S.P. RAJAMOHANA Assistant Professor
- Department of Computer Science- Karaikal Centre
- School of Engineering & Technology
- monamohanasp@gmail.com; monamohanasp@pondiuni.ac.in;
Academic Activity
Educational Qualification (UG,PG & Higher Order)
| S.No | Degree | Subject/Title of thesis | University/Board | Year of Passing |
|---|---|---|---|---|
| 1 | Ph.D | Information and Communication Engineering | Anna University,Chennai | 2019 |
| 2 | M.Tech | IT | PSG College of Technology,Anna University,Chennai | 2008 |
| 3 | B.Tech | IT | Thiagarajar College of Engineering,Anna University | 2006 |
Area of Specializaion
Awards / Prizes Conferred
| S.No | Name / Title of the Award | Type | Name of the Agency conferred the Award | Year of the Award | Amount for Cash Award |
|---|---|---|---|---|---|
| 1 | BEST PAPER AWARD | INTERNATIONAL | Government College of Engineering, Keonjhar, Odisha -758002 | 2020 | NA |
| 2 | Best Paper award for the conference paper titled for “Hybrid optimization algorithm of improved binary particle swarm optimization (iBPSO) and cuckoo search for review spam detection”, | INTERNATIONAL | ICMLC | 2017 | NA |
Teaching Experience
| S.No | Designation | Department/Centre | Institution |
|---|---|---|---|
| 1 | Lecturer | Information Technology | PSG College of Technology,Coimbatore-641004 |
| 2 | Assistant Professor | Information Technology | PSG College of Technology,Coimbatore-641004 |
| 3 | Assistant Professor(Senior Grade) | Information Technology | PSG College of Technology,Coimbatore-641004 |
Research Experience
| S.No | Designation | Department/Centre | Institution | Area of Research |
|---|---|---|---|---|
| 1 | Assistant Professor | Information Technology,PSG College of Technology,Coimbatore. | Part Time-Anna University Chennai. | Investigations on Bio-inspired feature selection techniques for spam review classification |
Industry Experience
| S.No | Designation | Company/Corporate | Nature of Work |
|---|
Contribution towards Innovation
| S.No | Name of the Work/Contribution | Specialization | Remarks |
|---|
Patent Details
| S.No | Title | Status | Patent Number | Year of Award | Type | Commercialized Status |
|---|---|---|---|---|---|---|
| 1 | SYSTEM AND METHOD FOR EXTRACTING FEATURES FROM E-COMMERCE PLATFORM | APPLIED | 201841010334 | 2019 | NATIONAL | NO |
Papers Published in UGC Approved Journals
| S.No | Title | Name of the Authors as per the order in Paper | Journal Name | Volume, Issue & Page Nos. | Year | Impact Factor |
|---|
Papers Published in Non UGC Approved Peer Reviewed Journals
| S.No | Title | Name of the Authors as per the order in Paper | Journal Name | Volume, Issue & Page Nos. | Year | Impact Factor |
|---|---|---|---|---|---|---|
| 1 | Diabetes Retinopathy Detection: A Survey | K Khavya, SP Rajamohana | Indian Journal of Computer Science | Volume 5 Issue 1 Pages 7-10 | 2020 | 0.19 |
| 2 | A survey on feature selection based spam review detection using deep learning techniques | S Sophia, SP Rajamohana | International Journal of Advanced Information and Communication Technology | 102-108 | 2020 | 0.279 |
| 3 | Hybrid approach of improved binary particle swarm optimization and shuffled frog leaping for feature selection | Rajamohana S.P,Umamaheswari K. | Computers and Electrical Engineering | Volume 67, Year 2018, Pages 497-508 | 2018 | 3.818 |
| 4 | An ensembled classifier for email spam classification in hadoop environment | Karthika Renuka D,Visalakshi P.;Rajamohana S.P. | Applied Mathematics and Information Sciences | Volume 11, Year 2017, Pages 1123-1128 | 2017 | 1.166 |
