Algorithms in Advanced Artificial Intelligence is a collection of papers on emerging issues, challenges, and new methods in Artificial Intelligence, Machine Learning, Deep Learning, Cloud Computing, Federated Learning, Internet of Things, and Blockchain technology. It addresses the growing attention to advanced technologies due to their ability to provide “paranormal solutions” to problems associated with classical Artificial Intelligence frameworks. AI is used in various subfields, including learning, perception, and financial decisions. It uses four strategies: Thinking Humanly, Thinking Rationally, Acting Humanly, and Acting Rationally. The authors address various issues in ICT, including Artificial Intelligence, Machine Learning, Deep Learning, Data Science, Big Data Analytics, Vision, Internet of Things, Security and Privacy aspects in AI, and Blockchain and Digital Twin Integrated Applications in AI.

Table of Contents:
1. Emotional People’s Views of Oropouche Virus Disease-Cuba while Checking Doctor’s Examination: A Hybrid Model Analysis Bhupathiraju Nandita Lakshmi and R. N. V. Jagan Mohan 2. Leveraging Backpropagation to Forecast Dengue Fever Based on Weather Conditions K. Gopala Varma, M. Chandra Naik and R. N. V. Jagan Mohan 3. Artificial Intelligence Techniques for the Early Diagnosis of Cardiovascular Disease Among Diabetes Patient: A Review Atyaf Alshehri and Eman Alqaissi 4. Bone Fracture Detection Using Residual Neural Network Kondaveti Raja, K. V. Nageswari and G. Archana 5. Protection of Sensitive Information Utilizing AutoML and Merkel Tree based on AONT-EHR T. V. K. P. Prasad, Gude Sujatha, T. Satish and N. Bhaskara Rao 6. Sustainable Shrimp Farming Aquaculture Using Approximate Nearest Neighbour Manne Venkata Subbarao and R. N. V. Jagan Mohan 7. Unveiling the Power of Classic ML Techniques in Text Classification: A Comparative Approach K.V. Narasimha Reddy, Dodda Venkatareddy, Singam Venkata Satya Vijaya Ganesh, Boggavarapu Charan Deepak and Mekala Gopi Manikanta 8. Resilient Frequency Control of Islanded Microgrid Using Mother Optimization Algorithm V S R Pavan Kumar Neeli and Nerella Sameera 9. Predictive Analysis of Cloned Voice to Commit Cybercrimes Using Generative AI Scammers Dileep Kumar Kadali, K. S. S. Narayana, P Haritha, R. N. V. Jagan Mohan, Rambabu Kattula and Kadali Sri Venkateswara Swamy 10. Quality Improvement Mechanism for Routing using Throw Boxes in DTN Deepak Nedunuri, Ch. Ramadevi, K. Satyanarayana and Ch. Madhava Rao 11. Thyroid Disease Identification Using Machine Learning G. Saranya, K. Suresh Babu, M. Sireesha, G. Anuradha, K. Chandrika and Y. Keerthi 12. Polycystic Kidney Disease Identification: Harnessing Deep Neural Networks for Accurate Diagnosis P. Haritha, Yugandhar Bokka, Dileep Kumar Kadali, M. N. V. L. Narayana, V. Durga Rao and Rambabu Kattula 13. Secure Private Cloud Storage and Sharing Services with Jetson Orin Nano T. Srinivasarao, N. Leelavathy, Gedela Triveni, Kolamuri Sai Praveen, S. S. S. Subrhamanya Karthik and Sontyana Jagan 14. Web-Based Early Stroke Detection: A Machine Learning Approach with Explainable Insights K. Suresh Babu, Mahesh Babu Parchuri, Aswiniduth Muthireddy, Lakshmi Vara Prasad Gurram, Naveen Satya Tallam, Shaik Khaja Mohiddin Basha and M. Sireesha 15. Optimizing Real Time Intrusion Detection for Enhanced Network Security N. Madhuri, R. Tamilkodi, Katari