KEC Faculty Profile

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INDIAN RESEARCH INFORMATION NETWORK SYSTEM

Name

Department

Qualification

Area of Specialization

Date of Joining KEC

Experience in (Years)

Number of Papers Published

Number of Papers Presented

Dr. S.Poorani

Computer Technology-UG

MSc MPhil PhD SET

Machine Learning, Deep Learning

16-06-2008

Teaching:

Industry:

Others:

National Journals:

International Journals:

National Conferences:

International Conferences:

Number of Consultancy Projects

Number of Funded Programmes Organized

Contact Details

Journals Published (International)

S. Poorani., P. Gokilabrindha., "Automatic Detection of Pomegranate Fruits Using K-Means Algorithm", International Journal of Advance Research in Science and Engineering , Vol. 3, No.8, pp.198 -202, 2014
S.Poorani., P.Gokila Brindha., "An Overview of Data Mining Techniques in Asthma Prediction", International Journal of Multidisciplinary Research and Development,Vol.3, pp.52-55, 2016
S. Poorani, Dr. P. Balasubramanie, N. Sasipriyaa., " a Study on Hierarchical Clustering for Identifying Asthma Endotypes", Journal for Research, Vol.3, Issue. 5, pp.12-14, 2017
Dr. D. Vimal Kumar, N. Sumathi, S. Poorani, "Expansion of Networks(1G-5G).", International journal of Advanced Research in computer and Communication Engineering, Vol. 6, issue. 11, pp. 317-321,2017.
S. Poorani, P. Balasubramanie, D. Vimal Kumar, "Apriori Algorithm for Identifying the Association Rules between Clinical Traits of Asthma", International Journal of Pure and Applied Mathematics 118 (18) 4695-4706,2018.
S. Poorani, "Machine Vision System for on-Tree Fruit Detection", International Journal of Innovative Research in Applied Sciences and Engineering, Vol. 2, Issue. 10, pp.2456-8910,2019.
S. Poorani, "Intelligent Fruit Detection System with Image Processing Techniques", International Journal of Scientific Research and Review,Vol. 8, Issue. 5,pp. 123-127,2019.
S. Poorani, P. Balasubramanie, "A Map Reduce Framework for Identifying Association Rules between Clinical Traits of Asthma", Indian Journal of Public Health Research & Development , Vol. 10, Issue 7, pp.1329-1331, 2019.
S. Poorani, P. Balasubramanie, "Deep Neural Network Classifier in Breast Cancer Prediction", International Journal of Advanced Technology and Engineering, Vol. 09, Issue 1, pp. 2106-2109, 2019.
P.Gokila Bindha, R.R.Rajalaxmi, S.Poorani, "Predicting the presence of Poly Cystic Ovarian Syndrome using Classification Techniques", International Journal of Recent Technology and Engineering(IJRTE), Vol.08, Issue 4, pp.7396-7399, November 2019.
D. Hemalatha, S. Poorani, " Supervised Machine Learning Models for Classification of Thyroid Data", International Journal of Scientific & Technology Research, Vol.09, Issue 2, February 2020.
S. Nandhinidevi, S. Poorani, P. Gokila Brindha, "Machine Learning Models for Relevant Feature identification and Classification of Thyroid Data", International Journal of Innovative Technology and Exploring Engineering (IJITEE), Vol.09, Issue 5, March 2020.
Poorani. S, Balasubramanie. P, Harini. G, Harini. N, MithunaShree. P, "Image Processing for fruit detection and yield estimation", Journal of Critical Reviews, Vol.07, Issue 13, June 2020.
Poorani. S, Balasubramanie. P, Arun. V,"Image Classification for fruit detection using machine learning model", Journal of Critical Reviews, Vol.07, Issue 14, July 2020.
Poorani, S., Balasubramanie, P., "Seizure Detection Based on EEG Signals Using Asymmetrical Back Propagation Neural Network Method" Circuits, Systems, and Signal Processing, Vol.40, Issue 09, 2021.
Hemalatha, D., Poorani, S.,"Machine learning techniques for heart disease prediction", Journal of Cardiovascular Disease Research, Vol.12, Issue 1, 2021.
Poorani, S., Harilatha, K., Balasubramanie, P., ...Swetha, S., Ajitha, A. "ANN based Predictive Model for identifying Epileptic Seizures with Random Forest Feature Selection", Proceedings - 5th International Conference on Computing Methodologies and Communication, ICCMC 2021.pp. 1072-1079
Poorani, S., Balasubramanie, P., Varshini, S., ...Sasmita, K. Epileptic Seizure Detection using Two-Layer Feature Extraction and Hyper-Parameter Optimization Proceedings - 6th International Conference on Computing Methodologies and Communication, ICCMC 2022, pp. 1489-1492
Poorani, S., Balasubramanie, P. Deep learning based epileptic seizure detection with EEG data International Journal of System Assurance Engineering and Management
Poorani, S., Kalaiselvi, S., Aarthi, N., ...Malathy, N.R., Abitha, M. Epileptic Seizure Detection based on Hyperparameter Optimization using EEG Data, 2nd International Conference on Sustainable Computing and Data Communication Systems, ICSCDS 2023 - Proceedings, pp. 890-893
Parvathavarthini, S., Poorani, S., Dhaneesh, M., ...Selva Raj, R., Sivakarthikeyan, P. Smart Learning of Machines using Augmented Reality, International Conference on Sustainable Computing and Smart Systems, ICSCSS 2023 - Proceedings, pp. 237-241
Kalaiselvi, S.,Poorani, S., Amirtharaj, A., ...Mythreyan, M., Vignesh Kumar, G. Glaucoma Detection using GAN-based Domain Adaptation Approach, International Conference on Sustainable Computing and Smart Systems, ICSCSS 2023 - Proceedings, pp. 801-807
Poorani, S., Parvathavarthini, S., Kalaiselvi, S., ...Agalya, S., Malathy, N.R. Ensemble CNN Model for Lung Cancer Classification, Proceedings of the 5th International Conference on Inventive Research in Computing Applications, ICIRCA 2023, pp. 822-827
Poorani, S., Raja, M.K., Parkavi, B., ...Subbaiyan, A., Kiruthiga, S. A New Wide-Angle, Low-Resolution Infrared Array Sensor with Improved DL Algorithm for Activity Detection, Proceedings of the 2023 2nd International Conference on Augmented Intelligence and Sustainable Systems, ICAISS 2023, pp. 726-731
Poongodi, A., Kopperundevi, N., ..Poorani, S.,.Rao, B.S., Abilash, N. Bio-Inspired Optimization with Transfer Learning Based Crowd Density Detection on Sparse Environment, Proceedings - 2023 3rd International Conference on Pervasive Computing and Social Networking, ICPCSN 2023, pp. 86-90
Subramanian, P., Santhanam, S., Karunanithi, H. Image steganography using reversible data hiding approach, AIP Conference Proceedings, 2655
Yogaraja, C.A., Priyanka, C., ...Priyadharshini, S.P., Rajagopal, S. Poorani, S.,Enhancing Insect Image Recognition with Sand Cat Swarm Optimization with Deep Feature Extraction, 2nd IEEE International Conference on Advances in Information Technology, ICAIT 2024 - Proceedings
, Kalaiselvi, S., Poorani, S.Shakthi Sri, G., ...Rathnaa, M., Sowmiya Sree, M. Hybrid Machine Learning Approach for Malware Analysis, 2024 15th International Conference on Computing Communication and Networking Technologies, ICCCNT 2024

