Bootstrapping for efficient handwritten digit recognition. - V. Vijaya Saradhi; M. Narasimha Murty (Pattern Recognit., 2001)

On the Stability and Bias-Variance Analysis of Kernel Matrix Learning. - V. Vijaya Saradhi; Harish Karnick (Canadian AI, 2007)

Error Estimation for Kernel Matrix Learning Through Leave-One-Out-Kernel Bootstrap. - V. Vijaya Saradhi; Harish Karnick (IICAI, 2007)

Classifier Complexity Reduction by Support Vector Pruning in Kernel Matrix Learning. - V. Vijaya Saradhi; Harish Karnick (IWANN, 2007)

Topic Distillation using Support Vector Data Description. - V. Vijaya Saradhi; Harish Karnick; Pabitra Mitra (COMAD, 2008)

Kernel-based online machine learning and support vector reduction. - Sumeet Agarwal; V. Vijaya Saradhi; Harish Karnick (Neurocomputing, 2008)

On the stability and bias-variance analysis of sparse SVMs. - V. Vijaya Saradhi; Harish Karnick (Neurocomputing, 2008)

Employee churn prediction. - V. Vijaya Saradhi; Girish Keshav Palshikar (Expert Syst. Appl., 2011)

Scalability of Correlation Clustering Through Constraint Reduction. - Mamata Samal; V. Vijaya Saradhi; Sukumar Nandi (CODS, 2014)

Effective Parameter Tuning of SVMs Using Radius/Margin Bound Through Data Envelopment Analysis. - V. Vijaya Saradhi; K. R. Girish (Neural Process. Lett., 2015)

Incremental maximum margin clustering. - V. Vijaya Saradhi; P. Charly Abraham (Pattern Anal. Appl., 2016)

From Multimodal to Unimodal Webpages for Developing Countries. - Sandeep Vidyapu; V. Vijaya Saradhi; Samit Bhattacharya (CoRR, 2017)

Fixation-indices based correlation between text and image visual features of webpages. - Sandeep Vidyapu; V. Vijaya Saradhi; Samit Bhattacharya (ETRA, 2018)

Scalability of correlation clustering. - Mamata Samal; V. Vijaya Saradhi; Sukumar Nandi (Pattern Anal. Appl., 2018)

Learning Strength and Weakness Rules of Cricket Players Using Association Rule Mining. - Swarup Ranjan Behera; V. Vijaya Saradhi (MLSA@PKDD/ECML, 2021)

Multi-view Incremental Discriminant Analysis. - Saroj S. Shivagunde; Ashwani Nadapana; V. Vijaya Saradhi (Inf. Fusion, 2021)

2D Multi-view Discriminant Analysis. - Saroj S. Shivagunde; V. Vijaya Saradhi (Inf. Sci., 2022)

View incremental decremental multi-view discriminant analysis. - Saroj S. Shivagunde; V. Vijaya Saradhi (Appl. Intell., 2023)

Harnessing Multi-resolution and Multi-scale Attention for Underwater Image Restoration. - Alik Pramanick; Arijit Sur; V. Vijaya Saradhi (CoRR, 2024)

Fairness in constrained spectral clustering. - Laxita Agrawal; V. Vijaya Saradhi; Teena Sharma (Neurocomputing, 2025)

Ensuring Fairness in Spectral Clustering via Disparate Impact-Based Graph Construction. - Adithya K. Moorthy; V. Vijaya Saradhi; Bhanu Prasad (IEEE Trans. Artif. Intell., 2025)