Vol. 12 No. 18s (2024)

Published: 24.03.2024

Research Article

Integration of Machine Learning Algorithms in Genomic Data for Accurate Cancer Diagnosis and Prognosis

Girija Gireesh Chiddarwar, Chhaya Santosh Gosavi, Smita M. Chaudhari

01 - 06
- PDF
Defected Ground Structure Based Microstrip Patch Antenna for WLAN and WiMAX Applications

Mahesh K. Pote, Ashok Khedkar, Shashikant Sahare

07 - 13
- PDF
Gene Expression Data Classification Using Machine Learning with SigFeature: A Novel Significant Feature Selection Method

Yogesh Suresh Deshmukh, Prasad Raghunath Mutkule, Rajesh Kedarnath Navandar, Pranoti Prashant Mane, Shubhangi Milind Joshi, Madhuri Pravin Borawake, Govind M. Poddar

14 - 24
- PDF
Enhancing Secure Data Transmission in Wireless Fog Networks through Software-Defined Networking Solutions

Deepthi Kothapeta, Madiraju Jagadeeshwar

25 - 33
- PDF
RNN LSTM Architecture to Improve the Accuracy of Forecasting Stock Price Moment

Shubhangi Lohakpure, Swati Dixit

34 - 39
- PDF
Social Network Based Recommender System to Enhance Quality of Experience (QoE) and Business Intelligence for Service Providers

Anita Vikram Shinde, Dipti Durgesh Patil

40 - 45
- PDF
Fusion Methods for Forecasting Personality Employing Machine Learning

Karishma Desai, Girish Kalele, Rakesh Kumar Yadav, Bhuvana Jayabalan, Manish Kumar Goyal

46 - 51
- PDF
A Novel Deep Learning-Based Framework for Efficient Content-Based Medical Image Retrieval

Vasudeva R., S. N. Chandrashekara

52 - 64
- PDF
A New Gaussian Kernel FCM Technique for High-Dimensional Information in Real Datasets

Rakesh Kumar Godi, Mule Shrishail Basvant, Ramesh Babu Pittala, A. Deepak, Arun Pratap Srivastava, Akhil Sankhyan, Anurag Shrivastava

65 - 75
- PDF
AI-driven NLP approach for Domiciliary Fiscal Administration

P. Gnaneswari, S. Rajani, Ravi Jaladi

76 - 89
- PDF
Empowering Histopathological Breast Cancer Diagnosis through Convolutional Neural Networks

Thyagaraj T., Keshava Prasanna, Hariprasad S. A.

90 - 98
- PDF
Low Power and High throughput Reconfigurable FIR Filter Architecture using RRNS for SDR Applications

Manjunath P. S., Sapna Kumari C., Rajashekhar U., Thirthe Gowda M. T., Sharath S.

99 - 110
- PDF
Robust Missing Data Handling using Intelligent Machine Learning Imputation Technique for Heterogeneous Dataset

Sowmya Venkatesh, Maragal Venkatamuni Vijay Kumar, Ashoka Davanageri Virupakshappa

111 - 120
- PDF
Efficient Mobility Management Framework for Wireless Sensor and Actor Networks

M. Venkatalakshmi, R. Ponnusamy

121 - 129
- PDF
Techniques for Cybersecurity and Privacy Protection in IoT Networks

Navaneethan M., Yugendra Devidas Chincholkar, Anand Prakash Dube, Mohit Tiwari

130 - 137
- PDF
Analysis of Fingerprint Features: Ridge Information, Minutia Information and DWT Features for the Design of Gender Classifier Clusters

Chandrakant P. Divate, Syed Abulhasan Quadri, A. Deepak, Neeraj Varshney, Manish Sharma, Anurag Shrivastava

138 - 151
- PDF
Applications of Blockchain Technology in Securing Distributed Systems

Ashwini Shedthi, G. Arunachalam, M. Sundar Raj, Mohit Tiwari

152 - 158
- PDF
Sentiment Analysis from Twitter Dataset Using an Integrated Deep Learning Algorithms

Arjun Kuruva, C. Nagaraju

159 - 165
- PDF
AI based Solar Thermal Energy Utilisation in India

Shridhar A. Kedar, Deepak S. Watvisave, Ajit A. Bhosale, Harish M. Shinde, Ganesh Vijay More