| 5 | Performance analysis of iBPSO and BFPA based feature selection techniques for improving classification accuracy in review spam detection | Rajamohana S.P,Umamaheswari K.;Abirami B. | Applied Mathematics and Information Sciences | , Volume 11, Year 2017, Pages 1149-1153 | 2017 | 1.166 |
| 6 | A hybrid approach to optimize feature selection process using iBPSO-BFPA for review spam detection | Rajamohana S.P,Umamaheswari K | Applied Mathematics and Information Sciences, | Volume 11, Year 2017, Pages 1443-1449 | 2017 | 1.166 |
| 7 | An Integrated evolutionary algorithm for review spam detection on online reviews | Rajamohana, S. P., & Umamaheswari, K | Advances in Natural and Applied Sciences, | 10(17), 228-236 | 2016 | 0.34 |
| 8 | FEATURE SELECTION USING BINARY ARTIFICIAL BEE COLONY FOR SENTIMENT CLASSIFICATION | Dr.K.Umamaheswari SP. Rajamohana | International Research Journal of Engineering and Technology (IRJET) | Volume 3 Issue Issue: 12 Pages 1-5 | 2016 | 0.2 |
| 9 | Sentiment Classification using Shuffled Frog Leaping Algorithm | SP Rajamohana, Dr K Umamaheswari, R Karthiga | International Journal of Advanced Research in Computer Science and Software Engineering | Volume 6, Issue 12, December 2016 | 2016 | 0.9 |
| 10 | Sentiment classification based on LDA using SMO classifier | Rajamohana S.P,Umamaheshwari K.;Karthiga R. | International Journal of Applied Engineering Research | Volume 10, Year 2015, Pages 1051-1055 | 2015 | 0.5 |
| 11 | Sentiment classification based on latent dirichlet allocation | SP Raja Mohana, K Umamaheswari, R Karthiga | International Journal of Computer Application | 1-7 | 2015 | 0.7 |
| 12 | Opinion mining using hybrid methods | K Umamaheswari, SP Rajamohana, G Aishwaryalakshmi | International Journal of Computer Application | 18-21 | 2015 | 0.704 |
Papers Published in Conference Proceedings
| S.No | Title | Name of the Authors as per the order in Paper | Details of Conference Publication | Page Nos. | Year |
|---|---|---|---|---|---|
| 1 | A Real-time Fatigue Detection System using MultiTask Cascaded CNN Model | Sp.Rajamohana, Manu Vidhya S, Reshma D | 2021 IEEE 10th International Conference on Communication Systems and Network Technologies, CSNT 2021 | 674–679 | 2021 |
| 2 | Driver drowsiness detection system using hybrid approach of convolutional neural network and bidirectional long short term memory (CNN_BILSTM) | Rajamohana, S.P., Radhika, E.G., Priya, S., Sangeetha, S. | Materials Today: Proceedings, 2021 | 2897–2901 | 2021 |
| 3 | Early detection of glaucoma using optic disc and optic cup segmentation: A survey | Janani, R., Rajamohana, S.P. | Materials Today: Proceedings, 2021 | pp. 2763–2769 | 2021 |
| 4 | Comprehensive report on Homomorphic technique in Healthcare Domain | Prakaashini, S., Rajamohana, S.P. | 5th International Conference on Computing Methodologies and Communication, ICCMC 2021 | 1448–1453 | 2021 |
| 5 | IOT-Based Wearable Assistive Device for Visually Impaired People | SP Rajamohana, Zbigniew M Wawrzyniak, EG Radhika, S Priya, G Sindhu | Sixth International Conference on Intelligent Computing and Applications,Springer | 171-184 | 2021 |
| 6 | Analysis of Classification Algorithms for Breast Cancer Prediction | Rajamohana, S.P., Umamaheswari, K., Karunya, K., Deepika, R. | Advances in Intelligent Systems and Computing, 2020 | 517–528 | 2020 |
| 7 | Analysis of neural networks based heart disease prediction system | Rajamhoana, S.P., Akalyadevi, C.,Umamaheswari, K.,Karunya, K., Deepika, R. | 2018 11th International Conference on Human System Interaction, HSI 2018, | 233–239 | 2018 |
