60.CIA Security for Internet of Vehicles and Blockchain-AI Integration,
Hai T., Aksoy M., Iwendi C., Ibeke E., Mohan S.,
Journal of Grid Computing, Vol:22, Issue: 2, DOI: 10.1007/s10723-024-09757-3
59.A novel approach for self-driving car in partially observable environment using life long reinforcement learning,
Md A.Q., Jaiswal D., Mohan S., Innab N., Sulaiman R., Alaoui M.K., Ahmadian A.,
Sustainable Energy, Grids and Networks, Vol:38, DOI: 10.1016/j.segan.2024.101356
58.Enabling business sustainability for stock market data using machine learning and deep learning approaches,
Divyashree S.; Joshua C.J.; Md A.Q.; Mohan S.; Abdullah A.S.; Mohamad U.H.; Innab N.; Ahmadian A.,
Annals of Operations Research, Vol:342, Issue: 1, Pg.No(287-322), DOI: 10.1007/s10479-024-06118-x
57.Acoustic feature-based emotion recognition and curing using ensemble learning and CNN,
Anand R.V.; Md A.Q.; Sakthivel G.; Padmavathy T.V.; Mohan S.; Dama?evi?ius R.,
Applied Soft Computing, Vol:166, DOI: 10.1016/j.asoc.2024.112151
56.COVID-19 health analysis and prediction using machine learning algorithms for Mexico and Brazil patients,
Iwendi C., Huescas C.G.Y., Chakraborty C., Mohan S.,
Journal of Experimental and Theoretical Artificial Intelligence, DOI: 10.1080/0952813X.2022.2058097
55.Skin Cancer Segmentation Based on Triangular Intuitionistic Fuzzy Sets,
Namburu A., Mohan S., Chakkaravarthy S., Selvaraj P.,
SN Computer Science, Vol:4, Issue: 3, DOI: 10.1007/s42979-023-01701-8
54.Data-Driven Analysis of Privacy Policies Using LexRank and KL Summarizer for Environmental Sustainability,
Md A.Q., Anand R.V., Mohan S., Joshua C.J., Girish S.S., Devarajan A., Iwendi C.,
Sustainability (Switzerland), Vol:15, Issue: 7, DOI: 10.3390/su15075941
53.Enhancing Diagnostic Decision-Making: Ensemble Learning Techniques for Reliable Stress Level Classification,
Anand R.V., Md A.Q., Urooj S., Mohan S., Alawad M.A., C A.,
Diagnostics, Vol:13, Issue: 22, DOI: 10.3390/diagnostics13223455
52.IoMT with Deep CNN: AI-Based Intelligent Support System for Pandemic Diseases,
Thandapani S., Mahaboob M.I., Iwendi C., Selvaraj D., Dumka A., Rashid M., Mohan S.,
Electronics (Switzerland), Vol:12, Issue: 2, DOI: 10.3390/electronics12020424
51.Novel framework based on ensemble classification and secure feature extraction for COVID-19 critical health prediction,
Priyadarshini R.; Quadir Md A.; Mohan S.; Alghamdi A.; Alrizq M.; Mohamad U.H.; Ahmadian A.,
Engineering Applications of Artificial Intelligence, Vol:126, DOI: 10.1016/j.engappai.2023.107156
50.Cloud-based email phishing attack using machine and deep learning algorithm,
Butt U.A., Amin R., Aldabbas H., Mohan S., Alouffi B., Ahmadian A.,
Complex and Intelligent Systems, DOI: 10.1007/s40747-022-00760-3
49.Predicting attributes based movie success through ensemble machine learning,
Gupta V., Jain N., Garg H., Jhunthra S., Mohan S., Omar A.H., Ahmadian A.,
Multimedia Tools and Applications, DOI: 10.1007/s11042-021-11553-0
48.Analysis of Deep Learning Methods for Healthcare Sector-Medical Imaging Disease Detection,
Sahu H., Kashyap R., Bhatia S., Dewangan B.K., Alkhaldi N.A., Babu S.A., Mohan S.,
Contemporary Mathematics (Singapore), Vol:4, Issue: 4, Pg.No(830-852), DOI: 10.37256/cm.4420232496
