REST Journal on Data Analytics and Artificial Intelligence, ISSN No: 2583-5564
Volume 4 Issue 1 March 2025
Contents
1. Integrating Fuzzy Logic Systems with Deep Learning Applications Using SPSS Page No: 1-13 Author: Sija Krishnan DOI: https://doi.org/10.46632/jdaai/4/1/1 2. Optimization Techniques Strategies for Enhanced Performance Using WSM Method Page No: 14-22 Author: Sudheer kumar sharma, Jyoti Kumari DOI: https://doi.org/10.46632/jdaai/4/1/2 3. Reinforcement Learning for Autonomous Driving Page No: 23-29 Author: A. Manikanta, B. Harsha vardhan, P. Suchith, K. Basava Raju DOI: https://doi.org/10.46632/jdaai/4/1/3 4. Dynamic Student Group and Faculty Assignment Platform Page No: 30-37 Author: Dhruv Lunawath, Samitha Reddy Yella, Singireddy Ashritha Reddy, Pardeep Kumar DOI: https://doi.org/10.46632/jdaai/4/1/4 5. Material Classification for Efficient Recycling Page No: 38-53 Authors: P S Abhishek, O Prakyath Rao, B Leorah, Abdul Ahad DOI: https://doi.org/10.46632/jdaai/4/1/5 6. Patient Satisfaction and Nursing Care An SPSS-Based Study Page No: 54-64 Authors: Tamil Selvi Moses DOI: https://doi.org/10.46632/jdaai/4/1/6 7. Liver Disease Prediction Using Machine Learning Page No: 65-70 Authors: S.V.Nihitha Vagdevi, T.Likhith, G.Ajay, L.Sridhara Rao DOI: https://doi.org/10.46632/jdaai/4/1/7 8. Web-Based Geographic Information System for Analyzing and Visualization Metropolitan Crime Data Page No: 71-78 Authors: Sneha Satya Vardhan Tiruveedula, Yashwanth Kosuri, Vathsalya Taduru, M. Trupthi DOI: https://doi.org/10.46632/jdaai/4/1/8 9. Design of Computer Assisted Model (CAM) for Visually Impaired Persons Using Machine Learning Page No: 79-91 Authors:Pulapa Deekshitha, Kodakandla Varshini, Gavini Kavya, Manoranjan Dash DOI: https://doi.org/10.46632/jdaai/4/1/9 10. Image Super Resolution using Generative Adverbial Networks Page No: 92-99 Authors: Chinthapandu Varun Raju, Billa prashanth, Ponnala Panvith Reddy, Majeti Srinadh Swami DOI: https://doi.org/10.46632/jdaai/4/1/10 11. BCI Game using EEG-based Emotion Recognition Page No: 100-106 Authors: Krushna Jashwanth Sai R, Santhosh Machaneru, Sai Nikhil Kesa, Sravanth Kumar DOI: https://doi.org/10.46632/jdaai/4/1/11 12. Intrusion Detection and Identification System Page No: 107-114 Authors: Ramya Dharla, Akshay Palavadi, Harshitha Konka, M Madhavi DOI: https://doi.org/10.46632/jdaai/4/1/12 13. Campus Venue Booking System Page No: 115-124 Authors: Rangisetty Ajith, Alluri Sathvika, Nagulapally Srija, P Archana DOI: https://doi.org/10.46632/jdaai/4/1/13 14. Distinguishing Human Written and LLM’s Generated Text Page No: 125-130 Authors: Kacham Siddhartha, Bodupalli Aditya, Dusari Amuktha Malyadha, G. Victor Daniel DOI: https://doi.org/10.46632/jdaai/4/1/14 15. Train Accident Avoidance Using Piezo Sensors Page No: 131-137 Authors: Kanakari Akshay, Mendu Ashwitha, Y. Sanjay Goud, Nallamothu Raghu DOI: https://doi.org/10.46632/jdaai/4/1/15 16. Enhanced Multi-Class Classification of Alzheimer’s Disease using Ensemble Method on MRI Images Page No: 138-150 Authors: Hasritha Reddy