Dr. S. Oswalt Manoj

JOURNAL PUBLICATIONS:

• Uthradevi, G., Thiruvasagam, P., Mythili, Oswalt Manoj S., “A Semi-Supervised Deep Learning Approach for Intrusion Detection and Classification for the Internet of Things”, Biomedical Materials & Devices (2025). https://doi.org/10.1007/s44174-025-00321-5
• S. Kumar, D. M. Hussain, M. Rohini and S. O. Manoj, "Advanced hybrid optimization algorithms for energy efficient cloud resource allocation," in Radio Science, vol. 59, no. 11, pp. 1-20, Nov. 2024, doi: 10.1029/2024RS008012.
• Oswalt Manoj, Abhishek Kumar, Ashutosh Kumar Dubey, J. P. Ananth (In Press). "An Adaptive Salp-Stochastic-Gradient-Descent- Based Convolutional LSTM With MapReduce Framework for the Prediction of Rainfall", International Journal of Interactive Multimedia and Artificial Intelligence, vol. In press, issue In press, no. In press, pp. 1-13. https://doi.org/10.9781/ijimai.2024.01.003
• Rohini, M., Oswalt Manoj, S., & Surendran, D. (2024). Intelligent Alzheimer’s Diseases Gene Association Prediction Model Using Deep Regulatory Genomic Neural Networks. Journal of Alzheimer's Disease Reports, 8(1), 453-460.
• Oswalt Manoj, Abirami, K. R., Victor, A., & Arya, M. (2023). Automatic Detection and Categorization of Skin Lesions for Early Diagnosis of Skin Cancer Using YOLO-v3 - DCNN Architecture. Image Analysis and Stereology, 42(2), 101–117. https://doi.org/10.5566/ias.2773
• Josephin Shermila, Akila Victor, S. Oswalt Manoj, Anna Devi,(2024) “Automatic detection and classification of disease in citrus fruit and leaves using a customized CNN based model”, Boletín Latinoamericano y del Caribe de Plantas Medicinales y Aromáticas, Volume 23, Issue 2, Pg: 180 – 198.
• Oswalt Manoj Stanislaus,Pon Harshavardhanan,Akila Victor and Sajeev Ram Arumugam, “A novel fuzzy based deep neural network for rain fall prediction using cloud images”, Concurrency and Computation: Practice and Experience, 2022. https://doi.org/10.1002/cpe.7412
• Jothi K R, Mehul Jain, Ankit Jain, Geraldine Bessie Amali D and S. Oswalt Manoj, “A New Deep Learning Approach Enhanced with Ensemble Learning for Accurate Intrusion Detection in IoT Networks”, Ad Hoc & Sensor Wireless Networks, 2022.   DOI: 10.32908/ahswn.v54.9159
• Anusha Bamini.A.M, Chitra.R, Vijayalakshmi Senniappan, Oswalt Manoj.S, Rohini.M, “Logic Functions Analysis Based on Quantum Cellular Automata”, International Journal of Mechanical Engineering, 2022, Volume 07, Issue 04, pp 241-253, 2022.
• Rohini, Dr. D. Surendran and Dr. S. Oswalt Manoj, “Prognosis of Alzheimer's Disease Progression from Mild Cognitive Impairment Using Apolipoprotein-E Genotype”, Journal of Electrical Engineering and Technology, 2021, https://doi.org/10.1007/s42835-021-00967-3
• N. Kumaresh, Dr. S. Oswalt Manoj, Dr. S. Thanga Ramya, Dr. V. Gladis Pushparathi and Dr. D. Praveen, “Memory and Time aware Automated Job Ontology Construction with reduced Ontology Size Based Semantic Similarity”, Journal of Xi’an Shiyou University, Natural Science Edition, Volume 17, Issue 10, pp 664-668, 2021.
• Ignisha Rajathi G, Vedhapriyavandhana R, Pooranam N and Oswalt Manoj S, “Holistic Education by breaking the binaries beyond the boundaries”, Turkish Journal of Computer and Mathematics Education, Volume 12, Issue 1s, pp 709-717, 2021.
• Suresh, Oswalt Manoj.S, D Prabu Ragavendiran, “An Adaptive Non-Local Mean with Stationary Wavelet Transform (A-Nl-Swt) Filtering Method for Bio Metric Image Denoising”, Anals of R.S.C.B, ISSN: 1583-6258, Volume 25, Issue 6, pp 7795-7802, May 2021.
• V. P. Gladis Pushparathi, Dr. S. Thanga Ramya, Dr. D. Praveena, Dr. A. Sumaiya Begum, Dr. K. Illamathi, Oswalt Manoj S, “Roadmap to Biomedical Image Segmentation and Processing – Background and Approaches”, Design Engineering, ISSN: 0011-9342, Issue 07, pp 8491-8504, 2021.
• Rohini M, D. Surendran & S Oswalt Manoj, “Application of Machine Learning/ Deep Learning Techniques in Health Care and Well-Being Systems”, International Journal of Information Technology Insights & Transformations, ISSN: 2581 – 5172, Volume 4, Issue 1, pp 900-912, 2020.