47.A Novel Approach for Continuous Authentication of Mobile Users Using Reduce Feature Elimination (RFE): A Machine Learning Approach,
kumari S., Singh K., Khan T., Ariffin M.M., Mohan S.K., Baleanu D., Ahmadian A.,
Mobile Networks and Applications, DOI: 10.1007/s11036-023-02103-z
46.Artificial neural networks training algorithm integrating invasive weed optimization with differential evolutionary model,
Movassagh A.A., Alzubi J.A., Gheisari M., Rahimi M., Mohan S., Abbasi A.A., Nabipour N.,
Journal of Ambient Intelligence and Humanized Computing, DOI: 10.1007/s12652-020-02623-6
45.Machine-Learning-Based Diabetes Mellitus Risk Prediction Using Multi-Layer Neural Network No-Prop Algorithm,
Sonia J.J., Jayachandran P., Md A.Q., Mohan S., Sivaraman A.K., Tee K.F.,
Diagnostics, Vol:13, Issue: 4, DOI: 10.3390/diagnostics13040723
44.Deep Reinforcement Learning for Vision-Based Navigation of UAVs in Avoiding Stationary and Mobile Obstacles,
Kalidas A.P., Joshua C.J., Md A.Q., Basheer S., Mohan S., Sakri S.,
Drones, Vol:7, Issue: 4, DOI: 10.3390/drones7040245
43.Smart IoMT Framework for Supporting UAV Systems with AI,
Shankar N., Nallakaruppan M.K., Ravindranath V., Senthilkumar M., Bhagavath B.P.,
Electronics (Switzerland), Vol:12, Issue: 1, DOI: 10.3390/electronics12010086
42.Segmentation and Analysis Emphasizing Neonatal MRI Brain Images Using Machine Learning Techniques,
Saladi S., Karuna Y., Koppu S., Reddy G.R., Mohan S., Mallik S., Qin H.,
Mathematics, Vol:11, Issue: 2, DOI: 10.3390/math11020285
41.Enhanced Preprocessing Approach Using Ensemble Machine Learning Algorithms for Detecting Liver Disease,
Md A.Q., Kulkarni S., Joshua C.J., Vaichole T., Mohan S., Iwendi C.,
Biomedicines, Vol:11, Issue: 2, DOI: 10.3390/biomedicines11020581
40.Hybrid Whale and Gray Wolf Deep Learning Optimization Algorithm for Prediction of Alzheimer?s Disease,
Dhakhinamoorthy C., Mani S.K., Mathivanan S.K., Mohan S., Jayagopal P., Mallik S., Qin H.,
Mathematics, Vol:11, Issue: 5, DOI: 10.3390/math11051136
39.Forest Fire Identification in UAV Imagery Using X-MobileNet,
Namburu A., Selvaraj P., Mohan S., Ragavanantham S., Eldin E.T.,
Electronics (Switzerland), Vol:12, Issue: 3, DOI: 10.3390/electronics12030733
38.Identify glomeruli in human kidney tissue images using a deep learning approach,
Shubham S., Jain N., Gupta V., Mohan S., Ariffin M.M., Ahmadian A.,
Soft Computing, DOI: 10.1007/s00500-021-06143-z
37.Dynamic resource provisioning and secured file sharing using virtualization in cloud azure,
Perumal K., Mohan S., Frnda J., Divakarachari P.B.,
Journal of Cloud Computing, Vol:11, Issue: 1, DOI: 10.1186/s13677-022-00326-1
36.A new blockchain and fog computing model for blood pressure medical sensor data storage,
Mani V., Ghonge M.M., Chaitanya N.K., Pal O., Sharma M., Mohan S., Ahmadian A.,
Computers and Electrical Engineering, Vol:102, DOI: 10.1016/j.compeleceng.2022.108202
35.DocCompare: An Approach to Prevent the Problem of Character Injection in Document Similarity Algorithm,
Namburu A., Surendran A., Balaji S.V., Mohan S., Iwendi C.,
Mathematics, Vol:10, Issue: 22, DOI: 10.3390/math10224256
34.Humidity sensor based on fibre bragg grating for predicting microbial induced corrosion,
