Faculty Publications

SCI/ESCI Journals

1. K Prasanna Lakshmi, “Conditional random field-recurrent neural network segmentation with optimized deep learning for brain tumour classification using magnetic resonance imaging” ,The imaging Science Journal, Vol.71, 1-22, https://doi.org/10.1080/13682199.2023.2178611, (March 2023) --->Download Here

2. Ch Vidyadhari, ”Block chain-Integrated Advanced Persistent Threat Detection Using Optimized Deep Learning-Enabled Feature Fusion” Journal of Uncertain Systems(December 2022)--->Download Here

3. Ch Vidyadhari, “Deep Joint Segmentation-based Lung Segmentation and Hybrid Optimization-Enabled Deep Learning for Lung Nodule Classification,Vol.36,1-29,(October 22)--->Download Here

4. N.Rajasekhar, “Plant disease classification using deep bilinear CNN”, Intelligent Automation and Soft Computing ,Vol.31,161–176(August-22)---->Download Here

SCOPUS

5. Prasanthi Gottumukkala, Ravikiran K, “A Study and Analysis on Pedestrian Detection and Tracking Through Rear-View Images”,Ingenierie des Systemesd'Information , Vol.28,23-30,(March-2023)--->Download Here

6. K Prasanna Lakshmi,”Text-Based Emotion Analysis Using Machine Learning And Pretrained Contextual Embedding Model”,Jounal of Optoelectonics laser,Vol.41,639-658,(Dec-2022)---->Download Here

7. K Prasanna Lakshmi,”Emotion Classification of Facial Images Using Machine Learning Models”,NeuroQuantology (Nov-2022)----->Download Here

8. Ravikiran K,“A Detailed study on Applications of IoT in Higher Education System”NeuroQuantology (Nov-2022)----->Download Here

9. Prasanthi Gottumukkala, ”Fake Currency Detection System Using CNN-VG16” Journal of Optoelectronics Laser,Vol.41,436-450, DOI: 10.5281/zenodo.7119088 (Oct-2022)---->Download Here

10.K. Prasanna Lakshmi, “Language Recognition from Speech Using Machine Learning And Audio Translation”, Neuroquantology , Vol.20,6524-6533, DOI: 10.14704/NQ.2022.20.11.NQ66650 (Sep-2022)---->Download Here

11.N V Ganapathi Raju, “Method for identification of 10 SSR markers from monkey genomes and its Statistical inference with One & Two-way ANOVA”,Methods X,1-14,(Aug-2022)---->Download Here

UGC

12.Y Sri Lalitha,"Hate Speech Detection in Social Media”,industrial Engineering Journal ,Vol.51,71-78(Dec-2022)---->Download Here

13.Y Sri Lalitha,”Detection Of Covid 19 Using Convolutional Neural Networks From A Chest X-Ray Picture” JuniKhyat,Vol.12,144-149 (Dec-2022)---->Download Here

14.K Prasanna Lakshmi, ”Emotion Recognition from Facial Expressions Using Artificial Intelligence” Dogo Rang Sang Research Journal 1052-1063 (Dec-2022)---->Download Here

15.K Swapnika,K Archana, K.Swanthana, K Prasanna Lakshmi, “Fetal health prediction using cardiotocographic data” DogoRangsang Research Journal 1040-1051 (Dec-2022)---->Download Here

16.Y Sri Lalitha, “A study of deep learning models used for text classification” Gis science journal 2236-2245 (Dec-2022)---->Download Here

17. N V Ganapathi Raju,”Solar Energy Prophecy” Gis Science Journal (Dec-2022)---->Download Here

18.Y JeevanNagendra Kumar,”Automated Attendance Marking System Using Face Re cognition” Gis Science Journal (Dec-2022)---->Download Here

19.Y JeevanNagendra Kumar, “Using Deep Learning to Predict Plant Growth and Yield in Green House Environment” International Journal of Research and Analytical Reviews IJRAR (Dec-2022)---->Download Here

20.G Vijendar Reddy, ”Crop Yield And Weather Prediction”DogoRangsang Research Journal (Nov-2022)---->Download Here

