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18 Oct 2022
SERC
Institute for Infocomm Research
Simultaneous Smoothing and Sharpening Using iWGIF
Zhengguo Li,
Jinghong Zheng,
J. Senthilnath
2022 IEEE International Conference on Image Processing (ICIP)
30 Sep 2022
SERC
Institute for Infocomm Research
Attention Over Self-Attention: Intention-Aware Re-Ranking With Dynamic Transformer Encoders for Recommendation
Zhuoyi Lin,
Sheng Zang,
Rundong Wang,
Zhu Sun,
J. Senthilnath,
Chi Xu,
Chee Keong Kwoh
IEEE Transactions on Knowledge and Data Engineering
5 Sep 2022
SERC
Institute for Infocomm Research
Optimal Connectivity during Multi-agent Consensus Dynamics via Model Predictive Control
Harikumar Kandath,
Rajdeep Dutta,
J. Senthilnath
2022 American Control Conference (ACC)
20 Jul 2022
SERC
Institute for Infocomm Research
DRBM-ClustNet: A Deep Restricted Boltzmann–Kohonen Architecture for Data Clustering
J. Senthilnath,
Nagaraj G.,
Sumanth Simha C.,
Sushant Kulkarni,
Meenakumari Thapa,
Indiramma M.,
Jon Atli Benediktsson
IEEE Transactions on Neural Networks and Learning Systems
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 Apr 2022
SERC
Institute for Infocomm Research
Delamination prediction in composite panels using unsupervised-feature learning methods with wavelet-enhanced guided wave representations
Mahindra Rautela,
J. Senthilnath,
Ernesto Monaco,
S. Gopalakrishnan
Composite Structures
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)
7 Oct 2021
SERC
Institute for Infocomm Research
Inverse characterization of composites using guided waves and convolutional neural networks with dual-branch feature fusion
Mahindra Rautela,
Armin Huber,
J. Senthilnath,
S. Gopalakrishnan
Mechanics of Advanced Materials and Structures
7 May 2021
SERC
Institute for Infocomm Research
BS-McL: Bilevel Segmentation Framework With Metacognitive Learning for Detection of the Power Lines in UAV Imagery
J. Senthilnath,
Abhishek Kumar,
Anurag Jain,
K. Harikumar,
Meenakumari Thapa,
S. Suresh,
Gautham Anand,
Jon Atli Benediktsson
IEEE Transactions on Geoscience and Remote Sensing
2 May 2021
SERC
Institute for Infocomm Research
Combined two-level damage identification strategy using ultrasonic guided waves and physical knowledge assisted machine learning
Mahindra Rautela,
J. Senthilnath,
Jochen Moll,
Srinivasan Gopalakrishnan
Ultrasonics
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