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Publication date Communities Collections Article title Author(s) Journal/Conference
6 Dec 2022 SERC Institute for Infocomm Research PASE: An autonomous sequential framework for the state estimation of dynamical systems Harikumar Kandath, Md Meftahul Ferdaus, Zhen Wei Ng, Bangjian Zhou, Suresh Sundaram, Xiaoli Li, Senthilnath Jayavelu Expert Systems with Applications
18 Oct 2022 SERC Institute for Infocomm Research Latent Preserving Generative Adversarial Network for Imbalance Classification Tanmoy Dam, Md Meftahul Ferdaus, Mahardhika Pratama, Sreenatha G. Anavatti, Senthilnath Jayavelu, Hussein Abbass 2022 IEEE International Conference on Image Processing (ICIP)
17 Oct 2022 SERC Institute for Infocomm Research Data Oversampling with Structure Preserving Variational Learning Indu Solomon, Senthilnath Jayavelu, Md Meftahul Ferdaus, Uttam Kumar Proceedings of the 31st ACM International Conference on Information & Knowledge Management
21 Apr 2022 SERC Institute for Infocomm Research Significance of activation functions in developing an online classifier for semiconductor defect detection Md Meftahul Ferdaus, Bangjian Zhou, Ji Wei Yoon, Kain Lu Low, Jieming Pan, Joydeep Ghosh, Min Wu, Xiaoli Li, Aaron Voon-Yew Thean, J. Senthilnath Knowledge-Based Systems
20 Jan 2022 SERC Institute for Infocomm Research SGDOL: Self-evolving Generative and Discriminative Online Learning for Data Stream Classification Deeksha Aggarwal, J. Senthilnath, Uttam Kumar, Vivek Yadav, Sushant Kulkarni, Md Meftahul Ferdaus, Li Xiaoli 2021 International Conference on Data Mining Workshops (ICDMW)
28 Jun 2021 SERC Institute for Infocomm Research Transfer Learning-Based Artificial Intelligence-Integrated Physical Modeling to Enable Failure Analysis for 3 Nanometer and Smaller Silicon-Based CMOS Transistors Jieming Pan, Kain Lu Low, Joydeep Ghosh, Senthilnath Jayavelu, Md Meftahul Ferdaus, Shang Yi Lim, Evgeny Zamburg, Yida Li, Baoshan Tang, Xinghua Wang, Jin Feng Leong, Savitha Ramasamy, Tonio Buonassisi, Chen-Khong Tham, Aaron Voon-Yew Thean ACS Applied Nano Materials