| 8 | A survey on online review SPAM detection techniques | Rajamohana, S.P., Umamaheswari, K., Dharani, M., Vedackshya, R. | IEEE International Conference on Innovations in Green Energy and Healthcare Technologies - 2017, IGEHT 2017 | 7 | 2017 |
| 9 | Adaptive binary flower pollination algorithm for feature selection in review spam detection | Rajamohana, S.P., Umamaheswari, K., Abirami, B. | IEEE International Conference on Innovations in Green Energy and Healthcare Technologies - 2017, IGEHT 2017, | 1-7 | 2017 |
| 10 | An effective hybrid Cuckoo Search with Harmony search for review spam detection | Rajamohana S.P.;Umamaheswari K.;Keerthana S.V. | Proceedings of the 3rd IEEE International Conference on Advances in Electrical and Electronics, Information, Communication and Bio-Informatics, AEEICB 2017, Year 2017 | 524-527 | 2017 |
Books
| S.No | Title of the Book | Name of the Authors as per the order in Book | Publisher | Year | ISBN No. |
|---|
Chapters in Books
| S.No | Title of the Chapters | Name of the Authors | Title of the Book | Publisher | Year | ISBN No. |
|---|---|---|---|---|---|---|
| 1 | Machine Learning Techniques for Healthcare Applications: Early Autism Detection Using Ensemble Approach and Breast Cancer Prediction Using SMO and IBK | SP Rajamohana, A Dharani, P Anushree, B Santhiya, K Umamaheswari | Research Anthology on Medical Informatics in Breast and Cervical Cancer | IGI GLOBAL | 2023 | ISBN13: 9781668471364 |
| 2 | IoT-based heart disease prediction system | S.P. Rajamohana , Zbigniew M. Wawrzyniak | Intelligent Network Design Driven by Big Data Analytics, IoT, AI and Cloud Computing, | IET Digital Library | 2022 | 9781839535338 |
| 3 | IoT-based architecture for smart health-care systems | S.P. Rajamohana , Zbigniew M. Wawrzyniak | Intelligent Network Design Driven by Big Data Analytics, IoT, AI and Cloud Computing, | IET Digital Library | 2022 | 9781839535338 |
Edited Books
| S.No | Title of the Book | Name of the Authors as per the order in Book | Publisher | Year | ISBN No. |
|---|
Ongoing Projects
| S.No | Title of the Project | Sponsored By | Period | Sanctioned Amount(Rs. Lakh) | Year |
|---|
Ongoing Consultancy Works
| S.No | Title of the Consultancy Work | Sponsored By | Period | Sanctioned Amount(Rs. Lakh) | Year |
|---|
Completed Projects
| S.No | Title of the Project | Sponsored By | Period | Sanctioned Amount(Rs. Lakh) | Year |
|---|
Completed Consultancy Works
| S.No | Title of the Consultancy Work | Sponsored By | Period | Sanctioned Amount(Rs. Lakh) | Year |
|---|---|---|---|---|---|
| 1 | ASSOCIATE APPRAISAL ASSESSEMENT | ATC TYRES,PSG Tech. | 08-06- 2017 to 12-12- 201 | Rs.75000\- | 2017 |
Career Guidance Offered to students
| S.No | Name of the Scheme | No. of Students | Competitive Examinations/ Career Counseling | No. of Students Passed | No. of Students Placed |
|---|
List of capability enhancement such as Soft skill development, Remedial coaching, Language lab,
Bridge courses, Yoga, Meditation, Personal Counselling and Mentoring etc.,
| S.No | Name of the Programme/Scheme | Date of Implementation | No. of Students Enrolled | Agencies Involved |
|---|
Research Guidance - PG
| S.No | Year | Degree | No. of Students Awarded | Department/Centre |
|---|---|---|---|---|
| 1 | 2023 | MCA | 5 | Department of Computer Science,Pondicherry Univer |
| 2 | 2023 | M.SC | 1 | Department of Computer Science,Pondicherry Univer |
| 3 | 2022 | MCA | 2 | Department of Computer Science,Pondicherry Univer |
| 4 | 2022 | M.SC | 3 | Department of Computer Science, Pondicherry Unive |
Research Guidance - Ph.D