166 - 172
- PDF
Feature Set Clustering and Classification for Melanoma Detection using Enhanced K Nearest Neighbour

Deepthi Rapeti, D. Vivekananda Reddy

173 - 186
- PDF
Unifying Adversarial Adaptation and Maximum Mean Discrepancy for Enhanced Cross-Domain Aspect Sentiment Classification

Sampathirao Suneetha, S. Viziananda Row

187 - 205
- PDF
An Effective Feature Extraction Algorithms for Ridge Information, Minutia Information and DWT from Fingerprint Image

Chandrakant P. Divate, Syed Abulhasan Quadri, V. Sumathi, N. Rajalakshmi, Hemant Singh Pokhariya, A. Deepak, Anurag Shrivastava

206 - 217
- PDF
ODSAC: An Innovative Approach for Detection of Suspicious Human Activity and Crime Prediction

A. M. Bhugul-Rajurkar, V. S. Gulhane

218 - 230
- PDF
A Survey on Beamforming and Adaptive Intelligent Surfaces to Improve The Performance of Wireless Communication Systems

Anand Najan , S. D. Markande

231 - 241
- PDF
Generating Voice Text of Cyber Crime in Explainable AI Using Large Language Model

C. Syamsundar Reddy, G. Anjan Babu

242 - 248
- PDF
Machine Learning Based Power Quality Enhancement System for Renewable Energy Sources

Chandan Choubey, K. Ramesh, P. Ravi Kumar, B. L. Gupta, Parul Madan, Ram Bajaj, A. Deepak, Anurag Shrivastava

249 - 258
- PDF
Identification of Psychological Resilience over Social Media Using Stacked Ensemble Learning Algorithm

Tejaswita Garg, Sanjay K. Gupta

259 - 272
- PDF
Utilizing Multiagent-Based Conceptual Learning in STEM Education for Analytical Learners through a Random Classifier Model

M. Ramadhevi, S. Rajaprakash

273 - 280
- PDF
Improving Deepfake Audio Detection: A Support Vector Machine Approach with Mel-Frequency Cepstral Coefficients

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

281 - 291
- PDF
Design of FAHP based Security Framework under Agile Software Development

Sangeeta Mishra, Mohd. Haroon

292 - 302
- PDF
AES-RSA: An Innovative Hybrid Security Framework for File Authentication, Integrity, and Data Secrecy Model

Smita Rath, Sushree Bibhuprada B. Priyadarshini, Deepak Kumar Patel, Prabhat Kumar Sahu, Nibedita Jagadev, Monalisa Panda, Narayan Patra, Sipra Sahoo

303 - 312
- PDF
An Enhanced Edge Detection Using Laplacian Gaussian Filtering Method from Different Denoising Images

Sumeet Mathur, Sandeep Gupta

313 - 323
- PDF
An Exploration of Deep Learning Algorithm for Fraud Detection using Spark Platform

Srilatha Komakula, M. Jagadeeshwar

324 - 332
- PDF
A Lightweight IoT Evaluation Model for Threat Flow Prediction with SDN and IoT Integration

R. Raja, A. Srinivasa Reddy, R. Muruganantham, N. Satheesh

333 - 339
- PDF
Sangraha360: An Unknown Malware Detection Framework with Federated Learning and Drift Detection

Sripooja Mallam, Gandewar Raja Balaji, Ginuga Vikas Reddy, Kichhannapally Tejaswi, Vishnu Deshmukh, Kailasa Bajrang, Rajasekaran Subramanian

340 - 347
- PDF
Investigating the Influence of Feature Normalization on Spoken Language Understanding Performance for the Classification Function

Sheetal Swapnil Mahadik, Pravin Jangid, Deven Shah

348 - 353
- PDF
Performance Evaluation and Comparative Analysis of AODV, DYMO, IARP, and IERP Routing Protocols in Ad Hoc Networks

Atharva Prafulla Joshi, Rupesh Chandrakant Jaiswal, Piyush More, Sakshi Naik, Reva Dalal

354 - 363
- PDF
Proof of Credibility: A Dynamic Consensus Framework for Blockchain Applications

Khamar Jalpa, Hiren Patel

364 - 372
- PDF
Strengthening Fake News Detection: A Resilient Model with Tweet Truth

Archana Nanade, Arun Kumar, Ashutosh Gupta, Arvind Sharma

373 - 381
- PDF
Advancing Student Learning Assessment: A Novel Hybrid Neural Network Approach Integrating GRU and LSTM Architectures.