• S Oswalt Manoj and Dr. J.P Ananth, “Mapreduce and optimized deep network for rainrall prediction in agriculture”, The Computer Journal, ISSN(Print): 0010-4620, ISSN(Online): 1460 - 2067, Volume 63, Issue 6, pp 900-912, June 2020. (https://doi.org/10.1093/comjnl/bxz164)
• Oswalt Manoj S, Ramya P, Renjusha M, “Placement Automation System”, International Journal of Advanced Research in Electrical, Electronics and Instrumentation Engineering (IJAREEIE), ISSN(Print): 2320-3765, ISSN(Online): 2278 - 8875, Volume 8, Issue 3, pp 779-787, March 2019. (DOI:10.15662/IJAREEIE.2019.0803035)
• Magin Sugi. S, Supriya. M, S. Oswalt Manoj, “An Application to Identify the availability of Medicinal Plants”, Iconic Research and Engineering Journals, IRE, ISSN: 2456-8880, Volume 2, Issue 9, pp 76-80, March 2019.
• Immanual R, Paul Vinofer B, Chokkalingam B, Varun B, Oswalt Manoj S, Raja V, and Dhinesh Kumar M, “A Prediction of Cooling Tower Thermal Characteristics using Newly Developed Software for a Chemical Industry”, International Journal of ChemTech Research, CODEN (USA), IJCRGG, ISSN: 0974-4290, ISSN(Online):2455-9555 Vol.10 No.12, pp 344-350, 2017.
• Suresh A, Malathi P, Nagarani S and S Oswalt Manoj, “An improved cellular automata (ca) based image denoising method for biometric applications”, Biomed Res- India 2017 Volume Special Issue Issue, pp 1 – 9, February 2017, ISSN: ISSN 0970-938X).
• Kirubha Murugan, S Oswalt Manoj, “A Novel Approach for Search Engine using Algorithms”, International Journal of Innovations & Advancement in Computer Science(IJIACS) Volume 5 Issue 6, pp 62-70, June 2016, ISSN: ISSN 2347-8616).
• Kirubha Murugan, S Oswalt Manoj and K. Srihari “Certain Investigations on Advanced Search Engines using various Algorithms”, Advances in Environmental Biology, Vol 9, No. 24, pp 354 – 359, November 2015, ISSN: 1995-0756(Print),1998-1066(Online).
• Yogadinesh, S Oswalt Manoj, K. Srihari, S. Rajesh, R.N. Devendra Kumar, K. Ayyaparaja and E. Udayakumar “Certain Investigation of Identify the New rules and accuracy using SVM algorithm”, Middle-East Journal of Scientific Research, Vol 23, No. 9, pp 2074 - 2080, October 2015, ISSN: 1990-9233(Print),1999-8147(Online).
• Lavanya, S Oswalt Manoj, R.N. Devendra Kumar and K. Srihari “Multi Disease Analysis System using Content Based Image Retrieval”, IEEE African Journal of Computing, Vol 8, No. 3, pp , September 2015, ISSN: 2006-1781.
• S Oswalt Manoj, G. Charlyn Puspha Latha and A. Adlin, “Piwik software based web analytics for non-transactional websites”, International Journal of Applied Engineering Research(IJAER),Vol 10, No. 75, pp 101 – 105, August 2015, ISSN: 0973-4562(Print),1087-1090(Online).
• R.Nivethitha and S Oswalt Manoj, “Enhancing Agricol Application for agricultural university with some advanced features”, International Journal of Applied Engineering Research(IJAER),Vol 10, No. 41, pp 30323 - 30326, May 2015, ISSN: 0973-4562(Print),1087-1090(Online).
• R.Nivethitha and S Oswalt Manoj, “Developing Agricol: A Storage based application for Agricultural University”, International Journal of Research and Scientific Innovation, Vol 1, Issue 8, pp 2321 - 2705, November 2014, ISSN: 2321-2705.
• V. Shibu, S. Oswalt Manoj and Nisha Soms, “The Secured Mobile Purse – A Mobile Banking Initiative”, International Journal of Research in Computer Engineering and Electronics, Vol 3, Issue 5, pp 1-4, September-October 2014, ISSN: 2319-376X.
• Rameeya and S Oswalt Manoj, “Tree Based Scalable Secure Group Communication”, Bonfring International Journal of Research in Communication Engineering,Vol 1, Special Issue, pp 1-4, December 2011, ISSN: 2250-110x(Print),22775080(Online).
• S. Oswalt Manoj, Nisha Soms and N.V. Shibu, “Visual Architecture based Web Information Extraction”, Bonfring International Journal of Data Mining, Vol 1, Special Issue, pp 6-11, December 2011, ISSN: 2250-107x(Print),2277-5048(Online).

