Dr Saran Kumar A - Bannari Amman Institute of Technology

Experience Type	Organization	From	To	Total Experience
Engineering	Bannari Amman Institute of Technology, Sathyamangalam	21.05.2018
Engineering	KGISL Institute of Technology	23.06.2017	30.04.2018	0 Year(s) & 10 Month(s)

Degree	Specialization	Institute	University	Year of Passing
B.Tech.	Information Technology	COIMBATORE INSTITUTE OF TECHNOLOGY	Anna University, Chennai	2015
M.E.	Computer Science and Engineering	KUMARAGURU COLLEGE OF TECHNOLOGY	Anna University, Chennai	2017
M.B.A	Human Resources	School of Distance Education	Bharathiar University,Coimbatore	2018
Ph.D	Information and Communication Engineering	PSG College of Technology, Coimbatore	Anna University, Chennai	2023

S.No.	Subject Area
1	Data Mining
2	Operating System
3	Data Analytics
4	Machine Learning

Saran Kumar A And R. Rekha, “A Dense Network Approach With Gaussian Optimizer For Cardiovascular Disease Prediction”, New Generation Computing, Vol. No.41, Dec 2023

Saran Kumar A, REKHA R, Improving Smart Home Safety with Face Recognition using Machine Learning, IEEE XPLORE, 2023

Saran Kumar A, REKHA R,An improved hawks optimizer based learning algorithms for cardiovascular disease prediction, Biomedical Signal Processing and Control , volume 81, 2023

Saran Kumar A , REKHA R,A NOVEL APPROACH FOR CARDIOVASCULAR DISEASE PREDICTION USING MACHINE LEARNING ALGORITHMS , CONCURRENCY AND COMPUTATION: PRACTICE AND EXPERIENCE , Vol.34 , Issue 19 , pp 1 , 2022

Saran Kumar A, DHANASHREE K, Fingernail analysis for early detection and diagnosis of diseases using machine learning techniques , Int. J. Nonlinear Anal. Appl. , Vol.13 , SPECIAL ISSUE 1 , 2022

Saran Kumar A, REKHA R, A CRITICAL REVIEW ON PREDICTING DRUG-DRUG REACTIONS USING MACHINE LEARNING TECHNIQUES , RJBT , Vol.16 , Issue 10 , pp 186 , 2021

Saran Kumar A, PRAVEEN V , VEHICLE ROUTING OPTIMIZATION PROBLEM :A STUDY ON CAPACITATED VEHICLE ROUTING PROBLEM , MATERIALS TODAY: PROCEEDINGS , Vol.64 , Issue 1 , pp 670 , 2022

Saran Kumar A, Praveen V, G.Sivapriya , Brain Tumor Segmentation In Mri Images Using Fully Convolved Neural Network With U Net Model , International Journal of Aquatic Sciences , Vol.12 , Issue 3 , pp 1444 , 2021

Saran Kumar A, Praveen V, S.Priyanka, , Efficient Binary Grasshopper Optimization based Neural Network Algorithm for Bitcoin value Prediction , International Journal of Nonlinear Analysis and Applications , Vol.13 , SPECIAL ISSUE 1 ,2022

Saran Kumar A, Praveen V, S.Priyanka, LBPH-Based Real-Time Face Detection for Fraudulence Recognition in Computers ,Journal of Computer Based Parallel Programming, vol.7, issue- 1, pp. 19 – 26, APR 2022

Saran Kumar A, Praveen V, S.Priyanka, Neural Network based Detection of Dengue Fever, Journal of Image Processing and Artificial Intelligence, vol-8 , issue-1,pp. 30 – 35, APR 2022

Saran Kumar A, Praveen V, S.Priyanka, Identifying the Fertilization of Crops by Detecting Its Disease Using Image Processing, Bioscience Biotechnology Research Communications, vol-13,issue- 4, pp. 175 – 179, JUL 2020

Saran Kumar A, Praveen V, S.Priyanka, A NOVEL APPROACH FOR TRANSFER LEARNING BASED INDOOR AND OUTDOOR IMAGE SCENE CLASSIFICATION ,Journal of Xidian University, vol.14,issue- 8, pp.382 – 388, AUG 2020

