Ms. B. Padmaja is a faculty member in the Department of Computer Science, Institute of Aeronautical Engineering, Hyderabad, Telangana, India. She has received her B.Tech from North Eastern Regional Institute of Science and Technology (NERIST), Arunachal Pradesh, India in 2001. She completed her M.Tech from School of IT, JNTUH, Hyderabad, India. Currently she is pursuing her research in “Reality Mining: Smart Phone Based Human Behavior Analysis” from JNTUH, Hyderabad. She is a member of ISTE and CSI. She has more than 18 years of teaching experience and published 20 research papers in various International Journals and Conferences.
EDUCATION
B.Tech (CSE): North Eastern Regional Institute of Science and Technology
M.Tech (CS): School of IT, JNTUH, Hyderabad
Ph.D (CSE): Pursuing from JNTUH, Hyderabad
RESEARCH INTERESTS
Machine Learning, Computer Vision, Social Network Analysis, Reality Mining
694
Scholar Citations
13
Scholar h-index
14
Scholar i10-index
RECENT SCHOLAR PUBLICATIONS
Hybrid quantum classical framework for electroencephalogram driven neurological processing in epileptic seizure taxonomy B Padmaja, B Maram, AKA Raheem, S Khan, I Basheti, KS Abass, ... Scientific Reports , 2026 2026 Citations: 2
Blockchain data with Ransomware detection based on deep feed forward Maxout network V Srinadh, B Padmaja, DR Chigurukota, MR Karreddula, B Maram, S Das Engineering Applications of Artificial Intelligence 150, 110538 , 2025 2025 Citations: 3
Early Detection of Alzheimer’s Disease and Brain Tumor Using EfficientNetB3 Algorithm KD Peri, B Padmaja, YR Reddy International Conference on Machine Learning, IoT and Big Data, 22-35 , 2025 2025
Harnessing deep learning algorithms for enhanced stock price predictability B Padmaja, EKR Patro, SSM Petla, T Vemulapalli Artificial Intelligence Technologies for Engineering Applications, 297-318 , 2025 2025
stock price predictability B Padmaja, EKR Patro, SSM Petla, T Vemulapalli Artificial Intelligence Technologies for Engineering Applications, 297 , 2025 2025
Brain-inspired cognitive architectures for artificial intelligence: Unlocking the potential of human-like intelligence B Padmaja, EKR Patro, GS Reddy, T Anjushree Artificial Intelligence Technologies for Engineering Applications, 283-296 , 2025 2025 Citations: 3
KGRecSys: Knowledge graph-based recommendation systems: A comprehensive overview B Padmaja, G Sucharitha, EKR Patro Artificial Intelligence Technologies for Engineering Applications, 261-282 , 2025 2025 Citations: 1
Vit-gpt2: Vision transformer based automatic image captioning C Srija, B Padmaja, Y Smrithi, M Karthikeya International Advanced Computing Conference, 20-32 , 2024 2024 Citations: 6
Exploring vision transformers and XGBoost as deep learning ensembles for transforming carcinoma recognition ASN Raju, K Venkatesh, B Padmaja, CHNS Kumar, PRM Patnala, ... Scientific Reports 14 (1), 30052 , 2024 2024 Citations: 11
GIEnsemformerCADx: A hybrid ensemble learning approach for enhanced gastrointestinal cancer recognition ASN Raju, K Venkatesh, B Padmaja, GS Reddy Multimedia Tools and Applications 83 (15), 46283-46323 , 2024 2024 Citations: 20
Augmented random search to reinforcement learning parameters B Kotaiah, B Padmaja, A Yadav AIP Conference Proceedings 2919 (1), 090005 , 2024 2024 Citations: 1
Enhancing Gesture-Controlled Virtual Mouse and Virtual Keyboard Using AI Techniques J Kotti, B Padmaja, D Deepa Journal of Mobile Multimedia 20 (2), 473-493 , 2024 2024 Citations: 5
Crowd abnormal behaviour detection using convolutional neural network and bidirectional LSTM B Padmaja, BJD Kalyani, V Chapala, S Solanki, A Kaipa AIP Conference Proceedings 3007 (1), 030003 , 2024 2024 Citations: 6
An intelligent auto-response short message service categorization model using semantic index B Padmaja, MM Bala, EKR Patro, AC Srikruthi, V Avinash, C Sudheshna International Journal of Electrical and Computer Engineering (IJECE) 14 (1 … , 2024 2024 Citations: 6
A Web Application-Based Mock Interview Using NLP Techniques B Padmaja, CS Kumar, V Preethi, BS Someswar, A Gantayat International Journal of Advanced Research in Education and Technology 11 (6 … , 2024 2024 Citations: 1
Analysis of Data's Privacy and Anonymity Aspects of Contact Tracing Apps via Smartphones-A Use Case of COVID-19 H Akkineni, MB Myneni, B Padmaja, A Ravuri, CHV Moorthy, R CMS Journal of Mobile Multimedia 19 (5), 1255-1276 , 2023 2023 Citations: 1
Exploration of issues, challenges and latest developments in autonomous cars B Padmaja, CHV Moorthy, N Venkateswarulu, MM Bala Journal of Big Data 10 (1), 61 , 2023 2023 Citations: 159
Chest X-ray image analysis for respiratory disease prediction using Grad-CAM B Padmaja, M Madhubala, M Nagaraju 2023 2nd Edition of IEEE Delhi Section Flagship Conference (DELCON), 1-7 , 2023 2023 Citations: 2
