocurrency Blockchain Technologies to Revolutionize Degree Automation

  Oumaima Ouadoud, Ahmed Eddaoui, Tarik Chafiq, Brahim Elbhiri

  576 - 587

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• Advancing Cybersecurity: A Comprehensive Approach to Enhance Threat Detection, Analysis, and Trust in Digital Environments

  Jyotsna Jonnala, Pradeepthi Asodi, Lalith Kumar Uppada, Charan Chalasani, Radhika Rani Chintala

  588 - 593

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• Adaptive Security Mechanism for Vehicular Data Networks or Platform using Degree of Privacy

  Amol Phatak, V. Srinivasa Rao

  594 - 598

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• An Exhaustive Comparison and Analysis of Botnet Attacks for Smartphones

  Sonali Kothari, Shubham Joshi, Ishaan Tidke

  599 - 619

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• Development of a Temporal Analysis Model Augmented for Disease Progression Identification through Multiparametric Analysis

  Monali Gulhane, T. Sajana, Nilesh Shelke, Sudhanshu Maurya

  620 - 634

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• An Optimized CNN GNR Detector for Methane Gas Detection from HSI Raster Data Using Feature Variable

  Sneha G. Venkateshalu , Santhosh Laxman Deshpande

  635 - 643

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• Telco Customer Churn Prediction Using ML Models

  Padmanabh Wanikar, Sudhanshu Maurya, Muktinath Vishvakarma, Karimisetty Sujatha, Nitin Rakesh, Vrince Vimal, Nilesh Shelke

  644 – 653

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• Improving Accuracy: Comparative Analysis of Machine Learning Models for Prostate Cancer Prediction

  Saul Beltozar- Clemente, Enrique Diaz- Vega, Isaac Conde Ramos, Raul Tejeda Navarrete

  654 - 664

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• Using CNN to Identify NPK Deficiencies in Paddy Fields: An Advanced Detection Method

  Sharanamma M. Hugar, Mohammed Abdul Waheed

  665 - 673

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• NMFLRED: Neuro-Multilevel-Fuzzy Logic RED Approach for Congestion Control in TCP/IP Differentiated Services

  Sunil Kumar Kushwaha, Suresh K. Jain

  674 - 685

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• Deep Convolution Neural Network for Respiratory Diseases Detection Using Radiology Images

  Prita Patil, Vaibhav Narawade

  686 - 704

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• Predictive Multivariate Model Based on Neural Networks with Artificial Intelligence to Make Decisions in Admission Processes in Public Universities of Peru

  Carlos Fidel Ponce- Sánchez, César Aldo Canelo-Sotelo

  705 - 723

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• Innovative Approaches for Machine-Driven Software Testing Using Neural Networks

  Amit Bhanushali, Karan Gupta, Manvendra Sharma

  724 - 732

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• Securing Industrial IoT Environments through Machine Learning-Based Anomaly Detection in the Age of Pervasive Connectivity

  Bassam Mohammad Elzaghmouri, Ahmad Khader Habboush, Marwan Abu-Zanona , Suprava Ranjan Laha, Binod Kumar Pattanayak, Saumendra Pattnaik, Bibhuprasad Mohanty

  733 - 740

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• Advanced Persistent Threat Detection Performance Analysis Based on Machine Learning Models

  Anil Kumar, Amandeep Noliya, Ritu Makani, Pardeep Kumar, Jagsir Singh

  741 - 757

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• Nurturing Awareness and Responsible Practices in E-waste Management

  Kuldeep Vayadande, Amol Jadhav, Preeti Bailke, Yogesh Uttamrao Bodhe, Hanmant D. Magar, Isha Kulkarni, Neha Deshpande, Pranav Jadhav, Sai Kulkarni, Sayali Sagarkar

  758 - 766

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• An Efficient Novel Approach for Early Detection of Mental Health Disorders Through Distributed Machine Learning Paradigms from Public Societal Communication

  T. Jayasri Devi, Adapa Gopi

  767 - 778

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• Revolutionizing Fault Detection: A Neural Network Approach for Transmission Lines

  Saurabh S. Shingare, Brajesh Mohan Gupta, Prabodh Khampariya, Shashikant M. Bakre

  779 - 786

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• Automatic Waste Segregator Based on IoT & ML Using Keras model and Streamlit

  Pranali G. Chavhan, Vijayshri Nitin Khedka, Manya Gupta, Kashish Agarwal

  787 - 799

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• Joint Data Integrity and Loss Recovery Mechanism for Secure Storage in Cloud Computing

  K. K. Baseer, M. Jahir Pasha, Subhashini R., S. Srinivasan, Jyoti Prasad Patra , V. Jagannatha Reddy

  800 - 809

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• Multi-Class Classification of Skin Cancer Using Hybrid Inception-Residual Network

  Ayoobkhan Mohamed Uvaze Ahamed, Venkata Rajesh Yella, P. Vamsi Krishna, Subramanian M., Amar Kumar Dey, Santosh Kumar Behera

  810 - 822

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