Saran Kumar A, Praveen V, S.Priyanka, A NOVEL APPROACH FOR CLASSIFICATION OF PLANT SPECIES USING CONVOLUTION NEURAL NETWORK , Journal of Xidian University, vol.14, issue-8, pp.872 – 884, AUG 2020

A.Saran Kumar, D.Chandrakala, Text Clustering Using PSO Based Dynamic Adaptive SOM for Detecting Emergent Trends, International Journal of Intelligent Information Technologies (IJIIT), vol.15, issue 3,pp. 64 – 78, JUL 2019

A.Saran Kumar, Praveen V, A Survey on Various Optimization Algorithm for Solving Vehicle Routing Problem, IEEE Xplore Digital Library, pp.134 – 137, JUN 2019

Saran Kumar A, Praveen V, S.Priyanka, IoT And Fuzzy Logic Based Smart Robot System For The Detection Of Groundmines, International Journal of Scientific and Technology Research, vol.8, issue-9, pp.328 – 332, SEP 2019

Saran Kumar A, Praveen V, Improved Decision Making And Enhanced Recommendation Systems In Applications Made Possible Through Prescriptive Analytics , International Journal of Scientific and Technology Research , vol.8, issue- 10, pp.2231 – 2233 , OCT 2019

Saran Kumar A, Praveen V, S.Priyanka, Cluster Based Certificate Revocation Using Dsr Protocol, International Journal of Scientific and Technology Research, vol-8, issue- 12, pp.3971 – 3975, DEC 2019

Saran Kumar A, “Hybrid Blockchain Platform Based On Dragonchain For Secure Storage and Sharing of Electronic Clinical Reports”, International Conference on “Computer Communication and Informatics”, Sri Shakthi Institute of Engineering and Technology, 2024.

Saran Kumar A, “Hybrid Melanoma Prediction Techniques Using Neural Network”, International Conference on “Current Trends In Modernized Computing & Communication Technologies”, SIMATS Engineering, 2023.

Saran Kumar A, “Facial Emotion Detection using Convolutional Neural Network”, International Conference on Current Trends in Modernized Computing & Communication Technologies”, SIMATS Engineering, 2023.

Saran Kumar A, “Improving Smart Home Safety With Face Recognition using Machine Learning”, International Conference on “ICISCOIS 2023”, PSG College of Technology, 2023.

Saran Kumar A, “Hybrid Blockchain Technology Based Secure Storage and Sharing of Electronic Clinical Reports using Dragonchain”, International Conference on “Etcia-2023”, VIT, Bhopal, 2023.

Saran Kumar A, “Data Security System using Cryptographic Algorithm and Steganography”, International Conference on “ICCLNLP-22”, NGP Institute of Technology, 2022.

Saran Kumar A, Dr R.Rekha,“Segmentation of Hard Exudates for the Detection of Diabetic Retinopathy With RNN Based Sematic Features using Fundus Images”, International Conference on “Research Conclave 2022”, PSG College of Technology, 2022.

Saran Kumar A, “Smart Helmet Detector”, International Conference on “ Advanced Communication Control & Computing Technology”, Simats School of Engineering, 2022.

“Saran Kumar A, “Finger Nail Analysis for Early Detection and Diagnosis of Diseases using Machine Learning Techniques”, International Conference on “Data Analytics and Computational Techniques”, VIT Bhopal, 2021.

Saran Kumar A, “Efficient Binary Grasshopper Optimization Based Neural Network Algorithm for Bitcoin Value Prediction”, International Conference on “ICDACT2021”, VIT, 2021.

Saran Kumar A, “A Review on Diverse Artificial Neural Network Mechanism and Its Applications”, International Conference on “Etcan2021”, Kongunadu College, 2021.

Saran Kumar A, “A Review on Various Methods for user View Accumulation in Social Media Mining” International Conference on “ICAICTAR 21”, Malla Reddy College, 2021.

Saran Kumar A, “Iot Based Player’s Foot Step Landing Marks Identification”, International Conference on “ICETEECt 21”, Karpaga Vinayaga Engg College, 2021.