Meghana, Gonna Amrutha, Sada Surendra, and Madasi Sri Hari 16. Enhancing Cybersecurity with AI: A Deepfake Detection Framework Using InceptionResNetV2 and LSTM R. Tamilkodi, A. Harika, Jetti Siva Kumar, P. M. V. D. Siva Kumar, Chadaram krishnasai, and M. R. N. Venkata Akhil 17. Enhancing Industrial Internet Security with Blockchain-Based Equipment ID V. Bala Shankar, R. Tamilkodi, CH. Nikhitha, D. Venkata Narayana Reddy, E. Sanjay and K. Venkanna Babu 18. Performance Evaluation of Different Machine Learning Models in Predicting Stock Prices Assisted by Volume Data Krishna Kanth Varma P, Jaswanth A. N. V, Venkatesh P, Tarakeswar M, Purna Rama Satya Sai M and Chalapathi Raju K 19. An Enhanced Deep Learning Approach for Brain Tumor Detection Subbaraju Pericherla, Ramsai A, JNVA Prasad, B Abhiram, B Sai Pavan and Lakshmi Hyma Rudraraju 20. Implementation of Block-Chain Technology Using Forensic Evidence Management N. Madhuri, R. Tamilkodi, K. Sindhu, MD. Afzal Khan, K. Hari Shankar and J. Vinod Kumar 21. Detection of Application Layer DDOS Attacks Produced by Freely Accessible Toolkits using Machine Learning K. Saritha, R. Tamilkodi, V. Pavana Ganga, Ch. Rashwitha, G. Poorna Sai and Ch. Deva Satyandra 22. Voice-Assisted Artificial Intelligence Based Question Answering System for the Visually Impaired B. Sindhu, B. Bhagya Preethi, S. Leela Venkata Lakshmi, B. Praveen Reddy and S. Srinivas Kiran 23. Automatic Literature Review Generation on Research Papers Using Deep Learning P. Nagamani, J Udaya Sri, T Gowri Priyanka, Aman Kumar and M Rakesh 24. Contextual Audio Description: Real-Time Image Analysis for Visually Impaired P Nagamani, S Manikanta Bhaskar Reddy, P Gangadhar, G Rachana and M Bala Nagendra 25. Novel Vehicle Damage Detection, Repair Cost Estimation Using Deep Learning Techniques P. Kranthi Kumari, B. Prasanna, T. Ritik Chaudhary, A. Janesh and P. Blessy 26. Integrating RF Signal Analysis and Deep Learning for Effective Drone Classification and Detection of Drones Suseela Digumarthi, P. Swathi, N. Satish Kumar Reddy, B. Bhargava Sai and N. Veera Venkata Sai Kumar 27. Machine Learning Approach for Intelligent Traffic Management B. Sindhu, A. Mounika, J. Priya, D. Vinod Kumar and N. Rajkumar 28. Sky Guard: A Vision Based Drone Vs. Bird Detection and Alert System Using Deep Learning P Nagamani, K Pavan Kumar Reddy, K Pujitha, P Kavya Sri and Kunal Narang 29. Optimizing Video Gaussian Noise Removal with Integrated Intraframe Filtering Method Suseela Digumarthi, P. D. S. R. Mounika, B. Usha, E. Teja and N. Srinivas Reddy 30. Drowning Person Detection in Water Bodies using YOLOv8 for Enhanced Human Safety P. Kranthi Kumari, R. Srikanth, G. Srujana, R. Vinay and G. Deva Venkata Varaprasad 31. Integrating Hybrid Machine Learning for Botnet Attack Localization and Defense in IoT Networks Suseela Digumarthi, Kiran Malhotra, N. Pradeep Kumar, M. Umesh Kumar and E. Krishna 32. Intelligent Video Analytics for Autism Spectrum Disorder Diagnosis N. Sindhuri, N Avanthika, S Madhu Kumar, S Khaja Nihal and K Manikanta 33. Assessing Hepatitis Progression: An Analytical Approach with SVM N. Sindhuri, R. Usha Venkata Raghamai, V. Lakshmi Radha Pavan, Ch. Harsha Vardhan and V. Dileep Sai Chandra 34. Healinfo Facts: AI-Based Packaged Food Contents Scanner for Health Insights Sugunasri Singidi, M. E. S. V. Rama Prakash, V. Sai