• Acted as Resource Person and Jury for the State Level Hackathon during April 10 & 11, 2025 organized by Chaitanya Bharathi Institute of Technology, Proddatur, Kadapa, Andra Pradesh.
• Acted as Resource Person and delivered a Guest Lecture on “Intellectual Property Rights and Technology Transfer - An Out of Box thinking Approach” on 03.08.2023 at Skilly Technologies, Nagercoil.
• Acted as Resource person for the FDP on “Software Design with UML” organized by TCS during January 2023.
• Acted as Resource person for the FDP on “Information Security” organized by TCS during 27 January 2023.
• Acted as Resource person for the FDP on “Formal Languages and Automata Theory” organized by TCS during August 2022.
• Acted as Resource Person and delivered a Guest Lecture on “Startup Culture and Entrepreneurship” on 03.08.2022 at Skilly Technologies, Nagercoil.
• Organized a course on “21 Days Masterclass on Advanced Python Programming” in association with Pantech Solutions for 50 Participants at Sri Krishna College of Engineering and Technology from 15.08.2024 to 05.09.2024.
• Organized a National Level Faculty Development Program on Cloud Infrastructure (AWS) in association with Brainovision Solutions India Pvt Ltd and AICTE 08.2023 to 25.08.2023.

Awards and Appreciation:

• Appreciation: Received Certificate of appreciation form devtown in grateful recognition of the continuing support to help grow the community.
• Received Mentorship certificate for winning the Finals of Smart India Hackathon 2022.
• Received Mentorship certificate for winning the Finals of KAVACH 2023.
• Received Mentorship certificate for winning the Finals of Smart Pune Healthcare Hackathon 2023.
• Best Faculty Award: In recognition of the exemplary achievements during 2023-2024 in Darshan 2024.
• Young Achiever Award: In recognition of the exemplary achievements during 2022-2023 in Darshan 2023.
• Certificate of Appreciation: Mentoring and winning in Hackathons and other events during 2022-2023 in Darshan 2023.
• Campus Ambassador Award: In recognition of the stellar performance in representing the Institution in various activities during 2022-2023 in Darshan 2023.
• Appreciation: Received Mentor Certificate from NPTEL in recognition of the role as mentor for the NPTEL online Certification course “The Joy of Computing using Python" during January to April 2021.
• Appreciation: Received Certificate of Appreciation for acting as mentor for the Internal Hackathon for Smart India Hackathon 2020.
• Appreciation: Received Certificate of Appreciation from NPTEL for the instrumental role as Active SPOC for the NPTEL Local Chapter and also for being NPTEL's brand Ambassador at SRIT from 2017 to 2020.
• Bronze medal: Recognized as Bronze partner faculty under Inspire- The Campus Connect Faculty Partnership Model by Infosys in 2020, 2019, 2018, 2017 and 2016.
• Best paper Award: S Oswalt Manoj et.al, “Agricol: An application for the betterment of farming community”, IEEE International Conference on Soft Computing and Network Security (ICSNS’15) organized by SNS College of technology in association with Kyungpook National University, South Korea, February 25, 26 and 27, 2015.

