Prasanalakshmi Balaji

MEMBER

USERN-Cancer Immunology Project (CIP)

PROFESSIONAL SUMMARY

She is an academician, researcher, writer, and consultant, working at the College of Computer Science at King Khalid University, Saudi Arabia. She was a Postdoctoral Fellow in the Data Science Laboratory at the Industrial University of Ho Chi Minh City, Vietnam. She received a Ph. D. from Bharathiar University, India, in "Palm vein biometrics key generation" and a Master's of Computer Engineering with Distinction from Anna University, India, in Cryptography security. She has 18+ years of teaching and research experience in multiple institutions at King Saud University, Saudi Arabia(2009). She won the first position cash award for research and innovation from the Deanship of Quality Affairs at King Khalid University. KSA (2022), and she is a Fellow of HEA-UK and Sr.Member of IEEE.

RESEARCH

Research Fellow                                                                         
Center for Artificial Intelligence -KKU, Saudi Arabia.                         

Research Fellow                                                                         
Neuroscience Lab-Iran. 

Postdoctoral

Data Science Laboratory, Industrial University of Ho Chi Minh City, Vietnam.   

DOCTORAL

Research Scholar                                                                        

R&D-Bharathiar University, India.      

PRE-DOCTORAL

Master of Philosophy (Computer Science)                                    

Bharathidasan University, India.

Researcher                                                                                

King Saud University, Saudi Arabia.   

PATENT GRANT

PUBLICATIONS

1. B Prasanalakshmi, A Kannammal, “Secured Authentication of Space Specified Token with Biometric Traits – Face and Fingerprint”, International Journal of Computer Science and Network Security, Vol.9 No.7, PP-231 – 234, July 2009. (WoS)

2. Sharanya.V, B. Prasanalakshmi, “Energetic Energy Conservation using Bluetooth Communications”, International Journal of Control Theory and Applications, Volume.9, Issue.6, pp. 2745-2751, 2016 (SCOPUS).

3. B Prasanalakshmi, Ganesh Kumar Pugalendhi, “HECC based Patient Privacy Preserving Access Control Model”, International Journal of Computer Science and Network Security, Volume 19, Issue 3, pp:50-53, 2019 (WoS).

4. S Duraisamy, GK Pugalendhi, Prasanalakshmi B, “Reducing energy consumption of wireless sensor networks using rules and extreme learning machine algorithm”, The Journal of Engineering, DOI: 10.1049/joe.2018.5288 2019(9) (WoS).

5. Prasanalakshmi B, Farouk.A, “Classification and Prediction of Student Academic Performance in King Khalid University-A Machine Learning Approach”, Indian Journal of Science and Technology, Vol 12(14), DOI: 10.17485/ijst/2019/v12i14/142792, April 2019 (WoS).

6. Sathya D, Ganesh Kumar P, Prasanalakshmi B. “Enhancement of Data Security with Reduced Energy Consumption in WMSN”, Interciencia Journal, Vol 44. Issue 10, ISSN: 0378-1844, DOI: 10.6084/m9.figshare.10011380, October 2019. (WoS).

7. B. Prasanalakshmi, K. Murugan, Karthik Srinivasan, S. Shridevi, Shermin Shamsudheen & Yu-Chen Hu, "Improved authentication and computation of medical data transmission in the secure IoT using hyperelliptic curve cryptography "The Journal of Supercomputing, 26 May 2021.DOI:10.1007/s11227-021-03861-x (WoS).

8. Prasanalakshmi B, Salem Alelyani, Ayman Qahmash, Mohamed Mohana “Contributions of Machine Learning Models towards Student Academic Performance Prediction: A Systematic Review” MDPI - Applied Sciences, Section: Computing and Artificial Intelligence, 26 Oct 2021. DOI: 10.3390/app112110007. (WoS).