Taneja Sanjay Devkishan, Sanjay Kumar Singh, Ajay Kumar Bharti

382 - 393
- PDF
Design, Fabrication and Technical Assessment of Isolated Multi Patient VAC systems for Diabetic Wound Ulcers

Arun Prasad T., Manimegalai P., Jackuline Moni D.

394 - 410
- PDF
An Efficient ROI-Based Transfer Learning to Discriminate Spoof Attacks

Hirendra R. Hajare, Asha Ambhaikar

411 - 419
- PDF
Exploring Marathi-English Code-Mixing: Comprehensive Analysis of NLP Applications (QA and NER)

Dhiraj Amin, Sharvari Govilkar, Sagar Kulkarni, Madhura Vyawahare, Shubhangi Chavan, Pooja Pandey

420 - 427
- PDF
Image Encryption Model based on Chaotic Henon Map and Termite Alate Optimization Algorithm

Naveen Kumar, Satish Saini

428 - 436
- PDF
A Systematic Review: Forecasting Post-Pandemic Health Trends with Machine Learning Methods

Peeyush Kumar Pathak, Manish Madhava Tripathi

437 - 444
- PDF
Accurate Segmentation and Classification of Glaucoma Disease Utilising Grey Wolf Based U-Net++ with Capsule Network

Govindharaj I., Karthick G., Micheal G.

445 - 455
- PDF
Ensemble Model for 3D Face Reconstruction using Dual UNET along with PNCC and Depth Filtering Fine-Tuning for Forensic Investigation

Sincy John, Ajit Danti

456 - 464
- PDF
A Comparative Analysis of a Novel Security Framework for Misbehaviour Detection in Vehicular Ad Hoc Networks

Ila Naqvi, Alka Chaudhary, Anil Kumar

465 - 476
- PDF
An Optimal approach of Emotion Detection Using Deep Learning

Priti Singh, Hari Om Sharan, C. S. Raghuvanshi

477 - 482
- PDF
Compact Flexible Wearable Loop Antenna for Enhanced WBAN Performance across Multiband Frequencies

Pradipkumar V. Lokhande, Yuvraj K. Kanse

483 - 491
- PDF
The Impact of Artificial Intelligence (AI) and Machine Learning (ML) on CSR Initiatives in the Era of Covid-19: A Novel Approach

Srishti Jain, Kunal Rohira, Shubham Shukla

492 - 498
- PDF
Customized Prediction of Cardiovascular Disease Using Machine Learning: Analysis of Regional Risk Factors

Uthama Kumar, A. Yamini Sahukar P.

499 - 503
- PDF
An Improved Ensembled Deep Learning Techniques Detection and Prediction of Cardiovascular Disease

C. T. Ashita, T. Sree Kala

504 - 509
- PDF
Stacked and Doherty Power Amplifier for 6G Communication Deployment

K. Suganthi, Ritam Dutta, Shalini Chaudhary, Anirban Bhar, Priyanka Yadav

510 - 515
- PDF
Artificial Intelligence Doctor Assistant using Bayesian Networks

S. Selvaraj, S. Rajaprakash, R. Mariappan

516 - 522
- PDF
Subjectivity Detection and Semantic Analysis for Opinion Mining using SBNDNN

Mekala Susmitha, Shaik Razia

523 - 533
- PDF
DDoS Attacks Detection via Three-Tier Optimization Algorithm in Cloud Environment

M. Mohan, V. Tamizhazhagan, S. Balaji

534 - 541
- PDF
Exploring Statistical Models in Dermatological Disorders Identification

M. Kavitha, P. Lakshmi Prasanna

542 - 546
- PDF
Analysis of Class Imbalanced Brain Tumor Using Machine Learning Techniques

Prabhat Kumar Sahu, Mitrabinda Khuntia, Satish Choudhury, Binod Kumar Pattanayak

547 - 560
- PDF
Extractive Summarization of Kannada Multi Documents using LDA

Veena R., D. Ramesh, Hanumanthappa M.

