Educational Qualification:
- B.Tech in Computer Science and Engineering from Cochin University of Science and Technology(2010) .
- M.Tech in Software Engineering from Cochin University of Science and Technology(2012).
- Ph.D in Computer Science and Engineering from Cochin University of Science and Technology(2021) .
Specialisations:
- Artificial Intelligence
- Data mining
- Software Engineering.
Research Interest:
- Data Analytics
- Temporal data mining
- Time series analysis
- Machine Learning
Professional Membership:
- Computer Society of India.
- IEEE
- ACM
Paper Publications:
- A. V. Prabhu, M. Jefiya, J. D. Joseph, T. Sunny and C. M. Abraham, “Cyber Complaint Automation System,” 2023 Advanced Computing and Communication Technologies for High Performance Applications (ACCTHPA), Ernakulam, India, (2023), pp. 1-5, doi: 10.1109/ACCTHPA57160.2023.10083354.
- Amal P R, Akshay Ravindran, Georgely Jo Santino, K Gautam Krishna, Cerene Mariam Abraham : Cryptocase-Diversified Investment Platform for High Returns, International Journal of Engineering Research & Technology (IJERT), 2278-0181, ICCIDT Conference Proceedings 2022, 10.17577/IJERTCONV10IS04016.
- Eldho Ittan George, Cerene Mariam Abraham :Real-Time Earthquake Detection Using Twitter Tweets, AIP Proceedings of International Conference on Research Advances in Engineering and Technology 2021, 2520, 030014 (2022); https://doi.org/10.1063/5.0102903
- Alfy Anaz, Bexy Benny, Dimple Babu, Elizabeth Joshy, Cerene Mariam Abraham : Analysis and Design of Artificial Intelligence System for the Prediction of Pulmonary Diseases, International Journal of Innovative Research in Electrical, Electronics, Instrumentation and Control Engineering, National Conference on Innovations in Engineering & Technology, NCIET-2020 – IJIREEICE.
- Cerene Mariam Abraham, Mannathazhathu Sudheep Elayidom and Thankappan Santhanakrishnan: Big data analysis for trend recognition using machine learning techniques, Special Issue on IoT, Cloud, Big Data and Machine Learning: Recent Advances and Future Trends, International Journal of Sensors, Wireless Communications and Control, 10(4), pp 540-550, 2020.
- P.H. Abhirami, Elizabath Saba, Regina Mathew, E. Jacob Sebastian, Cerene Mariam Abraham : Implementation of Convolutional Neural Network to Realize a Real Time Emotion based Music Player, International Journal of Recent Technology and Engineering (IJRTE) ISSN: 2277-3878, Volume-8, Issue-2S11, September 2019, 10.35940/ijrte.B1027.0982S1119.
- Cerene Mariam Abraham, M.Sudheep Elayidom and T. Santhanakrishnan: A Novel Prediction Window Based Closing Value Analysis Technique for Derivative Market, International Journal of Advanced Research in Dynamical and Control systems, 15-Special Issue, pp 269-275, 2018.
- Cerene Mariam Abraham, M.Sudheep Elayidom and T. Santhanakrishnan: Analysis And Design of an Efficient Temporal Data Mining Model for an Indian Stock Market, Springer Advances in Intelligent Systems and Computing Series, September 2018.
- Cerene Mariam Abraham, M.Sudheep Elayidom and T. Santhanakrishnan: A Big Data Framework for the Prediction of Equity Variations for the Indian Stock Market, International Journal of Innovations & Advancement in Computer Science, ISSN 2347-8616, Vol 6, Issue 10, Oct 2017.
- Cerene Mariam Abraham and Aliya V Azeez: Skin Colour Based Number Identification System, International Journal of Advanced Research Trends in Engineering and Technology, ISSN 2394-3777, Vol. II, March 2015.
- Aliya V Azeez and Cerene Mariam Abraham: Enhanced Multimodal System Using Text Dependency, International Journal of Advanced Research Trends in Engineering and Technology, ISSN 2394-3777, Vol. II, March 2015.
- Sherin Ansm Thomas and Cerene Mariam Abraham: Occasional Itemset Mining using UP- Tree and FP- Growth, International Journal of Advanced Research Trends in Engineering and Technology, ISSN 2394-3777, Vol. II, March 2015.
- Cerene Mariam Abraham and M.Sudheep Elayidom: Implementation of Correlation Techniques for the Equity Market in India, International Journal of Advanced Research in Computer and Communication Engineering, ISSN 2319-5940, Vol. 4, Special Issue 1, June 2015
- Cerene Mariam Abraham, M.Sudheep Elayidom, T. Santhanakrishnan and Manoj P. Michel: Analysis of the stock market prediction techniques and its impact in the equity domain, International Journal of Advances in Computer Science and Technology, ISSN 2320 – 2602, Vol.4 No.12, Dec 2015.
- Cerene Mariam Abraham, M.Sudheep Elayidom, T. Santhanakrishnan, Rohit Jha and Soumya Shrivastava: Impact of data mining techniques in Stock Market analysis in India, International Journal For Research & Development In Technology, ISSN 2349-3585, Volume-5,Issue-5, May-16.
- Cerene Mariam Abraham, M.Sudheep Elayidom and T. Santhanakrishnan: Design and Implementation of Efficient Regression Analysis Techniques in Derivative Market, The International Journal Of Science & Technoledge, ISSN 2321-919X, Vol 4, Issue 11, Nov 2016.
- Cerene Mariam Abraham, M.Sudheep Elayidom and T. Santhanakrishnan: Implementation Of Correlation And Regression Techniques For Efficient Analysis Of Indian Stock Market, International Journal of Research in Engineering and Technology, eISSN: 2319-1163, Vol: 06 Issue: 04, Apr 2017.
CONFERENCES/WORKSHOPS PARTICIPATED
- Presented a paper in International Conference on Computational Intelligence and Digital Technologies 2022.
- Presented a paper in International Conference on Advancements in Computer Applications 2021.
- Presented a paper in National Conference & Seminar on Innovations in Engineering & Technology 2020.
- Resource person for one day workshop in R- Programming at SNGIST Engineering College, Kerala.
- Presented a paper in International Conference on Emerging Technologies in Data Mining and Information Security held at Kolkata, India on 2018.
- Presented a paper on Human Computer Interaction in a National Conference held at Kerala, India, on 2012.
- Attended an International Workshop on Reliability and Time series Methodology held at CUSAT, Kochi, on 2014.
- Participated in hands-on workshops on R, SPSS in Trivandrum and CUSAT.
Employment History:
- Teaching Experience – 7 Years
- Senior Research Fellow – 4 Years
