Effectiveness of Representation and Length Variation of Shortest Paths in Graph Classification. - Asif Salim; S. S. Shiju; S. Sumitra 001 (PReMI, 2017)

Formulation of Two Stage Multiple Kernel Learning Using Regression Framework. - S. S. Shiju; Asif Salim; S. Sumitra 001 (PReMI, 2017)

Multiple kernel learning using composite kernel functions. - Shiju S. S.; Asif Salim; S. Sumitra 001 (Eng. Appl. Artif. Intell., 2017)

Multiple kernel learning using single stage function approximation for binary classification problems. - Shiju S. S.; S. Sumitra 001 (Int. J. Syst. Sci., 2017)

Kernel collaborative online algorithms for multi-task learning. - A. Aravindh; S. S. Shiju; S. Sumitra 001 (Ann. Math. Artif. Intell., 2019)

Structural Health Monitoring of Cantilever Beam, a Case Study - Using Bayesian Neural Network AND Deep Learning. - Rahul Vashisht; H. Viji; T. Sundararajan; D. Mohankumar; S. Sumitra 001 (CoRR, 2019)

Disentanglement based Active Learning. - Silpa V. S; Adarsh K; S. Sumitra 001; Raju K. George (CoRR, 2019)

Framework for Designing Filters of Spectral Graph Convolutional Neural Networks in the Context of Regularization Theory. - Asif Salim; S. Sumitra 001 (CoRR, 2020)

Design of multi-view graph embedding using multiple kernel learning. - Asif Salim; S. S. Shiju; S. Sumitra 001 (Eng. Appl. Artif. Intell., 2020)

Disentanglement based Active Learning. - Adarsh Kappiyath; Silpa V. S; S. Sumitra 001 (IJCNN, 2021)

Selecting the Points for Training using Graph Centrality. - Sandeep CR; Asif Salim; Sumitra Sarada (CoRR, 2021)

Self-Supervised Enhancement of Latent Discovery in GANs. - Adarsh Kappiyath; Silpa Vadakkeeveetil Sreelatha; S. Sumitra 001 (AAAI, 2022)

On safe sequential optimization using posterior sampling. - Pratik Kar; Vineeth Bala Sukumaran; S. Sumitra 001 (SPCOM, 2022)

Graph kernels based on optimal node assignment. - Asif Salim; S. S. Shiju; S. Sumitra 001 (Knowl. Based Syst., 2022)

Neighborhood Preserving Kernels for Attributed Graphs. - Asif Salim; S. S. Shiju; S. Sumitra 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

IIST BCI Dataset-1 for Selected Common Malayalam Words. - Parvathi Nair; Parvathy S. S.; Nancy Sunil; Anurag Mukati; Charu Chauhan; S. Sumitra 001; B. S. Manoj 001 (IEEE DataPort, 2024)

Spectral Graph Convolutional Neural Networks in the Context of Regularization Theory. - Asif Salim; S. Sumitra 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

IIST BCI Dataset-3 for 100 Malayalam Words. - Parvathy S. S.; Nancy Sunil; Shubham Tayade; Chittaloori Likhitha; S. Sumitra 001; B. S. Manoj 001 (IEEE DataPort, 2024)

IIST BCI Dataset-5 for Malayalam Vowels and Consonants. - Nancy Sunil; Parvathy S. S.; Shubham Tayade; Chittaloori Likhitha; S. Sumitra 001; B. S. Manoj 001 (IEEE DataPort, 2024)

IIST BCI Dataset-7 for Human Space Missions. - Adithya Pramod Menon; Parvathy S. S.; Nancy Sunil; S. Sumitra 001; B. S. Manoj 001 (IEEE DataPort, 2024)

IIST BCI DATASET-6 FOR SELECTED COMMON ODIA WORDS. - Shivani Sahoo; Shubham Tayade; Chittaloori Likhitha; S. Sumitra 001; B. S. Manoj 001 (IEEE DataPort, 2024)

IIST BCI Dataset-8 for Selected Common Telugu Words of Male and Female Speakers. - Likhith Boddapu; Chittaloori Likhitha; Parvathy S. S.; Nancy Sunil; S. Sumitra 001; B. S. Manoj 001 (IEEE DataPort, 2024)