Srija, L. Manikanta and V. V. Pramod Varma 35. Semi-Supervised Learning Method for Detecting DDoS Attacks Sugunasri Singidi, J. Akshaya Prajwala, S. Manoj, A. Manikanta and B. Venkata Srihari 36. Forecasting Ride-Sharing Demand: Machine Learning Strategies for Effective Planning Suguna Sri Singidi, Ch. Yasaswini, A. Mahesh, D. Dheeraj Tapan and Md. N. Sulthana Khathun 37. Advance Model for Attrition Forecasting N. Sindhuri, A. Sai Rakesh, D. Keerthana, D. Mouneswar and K. Charan 38. New Hybrid Encryption Approach Combining RSA, Paillier and Goldwasser Micali Cryptosystems: Revisited Kakumani K C Deepthi, Vivek Kothamasu, Sai Narasimha Chowdary Yalamanchili, Sanjana Maganti and Gopi Harshavardhan Jasti 39. Forecasting Energy Demand with Machine Learning by Analyzing Temporal and Weather Pattern K V K Sasikanth, G Mounika, Ch Mahesh, K Ravi Teja and P Hari Chandra Prasad 40. Grafting Evidence in Banking Data Archive Using Machine Learning K. V. K. Sasikanth, Ch. Joyley, V. S. N. V. V. V. S. Manoj Gupta, and G. Kiran, T. Satish 41. Interpretable Fake News Detection Using Xlnet, FastText and CNN WithLime Explanations K V K Sasikanth, N Gayathri, G Pavan Kumar, S Priyanka and K Anil Kumar 42. AI-Powered Virtual Blackboard: Real-Time Hand Gesture Drawing with Media Pipe M. Jeevana Sujitha, V. Anjani Kranthi, P. Saroja and P. Bharat Siva Varma 43. Traffic Violation Detection System Based Using Hybrid Methods Dileep Kumar Kadali, J. N. S. S. Janardhan Naidu, D. Sathvika, A. Jhansi Nandini, B. Gowthami and A. Sailu 44. Yoga Pose Corrector Using Deep Learning Techniques Dileep Kumar Kadali, K. Akhila, Mohammad Sheema,K. Gayathri, M. Charmini Ratnam and K. Satya Priyank 45. Skynet 6G: A Review of AI-Driven Aerial Access Networks for Next-Generation IoT Connectivity S. S. Mohan Reddy, Mehran Behjati, Sravani Mesala, K. Aruna Kumari and Bandi Sanjay 46. Spiking Neural Networks: A Transformative Approach to Neuromorphic Computing Sravani Mesala, S. S. Mohan Reddy, K. Aruna Kumari 47. Air Quality Prediction Using IoT and Random Forest V. Anjani Kranthi, P. Bharat Siva Varma, P. Saroja and M. Jeevana Sujitha 48. Enhancing Privacy in Collaborative Breast Cancer Diagnosis: A Federated Learning Approach with Homomorphic Encryption Vankamamidi S. Naresh, Gadhiraju Tej Varma and Ayyappa D 49. Optimizing Player Selection in Fantasy Sports: A Comparative Analysis of Profit Weight Ratios and Predicted Team Performance Polinati Vinod Babu, M. V. P Chandra Sekhara Rao and Sigirisetty Anusha 50. Enhancing Medicare Fraud Detection Through ML: Addressing Class Imbalance with Smote-ENN T. Srinivasarao, N. Leelavathy, M. Hari Narayana, T. Sagar Varsha, S. Siva Satya Sai, and M. Bala Mani Deepak 51. Complex Network Analysis: Problems, Applications and Techniques Madhusudhana Rao Baswani, T. Jaya Lakshmi and Prasanthi Boyapati 52. Licence Plate Recognition with Owner Identity Using CNN N. K. Kameswara Rao and K. Nanda Prasad 53. Robust Deepfake Detection Using ResNeXt and Multi-Classifier Ensembles—A Hybrid Approach to Image Forensics Hemalatha Dendukuri, G. N. V. G. Sirisha and Karthik Virodhula 54. Elevating Content Accessibility in Social Media Via User Contributions and Analytical Insights Doddi Srikar, Viswaprasad Kasetti, Kalli Srinivasa Nageswara Prasad and Sela. V. V. Durga Venu Gopal 55. Baseline CNN Model for EEG-Based Prediction of Dyslexia