Vol. 12 No. 1s (2024)

Published: 03.09.2023

Research Article

An Effective Twitter Spam Detection Model using Multiple Hidden Layers Extreme Learning Machine

K. Maithili, T. Prabhakara Rao, C. Ambhika, Y. Divya, Bommisetti Yamini Supriya, R. Sundar, Tabish Rao, Balajee J.

01 - 09
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A Intelligent Hybrid Bio-Inspired (Raft Consensus - Foraging Hum-mingbird) for Distributed Storage System of Academic Information

V. Jean Shilpa, Rupa Rani Sharma, Rakesh Kumar, Kumud Pant, A. Deepak, Deepak Kumar Ray

10 - 17
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An Smart Intelligence Performance Analysis Using ANN Classifiers For Soil Color Texture Identification

Deepika Ajalkar, Anil Kumar C., Ashish Sharma, Deepak A. Vidhate, A. Deepak, T. R. Vijaya Lakshmi

18 – 26
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Analysis of Diagnosis for Malignant and Benign Brain Tumor MRI Images using CNN and DWT Technique

Prerana A. Wankhede, Swati R. Dixit

27 - 37
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Design of Software Reliability Growth Model for Improving Accuracy in the Software Development Life Cycle (SDLC)

Amol K. Kadam, Konda Hari Krishna, Neeraj Varshney, A. Deepak, Hemant Singh Pokhariya, Sandeep Kumar Hegde, Vinod H. Patil

38 - 50
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Dual Arbiter PUF with Shift Register Based TRNG on Basys-3 FPGA Board and its Performance Analysis on Uniqueness, Reliability and Randomness

Lukram Dhanachandra Singh, Preetisudha Meher, Amit Kumar Panda

51 - 60
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Artificial Intelligence and Deep Learning Based Agri & Food Quality and Safety Detection System

Divyashree D., Syed Hauider Abbaa, Yogesh Chauhan, Mahesh Kumar Paliwal, Kumud Pant, Deepak A. Vidhate, Anurag Shrivastava

61 - 70
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Intelligent System for Prediction of Potentially Hazardous Nearest Earth Objects Using Machine Learning

Pooja Bagane, Srinivasa Rao Kandula, Aditi Saxena, Sanjit Das, A. Deepak, Sampathirao Govinda Rao

71 - 80
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IndDeepFake: Mitigating the Spread of Misinformation in India through a Multimodal Adversarial Network

Manish Kumar Singh, Jawed Ahmed, Kamlesh Kumar Raghuvanshi, Mohammad Afshar Alam

81 - 97
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Multiple Level Inverter Scheme for Improved Power Quality of Renewable Energy Solar Panel

S. Sivarajeswari, Soumya Nikhil Hublikar, Yogendra Kumar, Shobana D., A. Deepak, Meduri Oliva

98 - 105
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An Intelligent Mechanism for Enhancing Power Quality in Grid-Tied DFIG Based Wind Energy System Using Simplified Vector-Controlled Statcom

Sreenivasulu Meda, Bishnu Prasad Muni, Kolli Ramesh Reddy

106 - 116
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Novel Internet of Things Based Disease Diagnosis Framework for Smart Healthcare Schemes using Combined Optimized Artificial Intelligence Approach

D. Krishna Madhuri, G. Vasavi, P. Ravali, V. Anupama

117 - 141
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An Introduction to Power BI for Data Analysis

Kalpana V. Metre, Ashutosh Mathur, Ranjana Prakash Dahake, Yogita Bhapkar, Jayashri Ghadge, Prashant Jain, Santosh Gore

142 - 147
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Skin Disease Detection Using VGG16 and InceptionV3

Jilani Sayyad, Prashant Patil, Shashidhar Gurav

148 - 155
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Artificial Intelligence Techniques for Effective Detection of TBI From CT Scans- Novel Perspective in the Clinical Care of TBI Patients: A Systematic Review

Sweta Shreyashi, Anup Kumar Keshri

156 - 170
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Federated Learning for IoT: Ensuring Privacy and Security in Distributed Networks

Yashoda Krishna Kuppili, John Jaidhan B.

171 - 179
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Scalable IoT Analytics with Federated Learning: A Convex Optimization Approach Using Machine Learning Algorithms

Naga Venkata Ramakrishna Guduri , John Jaidhan B.

180 - 188
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Efficient Radio Resource Optimization Schemes by Exploring Fog-Based Internet of Things (EROS F-IoT)

Krati Dubey, Sudhakar Pandey, Sanjay Kumar

189 - 200
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Economic Load Dispatch with Practical Constraints using Mountaineering Team-Based Optimization Technique

M. Laxmidevi Ramanaiah, Y. V. Krishna Reddy, P. Venkata Mahesh

201 - 208
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Exploring OMFA-CNN for Potato Leaf Disease Identification: An Assessment against Existing Models

Neeraj Rohilla, Munishwar Rai, Anju Dhull

209 - 221
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RAFT to Improve Failure Recovery in Wireless Sensor Networks

B. Harish Goud, Raju Anitha

222 - 227
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Graph Neural Networks for Predicting Student Performance: A Deep Learning Approach for Academic Success Forecasting

K. Rajesh Kannan, K. T. Meena Abarna, S. Vairachilai

228 - 232
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Workload Characterization in Embedded Systems Utilizing Hybrid Intelligent Gated Recurrent Unit and Extreme Learning Machines

R. Sivaramakrishnan , G. SenthilKumar

233 - 243
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Machine Learning-Based Security Enhancement in Heterogeneous Networks Using an Effective Pattern Mining Framework

Manohar Srinivasan, Senthilkumar N. C.