Raju B., Kumar R., Senthilkumar M., Sulaiman R., Kama N., Dhanalakshmi S.,
Sustainable Energy Technologies and Assessments, Vol:52, DOI: 10.1016/j.seta.2022.102306
33.Covid-19 fake news sentiment analysis,
Iwendi C., Mohan S., khan S., Ibeke E., Ahmadian A., Ciano T.,
Computers and Electrical Engineering, Vol:101, DOI: 10.1016/j.compeleceng.2022.107967
32.A hybrid learning approach for the stage-wise classification and prediction of COVID-19 X-ray images,
Adimoolam M., Govindharaju K., John A., Mohan S., Ahmadian A., Ciano T.,
Expert Systems, DOI: 10.1111/exsy.12884
31.A Novel Technique to Detect and Track Multiple Objects in Dynamic Video Surveillance Systems,
Adimoolam M., Mohan S., John A., Srivastava G.,
International Journal of Interactive Multimedia and Artificial Intelligence, Vol:7, Issue: 4, Pg.No(112-120), DOI: 10.9781/ijimai.2022.01.002
30.XGBRS Framework Integrated with Word2Vec Sentiment Analysis for Augmented Drug Recommendation,
Paliwal S., Mishra A.K., Mishra R.K., Nawaz N., Senthilkumar M.,
Computers, Materials and Continua, Vol:72, Issue: 3, Pg.No(5345-5362), DOI: 10.32604/cmc.2022.025858
29.DOA tracking for seamless connectivity in beamformed IoT-based drones,
Balamurugan N.M., Mohan S., Adimoolam M., John A., reddy G T., Wang W.,
Computer Standards and Interfaces, Vol:79, DOI: 10.1016/j.csi.2021.103564
28.Water optimization technique for precision irrigation system using IoT and machine learning,
Maria Manuel Vianny D., John A., Kumar Mohan S., Sarlan A., Adimoolam, Ahmadian A.,
Sustainable Energy Technologies and Assessments, Vol:52, DOI: 10.1016/j.seta.2022.102307
27.Improved COVID-19 detection with chest x-ray images using deep learning,
Gupta V., Jain N., Sachdeva J., Gupta M., Mohan S., Bajuri M.Y., Ahmadian A.,
Multimedia Tools and Applications, DOI: 10.1007/s11042-022-13509-4
26.Integrating encryption techniques for secure data storage in the cloud,
Seth B., Dalal S., Jaglan V., Le D.-N., Mohan S., Srivastava G.,
Transactions on Emerging Telecommunications Technologies, DOI: 10.1002/ett.4108
25.An approach to forecast impact of Covid-19 using supervised machine learning model,
Mohan S., John A., Abugabah A., Adimoolam M., Kumar Singh S., kashif Bashir A., Sanzogni L.,
Software - Practice and Experience, DOI: 10.1002/spe.2969
24.Certificateless Aggregated Signcryption Scheme for Cloud-Fog Centric Industry 4.0,
Dohare I., Singh K., Ahmadian A., Mohan S., Reddy M P.K.,
IEEE Transactions on Industrial Informatics, DOI: 10.1109/TII.2022.3142306
23.Secure voting system for elections,
El-Gburi J., Srivastava G., Mohan S.,
International Journal of Computer Aided Engineering and Technology, Vol:16, Issue: 4, Pg.No(497-511), DOI: 10.1504/IJCAET.2022.123994
22.Towards reliable electronic exam networks,
El-Gburi J., Srivastava G., Mohan S.,
International Journal of Computer Aided Engineering and Technology, Vol:16, Issue: 3, Pg.No(344-361), DOI: 10.1504/IJCAET.2022.122151
21.Socioeconomic impact due to COVID-19: An empirical assessment,
Gupta V., Santosh K.C., Arora R., Ciano T., Kalid K.S., Mohan S.,
Information Processing and Management, Vol:59, Issue: 2, DOI: 10.1016/j.ipm.2021.102810
20.Sustainable task scheduling strategy in cloudlets,
Mukherjee D., Nandy S., Mohan S., Al-Otaibi Y.D., Alnumay W.S.,