International Conference:

• M. S, J. J. P, J. O. A and K. T R, "AI Based Chatbot for Educational Institutions," 2024 Ninth International Conference on Science Technology Engineering and Mathematics (ICONSTEM), Chennai, India, 2024, pp. 1-7, doi: 10.1109/ICONSTEM60960.2024.10568662.
• G, S. K. R. K, O. M. S, S. N and G. M, "Early Diabetics Prediction Using Multi Model Approaches in Machine Learning," 2024 Ninth International Conference on Science Technology Engineering and Mathematics (ICONSTEM), Chennai, India, 2024, pp. 1-5, doi: 10.1109/ICONSTEM60960.2024.10568714.
• Oswalt Manoj, Catherine Chandralekha, Dharshini, Hemadharsini; Sentiment analysis with recommendation systems-a survey. AIP Conf. Proc. 13 February 2024; 2742 (1): 020015. https://doi.org/10.1063/5.0183694
• Oswalt Manoj, Dharika, Venkatesan, Vishnu Sarath; Fundamentals of text-to-image synthesis - A survey. AIP Conf. Proc. 13 February 2024; 2742 (1): 020011. https://doi.org/10.1063/5.0183693
• Anand Motwani, Goldi Balaji, Monika Arya, Sumit Kumar Sar, Oswalt Manoj S, “Machine Learning based Autonomous Framework for Product Classification over Cloud”, Seventh International Copnference on Information and Communication Technology for Competitive Strategies held during December 9 to December 10, 2022 organized by Global Knowledge Research Foundation. The paper has also been selected for publication in the (ICTCS) Conference as per fulfilment of guidelines issued by Springer. (https://link.springer.com/chapter/10.1007/978-981-19-9638-2_6).
• Oswalt Manoj S, Dharshini RM, Hemadharsini P. “Sentirec-A Sentiment Analysis with Recommendation System”. In2023 8th International Conference on Communication and Electronics Systems (ICCES) 2023 Jun 1 (pp. 694-701). IEEE. (https://ieeexplore.ieee.org/abstract/document/10192840)
• Sajeev Ram Arumugam, Bharath Bhushan, Monika Arya, Oswalt Manoj and Syed Muzamil Basha, “Lung Cancer Detection using Modified Fuzzy C-Means Clustering and Adaptive Neuro-Fuzzy Network”, International Conference on Advances and Applications of Artificial Intelligence and Machine Learning conducted by School of Engineering and Technology, Sharda University, Greater Noida, India held on 29th October, 2021.
• Sajeev Ram Arumugam, Balakrishna R, Rashmita Khilar, Oswalt Manoj, Shylaja CS, “Prediction of Autism Spectrum Disorder in Children using Face Recognition” – 2nd International Conference on Smart Electronics and Communication (ICOSEC 2021) organized by Kongunadu College of Engineering and Technology, Trichy, India held on 7-9, October 2021.
• S Oswalt Manoj et.al, “Medicinal Plant identification using deep learning techniques”, First International Conference on "Intelligent Digital Transformation" (ICIDT 2019) at Sri Ramakrishna Engineering College, July 11 to 13, 2019.
• S Oswalt Manoj et.al, “Placement Automation System in SRIT”, International Conference on "Advances in Science, Engineering and Management" (ICASEM 2019) at Jai Shri Ram Engineering College, March 7, 2019
• S Oswalt Manoj et.al, “A Novel Approach for Search Engine using Algorithms”, International Conference on "Recent Innovation in Science, Technology and Management" (ICRISTM-16) at Indian Federation of United Nations Associations (IFUNA) , New Delhi, June 12, 2016. ISBN No: 978-81-932712-3-0.
• S Oswalt Manoj et.al, “Investigations on Advanced Search Engines - A Survey”, IEEE sponsored Third International Conference on Innovations in Information, Embedded and Communication Systems (ICIIECS'16), organized by Karpagam College of Engineering, Coimbatore., March 17 and18, 2016.