9. Sushovan Chaudhury; Nilesh Shelke; Kartik Sau; B. Prasanalakshmi; Mohammad Shabaz "A novel approach to classifying breast cancer histopathology biopsy images using Bilateral Knowledge Distillation and Label Smoothing Regularization" Hindawi-Computational and Mathematical Methods in Medicine". 20 Oct 2021. DOI:10.1155/2021/4019358. (WoS).

10. A.V.L.N.Sujitha, Guna Sekhar Sajja, V.Mahalakshmi, Shibili Nuhmani, B.Prasanalakshmi,  "Systematic review of smart health monitoring using deep learning and Artificial intelligence" 22 Nov 2021. DOI: 10.1016/j.neuri.2021.100028. (SCOPUS).

11. Prasanalakshmi Balaji and Kumarappan Chidambaram," Cancer Diagnosis of Microscopic Biopsy Images Using a Social Spider Optimisation-Tuned Neural Network", Diagnostics 2022, 12(1), 11; DOI:10.3390/diagnostics12010011. (WoS).

12. Deepshikha Bhargava, B. Prasanalakshmi, Thavavel Vaiyapuri , Hemaid Alsulami , Suhail H. Serbaya , and Abdul Wahab Rahmani ,"CUCKOO-ANN Based Novel Energy-Efficient Optimization Technique for IoT Sensor Node Modelling", Wireless communications and mobile computing, 2022. DOI: 10.1155/2022/8660245. (WoS).

13. Prasanalakshmi Balaji, Sri Revathi B, Praveetha Gobinathan, Shermin Shamsudeen, Thavavel Vaiyapuri, “Optimal IoT based improved deep learning model for medical image classification" Computers, Materials & Continua, 2022. DOI: 10.32604/cmc.2022.028560 (WoS).

14. Prasanalakshmi Balaji, “Generative Deep Belief Model for improved Medical Image Segmentation” Intelligent Automation & Soft Computing,2022. DOI: 10.32604/iasc.2023.026341 (WoS).

15. Thavavel Vaiyapuri, Prasanalakshmi Balaji, Shridevi. S, Haya Alaskar, and Zohra Sbai, "Computational Intelligence-Based Melanoma Detection and Classification Using Dermoscopic Images", 2022, DOI:10.1155/2022/2370190 (WoS).

16. Geetha Subbiah, Shridevi S Krishnakumar, Nitin Asthana, Prasanalakshmi Balaji, Thavavel Vaiyapuri "Quantum transfer learning for image classification" 2023. TELKOMNIKA (Telecommunication Computing Electronics and Control) - (SCOPUS).

17. Thilagam Ellappan, Mohankumar Ramar, Rithuvaren Manikrishnan, Silpa Gopinath Melepuram, Prasanalakshmi Balaji, Vinoth Kumar Sekar, Kumarappan Chidambaram "Protective effect of Ceiba pentandra (L) Gaertn on CCl4-induced oxidative stress and liver damage in rats". Pharmacological Research-Modern Chinese Medicine, (2022) Vol.5, pp.100196. DOI: 10.1016/j.prmcm.2022.100196. (SCOPUS).

18. Prasanalakshmi Balaji, Mousmi Ajay Chaurasia, Syeda Meraj Bilfaqih, Anandhavalli Muniasamy and Linda Elzubir Gasm Alsid "Hybridized Deep Learning Approach for Detecting Alzheimer’s Disease" Biomedicines 2023, DOI:10.3390/biomedicines11010149. (WoS).

19. R. Sriraman, R. Samidurai, V. C. Amritha, G. Rachakit, Prasanalakshmi Balaji "System decomposition-based stability criteria for Takagi-Sugeno fuzzy uncertain stochastic delayed neural networks in quaternion field" AIMS Mathematics. 2023, DOI: 10.3934/math.2023587 (WoS).

20. Saravana Balaji Balasubramanian, Prasanalakshmi Balaji, Asmaa Munshi, Wafa Almukadi, T. N. Prabhu, Venkatachalam K and Mohamed Abouhawwash "Machine learning based IoT system for secure traffic management and accident detection in smart cities" Peerj Computer Science. 2023. DOI 10.7717/peerj-cs.1259 (WoS).