Sustainable Computing: Informatics and Systems, Vol:30, DOI: 10.1016/j.suscom.2021.100513
19.Suspicious activity detection using deep learning in secure assisted living IoT environments,
Vallathan G., John A., Thirumalai C., Mohan S.K., Srivastava G., Lin J.C.-W.,
Journal of Supercomputing
18.ETERS: A comprehensive energy aware trust-based efficient routing scheme for adversarial WSNs,
Khan T., Singh K., Hasan M.H., Ahmad K., Reddy G.T., Mohan S., Ahmadian A.,
Future Generation Computer Systems, Vol:125, Pg.No(921-943), DOI: 10.1016/j.future.2021.06.049
17.Prediction modelling of COVID using machine learning methods from B-cell dataset,
Jain N., Jhunthra S., Garg H., Gupta V., Mohan S., Ahmadian A., Salahshour S., Ferrara M.,
Results in Physics, Vol:21, DOI: 10.1016/j.rinp.2021.103813
16.EMMM: Energy-ef?cient mobility management model for context-aware transactions over mobile communication,
Yadav A.K., Singh K., Ahmadian A., Mohan S., Hussain Shah S.B., Alnumay W.S.,
Sustainable Computing: Informatics and Systems, Vol:30, DOI: 10.1016/j.suscom.2020.100499
15.An Emotion Care Model using Multimodal Textual Analysis on COVID-19,
Gupta V., Jain N., Katariya P., Kumar A., Mohan S., Ahmadian A., Ferrara M.,
Chaos, Solitons and Fractals, Vol:144, DOI: 10.1016/j.chaos.2021.110708
14.Field-programmable gate arrays in a low power vision system,
Suresh P., Saravanakumar U., Iwendi C., Mohan S., Srivastava G.,
Computers and Electrical Engineering, Vol:90, DOI: 10.1016/j.compeleceng.2021.106996
13.Cost optimization of secure routing with untrusted devices in software defined networking,
Yazdinejad A., Parizi R.M., Dehghantanha A., Srivastava G., Mohan S., Rababah A.M.,
Journal of Parallel and Distributed Computing, Vol:143, Pg.No(36-46), DOI: 10.1016/j.jpdc.2020.03.021
12.Classification of heart disease using cluster based DT learning,
Mohan S., Thirumalai C., Rababah A.,
Journal of Computer Science, Vol:16, Issue: 1, Pg.No(50-55), DOI: 10.3844/jcssp.2020.50.55
11.Review of Health Prognostics and Condition Monitoring of Electronic Components,
Bhargava C., Sharma P.K., Senthilkumar M., Padmanaban S., Ramachandaramurthy V.K., Leonowicz Z., Blaabjerg F., Mitolo M.,
IEEE Access, Vol:8, Pg.No(75163-75183), DOI: 10.1109/ACCESS.2020.2989410
10.Energy aware task scheduling using hybrid firefly - GA in big data,
Senthilkumar M., Ilango P.,
International Journal of Advanced Intelligence Paradigms, Vol:16, Issue: 2, Pg.No(99-112), DOI: 10.1504/IJAIP.2020.107008
9.Multi-modal prediction of breast cancer using particle swarm optimization with non-dominating sorting,
Vijayalakshmi S., John A., Sunder R., Mohan S., Bhattacharya S., Kaluri R., Feng G., Tariq U.,
International Journal of Distributed Sensor Networks, Vol:16, Issue: 11, DOI: 10.1177/1550147720971505
8.An efficient public key secure scheme for cloud and IoT security,
Thirumalai C., Mohan S., Srivastava G.,
Computer Communications, Vol:150, Pg.No(634-643), DOI: 10.1016/j.comcom.2019.12.015
7.N-Sanitization: A semantic privacy-preserving framework for unstructured medical datasets,
Iwendi C., Moqurrab S.A., Anjum A., Khan S., Mohan S., Srivastava G.,
Computer Communications, Vol:161, Pg.No(160-171)
6.Defensive modeling of fake news through online social networks,