• S Oswalt Manoj et.al, “Advanced Search Engine - An Investigation”, International conference on Green, Intelligent Computing and Communication Systems(ICGICCS '16) organized by Hindustan college of Engineering and Technology, Coimbatore, March 10 and11, 2016.
• S Oswalt Manoj et.al, “Survey on Soil Properties and Crop Management based on Data mining Concepts”, Seventh International Conference on Advanced Computing 2015(ICoAC2K15) organized by Madras Institute of Technology, Chennai, December 15 - 17,2015.
• S Oswalt Manoj et.al, “A Brief Survey on Recommender Systems”, International Conference on Mathematical Computer Engineering(ICMCE’15) organized by Vellore Institute of Technology, Chennai Campus, December 14 - 15,2015.
• S Oswalt Manoj et.al, “Soil Properties and Crop Management based on Data Mining Concepts – A Survey”, International Conference on Mathematical Computer Engineering(ICMCE’15) organized by Vellore Institute of Technology, Chennai Campus, December 14 - 15,2015.
• S Oswalt Manoj et.al, “Web Analytics using Piwik for Non-transactional websites”, Second International Engineering Post Graduate Research Conference organized by Karpagam University, March 12 - 13, 2015.
• R. Nivethitha and S Oswalt Manoj, “Agricol: An application for the betterment of farming community”, IEEE International Conference on Soft Computing and Network Security(ICSNS’15) organized by SNS College of technology in association with Kyungpook National University, South Korea, February 25, 26 and 27, 2015. Published in: 2015 International Conference on Soft-Computing and Networks Security (ICSNS), INSPEC Accession Number: 15508877, Date Added to IEEE Xplore: 08 October 2015, DOI: 10.1109/ICSNS.2015.7292417, Electronic ISBN: 978-1-4799-1753-2, Print ISBN: 978-1-4799-1752-5, DVD ISBN: 978-1-4799-1751-8.
• S Oswalt Manoj et.al, “Developing Agricol: A Storage Based Application for Agricultural University”, International Conference on Multidisciplinary Research & Practice (ICMRP-2014), November 30, 2014.
• S Oswalt Manoj et.al, “By passing Beacon Interval for Improving Route discovery in MANET using Random Cast as Energy Saving Scheme”, International Conference on “Innovations in Computers, Information and Communications” (ICICIC-2012) organized by PSG College of Technology, Coimbatore, January 5, 6 and 7, 2012.
• S Oswalt Manoj, V. Kavitha, J. Sahaya Arul “Recognizing the Cloud Type and Estimation of Rainfall”, International Conference on “Communication and Computational Intelligence” (INCOCCI-2010) organized by Kongu Engineering College, Erode, December 27, 28 and 29, 2010. Published in: 2010 International Conference on Communication and Computational Intelligence (INCOCCI) , INSPEC Accession Number: 11887424, Date Added to IEEE Xplore: 24 March 2011, Electronic ISBN: 978-81-8371-369-6
• S Oswalt Manoj, Ananth J.P, V. Kavitha, J. Sahaya Arul, “Recognizing and Estimating Rainfall using Cloud images”, International Conference on “Recent Advances in Space Technology Services & Climate Change -2010” (RSTS&CC-2010) organized by Sathyabama University, Chennai, November 13, 14 and 15, 2010. Published in: Recent Advances in Space Technology Services and Climate Change 2010 (RSTS & CC-2010), INSPEC Accession Number: 11824070, Date Added to IEEE Xplore: 14 February 2011, DOI: 10.1109/RSTSCC.2010.5712875, Electronic ISBN: 978-1-4244-9183-4, Print ISBN: 978-1-4244-9184-1, CD: 978-1-4244-9182-7.