Jangaon, Preethika Gollapally, Sridhar Reddy Gogu DOI: https://doi.org/10.46632/jdaai/4/1/16 17. Heart Disease Prediction Using Machine Learning Page No: 151-159 Authors: John Christu Raj Goli, Keerthana Somasani, Srikar Payyaula, Shilpa Shesham DOI: https://doi.org/10.46632/jdaai/4/1/17 18. Smart Travel Planning and Recommendation System Page No: 160-167 Authors: Mattaparthi Shanmukha karthik, Shanala Shiva Charan reddy, Maddela kanil kumar, Manoranjan Dash DOI: https://doi.org/10.46632/jdaai/4/1/18 19. Explainable Deep Learning Model for Reliable Skin Cancer Diagnosis Page No: 168-174 Authors: C. Yuvasree, M.Sai Teja, K.Prudhvi, S.Sarala DOI: https://doi.org/10.46632/jdaai/4/1/19 20. Item-based Collaborative Filtering Music Recommendation System using Machine Learning Page No: 175-179 Authors: Rohan Prasen Kedari, Prakash Korna, Sukumar Dunna, M. Hari Prasad DOI: https://doi.org/10.46632/jdaai/4/1/20 21. Smart Waste Classification Using Deep Learning Techniques Page No: 180-186 Authors: Venkat Pramod Nunna, Murukonda Bharath Reddy, Katakam Akshitha, T Neetha Reddy DOI: https://doi.org/10.46632/jdaai/4/1/21 22. Crop Recommendation System using Machine Learning Page No: 187-191 Authors: Surya Krishna Chaitanya Dangety, Sujith Vuyyala, Rupendhar Reddy Devarampally, Chandram Kurella DOI: https://doi.org/10.46632/jdaai/4/1/22 23. Toxic Plant Classification Using Convolutional Neural Networks Page No: 192-200 Authors: Muskaan Marwa, P. Aman Reddy, M. Nithish Reddy, M. Satyanarayana Reddy DOI: https://doi.org/10.46632/jdaai/4/1/23 24. Food Feedback AI Driven Review Insights Page No: 201-210 Authors: E. Aishwarya, G. Varshith, T. SiddiRam Reddy, B. Madhuri DOI: https://doi.org/10.46632/jdaai/4/1/24 25. Image Classification Using Tensorflow Page No: 211-219 Authors: Yerrabothu Abhinandana, Thodupunoori Krupa Varshini, Gottam Rohith Reddy, Srilatha Puli DOI: https://doi.org/10.46632/jdaai/4/1/25 26. Enhancing Opioid Treatment Using NLP from Clinical Notes Page No: 220-231 Authors: Kalva Indraneel, Mothe Manoj Reddy, Varkala Pranavi Goud, A. Rambabu Atmakuri DOI: https://doi.org/10.46632/jdaai/4/1/26 27. Detection of Diabetes Using Machine Learning Algorithms Page No: 232-240 Authors: Ananthula Sanjana, Mylapuram Saianish, Thadishetty Harikethan, M. Nagaraju DOI: https://doi.org/10.46632/jdaai/4/1/27 28. Real Time Sign Language Translation for the Deaf and Mute Using Deep Learning Techniques Page No: 241-249 Authors: K. Sarayu Reddy, Rajeshwari.ch, R. Taruna Sri Swetha, A. Mallikarjuna Reddy DOI: https://doi.org/10.46632/jdaai/4/1/28 29. Integrating Artificial Neural Networks with MOORA Method for Construction Material Selection Page No: 250-258 Authors: Tripuresh Mishra DOI: https://doi.org/10.46632/jdaai/4/1/29 30. Impact of Artificial Intelligence and Robotics on Human Resource Management A Systematic Review Page No: 259-269 Authors: Mohammed Quadir Mohiuddin DOI: https://doi.org/10.46632/jdaai/4/1/30 31. Understanding the Causes and Impact of Pollution: A Comprehensive Analysis and Community Perceptions Page No: 270-277 Author: Sunitha