244 - 257
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Efficient Load Balancing and Optimal Resource Allocation Using Max-Min Heuristic Approach and Enhanced Ant Colony Optimization Algorithm over Cloud Computing

M. R. Banupriya, D. Francis Xavier Christopher

258 - 270
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Automatically Segmenting and Classifying the Lung Nodules from CT Images

Syed Asiya, N. Sugitha

271 - 281
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Design of Modified Dumbbell Shaped Slotted Multiband Miniaturized Antenna with Defected Ground for Future Mobile Communications

G. Guru Prasad, G. Senthil Kumar

282 - 290
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Brain Disease Diagnosis Prediction Model for Fuzzy Based Generic Shaped Clustering and HPU-Net

N. Kumaran, I. Parvin Begum, R. Ramani, S. Pournima, D. Leela Rani, A. Radhika

291 - 301
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A Novel Framework for Vehicle Detection and Classification Using Enhanced YOLO-v7 and GBM to Prioritize Emergency Vehicle

Sriharsha Vikruthi, Maruthavanan Archana, Rama Chaithanya Tanguturi

302 - 312
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A Cloud-Assisted Framework Utilizing Blockchain, Machine Learning, and Artificial Intelligence to Countermeasure Phishing Attacks in Smart Cities

B. Deena Divya Nayomi, S. Suguna Mallika, Sowmya T., Janardhan G., P. Laxmikanth, M. Bhavsingh

313 - 327
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Detection and Difference of Pneumonia from other Chest/Lung Disease using Multi-model Data: A Hybrid Classification Model

Sravani Nalluri, R. Sasikala

328 - 344
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Secure and Efficient Energy Trading using Homomorphic Encryption on the Green Trade Platform

Venkata Ramana K., Hemanth Kumar Yadav G., Hussain Basha P., Lankoji Venkata Sambasivarao, 5Balarama Krishna Rao Y. V., M. Bhavsingh

345 - 360
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AI-Driven Multi-Factor Authentication and Dynamic Trust Management for Securing Massive Machine Type Communication in 6G Networks

P. Hussain Basha, G. Prathyusha, Dunna Nikitha Rao, Vellaturi Gopikrishna, Prasadu Peddi , V. Saritha

361 - 374
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Deep Vision Net: An AI-Based System for Dynamic Traffic Scene Reconstruction and Safety Prediction with Explainable AI

Viswaprasad Kasetti, Kalli Srinivasa Nageswara Prasad, S. V. V. D. Venu Gopal, Sanam Siva Ramaraja

375 - 392
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Deep Lab v3+: A Novel Deep Learning Model for Accurate and Efficient GTV Segmentation and Classification in NSCLC Imaging

Shaik Ummay Atiya, N. V. K. Ramesh

393 - 410
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Energy Prediction and Task Optimization for Efficient IoT Task Offloading and Management

G. Pradeep , S. Ramamoorthy , M. Krishnamurthy , V. Saritha

411 - 427
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Region Based Segmentation with Enhanced Adaptive Histogram Equalization Model with Definite Feature Set for Sugarcane Leaf Disease Classification

A. Vivek Reddy, R. Thiruvengatanadhan, M. Srinivas, P. Dhanalakshmi

428 - 442
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Blockchain-Enhanced Vehicular Ad-hoc Networks (B-VANETs): Decentralized Traffic Coordination and Anonymized Communication

Giribabu Sadineni, Jaibir Singh, Suman Rani, Goda Srinivasa Rao, M. Jahir Pasha, Addepalli Lavanya

443 - 456
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Applying AWS and the Kafka Framework for Real-Time Weather Data Analysis

M. Jahir Pasha, V. Vijaya Chandra Rao, P. Bhasha, D. William Albert, V. Sujatha, K. K. Baseer

457 - 465
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Object Detection using Machine Learning and Deep Learning

Uday Chandrakant Patkar, Shika Bharadwaj Shrives, Uday S. Patil, Abhijit Janardan Patankar, Namo Jain, Muskan Kumari, Aditya Chandhoke

466 - 473
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Analysis of Models and Dataset used for Predicting Emotion in Text

Adzmer Muhali

474 - 480
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A Robust Co-saliency Object Detection Model by Applying CLAHE and Otsu Segmentation Method

Anuj Mangal , Hitendra Garg , Charul Bhatnagar

481 - 490
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Efficient Watermark Embedding and Extracting in Raw Digital Video: Leveraging the Least Significant Bit Technique in the Spatial Domain

Hajar Maseeh Yasin, Amira B. Sallow, Riyadh Zaghlool Mahmood

491 - 504
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Object Detection and Tracking in Real-Time Video Streams Using Convolutional Neural Networks

