Department: Computer Applications
Email: ajilisa@scmsgroup.org
Field of Specialization: Data Science, Machine Learning, Deep Learning, Soft Computing, Computer Vision
| Academic Degree | Subject | University | Address of the University |
|---|---|---|---|
| MCA | MCA | Mahathma Gandhi University, Kottayam | Mahathma Gandhi University, Kottayam |
| Title of Thesis | University / Institution |
|---|---|
| Computational Framework for Thyroid Nodule diagnosis Using Machine Learning Techniques | Cochin University Of Science and Technology |
| Publication Type | Name of Journal/Book Chapter/Proceedings | Level | Title | Volume | Date | Impact Factor/Citation Index | DOI/URL |
|---|---|---|---|---|---|---|---|
| Journal | Diagnostics | International | A Deep Learning Framework for the Characterization of Thyroid Nodules from Ultrasound Images Using Improved Inception Network and Multi-Level Transfer Learning. | 13 | 23-07-2023 | 3.9 | https://doi.org/10.3390/diagnostics13142463 |
| Journal | Journal of Intelligent and Fuzzy systems | International | Segmentation of thyroid nodules from ultrasound images using convolutional neural network architectures | 43 | 01-01-2022 | 1.9 | https://doi.org/10.3233/JIFS-212398 |
| Publication Type | Name of Journal/Book Chapter/Proceedings | Level | Title | Volume | Date | Impact Factor/Citation Index | DOI/URL |
|---|---|---|---|---|---|---|---|
| Proceedings | Advances in Intelligent Systems and Computing | International | A Novel Clustering Based Undersampling Algorithm for Imbalanced Data Sets Using Artificial Bee Colony Algorithm | 1372 | 10-04-2021 | https://doi.org/10.1007/978-3-030-73603-3_3 | |
| Proceedings | Conference procedings in IEEE Xplore | International | Computer-Aided Diagnosis of Thyroid Nodule from Ultrasound Images Using Transfer Learning from Deep Convolutional Neural Network Models | 06-10-2020 | 10.1109/ACCTHPA49271.2020.9213210 |
| Publication Type | Name of Journal/Book Chapter/Proceedings | Level | Title | Volume | Date | Impact Factor/Citation Index | DOI/URL |
|---|---|---|---|---|---|---|---|
| Book | Advances in Intelligent Systems and Computing | International | GABoost: A Clustering Based Undersampling Algorithm for Highly Imbalanced Datasets Using Genetic Algorithm | 21-05-2019 | https://doi.org/10.1007/978-3-030-16681-6_24 |
| Google Scholar id | ResearchGate id | Orcid id | Scopus Author ID |
|---|---|---|---|
| https://scholar.google.com/citations?user=n9k05kEAAAAJ&hl=en | https://www.researchgate.net/profile/Ajilisa-O-A | 0000-0002-0575-5280 | https://www.scopus.com/authid/detail.uri?authorId=57208883294 |
| Title of Paper | Title of Conference | Organized by | Level | Start Date | Place |
|---|---|---|---|---|---|
| Ensemble-Based Deep Learning Approach for Characterization of Thyroid Nodules in Ultrasound Imaging | 11th International Conference on Advances in Computing and Communications | IEEE Kerala Section | International | 06-11-2024 | RSET Kochi Kerala |
| A Novel Clustering Based Undersampling Algorithm for Imbalanced Data Sets Using Artificial Bee Colon | 11 th International Conference on Innovations in Bio-Inspired Computing and Applications | Machine Intelligence Research lab | International | 16-12-2020 | Online |
| Computer-Aided Diagnosis of Thyroid Nodule from Ultrasound Images Using Transfer Learning from Deep | Advanced Computing and Communication Technologies for High Performance Applications | FISAT , Angamaly | International | 02-07-2020 | Angamaly |
| A Review on Addressing Imbalanced BigData Classification | Digital Transformation of Business:Models, Enablers, and RoadMaps | DDU KAUSHAL KENDRA , CUSAT ,TCS , PENANG SKILLS DEVELOPMENT CENTRE MALAYSIA | International | 21-03-2019 | CUSAT |
| GABoost: A Clustering Based Undersampling Algorithm for Highly Imbalanced Datasets Using Genetic Alg | 9th International Conference on Innovations in Bio-inspired Computing and Applications | Machine Intelligence Research Lab | International | 17-12-2018 | TocH Institute of Science and Technology |
| Level | Organized by | Place | Start Date | Title of the program |
|---|---|---|---|---|
| National | Electronics &ICT Academy, NIT Warangal, and IIIT Kottayam | 05-02-2025 | Medical Image Analysis and its advancements through Explainable AI and security | |
| International | Amal Jyothi College Of Engineering | SSTM Muttom | 18-11-2024 | Advanced Machine Learning Techniques and Practical Implementation |
| National | Department of Computer Applications SSTM Muttom | SSTM Muttom | 18-11-2024 | Exploring FYUGP Hands-On: New Perspectives on Student Assessment and Evaluation Techniques in Higher Education |
| International | IIIT Kottayam | Online | 08-07-2024 | CyberSecML-Exploring the Fusion of Security and Machine learning |
| National | AICTE training and Learning | College of Engineering Kidangoor | 24-08-2020 | |
| National | DIVISION OF IT, SOE, CUSAT | CUSAT | 13-07-2020 | Online Workshop on machine learning with Python |
| National | AICTE Training and Learning Academy ATAL | Division Of Information Technology & Department of Computer Applications, CUSAT | 27-01-2020 | One week Faculty Development Programme on Data Science |
| National | SOE &DCA, CUSAT | DCA CUSAT | 27-01-2020 | |
| National | DIVISION OF CSE, DEPARTMENT OF COMPUTER ENGINEERING, THDC | SOE CUSAT | 26-11-2018 | Advances in Machine Learning |
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