V DOI: https://doi.org/10.46632/jdaai/4/1/31 32. A Comparative Analysis of Nursing Practice Models Using the VIKOR Method Page No: 278-286 Author: Sona P S DOI: https://doi.org/10.46632/jdaai/4/1/32 33. Global Strategies for Maternal and Child Health The Impact of Health Visitors, Nurses, and Community Support on Improving Child Well Being Using the VIKOR Method Page No: 287-294 Author: Pooja K DOI: https://doi.org/10.46632/jdaai/4/1/33 34. SPSS For Disaster Prediction: A Machine Learning and Statistical Perspective Page No: 295-307 Author: Jomon Jose, Jisha T DOI: https://doi.org/10.46632/jdaai/4/1/34 35. Assessment of patient satisfaction utilizing Public Health-Care Services at district hospitals of Kashmir Valley An explorative study Page No: 308-321 Author: D. Kirandeep, S. Jyoti, D.Uma J, K.Vinay, K. Simarjeet, P. Asmat DOI: https://doi.org/10.46632/jdaai/4/1/35 36. Bridging the Gaps an Analytical Study of availability and Utilization Patterns in Healthcare Service across Major Three District Hospitals General, Bandipora, and Pulwama in Jammu & Kashmir Page No: 322-329 Author: D Kirandeep, S Jyoti, D Uma J, K Vinay, K Simarjeet, P Asmat DOI: https://doi.org/10.46632/jdaai/4/1/36 37. A Study On AI And Machin Learning For Sustainable Operation Page No: 330-333 Author: G. Bhuvana, T.Vidhya, B. Samundeeswari DOI: https://doi.org/10.46632/jdaai/4/1/37 38. Optimizing Healthcare Delivery A Systematic Evaluation of Nursing Care Approaches Through TOPSIS Methodology Page No: 334-343 Author: Sharish Khan DOI: https://doi.org/10.46632/jdaai/4/1/38 39. Integration of Grab Methods with Artificial Neural Networks for Enhanced Decision-Making Systems Page No: 344-351 Author: Ranjan kumar Mishra, Jayant kumar, Safat Alam DOI: https://doi.org/10.46632/jdaai/4/1/39 40. Deep EEG Classifier CNN-LSTM Approach for Mental State Recognition Page No: 352-359 Author: K Varshitha Reddy, Sai Teja Dharavath, Nerella Koushik, R Sravanth Kumar DOI: https://doi.org/10.46632/jdaai/4/1/40 41. Heart Stroke Prediction Using Machine Learning Page No: 360-365 Author: R Parnitha, B Charmika, Y Sai Charan, Abdul Ahad DOI: https://doi.org/10.46632/jdaai/4/1/41 42. Malware Detection in Android Using Machine Learning Page No: 366-375 Author: Manoranjan Dash, Vismaya Reddy B, Srikanth V, Venkata Naga Karthik A DOI: https://doi.org/10.46632/jdaai/4/1/42 43. Explainable AI For Comprehensive Disease Detection Page No: 376-380 Author: G. Sai Bhargavi, J. Neha Shruthi, Ch. Harshith, Shilpa Shesham DOI: https://doi.org/10.46632/jdaai/4/1/43 44. I Done(Intelligent Drone) Page No: 381-385 Author: A Krishna Vamshi, K Jaya Krishna, K Sai Varun, K Akhil Reddy, A Mallikarjun Reddy DOI: https://doi.org/10.46632/jdaai/4/1/44 45. Maximized Profits Through Price Optimization Page No: 386-392 Author: Pardeep Kumar, K. Sai Teja, S. Ashritha, Pranav Reddy DOI: https://doi.org/10.46632/jdaai/4/1/45 46. Predicting Gestational Diabetes Using GNN A GraphTheoretic Perspective on Patient Data Page No: 393-397 Author: M S Adityan, Akshith Reddy, Abdul Ansari, Victor Daniel DOI: