Vol. 12 No. 6s (2024)

Published: 30.11.2023

Research Article

Enhancing Dark Web Classification: A Dynamic Crawler and Robust Classification Framework

Sasirekha Devarajan, Pakutharivu Panneerselvam, Aditya Mudigonda, Perichetla Kandaswamy Hemalatha

01 - 09
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Cardiovascular Abnormalities Classification Model Using Machine Learning and Signal Processing Techniques

B. Venkataramanaiah, M. Anuradha, K. Balasubramanian, C. Gnanaprakasam, D. Praveen Kumar, R. Palanikumar

10 - 20
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Radial basis function Artificial Neural Strategy with Dimensionality Reduction Algorithms Intelligent Fusion Method for Student Attendance Monitoring

S. Amutha, Gunaselvi Manohar, R. Prathipa, S. Sankar Ganesh, M. Sujaritha

21 - 29
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A Hybrid Optimization Algorithm for Efficient Virtual Machine Migration and Task Scheduling Using a Cloud-Based Adaptive Multi-Agent Deep Deterministic Policy Gradient Technique

Gurpreet Singh Panesar , Raman Chadha

30 - 45
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Advanced Cardiovascular Disease Prediction: A Comparative Analysis of Ensemble Stacking and Deep Neural Networks

B. Rupa Devi, U. Sivaji, Thammisetty Swetha, J. Avanija, A. Suresh, K. Reddy Madhavi

46 - 55
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Novel Technique for Secure Medical Image Transmission

Anant Shankar Ellapalli, S. Varadarajan

56 - 63
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Revolutionizing Thyroid Disease Forecasting with API Enhanced Convolutional Neural Networks

BJD Kalyani, Kopparthi Bhanu Prasanth, Pannala Krishna Murthy, S. Kavitha, S. Neelima

64 - 68
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Distance and Clustered Feature Selection for the Pattern Recognition of Intrusion Detection in Communication Networks

N. Chitra, Safinaz S.

69 - 75
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Improved Brain Tumor Diagnosis and Classification Using VMS

O. Homa Kesav, G. K. Rajini

76 - 86
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Enhanced Data Preservation in Light Field Hyperspectral Images through Combined Sparse Discrete Wavelet and PRN

P. Anjaneya, G. K. Rajini

87 - 97
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Towards Efficient Disaster Management: Role of Machine Learning, Deep Learning and WSN Technologies

Rucha Joshi , Arya Shinde , Supriya Kelkar , Mahendra Deore

98 - 111
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Matrix-Based Deep Learning Approach to AI-Driven Cancer Detection, Personalized Treatment, And Ethical Consideration

V. S. Saranya, Parasa Rajya Lakshmi, Cheepurupalli Raghuram, Syed Muqthadar Ali, Jayavarapu Karthik, U. Ganesh Naidu

112 - 120
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An Iot Machine Learning Approach for Visually Impaired People Walking Indoors and Outdoors

V. S. Saranya, Vijaya Krishna Sonthi, Prasanthi Boyapati, Boddu L. V. Siva Rama Krishna, Ganesh Naidu Ummadisetti, P. V. Naresh

121 - 129
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IOAT in Agricultural Research: Continuous Monitoring and Analysis of Demographic Data to Assess Cotton Crop Potential in Paddy Fields

S. Sandeepkumar, K. Jagan Mohan, K. Amarendra

130 - 138
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Skin Cancer Detection using Machine Learning Classification Models

Priya Natha, Pothuraju Raja Rajeswari

139 - 145
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Augmentation of Power Quality Through PV Static Synchronous Compensator using Shunt Active Power Filter

Shobhit Kureel, Lokesh Varshney , Huma Khan

146 - 157
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Taxonomical Classification of Web Applications: A Comprehensive Analysis

Satyaveer Singh, Sai Sudha Gadde, Malika Bhiyana, Dimple Rani, Manisha Saini, Ashok

158 - 168
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FRMSDNET Classifier for Multimodal Feature Fusion Biometric Authentication

Parvathy J., Poornima G. Patil

169 - 186
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A Novel Multi-Class Deep Learning Approach for Tomato Leaf Disease Detection System

Anu, Kamna Solanki, Amita Dhankar

187 - 196
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Improved Weighted Fuzzy for Evaluating the Impact of Leadership Methodology on Authoritative Piece

K. Krishna Rao, KVB Ganesh

197 - 210
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Amazon Reviews Sentiment Analysis, Segmentation, Classification and Prediction leveraging Multi-Class Multi-Output Classification

Ramana Nagavelli, Ette Hari Krishna, Katta Padmaja

211 - 219
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Hybridization of Bottlenose Dolphin Optimization and Artificial Fish Swarm Algorithm with Efficient Classifier for Detecting the Network Intrusion in Internet of Things (IoT)

Rekha Gangula, Murali Mohan Vutukuru, Ranjeeth Kumar M.