561 - 570
- PDF
Model Predictive Control of Solar-Based Electric Vehicle Charging using a Quadratic Bidirectional Buck/Boost Converter (QBBC)

G. Divya, Venkata Padmavathi S.

571 - 586
- PDF
Synergistic Approaches in Multimodal Biometric Authentication with Machine Learning and Deep Learning Paradigms

Jaya S. Mane, Snehal Bhosale

587 - 596
- PDF
Hybrid Invasive Weed and Grasshopper Optimization based on AI Approach for Enhanced Routing in FANETs.

Ch. Naveen Kumar Reddy, M. Anusha

597 - 605
- PDF
Implementation of Weight Adjusting GNN With Differentiable Pooling for User Preference-aware Fake News Detection

Jay Prakash Maurya, Vivek Richhariya, Bhupesh Gour, Vinesh Kumar

606 - 612
- PDF
Efficient Recognition and Classification of Stuttered Speech Signal using Deep Learning Technique

Mohandoss Rajalakshmi, Ramasubbu Rengaraj, Giri Rajan Babu Venkatakrishnan, Jeya R.

613 - 622
- PDF
Optimal Deep Convolutional Neural Network Based Automated Brain Tumor Detection on MRI Multi-Modality Images

Sheethal M. S., P Amudha

623 - 632
- PDF
Deep Insights into Data Analysis in Multi-Core Active Flash Arrays

P. J. R. Shalem Raju, Prasad M., Kiran Sree Pokkuluri, Ramesh Babu G., Ch. Phanendra Varma, K. Satish Kumar, Raja Rao P. B. V.

633 - 637
- PDF
An Efficient Pre-Processing Framework for Segmenting Region of Interest from Knee Osteoarthritis X-Ray Images

Ravindra D. Kale, Sarika Khandelwal

638 - 645
- PDF
Enhancing Heart Disease Prediction Using CardiAI: With Key Performance Metrics Accuracy, Precision, Recall and F1-Score

Asish Tony Mulaguri, Sai Krishna Katta, Venkata Kousik Karanam, Yellamma Pachipala, Sriyaa Narisety

646 - 655
- PDF
Predictive YOLO V7 Model of Dental Implant for Radiographic Images

Ashwini D. Khairkar, Sonali Kadam, Kanchan Warke, Wagisha Raj

656 - 661
- PDF
Massive MIMO System with Sparse Channel Estimation and Pilot Optimization

Pradeep Kondapalli , A. Kamala Kumari

662 - 669
- PDF
Design of an Error Detection Fault Tolerant Arbiter for a Network on Chip

Malathi Naddunoori, Devanathan M.

670 - 681
- PDF
Energy and Bandwidth-Aware Parent Selection Mechanism to Mitigate Congestion in RPL-Based IoT Networks

Kavitha, Panneer Arokiaraj S.

682 - 692
- PDF
Review on Plagiarism Detection Systems, Algorithms, Weakness Points

Khaled Omar, Nour Esmaeel, ZoAlfekar Ebrahim

693 - 699
- PDF
Evaluation of System Response Time in RFID-Enabled Mobile Applications for Managing Infectious Disease Patients: A Solution for Pandemic Outbreaks

Made Sudarma, Ni Wayan Sri Ariyani, I. Nyoman Suartha, I. Putu Agus Eka Darma Udayana

700 - 705
- PDF
The Effectiveness Analysis of Using an IoT-based Sensor and Transducer Trainer as A Learning Media for Teachers and Students in Vocational Schools

Purnamawati, Muhammad Akil, Nuridayanti

706 - 713
- PDF
A Signature- based Ransomware Detection and Automated Data Backup to Safeguard the System from Ransomware Attack

Srijita Bhattacharjee, Dhananjay Dakhane

714 - 721
- PDF
Unveiling Deception: A Fusion of Deep Learning and Sentiment Analysis for Identifying Counterfeit Reviews