https://doi.org/10.46632/jdaai/4/1/46 47. Predictive Modeling for Liver Disease Diagnosis Using Machine Learning Techniques Page No: 398-403 Author: P. Saipriya, P. Gayathri, P. SaiSohan, Sarala DOI: https://doi.org/10.46632/jdaai/4/1/47 48. Autism Spectrum Disorder Prediction Model using Machine Learning Page No: 404-413 Author: K. S. Abhinaya, D Anjan Raj, T Pranav Balaji, T. Bala Krishna DOI: https://doi.org/10.46632/jdaai/4/1/48 49. Medical Diagnosis System Pneumonia detection using convolutional neural networks Page No: 414-421 Author: S Rajeshwar, A Raja sravan kumar, A Manikanta, P Srujana DOI: https://doi.org/10.46632/jdaai/4/1/49 50. Malware Detection in PDF Files Using Machine Learning Page No: 422-430 Author: M Madhavi, R. Lokesh Chandra, Syed Khaja Irfan, P. Sujith Reddy DOI: https://doi.org/10.46632/jdaai/4/1/50 51. Chronic Kindey Disease Prediction Using Machine Learning Page No: 431-437 Author: K Harshitha, M Sai Surya, Shashidar, T Neetha DOI: https://doi.org/10.46632/jdaai/4/1/51 52. Leveraging Deep Learning for Traffic Management using Existing System Page No: 438-448 Author: Tanish Vardhineni, Yashwanth Reddy, T Arun Kumar, Ravi Kumar DOI: https://doi.org/10.46632/jdaai/4/1/52 53. Prediction for Parkinson's Disease using Machine Learning through Voice Page No: 449-455 Author: G Sridhar Reddy, G Sai Madhav, R Deekshitha Rao, T Sathwik Reddy DOI: https://doi.org/10.46632/jdaai/4/1/53 54. Brain–computer interfaces for communication and control-EEG Wheelchair Development Page No: 456-468 Author: R. Sravanth Kumar, M Siri, P Abhishek, P. Ruthik DOI: https://doi.org/10.46632/jdaai/4/1/54 55. Poster Generation Using Stable Diffusion 3 and Autoencoders Page No: 469-473 Author: G. Victor Daniel, Y Vinod, K Ruchitha DOI: https://doi.org/10.46632/jdaai/4/1/55 56. Smart Attendance System Page No: 474-480 Author: B Vardhan Kumar, A Goutham Sai, K Sri Ankith DOI: https://doi.org/10.46632/jdaai/4/1/56 57. Digital Image Forensics Advanced Techniques for Detecting Manipulation in the Era of Synthetic Media Page No: 481-489 Author: K Basava Raju, E Ajay, B Rohit Raj, P Arun Kumar DOI: https://doi.org/10.46632/jdaai/4/1/57 58. Agriculture food-tech and rural developement Page No: 490-494 Author: V. Bhanu Prakash, N. Deekshitha, L. Sahith, N. Raghu DOI: https://doi.org/10.46632/jdaai/4/1/58 59. Hand Gesture Recognition Page No: 495-504 Author: Archana, M Sahithi Reddy Gosika, Kavya Sree, D Karthik DOI: https://doi.org/10.46632/jdaai/4/1/59 60. Improving the quality of care in nursing homes Insights from qualitative and longitudinal research Page No: 505-514 Author: Gurpreet kaur DOI: https://doi.org/10.46632/jdaai/4/1/60 61. Sign Language Recognition for Deaf People Using Deep Learning Page No: 515-519 Author: Askam Datha Prasad, Bongarala Sowmya, Katukuri Vasu, Manoranjan Das DOI: https://doi.org/10.46632/jdaai/4/1/61 62. Predicting Parkinson’s Disease using Machine Learning Page No: 520-523 Author: Ch Lahari, V Leela Manikanta Gopal, N Pavan Kumar, B Kanaka Swamy DOI: https://doi.org/10.46632/jdaai/4/1/62 63. Predicting Heart