National Conference:

• S Oswalt Manoj et.al, “Prediction of Rainfall using Machine Learning Approaches”, National Conference on “Contributions of Mathematics in Science and Technology(COMIST 2020)” organized by Bannari Amman Institute of Technology, Sathyamangalam on March 14, 2020.
• S Oswalt Manoj et.al, “Plant Identification using Machine Learning Algorithms”, National Conference on “Contributions of Mathematics in Science and Technology(COMIST 2020)” organized by Bannari Amman Institute of Technology, Sathyamangalam on March 14, 2020.
• S Oswalt Manoj et.al, “Chatster – An SRIT Messenger”, National Conference on “Information and Communication Technology (NCICT 2017) organized by Sri Ramakrishna Institute of Technology, Coimbatore, April 29, 2017.
• S Oswalt Manoj et.al, “Cloud Enabled Portable Virtual Application Dropbox for Enterprise Software”, National Conference on “Recent Advances in Computer Science and Engineering and Information Technology(RACSEIT 2012) organized by Sri Ramakrishna Engineering College, Coimbatore, April 20, 2012.
• S Oswalt Manoj et.al, “A New Privacy Measure for Multiple Sensitive Attributes”, Third National Conference on “Communication, Computation, Control and Automation” organized by Sri Ramakrishna Institute of Technology, Coimbatore, March 9 and 10, 2012.
• S Oswalt Manoj et.al, “Impact Analysis of Climatic Change on Rainfall Pattern using Cloud Images”, National Conference on “Science of Climate Change and Earth’s Sustainability: Issues and Challenges” organized by The Society of Earth Scientists, University of Lucknow, Lucknow, September 12,13 and 14, 2011.
• S Oswalt Manoj et.al, “Classification of the Cloud Textures based on SVD and Wavelet Transformation”, Second National Conference on Issues and Trends in Advanced Computing (NITAC-2010) organized by Bannari Amman Institute of Technology, Sathyamangalam, March 19 and 20 , 2010.
• S Oswalt Manoj et.al, “Classification of the Image Textures based on Singular Value Decomposition”, National Conference on Advances in Computing (NCAC ’10) organized by CSI Students Chapter of Kalasalingam University, March 15 and 16, 2010.
• S Oswalt Manoj et.al, “Cloud Texture Classification based on Wavelet Transformation and SVD”, National Conference on Data Mining and Image Processing sponsored by CSIR and organized by SCAD College of Engineering and Technology, Cheranmahadevi, February 19, 2010.
• S Oswalt Manoj et.al, “Texture Classification based on Wavelet Transformation and Singular Value Decomposition”, Indian Conference on computational Intelligence sponsored by Tamil Nadu State Council for science & Technology and National Council for Science & Technology Communication, New Delhi and organized by DMI College of Engineering, Chennai, January 22 and 23, 2010.
• S Oswalt Manoj et.al, “A Framework Indicating Cross- Domain Role Mapping and Authorization for RBAC in Grid Systems”, National Seminar on “Intelligent Computing” sponsored by All India Council for Technical Education, New Delhi and organized by Dr. Sivanthi Aditanar College of Engineering, Tiruchendur, July 3 and 4, 2009.
• S Oswalt Manoj et.al, “Mobile Agent Based Check pointing in Distribution System”, National Conference on Emerging Trends in Engineering and Technology (ENTECH ’09)” organized by Anna University
• Tirunelveli, May 8, 2009.
• S Oswalt Manoj et.al, “Provision of an Ontology Based Framework for Semantic Business Process Management”, National Conference on IT Enabled Management organized by Department of MBA, Anna University Tirunelveli, April 3, 2009.
• S Oswalt Manoj et.al, “On Achieving Modularity With Clustering Techniques”, National Conference on Advances in Computing,NCAC09 organized by Department of Computer Science and Engineering, Kalasalingam University, March 16 and 17,2009.

Books: (Published)

• Raj, P., Kumar, A., Dubey, A., Bhatia, S. & Manoj S, O. (2023). Quantum Computing and Artificial Intelligence: Training Machine and Deep Learning Algorithms on Quantum Computers. Berlin, Boston: De Gruyter. https://doi.org/10.1515/9783110791402, ebook ISBN: 9783110791402, Hardcover ISBN: 9783110791259.
• Vishal Dutt, Pramod Singh Rathore, Swarn Avinash Kumar S. Oswalt Manoj, Dr. T. Ananth Kumar, Dr. Abhishek K Pandey, (2021), “Machine and Deep Learning Approaches for Healthcare Systems”, Eureka Publications, ISBN-13: 978-8195193677
• Shibu N V, Oswalt Manoj S (2020), “Object oriented Software Engineering - Laboratory Manual”, Notion Press Publishers, ISBN-13: 978-1636690568.