Jitender Kumar, Baldev Singh

722 - 730
- PDF
An Automatic Insect Detection Framework Using Deep Learning Strategy Based Mask R-CNN Classifier

Subhash Y. Kamdi, Vijayalaxmi Biradar

731 - 740
- PDF
Enhancing Sentiment Analysis of Marathi-English Code-Mixed Texts using an Ensemble Model

Zoya Fahad Khan, S. D. Sawarkar

741 – 754
- PDF
Enhancing Lung Disease Diagnosis Through A Hybrid Deep Learning Approach Pro Chest X-Ray Image Classification

Sreeja K. A., Arshey M., Gayathry S. Warrier, Arun Pradeep

755 - 764
- PDF
Assessing Vulnerability Detection Tools for Authentication

Saru Chandrakar, Siddharth, Ani Thomas

765 - 772
- PDF
Uncover and Identify Accounting Frauds in Publicly Traded Firms Using Machine Learning Techniques

Siddharth Nanda, Vinod Moreshwar Vaze

773 - 780
- PDF
Recent Apporaches for Facemask Forgery Detection: Review

Shivani Chaudhry, Krishna Kumar Singh

781 - 799
- PDF
The Power of Visual Storytelling: A Deep Learning Framework for Educational Influence

K. Dinesh Kumar, Sarot Srang , Dona Valy

800 - 806
- PDF
Review of Textile Antenna for WBAN: Challenges, Design and Multiple Application

Rudra Bhanu Satpathy, G. P. Ramesh

807 - 812
- PDF
Optimizing Speech Synthesis for Efficient Text-to-Speech Conversion with Enhanced Robustness and Resource Efficiency

Mukta Sandhu

813 - 819
- PDF
A Comprehensive Survey of Blockchain Usage in Digital Evidence Handling

A. Y. V. Krishna, Naveen Chaudhary, Ajit Muzumdar

820 - 830
- PDF
Enhancing Forensic Accuracy with IFDenseNet-138 from the Sensor Data Analysis using Evidence Collector (EC) Mobile Application

Sukhada Aloni , Divya Shekhawat

831 - 837
- PDF
Non‑Invasive Glucose Diabetic Prediction using Deep Neural Network and PPG Signals

Vandana C. Bavkar , Arundhati Shinde

838 - 843
- PDF
An Effective Approach for Crop Recommendation with Using Features of Specific Locations and Seasons and Maximize Crop Yield Production by Using Machine Learning

Pawan, Deepika Yadav, Ram Kumar Sharma, Mukesh Kumar, Jyoti Rani, Nidhi Sharma

844 - 850
- PDF
An Effective and Comparative Analysis of Asthma Prediction Using Machine Learning Algorithms

Pawan, Ramveer Singh, Mukesh Kumar, Deepti Goyal, Neeraj, Deepika Yadav

851 - 856
- PDF
Deep Learning Modeling for Local Wildflower Recognition

Jannatul Ferdouse, Md. Ashikul Aziz Siddique, Md. Saiful Haque, Mahady Hasan, Md. Tarek Habib

857 - 865
- PDF
Employee Performance Data Management and Analysis of Ilocos Sur Polytechnic State College through Human Resource Information System Application

Ashley Kristina Barayuga, Thelma D. Palaoag, Anna Rhodora M. Quitaleg , Vitruvius John D. Barayuga

866 - 874
- PDF
A Novel Script-Rule-Based Character Segmentation Method for Devanagari Script in a Natural Scene Image

Vijay Prasad , Pranab Das , Y. Jayanta Singh

875 - 883
- PDF
LENBC: Learning Embedded Neural Boost Classification for Robust Autism Classification using the Autism Image Dataset

A. Kanchana, Rashmita Khilar

884 - 900
- PDF
Smart Classrooms with Wireless Sensors and an Intelligent System Design Approach

G. Sathish Kumar, R. Benschwartz, K. B. Kishore Mohan, K. R. Shanthy, D. Jennifer

901 - 910
- PDF
Pattern Recognition to Enhance Video Based Human Identification for Advanced Security

A. Saravanan, R. Benschwartz, R. Roopa, M. Maheswari, K. B. Kishore Mohan

911 - 920
- PDF