and ADHD: A Neurocognitive Study Pavan Kumar Varma Kothapalli, Boddu L. V. Siva Rama Krishna, A. V. S. Asha, Cheepurupalli Raghuram and V. T. Ram Pavan Kumar M. 56. Integrating Supervised Learning Techniques Cyber Propaganda in Fake News Detection Anoch Bellamgubba, Ramesh Babu Mallela, Rajesh Thammuluri, Gottala Surendra Kumar, Gujjarlamudi Mahesh Babu and P. Venkata Sateesh Kumar 57. MobileNet Outperforms in Detecting Fake Indian Currency: A Performance Evaluation B. V. Prasanthi, S. Mahaboob Hussain, E. Shalini and M. Prasad 58. Designing an Intelligent DDoS Defense Framework for Cloud Environments Sai Gopal P., Sujatha B., Leelavathy N. 59. A Secure and Decentralized Certificate Verification System using Flutter and Blockchain S. Sri Sai Sandeep, K. V. K. Sasikanth and V. Ajay Kumar 60. Interactive Learning with AI Educator Using Natural Language Processing Y. Krishnaveni, N. Leelavathy and K. V. K Sasikanth 61. Machine Learning Approaches for Identifying Potential Drug Abusers Thota Bhaskar, D. Phani Kumar and V. Ajay Kumar 62. Unveiling Human Behavior: Deep Learning Approaches for Activity Recognition D. Bhagya Sri Lakshmi and D. Sattibabu, B. Sindhu 63. Electric Vehicle Lithium-Ion Battery State of Charge Estimation using a Bayesian Optimized Deep Learning Approach K. Mohan Reddy, P. Nagamani and B. Sujatha 64. Implementation of Intrusion Detection System for IoT Networks using Jetson Orin Nano T. Srinivasarao, R. Tamilkodi, Araja Khanishma, Guggilapu Mohana Akhila, Surla Bala Teja and Palla Mohan Sai 65. Supervised Fine-Tuning Large Language Model with Low-Rank Adaptation and Quantized Low-Rank Adaptation for Student Mental Health Support Thimmapuram Anuradha and M. Vijay Kumar 66. Integrating Real Time ID Card and Face Match System for Enhanced Personal Authentication D. Phani Kumar, K. Aswini Lakshmi, M. Satya Sri, K. Manohar and B. Dadykumar 67. Privacy-Preserving Eye Image Classification for Jaundice Detection Using Full Homomorphic Encryption and Visual Geometry Group V. MNSSVKR Gupta, A. N. L. Kumar, Harika Devi Kotha and R. Shiva Shankar 68. Explainable Artificial Intelligence (XAI) for Lung Cancer Detection: A Framework for Early and Accurate Diagnosis P. L. V. D. Ravi Kumar, Ch. S. N. Sai Lalitha, V. S. N. Murthy, Ch. Siva Subramanyam, Ch. Raja Rajeswari and Dileep Kumar Kadali 69. ASLM-AQG: Attention-based Sequence Learning Model for Automatic Question Generation D. Chidanand, B. Sujatha, P. Nagamani and N. Leelavathy 70. Used Car Price Forecasting: A Machine Learning-Based Approach Khyathisree Yarra, Prasanthi Boyapati and L. V. Siva Rama Krishna Boddu, Saibaba Velidi 71. Water Potability Prediction: A Comprehensive Comparison of Machine Learning Models Naresh Bhimavarapu, Khadar Alisha Sheik, Naga Ravindra Babu M., Satya Vamsi Kumar Appala and V. Kiran Kumar 72. An Optimized Ensemble Machine Learning Framework for Pumpkin Seed Classification using Sequential Feature Engineering to Boost Agricultural Productivity with Sustainable Food Strategies Maheswara Rao V. V. R., Silpa N., Yamini K., Hema Sri Naga Durga M., Ramachandra Rao Kurada and Mohini Padmaja Suragani 73. ECG Analysis Based VGG 16 Heart Attack Approach Using Federated Learning K. Satyanarayana Raju, K. Chandra Sekhar, M Krishna Satya Varma, K. Lakshmipathi Raju, Chintapalli Siva Subrahmanyam and P. Subbaraju 74. Multiclass Classification