Disease Risk with Machine Learning Integrating Family History and Medical Data Page No: 524-528 Author: Naga Mahesh, Likhitha, Shirith Shekar, P Archana DOI: https://doi.org/10.46632/jdaai/4/1/63 64. Real-Time Facial Recognition Based Student Attendance Management Page No: 529-533 Author: Shreya Gundoju, Rahul Goud, K. Sriram Preetham, Dr. Pardeep Kumar DOI: https://doi.org/10.46632/jdaai/4/1/64 65. Resume Parsing and Ranking System For LinkedIn using NLP Page No: 534-538 Author: B. Siva Sai Snehal, B. Balaji, T. Mani Chandhra, Shilpa Shesham DOI: https://doi.org/10.46632/jdaai/4/1/65 66. Implementation Of Customize Nutrition Recommendation System Using Machine Learning Model Page No: 539-543 Author: Abdul Ahad, Abdus Samad Khwaja, Ajay Kumar, Vineeth Naik DOI: https://doi.org/10.46632/jdaai/4/1/66 67. An Enhanced Content-Based Movie Recommendation System Using SVD and Cosine Similarity Page No: 544-549 Author: P Sahithi, T Vishwas, T Sai Kiran, G Sridhar Reddy DOI: https://doi.org/10.46632/jdaai/4/1/67 68. Enhancing Satellite Image with Enhanced Super Resolution GAN Page No: 550-555 Author: S Sarala, K. Sharath Chandhan, M. Anvesh Reddy, Ch. Yashwant DOI: https://doi.org/10.46632/jdaai/4/1/68 69. Media Pipe Based Virtual Fitness Assistance Page No: 556-560 Author: P. Karthik Rao S .Vaishnavi, S .Deepak Rana, M.Trupth DOI: https://doi.org/10.46632/jdaai/4/1/69 70. Design and Implementation of a Virtual Keyboard using Brain-Computer Interface Page No: 561-566 Author: Akshaya Jangiti, Tanmay. Karthikeya Alle, Eleti Pradham Reddy, R Sravanth Kumar DOI: https://doi.org/10.46632/jdaai/4/1/70 71. Telugu Transcription for YouTube Videos Using LLMS Page No: 567-571 Author: Gouramolla Varsha, Kattoju Prashanth, Veshala Madhav, Victor Daniel DOI: https://doi.org/10.46632/jdaai/4/1/71 72. Protecting Crops from Animals Using Yolo Page No: 572-578 Author: Keerthi Ram Kalyan, K. Harshith Reddy, M. Manideep Reddy, Ch. Padmini DOI: https://doi.org/10.46632/jdaai/4/1/72 73. AI-Based Classification Models for Phishing and Intrusion Detection Page No: 579-584 Author: Shilpa Shesham, N. Venkat Sai, Y. Ayyappa Reddy, T. Bhavana DOI: https://doi.org/10.46632/jdaai/4/1/73 74. Diabetic Retinopathy Detection and Severity Grading Using Deep Learning Page No: 585-591 Author: U. Vruddhi, E. Sarayu, A. Dhanush, T. Neetha DOI: https://doi.org/10.46632/jdaai/4/1/74 75. Fashion Recommendation System Using Deep Learning Page No: 592-599 Author: Ravulapally Manisha, Boyinapally Vijay Sagar, Dacharam Ganesh Reddy, S. Ravi kumar DOI: https://doi.org/10.46632/jdaai/4/1/75 76. Vehicle Counting and Classification from a traffic scene Page No: 600-604 Author: CH Sritha, M Risheeth, K Aarusha, N Raghu DOI: https://doi.org/10.46632/jdaai/4/1/76 77. Fine-Tuning CNN Models for Accurate Kidney Condition Classification from CT Scans Page No: 605-612 Author:K Basava Raju, B Venu Gopal, Shishir, S Sai Shiva DOI: https://doi.org/10.46632/jdaai/4/1/77 78. Identification of Cryptographic Algorithm Based On Given Cipher Text Page No:613-619 Author:A. Mallikarjuna, U Vanitha, G