Books Chapters: (Published)

• Rohini, M., Manoj, S. O., Ananth, J. P., & Surendran, D. (2024). Blockchain in healthcare: a comprehensive exploration of security, interoperability, and data integrity. (IET) https://digital-library.theiet.org/doi/abs/10.1049/pbhe060e_ch6.
• Azhaguramyaa, V. R., Srinivasan, K., Oswalt Manoj, S., Rohini, M., & Rama Abirami, R. (2024). Decoding Parkinson's Disease: A Deep Learning Approach to Handwriting Diagnosis. In A. Kumar, S. Ahuja, A. Baliyan, S. Annawati, & A. Anand (Eds.), Intelligent Technologies and Parkinson’s Disease: Prediction and Diagnosis (pp. 137-163). IGI Global. https://doi.org/10.4018/979-8-3693-1115-8.ch008
• S Oswalt Manoj et.al, “Introduction to graph analytics”, Demystifying Graph Data Science: Graph algorithms, analytics methods, platforms, databases, and use cases,2024. https://digital-library.theiet.org/content/books/10.1049/pbpc048e_ch11.
• S Oswalt Manoj et.al, “A holistic analysis to identify the efficiency of data growth using a standardized method of non-functional requirements in graph applications”, Evolving Predective Analytics in Healthcare: New AI Techniques for Real-time Interventions (IET), 2024. https://doi.org/10.1049/PBHE043E_ch7
• S Oswalt Manoj et.al, “Comparison of machine learning and deep learning algorithms for prediction of coronary heart disease”, Evolving Predective Analytics in Healthcare: New AI Techniques for Real-time Interventions (IET), 2024.  https://doi.org/10.1049/PBHE043E_ch7
• S Oswalt Manoj et.al, “Introducing Deep Learning in Medical Domain”, Evolving Predective Analytics in Healthcare: New AI Techniques for Real-time Interventions (IET) 2024. https://doi.org/10.1049/PBHE043E_ch5
• S Oswalt Manoj et.al, “Classification Methodologies in Healthcare” Evolving Predective Analytics in Healthcare: New AI Techniques for Real-time Interventions (IET) 2024. https://doi.org/10.1049/PBHE043E_ch4
• Rohini M, Oswalt Manoj S, Ananth J.P., Surendran D, “Blockchain in healthcare: a comprehensive exploration of security, interoperability, and data integrity”, Exploring Intelligent Healthcare with Quantum Computing . 2024, IET, https://doi.org/10.1049/PBHE060E_ch6
• S Oswalt Manoj et.al, “Industrial Internet of things and Industry 4.0: a learner’s perspectives toward quantum technologies”. Quantum Computing and Artificial Intelligence: Training Machine and Deep Learning Algorithms on Quantum Computers, Berlin, Boston: De Gruyter, 2023, pp. 243-270. https://doi.org/10.1515/9783110791402-013S
• Motwani, A., Bajaj, G., Arya, M., Sar, S.K., Manoj, S.O. (2023). Machine Learning-Based Autonomous Framework for Product Classification Over Cloud. In: Joshi, A., Mahmud, M., Ragel, R.G. (eds) Information and Communication Technology for Competitive Strategies (ICTCS 2022). ICTCS 2022. Lecture Notes in Networks and Systems, vol 623. Springer, Singapore. https://doi.org/10.1007/978-981-19-9638-2_6
• S Oswalt Manoj et.al, "A leap among quantum ML and DL models: a review". Quantum Computing and Artificial Intelligence: Training Machine and Deep Learning Algorithms on Quantum Computers, Berlin, Boston: De Gruyter, 2023, pp. 185-204. https://doi.org/10.1515/9783110791402-010.
• S Oswalt Manoj et.al, “Performance Evaluation of Machine Learning and Deep Learning Techniques - A Comparative Analysis for House Price Prediction”, Convergence of Deep Learning In Cyber?IoT Systems and Security, 2022. https://doi.org/10.1002/9781119857686.ch2
• S Oswalt Manoj et.al, “A Comprehensive Survey on Blockchain and Cryptocurrency Technologies: Approaches, Challenges, and Opportunities”. Blockchain, Artificial Intelligence, and the Internet of Things. 2022:1-22. (https://link.springer.com/chapter/10.1007/978-3-030-77637-4_1)
• Arumugam, S.R., Bhushan, B., Arya, M., Manoj, O., Basha, S.M. (2022). Lung Cancer Detection Using Modified Fuzzy C-Means Clustering and Adaptive Neuro-Fuzzy Network. In: Unhelker, B., Pandey, H.M., Raj, G. (eds) Applications of Artificial Intelligence and Machine Learning. Lecture Notes in Electrical Engineering, vol 925. Springer, Singapore. https://doi.org/10.1007/978-981-19-4831-2_60
• Oswalt Manoj; J. P. Ananth; M. Rohini; N. Pooranam; Balan Dhanka; Sajeev Ram Arumugam,”FWS-DL: forecasting wind speed based on deep learning algorithms”, Woodhead Publishing Series in Energy 2022, Pages 353-374, Elsevier, In: Artificial Intelligence for Renewable Energy Systems, https://doi.org/10.1016/B978-0-323-90396-7.00007-9
• S Oswalt Manoj et.al, “Deep Feature Selection for Wind Forecasting-II”, Artificial Intelligence for Renewable Energy Systems. 2022 Feb 18:181-99. (https://doi.org/10.1002/9781119761686.ch8).
• S Oswalt Manoj et.al, “The Ascendant role of Machine Learning algorithms in the prediction of Breast Cancer and treatment using Telehealth “,TELE-HEALTHCARE: APPLICATION OF ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING TECHNIQUES, Scrivener, Wiley. https://doi.org/10.1002/9781119841937.ch12, July 2022.