Asmaa Aziz Jaber, Zahraa H. Ali, Hind Abdel Amir Sabti, Rana J. AL-Sukeinee

505 - 511
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Prediction of Heart Disease Using Deep Learning and Internet of Medical Things

Sanjeev Singh, Amrik Singh, Suresh Limkar

512 - 525
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An Analytical Evaluation of Various Approaches for Load Optimization in Distributed System

Rupesh Mahajan, Purushottam R. Patil , Minal Shahakar, Amol Potgantwar

526 - 548
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Enhanced Rainfall Prediction with Weighted Linear Units using Advanced Recurrent Neural Network

Yashwant Dongare, Ashvini Shende, Amol Dhumane, Mubin Tamboli, Satpalsing Devising Rajput, Vinod S. Wadne

549 - 556
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A Proposed Business Improvement Model Utilizing Machine Learning: Enhancing Decision-Making and Performance

Bhagyashree Gadekar , Tryambak Hiwarkar

557 - 568
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ADiTi App: Leveraging Deep Learning and Generative AI for a Chatbot Application with Deep Belief Networks

Dhanraj R. Dhotre, Niraja Jain, Chhaya Mhaske, Nitin Choubey, Dinesh D. Patil

569 - 576
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Automated Lesion Grading and Analysis of Uterine Cervix Images For Cervical Cancer Diagnosis

Deepak B. Patil, T. S. Vishwanath

577 - 590
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Design of An Incremental Q Learning Model for Improving Efficiency of Rule-Mining Based Automatic Clustering Architectures

Jayshri Harde , Swapnili Karmore

591 - 598
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Energy-Efficient Routing Algorithm for Wireless Sensor Networks in Invasive Pipe Monitoring Systems

Swati Gandhi, Dipak P. Patil

599 - 611
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Heat Wave Prediction Using Recurrent Neural Networks Based on Deep Learning

Sarita Byagar, Araddhana Arvind Deshmukh, Kirti Wanjale, Vinod S. Wadne, Nidhi Ranjan, Rupali Gangarde

612 - 619
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Software Reverse Engineering Techniques for Evaluating Anti-Forensic Encryption Tools: A Framework Development and Analysis

Zakariyya Hassan Abdullahi, Shailendra Kumar Singh, Moin Hasan

620 - 632
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A New Optimised Whale Optimisation Technique for Analysing the Impact of Leadership Styles on Logistic

K. Krishna Rao, KVB Ganesh

633 - 646
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Detection and Classification of the Schizophrenia with Ocular Artifacts Removal in EEG Signal with Darknet YOLO architecture

B. V. V. S. R. K. K. Pavan, P. Esther Rani

647 - 662
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Deep Learning Sentimental Analysis of Perceived Job Insecurity and its Impact on Workplace Happiness among Indian IT Employees

M. Sowjanya, Akanksha Dubey

663 - 675
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A Novel Multi-Level Hashing Algorithm to Enhance Internet of Things Devices’ and Networks’ Security

Teba Mohammed Ghazi Sami, Subhi R. M. Zeebaree, Sarkar Hasan Ahmed

676 - 696
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The Impact of Generative Content on Individuals Privacy and Ethical Concerns

Ajay Sudhir Bale, R. B. Dhumale, Nimisha Beri, Melanie Lourens, Raj A. Varma, Vinod Kumar, Sanjay Sanamdikar, Mamta B. Savadatti

697 - 703
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Detecting Security Threats in Wireless Sensor Networks using Hybrid Network of CNNs and Long Short-Term Memory

Gopala T., Raviram V., Udaya Kumar N. L.

704 - 722
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An Intelligent Non-Invasive Sweat-Based Glucose Monitoring System for Managing Diabetes Mellitus

Harshini Manoharan, Dhilipan J., Saravanan A.

723 - 736
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Integrating Capacitive Energy Storage (CES) into Existing Power System to Manage Frequency Deviation

Kanika Wadhwa, S. K. Gupta

737 - 747
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An Ensemble Framework with Optimal Features for Sarcasm Detection in Social Media Data

Haripriya V., Poornima G. Patil

748 - 760
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Outperforming Optimised Neural Networks for Cardiac Disease Detection

Mahesh Kothuru, N. Suresh Kumar

761 - 770
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Multi-Class Classification of Brain Disease using Machine Learning-Deep Learning approaches and Ranking based Similar Image Retrieval from Large Dataset

Dhanraj R. Dhotre, Ranjana Dahake , Nitin Choubey, Anand Khandare, Megharani Patil, Ashvini Jadhav

771 - 782
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A Novel Framework for Brain Tumor Segmentation using Neuro Trypetidae Fruit Fly-Based UNet

A. Vinisha, Ravi Boda

783 - 796
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Interestingness Framework for Brain Tumor Classification Using Image Apriori and Shape Priori Segmentation Algorithm

Geeta Santhosh, R. Maruti

797 - 807
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Exploring Unconventional Sources in Big Data: A Comprehensive Data Lifecycle for Social and Economic Analysis

Mahadevi Somnath Namose, Tryambak Hiwarkar

809 - 820
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