21. R. Sriraman, P. Vignesh, V. C. Amritha, G. Rachakit, Prasanalakshmi Balaji "Direct quaternion method-based stability criteria for quaternion-valued Takagi-Sugeno fuzzy BAM delayed neural networks using quaternion-valued Wirtinger-based integral inequality" AIMS Mathematics. 2023, DOI: 10.3934/math.2023532. (WoS).

22. Prasanalakshmi Balaji, Bui Thanh Hung, Prasun Chakrabarti, Tulika Chakrabarti, Ahmed Elngar, Rajanikanth Aluvalu "A Novel Artificial Intelligence-Based Predictive Analytics Technique to Detect Skin Cancer" PeerJ Computer Science Journal 2023. DOI: 10.7717/peerj-cs.1387. (WoS).

23. Afaf Aldahish, Prasanalakshmi Balaji, Rajalakshimi Vasudevan, Geetha Kandasamy, Jainey P. James and Kousalya Prabahar, "Elucidating the Potential Inhibitor against Type 2 Diabetes Mellitus Associated Gene of GLUT4", Journal of Personal Medicine. 2023, 13(4), 660; DOI: 10.3390/jpm13040660. (WoS).

24. Prasanalakshmi Balaji, Rajanikanth Aluvalu, Kalpna Sagar "Residual attention network-based hybrid convolution network model for lung cancer detection". Intelligent Decision Technologies. pp.1-14 (2023). (WoS).

25. K Tamilselvan, V Visalakshi, Prasanalakshmi Balaji "Applications of picture fuzzy filters: performance evaluation of an employee using clustering algorithm". AIMS Mathematics, (2023) Vol.8 (9), pp.21069-21088. (WoS).

26. Prasanalakshmi Balaji, Vasanthi Muniasamy, Syeda Meraj Bilfaqih, Anandhavalli Muniasamy, Sridevi Tharanidharan, Devi Mani, Linda Elzubir Gasm Alsid "Chimp Optimization Algorithm Influenced Type-2 Intuitionistic Fuzzy C-Means Clustering-Based Breast Cancer Detection System". Cancers, (2023) Vol.15 (4), pp.1131. (WoS).

27. R Sriraman, Prasanalakshmi Balaji, R Veerasivaji "System decomposition method-based exponential stability of Clifford-valued BAM delayed neural networks" IEEE Access, (2023). DOI: 10.1109/ACCESS.2023.3295420. (WoS).

28. Nuha Alruwais, Eatedal Alabdulkreem , Majdi Khalid,Noha Negm, Radwa Marzouk, Mesfer Al Duhayyim, Prasanalakshmi Balaji, M. Ilayaraja, Deepak Gupta, "Modified rat swarm optimization with deep learning model for robust recycling object detection and classification". Sustainable Energy Technologies and Assessments, (2023) DOI: 10.1016/j.seta.2023.103397. (WoS).

29. Anamika Singh, Rajesh Kumar Dhanaraj, Md. Akkas Ali, Prasanalakshmi Balaji, Meshal Alharbi, Transfer Fuzzy Learning enabled Streebog Cryptographic Substitution Permutation based zero trust security in IIOT “Alexandria Engineering Journal” (2023) 81, 449-459 (WoS).

30. Amjan Shaik, B. Aruna Devi, R. Baskaran, Satish Bojjawar, P. Vidyullatha & Prasanalakshmi Balaji, Recurrent neural network with emperor penguin-based Salp swarm (RNN- EPS2) algorithm for emoji based sentiment analysis "Multimedia Tools and Applications (2023)" DOI:10.1007/s11042-023-16808-6 (WoS).

31. Kussain Alshahrani, Mohammed Maray, Mohammed Aljebreen, Mofadal Alymani, Mohamed Ahmed Elfaki, Mesfer Al Duhayyim, Prasanalakshmi Balaji, Deepak Gupta, Energy aware routing with optimal deep learning-based anomaly detection in 6G-IoT networks “Sustainable Energy Technologies and Assessments” Volume 60, December 2023, DOI: 10.1016/j.seta.2023.103494 (WoS).