Patent Granted:

• Rashmita Sehgal, Dr. Nihar M. Ranjan, Oswalt Manoj S, Abhinandan Kumar Tiwari, RajaKumar B.R., Binu Dennis, "Foster Dog Protection Collar", Published on 12/08/2023(202311033316)- Patent got granted on 16.08.2024 (Patent No: 547956)
• Oswalt Manoj S, Sindhu Vardini U, Dr. R. Manju, Binu Dennis, Rajakumar B. R., "An intelligent concrete mixture system with prediction of mixture strength using deep learning", (202141020632) – Patent got Granted on 05.2022 (Patent No: 396951)

 Reply to FER:

• Irfan Rashid Pukhta, Oswalt Manoj S, Dr. Nihar M. Ranjan, Pavithra, Rajakumar B. R., Binu Dennis, "Wild Animal Quiverer with Loco Pilot Alert System for Railways", Published on 02/06/2023 (202311027009).

Patent Published:

• Oswalt Manoj S, "Calculator with inbuilt pretrained finance model", Indian design patent Published on 09/05/2023 (381659001).
• Johny Samuael. S, Jeni Chandar Padua, Sahaya Arul J, Oswalt Manoj S, “Intelligent Green Audit System: Iot Based Tool Forcarbon Footprint Reduction”, Published on 12/08/2022. (202241045062)
• Swarajya Lakshmi V Papineni, Mr. S. Madhankumar, Dr. Oswalt Manoj S, S. Rajesh, Dr. BHVS Ramakrisham Raju, R Balamurugan, M. Arvind and B. Barath, "Machine Learning based Patients’ Illness prediction and automatic Doctor appointment alert", Published on 07/01/2022 (202141061326 A)
• Oswalt Manoj S, Prince Sahaya Brighty S, Arun N, Binu Dennis, Rajakumar B. R., "Lip movement based visual speech recognition device for automatic documentation in built with digital camera", (202041047439) - Submitted for Patent Exam.
• S. Balakrishnan, Dr. G. Ignisha Rajathi, S. Oswalt Manoj, Yokesh Sreenivas, Rahfar Nisha, “Smart Digitech Pen Apparatus Design for Human Handwriting Replica Hands-free from Audio or Soft Copy of Typed Text”, (202041053085 A)
• S.Sivaranjani, S. Oswalt Manoj, Antonitta Eileen Pious, Dr.J.Mohammed Feros Khan, Dr.V.Gomathy, M.Manikandan, V.K.G.Kalaiselvi, Dr. V.Vijayalakshmi, Ms.S. Sophia, Mr. T. Kesavan, Dr. S. Sheeba Rani, Mr. R. Kaviyaraj, “IOT BASED HARDWARE PLATFORM FOR CRYPTO ALGORITHM ANALYSIS” (202041050020 A)

Copyright Published:

• Canadian copyright titled “A smart financial credit management system on e-commerce based on IOT framework model” has been published Patent No:121510 dated 28.03.2023