of DDoS Attacks using HSOFS Algorithm in IoT Networks Ramesh Babu Mallela, P. Prathibha, Bellamgubba Anoch, Thammuluri Rajesh, Pothuraju Raju and Gottala Surendra kumar 75. Weather-Augmented Traffic Sign Classification with YOLOv3: A Custom Dataset Approach Suresh Kumar Samarla, Antharaju K. Chakravarthy, DSS Lakshmi Kumari P., Phanikumar and Sameena Begum 76. Injection-Related Adverse Effects: A Wagner-Nelson Model Analysis JMSV Ravi Kumar, A. V. Bharadwaja, M. Srikanth, Phaneendra Kanakamedala, Narni.Siva Chintaiah and D. Ratna Giri 77. Fake Product Detection using Blockchain Kakumani K C Deepthi, Prasanthi Boyapati, Srinivasa Rao Tottempudi and Gude Sujatha 78. IPFS Based File Storage Access Control and Authentication Model for Secure Data Transfer using Blockchain Technique Kakumani K. C. Deepthi, L. V. Shiva Rama Krishna Boddu, Sai Narasimha Chowdary Yalamanchili and Sanjana Maganti 79. Integrated Deep Learning Approach for Parkinson’s Disease Detection using MRI and Handwriting Analysis D. N. S. B. Kavitha, Gangu Manohar, M. Venkata Subbarao, Kethinedi Leela Sai Pavan, T. Gayatri and K. Vijaya Naga Valli 80. IoT-Driven Drunk Driving Prevention System with Real-Time Monitoring and GPS Tracking Puvvada Mani Chandana, D. N. S. B. Kavitha, M. Venkata Subbarao, Divya Lanka, Puvvada Nagendra Sai Kiranu and K. Veera Raju 81. AI-Powered Electronic Health Record Analysis System S. Suryanarayanaraju, M. Chandra Naik and R. N. V. Jagan Mohan 82. A Comprehensive Analysis of Botnet Detection Techniques in IoT Networks Archana Kalidindi, Krishna Mohan Buddaraju, Vinod Varma Ch, Pamula Udayaraju, V Sivaramaraju Vetukuri and Jahnavi P 83. Towards Real-Time Speech Emotion Recognition: A Deep Learning Approach Prasanthi Yavanamandha, Jahnavi P, Krishna Mohan Buddaraju, Phaneendra Varma Chintalapati, K. P. S. Rama Krishna and Vinod Varma Ch 84. Custom Memory Allocator: Building a Simple Heap Manager in C P. Tapan Datta, D. Lalith, D. Abhiram, S. Tanoj and P. Syamala Rao 85. Ensemble Load Balancing with Parallel Processing Algorithm in Cloud Computing Kopparthi Poorna Sai Rama Krishna, K. Hari Krishna, Sreenu Bhukya, Raghunadha Reddi Dornala and A. V. S. Asha 86. Data-Driven IPL Player Intake: Leveraging Ensemble Learning for Accurate Predictions Chandra Sekhar K., K. Satayanarayana Raju, Sai Bhairav Rajesh A., P. V. Narasimha Raju, Kadali Srinivas and K. Lakshmipathi Raju 87. Comprehensive and Comparative Study of Trading Strategies in Blockchain T. S. Pradeep Kumar, Vishal Sankar, Divya Lanka and D. N. S. B. Kavitha 88. A Hybrid Deep Learning Model for Real-Time Helmet Detection in Traffic Surveillance Systems Sivasankar Kinthada and D. N. S. B. Kavitha 89. Efficient Detection of Brain Stroke using Deep Learning Techniques: A Novel Approach N. Sindhuri, B. Sindhu, R. Kusuma Kumari and V. Sravani Kumari 90. Predicting 5G Network Coverage with CNN and Ensemble Learning Techniques P. Nagamani, V. Joshnavi, P. Sai Lokesh, K. Subramanyam Sivaram and D. Smaily 91. Novel Student Performance Evaluation Using Cognitive Skills and Data Analysis Techniques B. Sindhu, B. Sujatha and V. KusumaKumari 92. Smart Guard: Unravelling Credit Card Fraud Patterns Using Decision Tree and XG-Boost Algorithms N. Sindhuri, B. Sindhu, Neti Praveen and Marisetti. SriDurga 93. A Comprehensive Review of the use of Array Antenna Application in 5G Technology