32. Arpit Bajgoti, Rishik Gupta, Prasanalakshmi Balaji, Rinky Dwivedi, Meena Siwach, and Deepak Gupta, Swin Anomaly: Real-Time Video Anomaly Detection using Video Swin Transformer and SORT. “IEEE Access” October 2023. DOI: 10.1109/ACCESS.2023.3321801 (WoS).

33. Muniasamy Anandhavalli, Alquhtani Salma Abdulaziz Saeed, Bilfaqih Syeda Meraja, Balaji Prasanalakshmi, and Karunakaran Gauthaman, Lung cancer histopathology image classification using transfer learning with convolution neural network model. “Technology and Health Care” pp. 1-12, 9 November 2023(WoS).

34. Rani kumari, Dinesh Kumar Sah, Korhan Cengiz, Nikola Ivković, Prasanalakshmi Balaji, Automatic graph construction and exploring different types of LSTMs for Asian Hindi languages for Medical review Sentiment Analysis "ACM Transactions on Asian and Low-Resource Language Information Processing" 11 October 2023, DOI:10.1145/3626196 (WoS).

35. Prasanalakshmi Balaji, K Srinivasan, R Mahaveerakannan, S Maurya, TR Kumar “Swarm-based support vector machine optimization for protein sequence-encoded prediction”, International Journal of Data Science and Analytics, 1-10, 2024. (WoS).

36. GS Nayak, PK Mallick, N Padhi, MR Mohanty, S Kumar, Prasanalakshmi Balaji “Brain image segmentation with fuzzy entropy clustering and PSO-GWO optimization techniques” Intelligent Decision Technologies, 1-18, 2024. (WoS).

37. FA Almarshad, Prasanalakshmi Balaji, L Syed, E Aljohani, SM Dharmarajlu, T Vaiyapuri, Nourah Ali AlAseem “An Efficient Optimal CapsNet Model-based Computer-Aided Diagnosis for Gastrointestinal Cancer Classification” IEEE Access 2024. DOI: 10.1109/ACCESS.2024.3442831(WoS).

38. Thavavel Vaiyapuri, Prasanalakshmi Balaji, S. Shridevi, Santhi Muttipoll Dharmarajlu, Nourah Ali AlAseem "An attention-based bidirectional long short-term memory based optimal deep learning technique for bone cancer detection and classifications" AIMS Mathematics, 2024, 9(6): 16704-16720. DOI: 10.3934/math.2024810 (WoS).

40. Prasanalakshmi Balaji, Omar Alqahtani, Sangita Babu, Mousmi Ajay Chaurasia, Shanmugapriya Prakasam “Integrating Transformer and Bidirectional Long Short-Term Memory for Intelligent Breast Cancer Detection from Histopathology Biopsy Images” CMES-Computer Modeling in Engineering & Sciences, Vol.141, No.1, pp. 443-458, 2024, DOI:10.32604/cmes.2024.053158 (WoS).

41. D. Keerthana, V. Visalakshi, Prasanalakshmi Balaji, O. Alqahtani and S. Babu, "Classification of Cipher Text by Clustering of S-Topological Rough Group," in IEEE Access, vol. 12, pp. 119302-119313, 2024, DOI: 10.1109/ACCESS.2024.3449416. (WoS).

42. D Banumathy, Angamuthu S, Prasanalakshmi Balaji, Ajay Chaurasia M. “Revolutionizing diabetic eye disease detection: retinal image analysis with cutting-edge deep learning techniques,” PeerJ Computer Science, 2024. DOI:10.7717/peerj-cs.2186 (WoS).

43. Prasanalakshmi Balaji, Korhan Cengiz, Sangita Babu, Omar Alqahtani, Sedat Akleylek, "Metaheuristic optimized complex-valued Dilated Recurrent Neural Network for attack detection in Internet of Vehicular Communications" in Peerj Computer Science. (WoS)