220 - 232
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Federated Deep Learning Architecture for Technical Analysis of the Standard Souq Using Optimization Technique

Venkateswarlu Chandu, Elia Thagaram, Sambhana Srilakshmi , Ch. Sahyaja , P. Akthar, Gurunadham Goli , Ch V Rama Krishna Rao

233 - 246
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Research on the Application of Reinforcement Learning Algorithms in Intelligent Robot Learning and Knowledge Fusion

Chaoyang Zhu

247 - 263
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Research on Intelligent Vehicle Driving Behaviour Analysis and Driver State Evaluation Based on Emotion Recognition

Chaoyang Zhu

264 - 280
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Design of Interior Layout Optimization Algorithm for Residential Buildings Based on Virtual Reality Technology

Lijuan Yao, Guang Lv

281 - 294
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Research on Rural Settlement Landscape Visualization and Participatory Planning Based on Virtual Reality and Augmented Reality Technology

Haiyuan Li, Daogu Nie

295 - 310
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Construction of Multi-objective Optimization Model for Landscape Health Activity Space Design

Yu Zhang, Daogu Nie

311 - 325
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Design and Optimization of Lin Chaoxian's Directorial Movie Recommendation System Based on Plot Analysis and Emotion Recognition

Zhengliang Zhang, Xuejun Guo

326 - 339
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Network Analysis of Classical Music Composers' Relationships Based on Knowledge Graph

Du Shen

340 - 354
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Emotional Recognition Edge Computing Model for Emotion Classification with Immersive Theatre Experience

Xiaoxuan Cui

355 - 368
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Research on the Prediction and Intervention Model of Mental Health for Normal College Students Based on Machine Learning

Yaqin Liang

369 385
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Empirical Research on Credit System Management for Chinese Vocational College Students Based on Personal Mobile Terminals

Hongtao Yang, Suping Yang

386 - 400
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Assessment of Chinese Cultural Influence and Market Potential in Malaysian Chinese-Language Films Based on Big Data Analysis and Predictive Models

Qianwei Deng, Wong Chee Onn, Roopesh Sitharan

401 - 414
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Analysis of Audience Preferences for Malaysian Chinese-Language Films with Chinese Cultural Themes Based on Data Mining and Recommender Systems

Qianwei Deng, Wong Chee Onn, Roopesh Sitharan

415 - 431
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Statistical Vector Model for the Audience Emotional Response Examination with Affective Computing Based on Conductor’s Expressive

Qihang Hong

432 - 449
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A New Innovative Research Model on the Interestingness Expression of TechnoArt

Ming Lin, Chengqing Zhao

450 - 465
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Apriori Optimization Model for the Intervention Strategies in Educational Model with Sentimental-Based Learning Analytics

Yunlyu Lu, Emily Sarmiento

466 - 480
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A Sentimental Analysis Approach Using Stacked Gaussian Deep Learning for Understanding the Connection between Family Dynamics and Emotional Shifts in Deep Sea

Yuan Zhang

481 - 494
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A Deep Learning based Artistic Generative Adversarial Networks (AGAN): A Weighted Architecture for Assessing Aesthetic Appeal

Yixuan Li, Pei Wang

495 - 507
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Generative Adversarial Network to Evaluate the Ceramic Art Design through Virtual Reality with Augmented Reality

Shouzheng Huang, Adzrool Idzwan Bin Ismail

508 - 520
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Multimodal Deep Learning Architecture to Evaluate Emotion Recognition in Tea Packing

Xue Yang, Adzrool Idzwan Bin Ismail

521 - 532
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Ship-at-Sea Vessel Detection and Tracking with a Multi-Point Fuzzy Model for the Deep Learning Classification Process

Enping Wei, Yong Chai Tan, Vin Cent Tai

533 - 547
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Public Intelligent Algorithm of Resource Allocation and Benefit Maximization of Civil Sports Organizations

Xuehua Zhou, Xuesong Guo

548 - 561
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Min-Max Machine Learning Estimation Model with Big Data Analytics in Industry-Education Fusion

Hanqi Yue, Siqi Huang

562 - 578
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Multi-Spectral Global Feature Estimation in Ancient Village Inheritance to Visualize Virtual Reality in Landscape

Yaolei Lyu

579 - 592
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Integration of Multiple Features in Chinese Landscape Painting and Architectural Environment Using Deep Learning Model