Shrivastava G., Kumar P., Ojha R.P., Srivastava P.K., Mohan S., Srivastava G.,
IEEE Transactions on Computational Social Systems, Vol:7, Issue: 5, Pg.No(1159-1167), DOI: 10.1109/TCSS.2020.3014135
5.Effective heart disease prediction using hybrid machine learning techniques,
Mohan S., Thirumalai C., Srivastava G.,
IEEE Access, Vol:7, Pg.No(81542-81554), DOI: 10.1109/ACCESS.2019.2923707
4.Energy-Aware task scheduling using hybrid Firefly-BAT (FFABAT) in Big data,
Senthilkumar M.,
Cybernetics and Information Technologies, Vol:18, Issue: 2, Pg.No(98-111), DOI: 10.2478/cait-2018-0031
3.Big data optimization for social networking tweet,
Senthikumar M., Ilango P.,
International Journal of Soft Computing, Vol:11, Issue: 5, Pg.No(305-311), DOI: 10.3923/ijscomp.2016.305.311
2.Analysis of DNA data using hadoop distributed file system,
Senthilkumar M., Ilango P.,
1.A survey on job scheduling in big data,
Senthilkumar M., Ilango P.,
Cybernetics and Information Technologies, Vol:16, Issue: 3, Pg.No(35-51), DOI: 10.1515/cait-2016-0033
1. Senthilkumar, D.N.M., Nallakaruappn, M.K., Chandrasekar, R., Kavitha, B.R., Muthukumarappan, A. Software management issues in mobile application development (2017) International Journal of Civil Engineering and Technology, 8 (10), pp. 175-183.
2. Thirumalai, C.S., Senthil Kumar, M. Spanning tree approach for error detection and correction (2016) International Journal of Pharmacy and Technology, 8 (4), pp. 5009-5020.
3. Thirumalai, C.S., Senthil Kumar, M.Secured e-mail system using base 128 encoding scheme (2016) International Journal of Pharmacy and Technology, 8 (4), pp. 21797-21806.
4. Chandrasegar, T., Senthilkumar, M., Silambarasan, R., Westphall, C.B.Analyzing the strength of Pell’s RSA (2016) International Journal of Pharmacy and Technology, 8 (4), pp. 21869-21874. C
5. Senthilkumar, M., Manikandan, N., Senthilkumaran, U., Samy, R. Weather data analysis using Hadoop (2016) International Journal of Pharmacy and Technology, 8 (4), pp. 21827-21834.
6. Senthilkumaran, U., Manikandan, N., Senthilkumar, M.Role of data mining on pharmaceutical industry-a survey(2016) International Journal of Pharmacy and Technology, 8 (3), pp. 16100-16106.
7. Senthilkumar, M., Ilango, P.Analysis of DNA data using hadoop distributed file system(2016) Research Journal of Pharmaceutical, Biological and Chemical Sciences, 7 (3), pp. 796-803. (ESCI - 0.35)
8. Senthilkumar, M., Ilango, P. Big data optimization for social networking tweet (2016) International Journal of Soft Computing, 11 (5), pp. 305-311
9. Senthil Kumaran, U., Nallakaruppan, M.K., Senthil Kumar, M. Review of asymmetric key cryptography in wireless sensor networks (2016) International Journal of Engineering and Technology, 8 (2), pp. 859-862.
10. Senthilkumar, M., Nallakaruppan, M.K., Chandrasegar, T., Prasanna, S. A modified and efficient genetic algorithm to address a traveling salesman problem (2014) International Journal of Applied Engineering Research, 9 (10), pp. 1279-1288. C
11. Nallakaruppan, M.K., Senthil Kumar, M., Chandrasegar, T., Suraj, K.A., Magesh, G. Accident avoidance in railway tracks using ad-hoc wireless networks (2014) International Journal of Applied Engineering Research, 9 (21), pp. 9551-9556.