Mithon Yadav, G Nithin Reddy DOI: https://doi.org/10.46632/jdaai/4/1/78 79. Selection Criteria and Comparative Analysis of Commercially Available Electric Cars Using the MOORA Method Page No:620-630 Author: Vinod M S, Surender Kumar Shilla DOI: https://doi.org/10.46632/jdaai/4/1/79 80. Cross-Language Speech Synthesis using Transfer Learning Page No:631-635 Author: Muskar Monish, Meda Akhil, K. Uday, Vustela Pavani, S. Vijitha DOI: https://doi.org/10.46632/jdaai/4/1/80 81. Early Prediction of Chronic Kidney Disease Page No: 636-641 Author: Kalluru Venkata Sravya, Gunnala Abhinav Reddy, Bobbili Rajashekar, T Neetha Reddy DOI: https://doi.org/10.46632/jdaai/4/1/81 82. Development of AI ML-based Solution for Detection of Face-Swap Deep Fake Videos Page No: 642-648 Author: Bhavana Preethika Gannavarapu, Pavan Vishnu Sai Subhash Dodda, Yashpal Singh Raj Purohit, A. Mallikarjuna Reddy DOI: https://doi.org/10.46632/jdaai/4/1/82 83. Heart disease prediction using data mining Techniques Page No: , 649-653 Author: M. Harika, V. Venkat Naidu, M. Smidhan Rao, T. Balakrishna DOI: https://doi.org/10.46632/jdaai/4/1/83 84. AI Powered student assistance Chabot for department of Technical Education Page No: , 654-662 Author: Parisaboina Akshita Chandra Gowd, Vangapally Anjali Reddy, Patlolla Yogeashwar Reddy, Manoranjan Dash DOI: https://doi.org/10.46632/jdaai/4/1/84 85. Handwritten Character Recognition Using Machine Learning Page No: 663-668 Author: Rapolu Mahathi, Danturi Vaishnav Kumar Goud, Golamari Aswitha, Munkampally Laxmikanth Reddy, B.Kanakswamy DOI: https://doi.org/10.46632/jdaai/4/1/85 86. UPI Fraud Detection Page No: 669-676 Author: A. Vishnu Vardhan Reddy, M. Sai Teja, J. Aryan Shiv Yadav, A. Ram Babu DOI: https://doi.org/10.46632/jdaai/4/1/86 87. Smart Farming Crop Recommendations Fertilizer Advice and Diseases Detection Page No: 677-682 Author:P. Sai Kiran, B. Jashwanth, N. Shiva Prasad, K. Chandhram, Rajesh Myakala DOI: https://doi.org/10.46632/jdaai/4/1/87 88. Sentiment Analysis Page No: 683-689 Author: Shaik Ashraf, Satyam. Abhinav, Dyaga Vinay, Rajesh Myakala DOI: https://doi.org/10.46632/jdaai/4/1/88 89. Maize Leaf Disease Prediction Using Deep Learning Page No: 690-695 Author: Vunnam Revanth, Nalla Praveen Reddy, Polaki Mohan Prasad, N. Raghu DOI: https://doi.org/10.46632/jdaai/4/1/89 90. Towards More Human Machines Speech Emotion Recognition Using Mel-Spectrogram-Based Reconstruction Page No: 696-701 Author: T. Sai Teja Sri Sanjana, K. Shivani, R. Kanishka, M. Madhavi DOI: https://doi.org/10.46632/jdaai/4/1/90 91. Customer Churn Prediction Page No: 702-706 Author: A. Sanjay Bhargav, Venkat Suraj, Adhish, Shilpa Shesham DOI: https://doi.org/10.46632/jdaai/4/1/91 92. AI-Powered Voice Assistant for Web Automation and App Review Analysis Page No: 707-711 Author: Pradnesh Deshpande, Afisu Hrushikesh, Sai Krishna Gudipati, M. Srinadh Swamy DOI: https://doi.org/10.46632/jdaai/4/1/92 93. Prediction of Student Anxiety Page No: 712-716 Author:Manisha, Sairam, Deepthi, S. Rajeshwar DOI: https://doi.org/10.46632/jdaai/4/1/93