Dr Suguna R - Bannari Amman Institute of Technology

Experience Type	Organization	From	To	Total Experience
Engineering	Bannari Amman Institute of Technology, Sathyamangalam	07.11.2019
Engineering	Arunai College of Engineering	18.06.2012	08.08.2013	1 Year & 1 Month
Engineering	Bannari Amman Institute of Technology, Sathyamangalam	28.08.2006	18.05.2012	5 Year(s) & 8 Month(s)

Degree	Specialization	Institute	University	Year of Passing
Ph.D	Computer Applications	Anna University	Anna University, Chennai	2015

Suguna R, Kiruthiga Deepa S, T Kanimozhi, M Chandru, G Arun, Harshioni M, “Paddy Plant Disease Detection using Hybrid Deep Learning Algorithms”, DOI: 10.1109/ICECA63461.2024.10801067.

M S Arunkumar, R Gopinath, M Chandru, Suguna R, S Deepa, V Omprasath, “Fashion Recommendation System for E-Commerce using Deep Learning Algorithms”, 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), Kamand, India, 2024, pp. 1-7, doi: 10.1109/ICCCNT61001.2024.10724655.

Kanimozhi T, Rajeswari V, Suguna R, Nirmaladevi J, Prema P, Janani B, Gomathi R, “Rwho: A Hybrid of CNN Architecture and Optimization Algorithm to Predict Basal Cell Carcinoma Skin Cancer in Dermoscopic Images”, the Scientific Temper, 15(02), 2138–2142. Https://Doi.Org/10.58414/Scientifictemper.2024.15.2.25, 2024.

Duraivelu V, Deepa S, Suguna R, Arunkumar M.S, Sathishkumar P, Aswinraj S, “Artificial Intelligence Mechanism to Predict the Effect of Bone Mineral Densıty in Endocrıne Diseases—A Review”, In: Ranganathan G, Papakostas G.A, Rocha Á. (EDS) Inventive Communication and Computational Technologies. ICICCT 2023. Lecture Notes in Networks and Systems, Vol 757. Springer, Singapore. Https://Doi.Org/10.1007/978-981-99-5166-6_5, 2023.

Deepa S, Praveenkumar G D, Suguna R, Vivek Duraivelu, C Jamunadevi, S G Sundhar, “Covdnet: A Hybrid Multi – Level Densely Connected Neural Network for Improvised Analysis and Classification of Covid-19 Using Chest CT-Scans,” 2023 7th International Conference on Electronics, Communication and Aerospace Technology (ICECA), Pages. 1595-1604, Doi: 10.1109/Iceca58529.2023.10394895, 2023.

Deepa S, Sathishkumar P, Duraivelu Vivek, Suguna R, Arunkumar M S, Myleshan M B, “An Ensemble Model to Predict Network Traffic Prediction Model Using RB Multicast Protocol”, IEEE Conference Proceedings (IEEE Conf Proc), Volume：2023 Issue：Iceca Page：1609-1616 Publication Year 2023.

S Deepa, G D Praveenkumar, V Duraivelu, R Suguna, P Sathishkumar, N B Priyananthan, “Hand Written Digit Recognition Using Multilayer Deep Convolutional Neural Network,” 2023 Third International Conference on Smart Technologies, Communication and Robotics (Stcr), Pages. 1-5, Doi: 10.1109/Stcr59085.2023.10396910, 2023.

Suguna R, N Deepa, R Naresh, A Anitha, C N S Vinoth Kumar, “A Novel Svma and K NN Classifer Based Optical ML Technique for Seizure Detection”, Optical and Quantum Electronics, Vol. No.1083 (2023), Issue No.55, 2023

Suguna R, Vinoth Kumar C N S, S Deepa, Arunkumar M S, “Apple and Tomato Leaves Disease Detection Using Emperor Penguins Optimizer Based CNN,” 2023 9th International Conference on Advanced Computing and Communication Systems (ICACCS), Pages. 1803-1808, Doi: 10.1109/Icaccs57279.2023.10112941, 2023.

Suguna R, Sathishkumar P, Deepa S, ”Exclusive Item Recommendation to the Online Shopping Customers Based on Category Using Clickstream and UID Matrix”, Springer Lecture Notes on Data Engineering and Communications Technologies”, Vol 141, Pages 177 – 190, 2023, Doi: 10.1007/978-981-19-3035-5_14, 2023.

Arunkumar M S, Sathishkumar P, Suguna R, Deepa S, “An Internet of Things Based Waste Management System Using Hybrid Machine Learning Technique”, IEEE Explore – ICECA Proceedings, Pages 438 – 443, Doi: 10.1109/.2022.10009242, 2022.

Sathishkumar P, Suguna R, Deepa S, Arunkumar M S, “A Framework for Measuring Emotional Responses of Individuals in Social Media by Using Big Data Approach”, IEEE Explore Proceedings of the 13th International Conference on Advances in Computing, Control and Telecommunication Technologies, Act, Vol.No. 8, Pp. 749-754, 2022.

Barath Kumar B, Vinoth Kumar C N S, Suguna R, Vasim Babu M, Madhusudhan Reddy M, “An Implementation Perspective on Electronic Invoice Presentment and Payments”, Springer Lecture Notes in Networks and Systems, Vol.No. 514, Pages.664 – 671, Doi:10.1007/978-3-031-12413-6_52, 2022.

Divya P, Rajan D P, Suguna R, Velliangiri S, “Machine Learning Techniques for Prediction and Analysis of Benign and Malignant in Breast Cancer”, IEEE Explore Proceedings 2022 International Conference on Computer Communication and Informatics, Doi:10.1109/Iccci54379.2022.9740814, 2022.