| S.No | Student Name | Registration Date | Registration No. | Thesis Title | Thesis Submitted Status | Thesis Submitted Date | Vivavoce Completed Status | Date Awarded |
|---|
Research Guidance - Post Doctoral
| S.No | Scholar Name | Designation | Funding Agency | Fellowship Title | Year of Joining | Year of Completion |
|---|
Financial assistance availed to attend conferences / workshops and to pay membership fee
of professional bodies during the year
| S.No | Conference/ workshop attended for which financial support provided | Professional body for which membership fee is provided | Amount of Support | Place | From Date | To Date | Year |
|---|---|---|---|---|---|---|---|
| 1 | International Conference on Data Management, Analytics & Innovation,ICDMAI,2019 ICDMAI. | PSG Tech Management | Rs.25,000/- | Malaysia, Lincoln University. | 17-01-2019 | 20-01-2019 | 2019 |
| 2 | 11th International Conference on Human System Interaction (HSI),2018 | UGC Travel Grant | 1,14,000/- | Gdansk University,Poland | 04-07-2018 | 07-07-2018 | 2018 |
| 3 | International Conference on Machine Learning and Computing,ICMLC2017 | UGC Travel Grant | 77,979/- | Singapore | 25-02-2017 | 27-02-2017 | 2017 |
E-Lecture Details
| S.No | E-Lecture Title | Development of e-content/e-learning/delivering | Member of Editorial Bodies | Reviewer/Referee of | |||
|---|---|---|---|---|---|---|---|
| Content/Module Title | Institution/Platform | Year | Weblink | ||||
Details of Online Education Conducted
| S.No | Nature of Online Course | No. of Sessions | Target Group | Date |
|---|
Invited Talks in Conference/Seminar/Workshop/Training Programme
| S.No | Title of the Paper | Conferences/Seminar/Workshop/Training Programme | Organized by | Whether International / National / State / Regional / College or University Level | From | To | Year |
|---|---|---|---|---|---|---|---|
| 1 | Overleaf-Cloud based Online Research Paper Writing Tool | Workshop | PSG College of Technology | College Level | 19-04-2021 | 19-04-2021 | 2021 |
| 2 | Research Paper Writing Using LATEX | Seminar | PSG College of Technology | International level | 12-09-2020 | 12-09-2020 | 2020 |
Conferences/Seminars Organized
| S.No | Title of the Programme | Sponsors | Venue & Duration | Whether International / National / State / Regional / College or University Level | From | To | Year |
|---|---|---|---|---|---|---|---|
| 1 | Alumni Interaction | - | Pondicherry University,Karaikal Campus | University Level | 13-09-2022 | 13-09-2022 | 2022 |
| 2 | Software Defined Networking& Network Function Virtualization | PSG Tech | 2 Days | National | 24.1.2020 | 25.1.2020 | 2020 |
| 3 | Computing Paradigms for Emerging IoT Applications | PSG College of Technology | 5 days | National Level | 04-11-2019 | 08-11- 2019 | 2019 |
| 4 | National Conference on Recent trends in Information Technology (NCRTIT 2018) | PSG Tech | 24-2- 2018 | National | 24-02-2018 | 24-02-2018 | 2018 |
| 5 | Foundation Programme in ICT For Education | IIT BOMBAY | 2 Weeks | National Level | 03-08- 2017 | 07-09- 2017 | 2017 |
| 6 | Pedagogy for Online and Blended Teaching- Learning Process | IIT BOMBAY | 2 Weeks | National Level | 14-09- 2017 | 12-10- 2017 | 2017 |
| 7 | International Conference on Innovations in Computing Techniques (ICICT-2015) | UGC | Department of Information Technology,PSG College of Technology,Coimbatore-4 | International | 22-01-2015 | 24-01-2015 | 2015 |
| 8 | FDP on Datamining and Information Retrieval | PSG College of Technology | Oneweek | National Level | 21-04-2014 | 28-04- 2014 | 2014 |
Workshop Organized
| S.No | Title of the Programme | Sponsors | Venue & Duration | Whether International / National / State / Regional / College or University Level | From | To | Year |