Paper Presented in International Conferences

S. Poorani, P. Balasubramanie, D. Vimal Kumar, "K-Means Clustering for Asthma Endotypes", International Conference on Innovations in Computer Science and Information Technology. February 2018.
S. Poorani, P. Balasubramanie, D. Vimal Kumar, "Apriori Algorithm for Identifying the Association Rules between Clinical Traits of Asthma", 6th Internationational Conference on Contemporary Engineering and Technology,March 2018.
S. Poorani, P. Balasubramanie, "A Map Reduce Framework for Identifying Association Rules between Clinical Traits of Asthma", 7th International Conference on Contemporary Engineering and Technology, March 2019.
S. Poorani, "Machine Vision System for on-Tree Fruit Detection", 9th International Conference on Science and Innovative Engineering", March 2019.
K. Venu, P. Natesan, N. Sasipriyaa, S. Poorani, "Review on Brain Tumor Segmentation Methods using Convolution Neural Network for MRI Images", 2018 International Conference on Intelligent Computing and Communication for Smart World (I2C2SW), IEEE, pp.291-295, December 2018.
S. Poorani, Balasubramanie. P, K. Harilatha, S. Swetha, "ANN based Predictive Model for identifying Epileptic Seizures with Random Forest Feature Selection", 5th International Conference on Computing Methodologies and Communication (ICCMC), IEEE, April 2021

Paper Presented in National Conferences

P. Gokilabrindha, S. Poorani. “Using temporal abstraction methods & data mining technique for analyzing bio-chemical test data for hemodialysis", Knowledge Discovery in Data mining and Data warehousing, September 2010.
S. Poorani, S. Aruna."Identification Of Disease And Quality Evaluation In Rose Leaves Using Image Processing Methods ", Emerging Trends in Rough sets, Fuzzy sets, data mining and Granular, August 2012.
S. Poorani, "A Review On Weed Plant Detection Using Image Processing ",National Conference on Electronics Information and Communication Engineering'14, March 2014.
S. Poorani , "Identification Of Tea Leaves & Weed Plant Using Parallel Image Processing", National Conference on Innovation in Communication and Instrumentation, March 2014 .

Course Materials

22BSE02-USER INTERFACE DESIGN (ODD 2024 - 2025)

22BCT33- DATABASE MANAGEMENT SYSTEMS (ODD 2024-2025)

22BCC41-BIG DATA ANALYTICS(EVEN 2024-2025)

22BCE07 - DATA SCIENCE

CLOUD ODD 23-24

DBMS ODD 23-24

BDA EVEN 23-24(II-YR)

BDA EVEN 23-24(III-YR)

18BIT52-INFORMATION TECHNOLOGY AND APPLICATIONS

18BIT52: ITA-UPDATED

18BCT32-OPERATING SYSTEMS