21.G.Vijendar Reddy, ”Secure Data Sharing in Cloud Computing Using Revocable Storage Identity Based Encryption” Dogo Rangsang Research Journal 19 (Nov-2022)---->Download Here

CONFERENCE PROCEEDINGS

22.N V Ganapathi Raju, ”Information Retrieval Based Solutions For Software Engineering Tasks Using C Codebases” 4th International Conference on Design and Manufacturing Aspects for Sustainable Energy,1-8, (June 2023) ---->Download Here

23.N V Ganapathi Raju,”Anomaly detection in solar modules with infrared imagery” 4th International Conference on Design and Manufacturing Aspects for Sustainable Energy,1-8(June 2023)---->Download Here

24.N V Ganapathi Raju, ”Pneumonia Detection using Deep learning” 4th International Conference on Design and Manufacturing Aspects for Sustainable Energy,1-6, (June 2023) ---->Download Here

25.Y.Srilalitha,N V Ganapathi Raju, “Conversational AI Chatbot for HealthCare” 4th International Conference on Design and Manufacturing Aspects for Sustainable Energy,1-12, (June 2023) ---->Download Here

26.SukanyaLedalla, “Racism Detection Using Deep Learning Techniques” 4th International Conference on Design and Manufacturing Aspects for Sustainable Energy,1-10 – (June- 2023)---->Download Here

27.SukanyaLedalla, “Effective Machine Learning Garbage Data Filtering Algorithm for SNS Big Data Processing” 4th International Conference on Design and Manufacturing Aspects for Sustainable Energy,1-9,(June- 2023)---->Download Here

28.G.Vijendarreddy, P.Gopala Krishna, Sukanya Ledalla, “Image-based Driver Alert System for Prevention of Fatigue-related Accidents” 4th International Conference on Design and Manufacturing Aspects for Sustainable Energy,1-9 – (June-2023---->Download Here

29.G.Vijendarreddy, P.Gopala Krishna,Sukanya Ledalla, “Density Based Smart Traffic Control System With Object Detection” 4th International Conference on Design and Manufacturing Aspects for Sustainable Energy,1-8, –(June 2023)---->Download Here

30.Sukanya Ledalla, ”Indian Sign Language Recognition Using Convolution Neural Network” 4th International Conference on Design and Manufacturing Aspects for Sustainable Energy, 1-5,– (June 2023) ---->Download Here

31.G.Vijendarreddy,” Alzheimer’s Disease Recognition Applying Non- Negative Matrix Factorization Characteristics from Brain Magnetic Resonance Images (MRI)” 4th International Conference on Design and Manufacturing Aspects for Sustainable Energy,1-10,(June-2023)---->Download Here

32.G.Vijendarreddy,”Electricity Consumption Prediction Using Machine Learning” 4th International Conference on Design and Manufacturing Aspects for Sustainable Energy, 1-9,– (June 2023)---->Download Here

33. G.Vijendarreddy, “IoT Based Gas Leakage detection System Using GPS” 4th International Conference on Design and Manufacturing Aspects for Sustainable Energy, 1-4,(June-2023)---->Download Here

34. G.Vijendarreddy, “A Comprehensive Survey on Face Quality Detection in a Video Frame”4th International Conference on Design and Manufacturing Aspects for Sustainable Energy,1-7, (June-2023)---->Download Here

35. G.Vijendarreddy, “An Ensemble Learning Approach For Task Failure Prediction In Cloud Data Centers” 4th International Conference on Design and Manufacturing Aspects for Sustainable Energy , 1-15,(June 2023)---->Download Here

36. Yerragudipadu Subbarayudu, G.Vijendarreddy, “An efficient novel approach to E-commerce retail price optimization through machine learning” 4th International Conference on Design and Manufacturing Aspects for Sustainable Energy, 1-10,– (June-2023)---->Download Here

37. Yerragudipadu Subbarayudu,G.Vijendarreddy, “An Efficient Novel Approach on Machine Learning Paradigms for Food Delivery Company through Demand Forecastıng in societal community” 4th International Conference on Design and Manufacturing Aspects for Sustainable Energy, 1-11,(June-2023)---->Download Here