|---|---|---|---|---|---|---|---|
| 1 | TCS Youth Employment Program | TCS | 3 Months | University Level | 19-11-2022 | 19-01-2023 | 2023 |
| 2 | Soft Skill Development | - | Pondicherry University,Karaikal Campus. | University Level | 26-09-2022 | 26-09-2022 | 2022 |
| 3 | Workshop on Recent Trends and challenges in Artificial Intelligence and Deep Learning | PSG Tech | 2 Days | National | 28.2.2020 | 29.2.2020 | 2020 |
Administrative Responsibilities in the Government and Quasi Government Agencies
| S.No | Name of the Position | Agency/Organisation | Duration | Nature of Duties |
|---|
Affiliation in Academic Bodies/Societies
| S.No | Name of the Body/Society | Nature of Affiliation | Year |
|---|
Participation & Extension Activities (Academic/Administraion)
| S.No | Name of the Position (Head, Dean, Co-ordinator, Director, etc.,) | Duration | Nature of Dutites |
|---|
Participation & Extension Activities (Co-Curricular)
| S.No | Name of the Position (NSS, NCC, Warden etc.,) | Duration | Nature of Dutites |
|---|---|---|---|
| 1 | Resident Tutor at PSG Tech Ladies Hostel | 5 Years | Resident Tutor |
| 2 | Deputy Warden | 5 Years | Deputy Warden |
Collaboration with Institution/Industry
| S.No | Collaborator Name | Designation | Institution/Industry | Type | Nature of Collaboration | Period of Collaboration | Visits to Collaborating Institution / Industry |
Details of Collaborative Research/Teaching | ||
|---|---|---|---|---|---|---|---|---|---|---|
| From Date | To Date | From Date | To Date | |||||||
Faculty Development Programme Attended (Orientation, Refresher, other Short Term Course during the year)
| S.No | Title of the FDP | Organiser | Venue | Duration | From Date | To Date | Year |
|---|---|---|---|---|---|---|---|
| 1 | UGC-HRDC Refresher Course | Madurai Kamaraj University | Online | 14 days | 15-11-2023 | 28-12-2023 | 2023 |
| 2 | UGC-HRDC-7 th Faculty Induction Program | UGC-HRDC | Pondicherry University | 30 Days | 01-06-2022 | 30-06-2022 | 2022 |
| 3 | Online MATLAB Worshop | Department of Computer Science,Pondicherry University | Pondicherry University | 2 | 09-11-2022 | 10-11-2022 | 2022 |
| 4 | Online Training Program on "CLOUD COMPUTING" | MSME | Online | 5 Days | 24.01.2022 t | 28.01.2022 | 2021 |
| 5 | AICTE Sponsored Six day short Term Training Program on “Smart Sustainable Farming(SSF) based on IoT Perspective | Sethu Institute of Technology, Virudhunagar. | Online | One week | 05.5.2021 | 11.5.2021 | 2021 |
| 6 | Six day Online Faculty Development Training programme on CS8501-Theory of Computation | SSNCE,Chennai | Online | 6 Days | 21.6.2021 | 27.6.201 | 2021 |
| 7 | One Week National Level Online Short Term Training Program on “Research Methodology” | Dr MGR Educational and Research Institute, Chennai | Online | One week | 20.7.2020 | 27.7.2020 | 2020 |
| 8 | "Managing Online Classes And Co-Creating Moocs:2.0" | DST,MHRD | Online | Two weeks | 18.5.2020 | 3.6.2020 | 2020 |
| 9 | Open Source Tools for Research | MHRD | Online | One week | 8.6.2020 | 14.6.2020 | 2020 |
Details of Executive Development Prog/Management Development Prog. conducted
| S.No | Name of the Programme | No. of Participants | Venue | Duration | From Date | To Date | Year | Revenue Generated |
|---|
Participation in IMPESS, IMPRINT, SPARC, STARS, LEAP Programme etc and DSF Funding Programme
| S.No | IMPRESS/IMPRINT/SPARC/STARS/LEAP/Others | Place | From Date | To Date | Year |
|---|
Enrolment under ARPIT Programme
| S.No | Name of the Programme | Period of the Programme | |
|---|---|---|---|
| From Date | To Date | ||