Intelligent automation using IoT and machine learning B Padmaja, T Anjusree, E Krishna Rao Patro, T Goswami, M Nagaraju 2023
RideNN‐OptDRN: heart disease detection using RideNN based feature fusion and optimized deep residual network S Merugula, B Padmaja, R Veerubommu Concurrency and Computation: Practice and Experience 34 (28), e7355 , 2022 2022 Citations: 9
MOST CITED SCHOLAR PUBLICATIONS
Exploration of issues, challenges and latest developments in autonomous cars B Padmaja, CHV Moorthy, N Venkateswarulu, MM Bala Journal of Big Data 10 (1), 61 , 2023 2023 Citations: 159
Machine Learning Approach for Stress Detection using Wireless Physical Activity Tracker KVNS B Padmaja, V V Rama Prasad International Journal of Machine Learning and Computing 8 (1), 33-38 , 2018 2018 Citations: 132
Early and Accurate Prediction of Heart Disease Using Machine Learning Model EKRP B Padmaja, Chintala Srinidhi, Kotha Sindhu, Kalali Vanaja, N M Deepika Turkish Journal of Computer and Mathematics Education 12 (6), 4516-4528 , 2021 2021 Citations: 45
A novel design of autonomous cars using IoT and visual features B Padmaja, PVN Rao, MM Bala, EKR Patro 2018 2nd International Conference on I-SMAC (IoT in Social, Mobile … , 2018 2018 Citations: 33
A Novel Random Split Point Procedure using Extremely Randomized Trees Ensemble Method for Human Activity Recognition KVNS B Padmaja, V V Rama Prasad EAI Endorsed Transactions on Pervasive Health and Technolog 6 (22), 1-10 , 2020 2020 Citations: 32
A comparison on visual prediction models for MAMO (multi activity‑multi object) recognition using deep learning EKRP B Padmaja, Myneni Madhu Bala Journal of Big Data, Springer 7 (24), 1-15 , 2020 2020 Citations: 29
Player performance analysis in sports: with fusion of machine learning and wearable technology PSHV Goud, YM Roopa, B Padmaja 2019 3rd International Conference on Computing Methodologies and … , 2019 2019 Citations: 29
Iot based Smart Door lock system G Sowmya, GD Jyothi, N Shirisha, K Navya, B Padmaja International Journal of Engineering & Technology 7 (3.6), 223-225 , 2018 2018 Citations: 27
GIEnsemformerCADx: A hybrid ensemble learning approach for enhanced gastrointestinal cancer recognition ASN Raju, K Venkatesh, B Padmaja, GS Reddy Multimedia Tools and Applications 83 (15), 46283-46323 , 2024 2024 Citations: 20
DetectStress: A Novel Stress Detection System Based on Smartphone and Wireless Physical Activity Tracker KVNS B Padmaja, V V Rama Prasad First International Conference On Artificial Intelligence & Cognitive … , 2018 2018 Citations: 20
TreeNet analysis of human stress behavior using socio-mobile data B Padmaja, VVR Prasad, KVN Sunitha Journal of Big Data 3 (1), 24 , 2016 2016 Citations: 20
Indian currency denomination recognition and fake currency identification B Padmaja, P Naga Shyam Bhargav, H Ganga Sagar, B Diwakar Nayak, ... Journal of Physics: Conference Series 2089 (1), 012008 , 2021 2021 Citations: 16
An Intelligent Assistive VR Tool for Elderly People with Mild Cognitive Impairment: VR Components and Applications BP Sai Ruchit Reddy Ginnavaram, Madhu Bala Myneni International Journal of Advanced Science and Technology 29 (4), 796-803 , 2020 2020 Citations: 13
Exploring vision transformers and XGBoost as deep learning ensembles for transforming carcinoma recognition ASN Raju, K Venkatesh, B Padmaja, CHNS Kumar, PRM Patnala, ... Scientific Reports 14 (1), 30052 , 2024 2024 Citations: 11
RideNN‐OptDRN: heart disease detection using RideNN based feature fusion and optimized deep residual network S Merugula, B Padmaja, R Veerubommu Concurrency and Computation: Practice and Experience 34 (28), e7355 , 2022 2022 Citations: 9
A novel approach for identification of forest fires using land surface temperature images B Lavanya, B Padmaja IOSR Journal of Computer Engineering 16 (5), 78-83 , 2014 2014 Citations: 9
Monitoring and Extracting Abnormalities in Land Surface Temperature Images for Automatic Identification of Forest Fires NPRGBB Padmaja 2013 European Modelling Symposium , 2013 2013 Citations: 9
Autonomous ground vehicle for agricultural applications R Shreyas, B Padmaja, HB Adithya, MP Sunil International Conference on Intelligent Data Communication Technologies and … , 2018 2018 Citations: 8
Vit-gpt2: Vision transformer based automatic image captioning C Srija, B Padmaja, Y Smrithi, M Karthikeya International Advanced Computing Conference, 20-32 , 2024 2024 Citations: 6
Crowd abnormal behaviour detection using convolutional neural network and bidirectional LSTM B Padmaja, BJD Kalyani, V Chapala, S Solanki, A Kaipa AIP Conference Proceedings 3007 (1), 030003 , 2024 2024 Citations: 6