38. Yerragudipadu Subbarayudu, “The Distributed Deep Learning Paradigms for Detection of Weeds from Crops in Indian Agricultural Farms” 4th International Conference on Design and Manufacturing Aspects for Sustainable Energy,1-13,(June-2023)---->Download Here

39.G.Vijendarreddy, “Gas Leakage Detection System Using IoT And cloud Technology: A Review” 4th International Conference on Design and Manufacturing Aspects for Sustainable Energy, 1-8,(June-2023)---->Download Here

40.G.Vijendarreddy,”Weapon Detection in Surveillance Videos Using YOLOV8 and PELSF-DCNN” 4th International Conference on Design and Manufacturing Aspects for Sustainable Energy, 1-18,(June-2023) ---->Download Here

41.Avvari Pavithra,” Air Quality Index Prediction” 4th International Conference on Design and Manufacturing Aspects for Sustainable Energy,1-9, – (June-2023)---->Download Here

42.Ravikiran K, "Easy agriculture: Crops’ disease detection, pesticide, fertilizer and crop recommendations” 4th International Conference on Design and Manufacturing Aspects for Sustainable Energy ,1-10, (June-2023) ---->Download Here

43.Y. Jeevan Nagendra Kumar, “Face Recognition and Raspberry Pi Powered Smart Door Unlocking System” 4th International Conference on Design and Manufacturing Aspects for Sustainable Energy,1-9, (June-2023)---->Download Here

44.K Sandeep,” Diabetic Neovascularization identification from fundus images retinopathy” 4th International Conference on Design and Manufacturing Aspects for Sustainable Energy,1-10,(June-2023)---->Download Here

45. K. Chidananda,” An efficient novel paradigm for object detection through web camera using deep learning (YOLOv5’s object detection model)” 4th International Conference on Design and Manufacturing Aspects for Sustainable Energy,1-17,(June-2023)---->Download Here

46.Y. JeevanNagendra Kumar, ”Predicting the Recurrence of Colorectal Cancel in Patients Using Ensemble Methods”12 IEEE International Conference on Communication Systems and Network Technologies (CSNT-2023),DOI: 10.1109/CSNT57126.2023.10134669 (April-2023)---->Download Here

47.Y. Sri Lalitha, Swasth, “An Inverse Cooking Recipe Generation from Food Images” International Conference on Soft Computing and Pattern Recognition (March 2023)---->Download Here

48.Y.JeevanNagendraKumar,“Utilizing Machine Learning Algorithms for Rainfall Analysis” International Conference on Smart Data Intelligence (ICSMDI)(March 2023)---->Download Here

49.Ravikiran K,” Hyperparameter Tuned Deep Learning Model for Healthcare Monitoring System in Big Data” International Conference on Intelligent Data Communication Technologies and Internet of Things (March 2023)---->Download Here

50.Y.JeevanNagendraKumar,Lavanya G,“Prediction of Liver Abnormality using Machine Learning” IEEE opju international technology conference on emerging technologies for sustainable development , doi: 10.1109/otcon56053.2023.10113966 (Feb-2023)---->Download Here

51.Y. Sri Lalitha, G. Vijendar Reddy, K.Swapnika, RoshiniAkunuri, “Analysis of Customer Reviews using Deep Neural Network” ICAITPR ,(Aug-2022) ---->Download Here

52.P. Bharathi, “A Review on Internet of things based cloud architecture and its application” ICMLBDA – (March-2022) ---->Download Here

Book Chapters

53. Ravi Kiran K, “Advanced Cyber Security” (Feb-2023)---->Download Here

54. N Rajasekhar, “Exploration Of Content Based Image Retrieval Methods”, Vol.317,1-8 (Aug-2022)---->Download Here

55.Y. Sri Lalitha, VaragiriShailaja, K.Swanthana, “Health Monitoring of Critical Care Patients Using Internet of Things” International Conference on Mobile Computing and Sustainable Informatics(ICMCSI 2022)729-741 (July-2022)---->Download Here

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