Name: Ms. Kalani Ilmini
Position: Lecturer (Probationary)
E-mail: kalaniilmini@kdu.ac.lk
Qualifications
Publications
Research Areas
Teaching Interests
Working Experience
Awards
Qualifications
- Reading for PhD (University of Sri Jayewardenepura)
- BSc (Special) Degree in Computer Science (1stclass), Department of Statistics and Computer Science, Faculty of Applied Sciences, University of Sri Jayewardenepura, Sri Lanka , 2014
Publications
- RM Fernando, WMKS Ilmini, and DU Vidanagama, “Prediction of Air Quality Index in Colombo”, International Journal of Research in Computing (IJRC), 2022.
- WMKS Ilmini and TGI Fernando, “Performance Analysis of State-of-the-Art Deep Learning Models in the Visual-Based Apparent Personality Detection”, Vidyodaya Journal of Science, Vol 25, Issue 2, 2022.
- ADLD Amarathunga, JJRS Fernando, and WMKS Ilmini, “Convolutional Neural Networks Based Face Mask Detection and Automated Door Entry Control System”, 15th International Research Conference KDU, 2022.
- TLN Nadeeshana and WMKS Ilmini, “Simultaneous detection of Covid-19 and its pneumonia using multitask learning”, 15th International Research Conference KDU, 2022.
- WMKS Ilmini, TGI Fernando, “Facial Feature Identification in the Deep Learning Based Apparent Personality Detection”, 2022 2nd International Conference on Advanced Research in Computing (ICARC), 2022.
- RM Fernando, WMKS Ilmini, and DU Vidanagama, ” Prediction of Air Quality Index in Colombo”, International Journal of Research in Computing, Volume 1, 2021.
- RM Fernando, WMKS Ilmini, and DU Vidanagama,” Air Quality Prediction Using Machine Learning “,14th International Research Conference KDU, 2021.
- GMSN Gunawardana, and WMKS Ilmini, ” Prevention of Cyber Bullying using Machine Learning Techniques “,14th International Research Conference KDU, 2021.
- JAA Hansika, and WMKS Ilmini, ” Disease Identification in Leafy Vegetables Using Transfer Learning “,13th International Research Conference KDU, 2020.
- MDCM Wijethunga, and WMKS Ilmini, ” Air Quality Predicting System for Colombo City using Machine Learning Approaches“,13th International Research Conference KDU, 2020.
- Sheng Kao, and WMKS Ilmini, ” Automated Generation of Sinhala Lyrics using Recurrent Neural Networks“,13th International Research Conference KDU, 2020.
- TK Thenabadu, and WMKS Ilmini, ” Diabetes Prediction System using Machine Learning “,13th International Research Conference KDU, 2020.
- RM Ranasinghe and WMKS Ilmini, ” Introducing a LSTM based Flood Forecasting Model for the Nilwala river basin with a Mobile Application–a Review “,13th International Research Conference KDU, 2020.
- Kalani Ilmini and TGI Fernando, “iPersonalityReader: An Application to Assess the Personality of a Person via Face Image using Convolutional Neural Networks”, International Conference in Artificial Intelligence (SLAAI), 2019.
- SB Abayarathne, Kalani Ilmini and T. Fernando, “Identification of Snake Species in Sri Lanka Using Convolutional Neural Networks”, International Conference in Artificial Intelligence (SLAAI), 2019.
- LAN Wijesinghe, DMR Kulasekara and WMKS Ilmini, “An Intelligent Approach to Segmentation and Classification of Common Skin Diseases in Sri Lanka,” presented at the 2019 National Information Technology Conference (NITC), Colombo, Sri Lanka.
- FS Sourjah, WMKS Ilmini, and WPJ Pemarathne “Ayurvedic Plant Identification using Transfer Learning”,12th International Research Conference KDU, 2019.
- SB Abayarathne, WMKS Ilmini and TGI Fernando, ” Automated Method to Identify Snake Species in Sri Lanka, A Review “,12th International Research Conference KDU, 2019.
- LAN Wijesinghe, DMR Kulasekara and WMKS Ilmini, ” Research Directions for Skin Disease Identification using Image Processing and Machine Learning”,12th International Research Conference KDU, 2019.
- PKC Vinodi, WPJ Pemarathne, WMKS Ilmini and G Senananyake, “Breast Cancer Detection using Convolutional Neural Networks”, 12th International Research Conference KDU, 2019.
- MS Diunugala, WMKS Ilmini, and WPJ Pemarathne, ” Identification of Tomato Plant Diseases using Convolutional Neural Networks”,12th International Research Conference KDU, 2019.
- CT Wijewantha, WPJ Pemarathne, and WMKS Ilmini, “Reducing Frequently Killing of Elephants from Train Collision using Machine Learning”,12th International Research Conference KDU, 2019.
- MD Guruge, DMR Kulasekara, and WMKS Ilmini, “A Review on Graphical Symbols Identification on Food Packages using Machine Learning”, 12th International Research Conference KDU, 2019.
- D. Gamage and K. Ilmini, “Flood forecasting using Artificial Neural Network for Kalu Ganga,” presented at the SLAAI International Conference 2018, p. 12.
- Samadhi Upsehala, WMKS Ilmini, “Location Based Tourist Guiding Application for Tourist in Sri Lanka using Image Processing”, 7th ICADA Conference on Advancement of Development Administration, 2018. [Abstract only]
- Ilmini and T. Fernando, “Computational personality traits assessment: A review”, 2017 IEEE International Conference on Industrial and Information Systems (ICIIS), 2017.
- Kalni Ilmini, TGI Fernando, “Persons’ Personality Traits Recognition using Machine Learning Algorithms and Image Processing Techniques”, ACSIJ Advances in Computer Science: an International Journal, Vol. 5, Issue 1, No.19 , January 2016.
Research Areas
- Artificial Neural Networks
- Deep Learning
- Affective Computing
- Data Mining
Teaching Interests
- Machine Learning
- Data Mining
- Computer Programming Fundamentals
- Object Oriented Programming
- Mobile Computing
- Web Application Development
Working Experience
- Temporary Lecturer at University of Sri Jayewardenepura (Oct 2014 – Dec 2016)
- Instructor at University of Sri Jayewardenepura (Mar 2014 – Sep 2014)
- Trainee Associate Software Engineer at Solution Infinity Pvt Ltd (Sep 2013 – Mar 2014)
Awards
- National ICT NBQSA 2019- Merit Award won for Personality Detector