A.Saran Kumar, V.Praveen, S.Priyanka, “Efficient Binary Grasshopper Optimization Based Neural Network Algorithm For Bitcoin Value Prediction”, INTERNATIONAL CONFERENCE ON DATA ANALYTICS AND COMPUTATIONAL TECHNIQUES, VIT University, Bhopal, December 2021

A.Saran Kumar, K,Dhanashree, Dr.S.Logeswari, “Fingernail analysis for early detection and diagnosis of diseases using machine learning techniques”, INTERNATIONAL CONFERENCE ON DATA ANALYTICS AND COMPUTATIONAL TECHNIQUES, VIT University, Bhopal, December 2021

A.Saran Kumar, V.Praveen, S.Priyanka, B.Vinothini, “A Review On Diverse Artificial Neural Network Mechanism And Its Applications”, International Conference on Emerging Trends in Communication and Networking (ETCAN’21) , Kongunadu College of Engineering and Technology, Trichy, October 2021

A.Saran Kumar, V.Praveen, S.Priyanka, “A Review On Various Methods For User View Accumulation In Social Media Mining”, International Conference On Artificial Intelligence And Computing Technologies In Agriculture And Rural Development , Malla Reddy College of Engineering, Hyderabad, September 2021

A.Saran Kumar, “IoT based players foot step landing marks identification”, ICETEEC’21, Karpaga Vinayaga College of Engineering and Technology, Padalam, June 2021

A.Saran Kumar, B.Hariprasath, S.Kavinraaj, K.Kaviprakash, “ONLINE LICENSE APPLICATION”, SPARKS’21, Builders Engineering College, kangayam, April 2021

A.Saran Kumar, K.Jayaraman, P.R.Ganesh Balaji, K.Ganeshraj, “Location Privacy Preservation”, virtual international conference on intelligent systems and control, Karpagam College of Engineering, Coimbatore, April 2021

A.Saran Kumar, “Credit card fraud detection using machine learning”, International Conference on Challenges and Opportunities for Innovation in New Normal Scenario , KSR Institute for Engineering and Technology, Namakkal, April 2021

V.Praveen, “Brain Tumor Segmentation in MRI Images using Fully Convolved Neural Network with U Net Model”, International Conference on Artificial Intelligence , BIT, Sathy, October 2020

A.Saran Kumar, “A NOVEL APPROACH FOR TRANSFER LEARNING BASED INDOOR AND OUTDOOR IMAGE SCENE CLASSIFICATION”, virtual international conference on AI and ML applications in smart buildings-AMSB2020, Vellore Institute of Technology, Chennai, July 2020

A.Saran Kumar, P.K.Indhuja, M.Indhumathi, R.Thoosi Raja, “OpenCV Based Face Recognition System Using C#”, NATIONAL CONFERENCE ON EMERGING TRENDS IN ENGINEERING , Nandha College of Technology, Erode, May 2020

V.Praveen , “Crop yield prediction using machine learning algorithm”, International conference on Advances in Material Research-2019, BIT, Sathy, December 2019

V.Praveen, “Methodologies to accumulate user views on social media mining”, National Conference on Recent Trends in Ubiquitous Computing and communication technology(RTUCCT-19) , BIT, Sathy, September 2019

V.Praveen, “Narrow pathway algorithm for finding exact location and efficiency in network settings”, 5th IEEE Conference on Advances in Computing and Communication Engineering, BIT, Sathyamangalam, April 2019

A.Saran Kumar, V.Praveen, “Efficient Clustering Using Modified Gravitational Search Algorithm”, National Conference on Big Data Analytics for Cyber Intelligence and Defense on Cyber-crimes against Women, BIT, Sathy, March 2019

A.Saran Kumar, B.Hariprasath, M.Dharmaraj, K.Gnanavel, “Feature Selection Using Machine Learning”, National Conference on Big Data Analytics for Cyber Intelligence and Defense on Cyber-crimes against Women, BIT, Sathy, March 2019

V.Praveen, Dr.P.Keerthika, A.Saran Kumar, “A Survey on Optimization Algorithms to Solve Vehicle Routing Problem”, ICACCS 2019, Sri Eshwar College of Engineering, Coimbatore, March 2019