Venkata Raghavendra Miriampally, I. V. Prakash and M. Sayanna 94. An Advanced Resource-Aware Load Balancing in Cloud with Federated Learning MVVS. Subrahmanyam and Satya Keerthi Gorripati 95. Real Time Emotion Detection with Jetson Orin Nano S. Satyakumar, T. Srinivasarao, V. Ajay Kumar, P. Venkatarao and K. Tirumala Rao 96. Next-Gen Attendance System S. V. N Sreenivasu, Ch. Rajani, Bogyam Indu, Thumu Tejaswini, Kongara Abhinaya, and Sireesha Moturi 97. U-Net Based Segmentation for Gastrointestinal Tract Imaging: Enhancing Precision in Medical Analysis Madhavi T., Sahiti Ganta, Syamala Pundla, Radhi Sri Bhavya Patamsetti, Praneetha Varre and Chelamkuri Devi Satya 98. Predicting Viewer Satisfaction on Streaming Platforms Using LSTM-Based Sentiment Analysis Raja Kondaveti, P. Srinivas Rao, G. Venkata Ramana, Balla Srinivas and K. V. Nageswari 99. AI-Driven Wind Power Prediction Model for Optimized Transformer Control and Renewable Energy Utilization L. V. Srinivas, R. Shiva Shankar, Karra Neeharika, P. Nancy Anurag, N. Tejaswini and V. V. R. Maheswara Rao 100. Advanced Phishing Website Identification Using Extreme Learning Machine Bathula Sushma Priyanka and Shaik. Yacoob, B. Sujatha 101. Audit Towards Green Computing: An Information Science and Machine Learning Application to Proficient Vitality Utilization and Optimization in Cyber Security Bomma Ramakrishna, M. Lakshminarayana and M. S. V. K. V. Prasad 102. A Comprehensive Review of Blockchain-Based E-Voting Systems: Security, Scalability, and Usability T. Gayathri and J. Sai Divya 103. Breast Cancer Early Detection and Diagnosis Through SHAP Analysis V. S. R. K. Raju Dandu, M. Chandra Naik and R. N. V. Jagan Mohan 104. Enhancing Accuracy in Cardiovascular Disease Prediction: A Novel Hybrid Machine Learning Framework Vankamamidi S. Naresh, Mallina Vineela 105. Android Malware Detection Using Dynamic Analysis K. V. Krishnam Raju, Dileep Akula, Siri Sanjana Areti, Bharath Kumar Barre and Siva Sai Krishnam Raju Bhupathiraju 106. State of Health Forecasting for Lithium-Ion Batteries Using Data-Driven Methods in Sustainable Transportation Vankamamidi S Naresh, P. Pujitha, V. Gowthami Rushitha, M. Jaya Sri, D. Sankar, K. Naga Bhushanam, and K. Naga Bhushanam 107. Effective Disaster Management in India Using Twitter Data Analytics Y. Syambabu, B. Sindhu and N. Leelavathy 108. Accurate Vitamin Deficiency Detection for Personalized Health Care Using Deep Learning Suguna Sri Singidi, N Chandra Sekhar Reddy, P. Sandeep, S. Keerthi, K. Nishitha and B. Bhaskar 109. Weather Image Classification Using Ensemble Deep Learning Model M Chilakarao, N Deshai, Saibaba Velidi, K Lakshmipathi Raju, Tulasi Rajesh Jonnapalli and Ch Siva Subrahmanyam 110. Self-Attention-Based Classification of Satellite Images: Unlocking the Potential of Vision Transformers for Land Use Analysis J. Rajanikanth, R. Shiva Shankar, Ch. Ravi Swaroop, KVSSR Murthy and G. Mahesh 111. Study of Sparse Optimization for System Identification and Machine Learning Sowjanya N. V. N. and M. Palanivelan 112. Hybrid System Framework for AI Pipeline and AI Agent D. Ratna Giri, Chiranjeevi S. P. Rao Kandula, M. Srikanth, Sumitra Srinivas Kotipalli and Jmsv Ravi Kumar 113. An Novel Technique for Forecasting of Weather Interactive Predictive Using Hybrid Machine Learning Katta Trinadha Ravi Kumar, P. Suresh Varma and M. V. Rama Sundari