12. Manikandan, N., Senthilkumar, M., Senthilkumaran, U. Modularization based code optimization technique for ensuring software product quality (2013) International Journal of Engineering and Technology, 5 (2), pp. 1252-1259.
1. G Kalaiarassan, Somanadh M Krishan, Senthilkumar M Chandrasegar Thirumalai One-Dimension Force Balance System for Hypersonic Vehicle an experimental and Fuzzy Prediction Approach, Elsevier, ICMMM-2017.
2. Senthilkumar M: Analysis of Global Warming in India over Maximum Temperature using Pearson and Machine Learning. International Conference on Trends in Electronics and Informatics ICOEI 2017, Tirunelveli, India.; 05/2017.
3. Senthilkumar M: Calculating the User-item Similarity using Pearson's and Cosine Correlation Senthilkumar M. International Conference on Trends in Electronics and Informatics ICEI 2017; 05/2017.
4. Thirumalai, C., Senthilkumar, M. An assessment framework of the intuitionistic fuzzy network for C2B decision making (2017) Proceedings of 2017 4th International Conference on Electronics and Communication Systems, ICECS 2017, art. no. 8067861, pp. 164-167.
5.Thirumalai, C., Senthilkumar, M., Vaishnavi, B. Physicians medicament using linear public key cryptosystem (2016) International Conference on Electrical, Electronics, and Optimization Techniques, ICEEOT 2016, art. no. 7755025, pp. 1936-1939.
Conference in VIT:
1.Network Mobility (Nemo) Basic Support Protocol Senthilkumar M, Lakshmi Narayanan. J, Prof. Dinakaran.M International VIT – Conference May-12.
2. A Route Optimization Technique Mechanism for Vehicular Network, International VIT – Conference Nov-2011.
3.Impact of mobility models on multi-path routing in mobile ad-hoc networks, International VIT – Conference April-2011.
4. Network Security – Mac Address Block International Conference on Network Communication and Computer (ICNCC 2011) .
5. A rough set approach to develop an efficient l-diversity algorithm based on clustering International VIT – Conference Nov-10.
Non-Scopus journals:
1.Flexi Sort Algorithm IJITEE Volume-2, Issue-6, May 2013.
2.Transmission of emergency data over wireless networks by using biosensors ijarcsse Volume 3, Issue 5, May 2013.
3.Web-based Farmer's Bulletin for agricultural development using PAP Approach, N.Manikandan, M.Sakthiganesh, P.J.Kumar, M.SenthilKumar International Journal of Soft Computing and Engineering (IJSCE) ISSN: 2231-2307, Volume-2, Issue-1, March 2012.
4. Automated Detection of Morphological Implications on RBC Consequent to Infections with Human Plasmodium vivax and Plasmodium falciparum (IJARCS).
5. Computerized shape analysis of erythrocytes and their formed aggregates in patients infected with P.vivax malaria (IJCSIT).
6. Implementation of Neural Networks for Intrusion Detection in Computer Network”, Indian Research Review Journals- National Journal, Oct’ 2010.
Book Chapter
Nisarg Gandhewar, Senthilkumar Mohan, Accessibility in Disability: Revolutionizing Mobile Technology, Intelligent Systems for Rehabilitation Engineering,Wiley, 06-Jul-2022
John Ayeelyan,Senthilkumar Mohan D. Maria Manuel Vianny ,Cognitive Cyber‐Physical System Applications,Cognitive Engineering for Next Generation Computing,May 2021 DOI: 10.1002/9781119711308.ch6
An AI-Based Chatbot Using Deep Learning ,M. Senthilkumar and Chiranji Lal Chowdhary
Intelligent Systems ,Advances in Biometric Systems, Soft Computing, Image Processing and Data Analytics, CRC press, December 2019.
SYSTEM AND METHOD FOR HEART DISEASE PREDICTION USING HYBRID MACHINE LEARNING TECHNIQUES, TEMP/E-1/31857/2019-CHE. (Published)