A.Saran Kumar, V.Praveen, “MAGIC TRAIN: Design of Measurement Methods against Bandwidth Attacks”, ICONNECT-2k19, K.Ramakrishna College of Engineering, Trichy, March 2019

A.Saran Kumar, V.Praveen, S.Priyanka, “Cluster-based certificate revocation using DSR protocol”, 2nd International conference on Innovative Data Science, Annai Women’s College, Karur, February 2019

A.Saran Kumar, R.Muthamil Selvi, V.Praveen, “A Survey on Diabetes Mellitus Prediction using Machine Learning Algorithms”, National Conference on Recent Trends in Ubiquitous Computing and communication technology(RTUCCT-18) , BIT, Sathy, October 2018

A.Saran Kumar, “Improved decision making and enhanced recommendation systems in Applications made possible through Prescriptive analytics”, National Conference on Recent Trends in Ubiquitous Computing and communication technology(RTUCCT-18) , BIT, Sathy, October 2018

A.Saran Kumar, “Text Clustering Using PSO Based Dynamic Adaptive SOM for Detecting Emergent Trends”, IEEE , KIT-Kalaignarkarunanidhi Institute of Technology, Coimbatore, March 2017

A.Saran Kumar, “An Optimal Churn Prediction Model using Support Vector Machine with Adaboost”, International Conference on Advanced Information and Communication Technology (ICAIC-17) , Karpagam College of engineering, Coimbatore

A.Saran Kumar, “An Enhanced Churn Prediction using Support Vector Machine Classification with Adaboost”, IEEE sponsored 4th International Conference on Innovations in Information, Embedded and Communication Systems (ICIIECS-2017), Karpagam College of engineering, Coimbatore

S.No.	Title	Investigator(s)	Funding Agency	Amount	Project Status	Sanction Date
1	Milk Purity Analyzer using IoT	A.SARAN KUMAR	TAMILNADU STATE COUNCIL FOR SCIENCE AND TECHNOLOGY,CHENNAI	7500		18.03.2020
2	Soldier Strap	A.SARAN KUMAR	TAMILNADU STATE COUNCIL FOR SCIENCE AND TECHNOLOGY,CHENNAI	7500		11.03.2022

S.No.	Title	Date	Reg. No.	Status	Level	Funding Agency
1	ACCURATE DIAGNOSIS OF LUNG CANCER BASED ON CHEST CT IMAGES USING FEDERATED LEARNING AND BLOCK CHAIN SYSTEMS	29.09.2023	202341065474	Published	National Level	Self
2	AUTOMATIC JUICE VENDING MACHINE FOR MOTHERHOOD AND ILLNESS PEOPLE	06.04.2023	202341025986	Filed	National	Self
3	SMART HELMET DETECTOR	12.04.2022	202241021733	Filed	International Level	Self
4	A MACHINE LEARNING BASED APPROACH TO DETECT MALWARE IN CYBER SECURITY	02.04.2022	202241002956	Published	National Level	Self
5	IOT BASED MILK PURITY DETECTOR	08.01.2021	202241002956	Filed	National Level	Self
6	IDENTIFICATION OF FOOT STEP LANDING MARKS BY THE PLAYERS IN SPORTS FIELD	23.06.2020	202041026427	In Progress	National Level	Self

S.No.	Title	Author	Publication	Year / Month
1	Advances in Deep Learning Applications for Smart Cities	S.Priyanka,A.Saran Kumar,G.Siva priya,V.Praveen,M.Meenakshi Dhanalakshmi	IGI Global Publishers	2022
2	APPLICATIONS OF ARTIFICIAL INTELLIGENCE ALGORITHMS FOR ROBOT DEVELOPMENT	R.M.Tharsanee, R.S.Soundariya, A.Saran Kumar, V.Praveen	Taylor and Francis (Including CRC Press)	2022
3	Data Science for COVID-19: Volume 1: Computational Perspectives	R.M.Tharsanee, R.S.Soundariya, A.Saran Kumar, M.Karthiga	Elsevier: Academic Press	2021

S.No.	Awards
1	M.E.- CSE First Rank Holder(Gold Medalist)
2	M.E.- CSE Best Project Award