Xinjiang Zheng

593 - 606
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Segmentation Free Approach Using Hybrid Network Model for Optical Character Recognition

U. Ganesh Naidu , Vijaya Krishna Sonthi, M. V. B. Murali Krishna M., P. N. V. Syamala Rao M., Syed Muqthadar Ali, Chitri Rami Naidu

607 - 614
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Facial Image Encryption & Compression for Secure Image Transmission on Cloud Storage

Pranali Dahiwal, Anagha Kulkarni

615 - 621
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Segmentation of MRI Image Using Patch-wise Approach

Sujata Tukaram Bhairnallykar, Vaibhav Narawade

622 - 632
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Expert System for Troubleshooting A Local Area Network (LAN)

Julissa Elizabeth Reyna-González, Marco Antonio Villavicencio Cabrera, Víctor Pedro Cuadros Ojeda, Dra. Fiorela Anaí Fernández-Otoya, Dra. Lourdes Lucila Céspedes Aguirre

633 - 649
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Malware Detection and Classification on Different Dataset by Hybridization of CNN and Machine Learning

S. Arshad Hashmi

650 - 667
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Hybrid Congestion Control Mechanism in Software Defined Networks

Reecha Sood , Sandeep Singh Kang

686 - 676
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An Intelligent System for Recognizing the Human Activity using Improved Convolutional Neural Network (I-CNN) Model

A. Venugopal Rao , Santosh Kumar Vishwakarma , Shakti Kundu

677 - 686
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Fusion and Analytical Research of Active Scheduling Procedures Targeting Reconfiguarable Environment

Ashish S. Bhopale, Archana O. Vyas

687 - 693
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Evaluation of Machine Learning Methods for Predicting Heart Failure Readmissions: A Comparative Analysis

Samit Shivadekar, Ketan Shahapure, Shivam Vibhute, Ashley Dunn

694 - 699
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Designing a Machine Learning Based Prediction Model for Covid-19 in Ethiopia

Ashenafi Tulu, Jemal Abate, Vijayshri Khedkar, Fikirte Zemene

700 - 706
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Advances in Crowd Counting and Density Estimation Using Convolutional Neural Networks

Shailesh Kulkarni, Alpana Prashant Adsul , Sudesh Ayare, Shraddha V. Pandit, Sheela Naren Hundekari, Ojasvi Pattanaik

707 - 719
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Enhancing Data Management: An Integrated Solution for Database Backup, Recovery, Conversion, and Encryption Capabilities.

Siddharth Sutar, Kevin Jose, Vidya Gaikwad, Vaishali Mishra, Disha Wankhede, Madhuri Karnik

720 - 734
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Real-Time Driver Sentiment Analysis Using Hybrid Deep Learning Algorithm

Shilpa Gite, Deepak Mane, Ishan Doshi, Prachi Mohite, Bhavya Upadhyay, Siddhi Joshi

735 - 748
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Machine Learning and Just-in-Time Strategies for Effective Bug Tracking in Software Development

1Veena Jadhav, Prakash Devale, Rohini B. Jadhav, Ranjeet Vasant Bidwe, Madhavi Mane, Prajakta Pawar

749 - 758
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Big Data Advanced Scheduling Integrating Q-Learning and Cuckoo Search

Nagina, Sunita Dhingra

759 - 774
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Adaptive Driver Assistance Systems Using LSTM, GRU, Q-Learning, and VARMA for Drowsiness Monitoring, Lane Keeping, and Collision Pre-emptions

Rashmi A. Wakode, Sharad W. Mohod

775 - 788
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Securing Vehicular Internet of Things (V-IoT) Communication in Smart VANET Infrastructure using Multi-layered Communication Framework and Novel Threat Detection Algorithm

Pratima Upadhyay , Samta Jain Goyal , Venkatadri Marriboyina , Sunil Kumar

789 - 803
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LEIFMCY: Deployment of an Efficient Low-Cost & Energy-Aware Multiparametric IoT-Based Fertilization and Irrigation Monitoring Model for Cotton Yield Analysis

Swapnil Dhanraj Ambade , Ravi Mishra

804 - 818
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Concurrent Computation Strategies: Unveiling the Power of Vedic Mathematics

Dinubhau B. Alaspure, Swati Rajesh Dixit, Jitendra S. Edle

819 - 834
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CPW Optimization a Novel Optimization Algorithm to Improve Classification of Objects in Video Content Detection

Sita Yadav, Sandeep Chaware

835 - 839
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Deep Fake Detection using LSTM and Survey of Deep Fake Creation Technologies

Shilpa Pant, Chhaya Gosavi, Sheetal Barekar

840 - 845
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