Suguna R, Sathishkumar P, Deepa S, “User Location and Collaborative Based Recommender System Using Naive Bayes Classifier and Uir Matrix”, IEEE Explore Proceedings of the 4th International Conference on Electronics, Communication and Aerospace Technology, Doi:10.1109/Iceca49313.2020.9297589, 2020.

Manimekalai S, Suguna R, Arulselvarani S, “An Intelligent Automatic Multi – Disease Prediction Techniques Using Data Mining Algorithms and Big Data”, International Journal of Computer Sciences and Engineering, Vol-6 (10), Pages – 684-690, Doi:10.26438/Ijcse/V6i10.684690, 2018.

Manimekalai S, Suguna R, “An Enhanced Classification Algorithm for Breast Cancer Density Using Feature Extraction and Segmentation Techniques”, International Journal of Advance Research in Science and Engineering, Vol 6, No 10, Pages. 406-416, Corpus Id: 212492613, 2017.

Suguna R, “An Enhanced Web Page Recommendation Technique Using QTFP Growth Algorithm and Kth Markov Model”, International Journal of Control Theory and Applications (IJCTA), Vol.9, Issue No.40, Pages.77-85, 2016.

Suguna R, Sharmila D, “A Technique for Web Page Recommendation Using Markov Model Associated With Quality and Time Based FP Mining”, Journal of Theoretical and Applied Information Technology, Vol.No.56(3), Pages.373-381, 2013.

Suguna R, Sharmila D, “Clustering Web Log Files – A Survey”, International Journal of Engineering Research and Technology (IJERT), Vol. 2, No. 4, 2013.

Suguna R, Sharmila D, “An Efficient Web Recommendation System Using Collaborative Filtering and Pattern Discovery Algorithms”, International Journal of Computer Applications (IJCA), Vol. 17, No. 33, 2013.

Suguna R, Sharmila D, “User Interest Level Based Preprocessing Algorithms Using Web Usage Mining”, International Journal of Computer Science and Engineering (IJCSE), Vol. 5, No. 9, Pages. 815-822, 2013.

Suguna R, Sharmila D, “Enhanced Cboids Algorithm for Web Logs Clustering”, International Journal of Engineering Trends and Technology (IJETT), Vol. 6, No, 4, Pages. 189-197, 2013.

Suguna R, Sharmila D,”An Overview of Web Usage Mining”, International Journal of Computer Applications (IJCA), Vol. 39, No. 13, Pages.11-13, 2012.

Suguna R, Deepa S, Praveenkumar G D, Vivek Duraivelu, “Covdnet:A Hybrid Multilevel Densely Connected Neural Network for Improvised Analysis and Classification of Covid 19 Using Chest CT Scan”, 7th International Conference on “Electronics, Communication and Aerospace Technology”, Rvs Technical College, Coimbatore,2023.

Suguna R, Sathishkumar P,Ms S Deepa, Dr M S Arunkumar, “Apple and Tomata Leave Disease Prediction using Emperor Penguin Optimization Based CNN”, International Conference on “Artificial Intelligence and Block Chain (ICAIBC 2023)”, BIT, 2023.

Suguna R, Sathishkumar P, “Exclusive Item Recommendation To The Online Shopping Customers Based on Category using Clickstream and Uid Matrix”, 5th International Conference on “Computer Networks and Inventive Communication Technology”, RVS Technical Campus, Coimbatore, 2022.

Suguna R, “An Implementation Purpose on Electronic Presentment and Payment”, 3rd International Conference on “Image Processing and Capsule Networks”, BIT, 2022.

Suguna R, Sathishkumar P, S Deepa,“Prediction of Lung Disease using Deep Learning Algorithms”, International Virtual Conference on “Recent Trends on Artificial Intelligence In Industry”, Loyola College of Technology, 2021.

Suguna R, Sathishkumar P, S Deepa,“A Framework For Measuring Emotional Responses of Individuals In Social Media By using Big Data Approach”, Aicte Sponsored International Conference on “Emerging Trends In Communication and Networkin”, Kongunadu College of Engineering and Technology, 2021.

Suguna R, Sathishkumar P, “An Improved Methodology For The Future Prediction of Lung Disease using Convolution Neural Network and Inception Neural Network Models”, International Virtual Conference on “Mathematics and Computational Models” BIT, 2021.

S.No.	Title	Date	Reg.No.	Status	Level	Funding
1	AI BASED SECONDARY EDUCATION STUDENTS MENTAL HEALTH TRACKING AND SUPPORT SYSTEM	16.10.2023	108022	Filed	National	Self
2	R-CNN BASED WILD ANIMALS CONSERVATION	25.12.2022	202244075305	Published	International	Self
3	ANDROID BASED QUIZ APPLICATION	14.10.2022	202244053681	Published	National	Self
4	EARLY PLANT LEAVES DISEASE PREDICTION SYSTEM USING DEEP LEARNING	25.08.2022	202241048409	Filed	National	Self
5	A SYSTEM AND METHODS FOR PROVIDING SECURITY AND SAFETY OF KIDS USING ARTIFICIAL INTELLIGENCE	12.04.2022	202241020116	Published	National	Self
6	SMART HELMET DETECTOR	12.04.2022	202241021733	Filed	National	Self
7	A SYSTEM AND METHODS FOR PROVIDING SECURITY AND SAFETY OF KIDS USING ARTIFICIAL INTELLIGENCE	04.04.2022	202241020116	Filed	National	Self